Sessions

Devin SQLite Token Usage Schema

claude-5-fable-highbypass~/devin-chatsJul 8, 2026, 10:10 AM UTC
In 197,507Out 18,215Cache 2,755,403Time 295.3s
12 system messages
You are Devin, an interactive command line agent from Cognition.

Your job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3

If the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:

- /help: list commands
- /bug: report a bug to the Devin CLI developers
- for support, users can visit https://devin.ai/support

When creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:

- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills/<name>/SKILL.md`, `.devin/config.json`)
- For global (user-level) configuration, use `~/.config/devin/`
- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.
- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options

When reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.


# Modes

The active mode is how the user would like you to act.

- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.
- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.

Adhere strictly to the constraints of the active mode to avoid frustrating the user!


# Style

## Professional Objectivity

Prioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.

## Tone

- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.
- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.
- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.
- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.
- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.
- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.
- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.

<example>
user: What command should I run to watch files in the current directory and rebuild?
assistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]
assistant: npm run dev
</example>

<example>
user: what files are in the directory src/?
assistant: [runs ls and sees foo.c, bar.c, baz.c]
assistant: foo.c, bar.c, baz.c
user: which file contains the implementation of Foo?
assistant: [reads foo.c]
assistant: src/foo.c contains `struct Foo`, which implements [...]
</example>

<example>
user: can you write tests for this feature
assistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]
</example>

## Proactiveness

You are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:

1. Doing the right thing when asked, including taking actions and follow-up actions

2. Not surprising the user with actions you take without asking

For example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.

## Handling ambiguous requests

When a user request is unclear:
- First attempt to interpret the request using available context
- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.
- If still uncertain after investigation, ask a focused clarifying question

## File references

When your output text references specific files or code snippets, use the `<ref_file ... />` and `<ref_snippet ... />` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.

Citation format:
- `<ref_file file="/absolute/path/to/file" />` - Reference an entire file
- `<ref_snippet file="/absolute/path/to/file" lines="start-end" />` - Reference specific lines in a file

<example>
user: Where are errors from the client handled?
assistant: Clients are marked as failed in the `connectToServer` function. <ref_snippet file="/home/ubuntu/repos/project/src/services/process.ts" lines="710-715" />
</example>

<example>
user: Can you show me the config file?
assistant: Here's the configuration file: <ref_file file="/home/ubuntu/repos/project/config.json" />
</example>

## Tool usage policy

- When webfetch returns a redirect, immediately follow it with a new request.
- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.

When a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `<truncation_notice>` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.


# Programming

Since you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!

## Existing Conventions

When making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.
- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.
- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.
- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.
- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.
- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.

## Code style

- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.
- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.
- Follow idiomatic conventions for the language you're writing.
- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)

## Debugging

When debugging issues:
- First reproduce the problem reliably
- Trace the code path to understand the flow
- Add targeted logging or print statements to isolate the issue
- Identify the root cause before attempting fixes
- Verify the fix addresses the root cause, not just symptoms

## Workflow

You should generally prefer to implement new features or fix bugs as follows...

1. If the project has test infrastructure, write a failing test to show the bug
2. Fix the bug
3. Ensure that the test now passes

Working this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.

## Git

### Creating commits
1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)
2. Draft a concise commit message focusing on "why" not "what". Check for sensitive info.
3. Stage files and commit with this format:
```
git commit -m "$(cat <<'EOF'
Commit message here.

Generated with [Devin](https://devin.ai)

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
EOF
)"
```
4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.

### Creating pull requests
Use `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`

Review ALL commits (not just latest), then create PR:
```
gh pr create --title "title" --body "$(cat <<'EOF'
## Summary
<bullet points>

#### Test plan
<checklist>

Generated with [Devin](https://devin.ai)
EOF
)"
```

### Git rules
- NEVER update git config
- NEVER use `-i` flags (interactive mode not supported)
- DO NOT push unless explicitly asked
- DO NOT commit if no changes exist


# Task Management

You have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.
This tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.

It is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.

Examples:

<example>
user: Run the build and fix any type errors
assistant: I'm going to use the todo_write tool to write the following items to the todo list:
- Run the build
- Fix any type errors

I'm now going to run the build using exec.

Looks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.

marking the first todo as in_progress

Let me start working on the first item...

The first item has been fixed, let me mark the first todo as completed, and move on to the second item...
..
..
</example>

In the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.

<example>
user: Help me write a new feature that allows users to track their usage metrics and export them to various formats
assistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.
Adding the following todos to the todo list:
1. Research existing metrics tracking in the codebase
2. Design the metrics collection system
3. Implement core metrics tracking functionality
4. Create export functionality for different formats

Let me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.

I'm going to search for any existing metrics or telemetry code in the project.

I've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...

[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]
</example>

Users may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including <user-prompt-submit-hook>, as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.


## Completing Tasks

The user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:
- Use the todo_write tool to plan the task if required
- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.
- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.
- Implement the solution using all tools available to you

## Verification

Before considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:

- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)
- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)
- For isolated functionality, consider a temporary test file to verify behavior, then delete it
- Self-critique: review changes for edge cases and refine as needed
- If you cannot find verification commands, ask the user and suggest saving them to a project config file

## Saving learned information

If you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:
- If a rules file exists (`AGENTS.md`, etc.), append to it
- Otherwise, create `AGENTS.md` in the current directory with the learned information

## Error recovery

When encountering errors (failed commands, build failures, test failures):
- Keep trying different approaches to resolve the issue
- Search for similar issues in the codebase or documentation
- Only ask the user for help as a last resort after exhausting reasonable options
- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems

## System Guidance
You may receive `<system_guidance>` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.



# Tool Tips

## Shell
NEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.


## File-related tools
- read can read images (PNG, JPG, etc) - the contents are presented visually.
- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.
- Speculatively read multiple files as a batch when potentially useful.
- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.


# Safety

IMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.

IMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.

## Destructive Operations

NEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:
- Deleting or truncating database tables, dropping schemas, bulk-deleting rows
- `rm -rf`, deleting directories, or removing files you did not just create
- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks
- Sending emails, making payments, or calling APIs with real-world side effects

If a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.



## Available MCP Servers (for third-party tools)

{"servers":[{"name":"cloudflare-docs"},{"name":"fff","description":"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\n\n## Which Tool Should I Use?\n\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\n\n## Core Rules\n\n### 1. Search BARE IDENTIFIERS only\nGrep matches single lines. Search for ONE identifier per query:\n  + 'InProgressQuote'           -> finds definition + all usages\n  + 'ActorAuth'                 -> finds enum, struct, all call sites\n  x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\n  x 'ctx.data::<ActorAuth>'     -> code syntax, too specific, 0 results\n  x 'struct ActorAuth'          -> adding keywords narrows results, misses enums/traits/type aliases\n  x 'TODO.*#\\d+'               -> complex regex, use simple 'TODO' then filter visually\n\n### 2. NEVER use regex unless you truly need alternation\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\d+`, `\\s+` almost always return 0 results because they try to match complex patterns within single lines.\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\n\n### 3. Stop searching after 2 greps -- READ the code\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\nDo NOT keep grepping with variations. More greps != better understanding.\n\n### 4. Use multi_grep for multiple identifiers\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\n  + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\n  x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth'  (3 calls wasted)\n\n## Workflow\n\n**Have a specific name?** -> grep the bare identifier.\n**Need multiple name variants?** -> multi_grep with all variants in one call.\n**Exploring a topic / finding files?** -> find_files.\n**Got results?** -> Read the top file. Don't grep again.\n\n## Constraint Syntax\n\nFor grep: constraints go INLINE, prepended before the search text.\nFor multi_grep: constraints go in the separate 'constraints' parameter.\n\nConstraints MUST match one of these formats:\n  Extension: '*.rs', '*.{ts,tsx}'\n  Directory: 'src/', 'quotes/'\n  Filename: 'schema.rs', 'src/main.rs'\n  Exclude: '!test/', '!*.spec.ts'\n\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\n  + 'schema.rs TODO'   -> searches for 'TODO' in files schema.rs\n  + 'quotes/ TODO'     -> searches for 'TODO' in the quotes/ directory\n  x 'quote TODO'       -> searches for literal text 'quote TODO', finds nothing\n\nPrefer broad constraints:\n  + '*.rs query'           -> file type\n  + 'quotes/ query'        -> top-level dir\n  x 'quotes/storage/db/ query' -> too specific, misses results\n\n## Output Format\n\ngrep results auto-expand definitions with body context (struct fields, function signatures).\nThis often provides enough information WITHOUT a follow-up Read call.\nLines marked with | are definition body context. [def] marks definition files.\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\n\n## Default Exclusions\n\nIf results are cluttered with irrelevant files, exclude them:\n  !tests/ - exclude tests directory\n  !*.spec.ts - exclude test files\n  !generated/ - exclude generated code"},{"name":"cloudflare-builds"},{"name":"playwright"},{"name":"cloudflare-observability"},{"name":"cloudflare"},{"name":"cloudflare-bindings"}]}

IMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.
Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:
- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.
- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.
You are powered by GLM-5.2 High.
<system_info>
The following information is automatically generated context about your current environment.
Current workspace directories:
  /Users/root1/devin-chats (cwd)

Platform: macos
OS Version: Darwin 25.6.0
Today's date: Wednesday, 2026-07-08

<git_status>
This is a snapshot of the git status at the start of the conversation. It may be outdated—if you need current status, run `git` commands directly.

Git root: /Users/root1/devin-chats (context only, not your working directory)
Current branch: main
Main branch: main

IMPORTANT: Work in the current working directory (/Users/root1/devin-chats) unless the task explicitly requires working elsewhere. The git root is provided for context only—it is NOT your working directory unless it happens to match.

Recent commits:
a73ebd1 Initial commit from Create Next App
</git_status>
</system_info>
<rules type="always-on">
<rule name="CLAUDE" path="/Users/root1/devin-chats/CLAUDE.md">
@AGENTS.md

</rule>

<rule name="global_rules" path="/Users/root1/.codeium/windsurf/memories/global_rules.md">

</rule>

<rule name="AGENTS" path="/Users/root1/devin-chats/AGENTS.md">
<!-- BEGIN:nextjs-agent-rules -->
# This is NOT the Next.js you know

This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
<!-- END:nextjs-agent-rules -->

</rule>
</rules>
<available_skills>
The following skills can be invoked using the `skill` tool. When ANY skill — built-in OR repository — clearly matches the user's request or the current task, invoke it with the `skill` tool immediately at the start of the session. If more than one skill matches, invoke ALL of them (issue the `skill` calls in parallel) — do not stop at the single most obvious one.

- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like "add email to my Worker" — this skill has critical config details. (source: /Users/root1/.claude/skills/cloudflare-email-service/SKILL.md)
- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/workers-best-practices/SKILL.md)
- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/agents-sdk/SKILL.md)
- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.claude/skills/turnstile-spin/SKILL.md)
- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.codeium/windsurf/skills/cloudflare-one-migrations/SKILL.md)
- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/wrangler/SKILL.md)
- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/web-perf/SKILL.md)
- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/sandbox-sdk/SKILL.md)
- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/wrangler/SKILL.md)
- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/sandbox-sdk/SKILL.md)
- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/durable-objects/SKILL.md)
- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.config/devin/skills/cloudflare-one/SKILL.md)
- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.config/devin/skills/cloudflare-one-migrations/SKILL.md)
- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/agents-sdk/SKILL.md)
- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.config/devin/skills/turnstile-spin/SKILL.md)
- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/cloudflare/SKILL.md)
- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/web-perf/SKILL.md)
- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/cloudflare/SKILL.md)
- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.claude/skills/cloudflare-one/SKILL.md)
- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/workers-best-practices/SKILL.md)
- **find-skills**: Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. (source: /Users/root1/.agents/skills/find-skills/SKILL.md)
- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/durable-objects/SKILL.md)
- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like "add email to my Worker" — this skill has critical config details. (source: /Users/root1/.config/devin/skills/cloudflare-email-service/SKILL.md)
- **devin-cli**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs)
- **declarative-repo-setup**: Generate and verify a working environment.yaml (Devin snapshot-setup blueprint) for a repo (source: builtin:drs)
</available_skills>
<rules type="always-on">
<rule name="global_rules" path="/Users/root1/.codeium/windsurf/memories/global_rules.md">

</rule>

<rule name="AGENTS" path="/Users/root1/devin-chats/AGENTS.md">
<!-- BEGIN:nextjs-agent-rules -->
# This is NOT the Next.js you know

This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
<!-- END:nextjs-agent-rules -->

</rule>

<rule name="CLAUDE" path="/Users/root1/devin-chats/CLAUDE.md">
@AGENTS.md

</rule>
</rules>
<rules type="always-on">
<rule name="CLAUDE" path="/Users/root1/devin-chats/CLAUDE.md">
@AGENTS.md

</rule>

<rule name="global_rules" path="/Users/root1/.codeium/windsurf/memories/global_rules.md">

</rule>

<rule name="AGENTS" path="/Users/root1/devin-chats/AGENTS.md">
<!-- BEGIN:nextjs-agent-rules -->
# This is NOT the Next.js you know

This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
<!-- END:nextjs-agent-rules -->

</rule>
</rules>
You are a subagent of Devin, Cognition's agentic coding CLI. You have full tool access and can read, write, edit files and run commands.

If you are running in the foreground, the user will be prompted to approve tools as usual. If you are running in the background, you inherit any tool permissions the user has already granted for this session. Any tool that has not been pre-approved will be automatically denied — you cannot prompt for new permissions. If a tool call is denied, continue working with the tools available to you.

Important: The user will NOT see your raw output. The parent agent will read your result and decide what to relay. Your final response must include:
- All key findings with specific file paths and line numbers
- A summary of all changes made (files edited, commands run)
- Any issues encountered or actions the parent agent should handle
<rules type="always-on">
<rule name="CLAUDE" path="/Users/root1/devin-chats/CLAUDE.md">
@AGENTS.md

</rule>

<rule name="global_rules" path="/Users/root1/.codeium/windsurf/memories/global_rules.md">

</rule>

<rule name="AGENTS" path="/Users/root1/devin-chats/AGENTS.md">
<!-- BEGIN:nextjs-agent-rules -->
# This is NOT the Next.js you know

This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
<!-- END:nextjs-agent-rules -->

</rule>
</rules>
<subagent_completion_notification>
[Background subagent with agent_id=73686396 completed]

tsc passed with zero errors.

## Summary

**Pseudocode blocks replaced** (both in `/Users/root1/devin-chats/app/session/[id]/message.tsx`):

1. **Import block (lines 1–4)** — replaced the pseudocode-marked import with `import type { ChatMessage, TokenMetrics } from '@/lib/data'`.
2. **AssistantMessage JSX block (lines 80–103)** — replaced the pseudocode comment with the `{message.metrics && (<MetricsFooter .../>)}` render, placed after the `flex flex-col gap-2` wrapper's closing `</div>` and inside `AssistantMessage`'s outer `<div>`.

**New `MetricsFooter` component** (added immediately after `AssistantMessage`):

```tsx
function MetricsFooter({
  metrics,
  finishReason,
}: {
  metrics: TokenMetrics
  finishReason?: string | null
}) {
  const stats: { label: string; value: string }[] = []
  if (metrics.input_tokens != null) {
    stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })
  }
  if (metrics.output_tokens != null) {
    stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })
  }
  if (metrics.cache_read_tokens != null) {
    stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })
  }
  if (metrics.ttft_ms != null) {
    stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })
  }

  return (
    <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4">
      {stats.map((stat) => (
        <span key={stat.label}>
          <span className="text-gray-700">{stat.label}</span>{' '}
          <span className="text-gray-900 tabular-nums">{stat.value}</span>
        </span>
      ))}
      {finishReason && finishReason !== 'stop' && (
        <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
          {finishReason}
        </span>
      )}
    </div>
  )
}
```

**tsc result:** `npx tsc --noEmit` exited 0 with no errors (no pre-existing errors either).

Notes on design-token compliance: labels in `text-gray-700`, values in `text-gray-900 tabular-nums`, Geist Mono via `font-mono text-xs leading-4`, chip uses `rounded-full bg-gray-100 px-2 py-0.5 text-gray-900`, stats separated by flex `gap-x-2` (no literal separators), null stats skipped individually, whole footer skipped when `metrics` is falsy. `UserMessage`, `ToolResult`, `RoleLabel`, `summarizeArgs`, and `Chevron` were left untouched.
</subagent_completion_notification>
<subagent_completion_notification>
[Background subagent with agent_id=ccd1404e completed]

tsc passes with zero errors.

## Summary

**Replaced pseudocode blocks** in `/Users/root1/devin-chats/app/session/[id]/page.tsx`:

1. **Computation block** (was lines 23–46): Replaced the `BEGIN PSEUDOCODE: Task C` comment block right after `const systemMessages = ...` with the `totals` reduce computation and `hasTotals` guard.

2. **JSX block** (was lines 79–84): Replaced the second `BEGIN PSEUDOCODE: Task C` comment block (inside the header's left column, after the model/mode/path/datetime metadata row) with the 4-chip totals row, guarded by `{hasTotals && (...)}`.

**Final totals computation:**
```ts
const totals = conversation.reduce(
  (acc, m) => {
    if (!m.metrics) return acc
    acc.input += m.metrics.input_tokens ?? 0
    acc.output += m.metrics.output_tokens ?? 0
    acc.cacheRead += m.metrics.cache_read_tokens ?? 0
    acc.wallMs += m.metrics.total_time_ms ?? 0
    return acc
  },
  { input: 0, output: 0, cacheRead: 0, wallMs: 0 },
)
const hasTotals =
  totals.input > 0 ||
  totals.output > 0 ||
  totals.cacheRead > 0 ||
  totals.wallMs > 0
```

**Final chip row JSX:** A `mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700` div containing four `rounded-full bg-gray-100 px-2 py-0.5 text-gray-900` chips — "In", "Out", "Cache" (toLocaleString values), and "Time" (`<1s` or `Xs` formatted) — rendered only when `hasTotals` is true. Matches the existing model badge styling exactly.

**tsc result:** `npx tsc --noEmit` exited 0 with no errors. No other parts of the file were touched; no imports added; no comments added.
</subagent_completion_notification>
  1. You

    does the sqlite db in .devin have token level usagE?┌───────────────────────┬──────────────┬─────────────────────────────────────────────────────────┐ │ Field │ Example │ Description │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ input_tokens │ 205 │ Prompt tokens sent to the model │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ output_tokens │ 163 │ Tokens generated │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ cache_read_tokens │ 48971 │ Cached prompt tokens (read from cache) │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ cache_creation_tokens │ null │ Tokens written to cache │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ num_tokens │ 163 │ Top-level token count (= output_tokens) │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ ttft_ms │ 1391 │ Time to first token (ms) │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ total_time_ms │ 4131 │ Total generation time │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ tpot_ms │ 16.8 │ Time per output token │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ tokens_per_sec │ 59.5 │ Generation throughput │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ generation_model │ "glm-5-2" │ Which model was used │ ├───────────────────────┼──────────────┼─────────────────────────────────────────────────────────┤ │ finish_reason │ "tool_calls" │ Why generation stopped'

  2. Devin
    Thinking

    The user is asking about whether the sqlite db in .devin has token level usage. Let me investigate.

    exec(command: find /Users/root1/devin-chats/.devin -ty…)
    {
      "command": "find /Users/root1/devin-chats/.devin -type f 2>/dev/null | head -50"
    }
    In 6,247Out 56Cache 10,236TTFT 903mstool_calls
  3. OutputOutput from command in shell 069e0a:
    Output from command in shell 069e0a:
    
    
    Exit code: 1
  4. Devin
    exec(command: ls -la /Users/root1/devin-chats/.devin 2…)
    {
      "command": "ls -la /Users/root1/devin-chats/.devin 2>/dev/null; echo \"---\"; ls -la ~/.devin 2>/dev/null; echo \"---\"; find ~ -name \"*.db\" -path \"*devin*\" 2>/dev/null | head -20"
    }
    In 78Out 70Cache 16,482tool_calls
  5. Output---
    ---
    total 16
    drwxr-xr-x    6 root1  staff   192 Jul  7 19:37 .
    drwxr-x---+ 158 root1  staff  5056 Jul  8 02:20 ..
    -rw-r--r--    1 root1  staff   798 Jun 18 00:36 argv.json
    -rw-------    1 root1  staff   181 Jul  7 19:37 config.local.json
    drwxr-xr-x   10 root1  staff   320 Jul  4 05:07 extensions
    drwxr-xr-x    4 root1  staff   128 Jul  7 23:27 skills
    ---
    
    ===
    Stopped waiting for output after 5.0 seconds. Command running in background with ID: 437612. Run get_output with timeout if you need to wait.
  6. Devin
    exec(command: find ~/.local/share/devin -name "*.db" 2…)
    {
      "command": "find ~/.local/share/devin -name \"*.db\" 2>/dev/null; echo \"---\"; find ~/.config/devin -name \"*.db\" 2>/dev/null; echo \"---\"; find ~/Library -name \"*devin*\" -name \"*.db\" 2>/dev/null | head; echo \"---\"; find ~/Library/Application\\ Support -iname \"*devin*\" -maxdepth 3 2>/dev/null | head"
    }
    In 272Out 98Cache 16,559tool_calls
  7. Output/Users/root1/.local/share/devin/cli/sessions.db
    /Users/root1/.local/share/devin/cli/sessions.db
    ---
    ---
    
    ===
    Stopped waiting for output after 5.0 seconds. Command running in background with ID: ceba16. Run get_output with timeout if you need to wait.
  8. Devin
    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \".schema\""
    }
    In 152Out 28Cache 16,830tool_calls
  9. OutputOutput from command in shell ea6520:
    Output from command in shell ea6520:
    CREATE TABLE refinery_schema_history(
                 version int4 PRIMARY KEY,
                 name VARCHAR(255),
                 applied_on VARCHAR(255),
                 checksum VARCHAR(255));
    CREATE TABLE sessions (
      id TEXT PRIMARY KEY,
      working_directory TEXT NOT NULL,
      backend_type TEXT NOT NULL,
      model TEXT NOT NULL,
      agent_mode TEXT NOT NULL,
      created_at INTEGER NOT NULL,
      last_activity_at INTEGER NOT NULL, title TEXT, main_chain_id INTEGER, shell_last_seen_index INTEGER DEFAULT 0, cogs_json TEXT, workspace_dirs TEXT, hidden INTEGER NOT NULL DEFAULT 0, metadata TEXT);
    CREATE TABLE sqlite_sequence(name,seq);
    CREATE INDEX idx_sessions_activity
      ON sessions(last_activity_at DESC);
    CREATE TABLE prompt_history (
      id INTEGER PRIMARY KEY AUTOINCREMENT,
      content TEXT NOT NULL,
      timestamp INTEGER NOT NULL,
      session_id TEXT NOT NULL
    , is_shell INTEGER NOT NULL DEFAULT 0);
    CREATE INDEX idx_prompt_history_timestamp
      ON prompt_history(timestamp DESC);
    CREATE INDEX idx_prompt_history_session
      ON prompt_history(session_id);
    CREATE TABLE message_nodes (
      row_id INTEGER PRIMARY KEY AUTOINCREMENT,
      session_id TEXT NOT NULL,
      node_id INTEGER NOT NULL,           -- node_id within this session's forest
      parent_node_id INTEGER,             -- NULL for root nodes
      chat_message TEXT NOT NULL,
      created_at INTEGER NOT NULL, metadata TEXT,
      FOREIGN KEY (session_id) REFERENCES sessions(id),
      UNIQUE(session_id, node_id)
    );
    CREATE INDEX idx_message_nodes_session
      ON message_nodes(session_id);
    CREATE TABLE rendered_commits (
      id INTEGER PRIMARY KEY AUTOINCREMENT,
      session_id TEXT NOT NULL,
      sequence_number INTEGER NOT NULL,
      rendered_html TEXT NOT NULL,
      created_at INTEGER NOT NULL,
      FOREIGN KEY (session_id) REFERENCES sessions(id),
      UNIQUE(session_id, sequence_number)
    );
    CREATE INDEX idx_rendered_commits_session
      ON rendered_commits(session_id, sequence_number);
    CREATE TABLE app_state (
        key TEXT PRIMARY KEY NOT NULL,
        value TEXT NOT NULL
    );
    CREATE TABLE tool_call_state (
        session_id    TEXT    NOT NULL,
        tool_call_id  TEXT    NOT NULL,
        -- Serialised acp::ToolCall JSON (the initial ToolCall event).
        -- Nullable: may be absent for interrupted sessions where the tool result
        -- was saved but resolve_and_commit did not complete.
        tool_call_json     TEXT,
        -- Serialised acp::ToolCallUpdate JSON (the final completion update).
        tool_call_update_json TEXT,
        PRIMARY KEY (session_id, tool_call_id),
        FOREIGN KEY (session_id) REFERENCES sessions(id)
    );
    CREATE INDEX idx_sessions_hidden ON sessions(hidden);
    
    
    Exit code: 0
  10. Devin
    Thinking

    The schema doesn't show a token-level usage table. The fields the user listed (input_tokens, output_tokens, cache_read_tokens, etc.) look like they come from somewhere else - maybe message metadata. Let me check the metadata field in message_nodes or sessions.

    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT metadata FROM message_nodes WHERE metadata IS NOT NULL LIMIT 1;\" 2>&1 | head -c 2000"
    }
    In 597Out 104Cache 16,981TTFT 821mstool_calls
  11. OutputOutput from command in shell 3f643d:
    Output from command in shell 3f643d:
    null
    
    Exit code: 0
  12. Devin
    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT COUNT(*) FROM message_nodes WHERE metadata IS NOT NULL AND metadata != 'null';\" 2>&1; echo \"---\"; sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT metadata FROM message_nodes WHERE metadata IS NOT NULL AND metadata != 'null' LIMIT 2;\" 2>&1 | head -c 3000"
    }
    In 128Out 99Cache 17,577tool_calls
  13. OutputOutput from command in shell 09bf87:
    Output from command in shell 09bf87:
    12391
    ---
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":true}
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":true}
    
    
    Exit code: 0
  14. Devin
    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT DISTINCT metadata FROM message_nodes WHERE metadata IS NOT NULL AND metadata != 'null' LIMIT 20;\" 2>&1 | head -c 3000"
    }
    In 167Out 58Cache 17,704tool_calls
  15. OutputOutput from command in shell baf8b7:
    Output from command in shell baf8b7:
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":true}
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":null,"extensions":{"compact/prior_node_ids":[0]}}
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":null,"extensions":{"compact/prior_node_ids":[1]}}
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":null,"extensions":{"compact/prior_node_ids":[2]}}
    {"summarized_from":null,"num_tokens_preceding":null,"is_system_prefix":null,"extensions":{"compact/prior_node_ids":[17]}}
    {"summarized_from":null,"num_tokens_preceding":14682,"is_system_prefix":null}
    {"summarized_from":null,"num_tokens_preceding":16549,"is_system_prefix":null}
    {"summarized_from":null,"num_tokens_preceding":14684,"is_system_prefix":null}
    {"summarized_from":null,"num_tokens_preceding":16852,"is_system_prefix":null}
    {"summarized_from":null,"num_tokens_preceding":17299,"is_system_prefix":null}
    … (10 lines truncated)
    
    Exit code: 0
    
    `| head -10` was parsed out (10 of 20 total lines shown).
    <truncation_notice>
    Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/30c2dbe2/content.txt
    </truncation_notice>
  16. Devin
    Thinking

    So the message_nodes metadata has `num_tokens_preceding` but not token-level usage like input/output/cache tokens. Let me check the cogs_json field in sessions, which might contain usage stats.

    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT cogs_json FROM sessions WHERE cogs_json IS NOT NULL LIMIT 1;\" 2>&1 | head -c 3000"
    }
    In 431Out 95Cache 17,870TTFT 869mstool_calls
  17. OutputOutput from command in shell e28374:
    Output from command in shell e28374:
    [{"source":{"Session":"User"},"lifetime":{"Unique":"core/profile"},"set_system_prefix":[{"message_id":"b8be0c99-8dff-4907-88ec-82a5abefc9e5","role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://windsurf.com/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills/<name>/SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-for-terminal` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere s… (23607 chars truncated)
    
    Exit code: 0
  18. Devin
    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT chat_message FROM message_nodes LIMIT 1;\" 2>&1 | python3 -c \"import json,sys; d=json.loads(sys.stdin.read()); print(json.dumps(d, indent=2)[:3000])\""
    }
    In 605Out 71Cache 18,300tool_calls
  19. OutputOutput from command in shell 320fce:
    Output from command in shell 320fce:
    {
      "message_id": "6fba54fa-7999-4f46-be41-cdf7f4e3fe14",
      "role": "system",
      "content": "<system_info>\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n  /Users/root1 (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Thursday, 2026-06-18\n\n</system_info>",
      "metadata": {
        "num_tokens": null,
        "is_user_input": null,
        "request_id": null,
        "metrics": null,
        "finish_reason": null,
        "created_at": "2026-06-19T03:09:10.991421Z",
        "telemetry": {
          "source": "system",
          "operation": "unknown"
        }
      }
    }
    
    
    Exit code: 0
  20. Devin
    Thinking

    There's a `metrics` field in the chat_message metadata. Let me look for messages where metrics is not null.

    exec(command: sqlite3 /Users/root1/.local/share/devin/…)
    {
      "command": "sqlite3 /Users/root1/.local/share/devin/cli/sessions.db \"SELECT chat_message FROM message_nodes WHERE json_extract(chat_message, '\\$.metadata.metrics') IS NOT NULL LIMIT 1;\" 2>&1 | python3 -c \"import json,sys; d=json.loads(sys.stdin.read()); print(json.dumps(d.get('metadata',{}).get('metrics'), indent=2))\""
    }
    In 290Out 115Cache 18,904TTFT 1,950mstool_calls
  21. OutputOutput from command in shell 09e766:
    Output from command in shell 09e766:
    {
      "ttft_ms": 681,
      "total_time_ms": 833,
      "input_tokens": 602,
      "output_tokens": 84,
      "cache_read_tokens": 14080,
      "cache_creation_tokens": null,
      "tpot_ms": 1.8095238095238095,
      "tokens_per_sec": 552.6315789473684
    }
    
    
    Exit code: 0
  22. Devin

    Yes — token-level usage is stored, but not as top-level columns. It's embedded in the chat_message JSON blob inside message_nodes.metadata.metrics.

    Schema recap:

    message_nodes.chat_message  ->  JSON with structure:
    {
      "message_id": "...",
      "role": "system|user|assistant|...",
      "content": "...",
      "metadata": {
        "num_tokens": ...,
        "metrics": {            <-- token usage lives here, only on assistant turns
          "input_tokens": 602,
          "output_tokens": 84,
          "cache_read_tokens": 14080,
          "cache_creation_tokens": null,
          "ttft_ms": 681,
          "total_time_ms": 833,
          "tpot_ms": 1.81,
          "tokens_per_sec": 552.6
        },
        "finish_reason": "tool_calls" | ...,
        ...
      }
    }
    

    So the fields in your table are all present (per assistant message), but you have to extract them via json_extract(chat_message, '$.metadata.metrics.input_tokens') rather than selecting a column. Example:

    SELECT
      json_extract(chat_message, '$.metadata.metrics.input_tokens')      AS input_tokens,
      json_extract(chat_message, '$.metadata.metrics.output_tokens')     AS output_tokens,
      json_extract(chat_message, '$.metadata.metrics.cache_read_tokens') AS cache_read_tokens,
      json_extract(chat_message, '$.metadata.finish_reason')             AS finish_reason
    FROM message_nodes
    WHERE json_extract(chat_message, '$.metadata.metrics') IS NOT NULL;
    

    Note: num_tokens at the metadata level (top of your table) is the assistant turn's output token count, and num_tokens_preceding in the message_nodes.metadata column tracks context size — separate from the per-turn metrics block.

    In 234Out 405Cache 19,193TTFT 1,352ms
  23. You

    using this, how would you integrate into the app? --- version: alpha name: Geist description: Vercel’s Geist design system, Light theme (the Dark theme is documented at /design.dark.md). colors: primary: "#171717" secondary: "#4d4d4d" tertiary: "#006bff" neutral: "#f2f2f2" background-100: "#ffffff" background-200: "#fafafa" gray-100: "#f2f2f2" gray-200: "#ebebeb" gray-300: "#e6e6e6" gray-400: "#eaeaea" gray-500: "#c9c9c9" gray-600: "#a8a8a8" gray-700: "#8f8f8f" gray-800: "#7d7d7d" gray-900: "#4d4d4d" gray-1000: "#171717" gray-alpha-100: "#0000000d" gray-alpha-200: "#00000015" gray-alpha-300: "#0000001a" gray-alpha-400: "#00000014" gray-alpha-500: "#00000036" gray-alpha-600: "#0000003d" gray-alpha-700: "#00000070" gray-alpha-800: "#00000082" gray-alpha-900: "#000000b3" gray-alpha-1000: "#000000e8" blue-100: "#f0f7ff" blue-200: "#e9f4ff" blue-300: "#dfefff" blue-400: "#cae7ff" blue-500: "#94ccff" blue-600: "#48aeff" blue-700: "#006bff" blue-800: "#0059ec" blue-900: "#005ff2" blue-1000: "#002359" red-100: "#ffeeef" red-200: "#ffe8ea" red-300: "#ffe3e4" red-400: "#ffd7d6" red-500: "#ffb1b3" red-600: "#ff676d" red-700: "#fc0035" red-800: "#ea001d" red-900: "#d8001b" red-1000: "#47000c" amber-100: "#fff6de" amber-200: "#fff4cf" amber-300: "#fff1c1" amber-400: "#ffdc73" amber-500: "#ffc543" amber-600: "#ffa600" amber-700: "#ffae00" amber-800: "#ff9300" amber-900: "#aa4d00" amber-1000: "#561900" green-100: "#ecfdec" green-200: "#e5fce7" green-300: "#d3fad1" green-400: "#b9f5bc" green-500: "#82eb8d" green-600: "#4ce15e" green-700: "#28a948" green-800: "#279141" green-900: "#107d32" green-1000: "#003a00" teal-100: "#defffb" teal-200: "#ddfef6" teal-300: "#ccf9f1" teal-400: "#b1f7ec" teal-500: "#52f0db" teal-600: "#00e3c4" teal-700: "#00ac96" teal-800: "#00927f" teal-900: "#007f70" teal-1000: "#003f34" purple-100: "#faf0ff" purple-200: "#f9f0ff" purple-300: "#f6e8ff" purple-400: "#f2d9ff" purple-500: "#dfa7ff" purple-600: "#c979ff" purple-700: "#a000f8" purple-800: "#8500d1" purple-900: "#7d00cc" purple-1000: "#2f004e" pink-100: "#ffe8f6" pink-200: "#ffe8f3" pink-300: "#ffdfeb" pink-400: "#ffd3e1" pink-500: "#fdb3cc" pink-600: "#f97ea7" pink-700: "#f22782" pink-800: "#e4106e" pink-900: "#c41562" pink-1000: "#460523"

    Wide-gamut accent variants in oklch for P3 displays (sRGB hex above is the fallback)

    blue-100-p3: "oklch(97.32% 0.0141 251.56)" blue-200-p3: "oklch(96.29% 0.0195 250.59)" blue-300-p3: "oklch(94.58% 0.0293 249.84870859673202)" blue-400-p3: "oklch(91.58% 0.0473 245.11621922481282)" blue-500-p3: "oklch(82.75% 0.0979 248.48)" blue-600-p3: "oklch(73.08% 0.1583 248.133320980386)" blue-700-p3: "oklch(57.61% 0.2508 258.23)" blue-800-p3: "oklch(51.51% 0.2399 257.85)" blue-900-p3: "oklch(53.18% 0.2399 256.9900584162342)" blue-1000-p3: "oklch(26.67% 0.1099 254.34)" red-100-p3: "oklch(96.5% 0.0223 13.09)" red-200-p3: "oklch(95.41% 0.0299 14.252646656611997)" red-300-p3: "oklch(94.33% 0.0369 15.011509923860523)" red-400-p3: "oklch(91.51% 0.0471 19.8)" red-500-p3: "oklch(84.47% 0.1018 17.71)" red-600-p3: "oklch(71.12% 0.1881 21.22)" red-700-p3: "oklch(62.56% 0.2524 23.03)" red-800-p3: "oklch(58.19% 0.2482 25.15)" red-900-p3: "oklch(54.99% 0.232 25.29)" red-1000-p3: "oklch(24.8% 0.1041 18.86)" amber-100-p3: "oklch(97.48% 0.0331 85.79)" amber-200-p3: "oklch(96.81% 0.0495 90.24227879900472)" amber-300-p3: "oklch(95.93% 0.0636 90.52)" amber-400-p3: "oklch(91.02% 0.1322 88.25)" amber-500-p3: "oklch(86.55% 0.1583 79.63)" amber-600-p3: "oklch(80.25% 0.1953 73.59)" amber-700-p3: "oklch(81.87% 0.1969 76.46)" amber-800-p3: "oklch(77.21% 0.1991 64.28)" amber-900-p3: "oklch(52.79% 0.1496 54.65)" amber-1000-p3: "oklch(30.83% 0.099 45.48)" green-100-p3: "oklch(97.59% 0.0289 145.42)" green-200-p3: "oklch(96.92% 0.037 147.15)" green-300-p3: "oklch(94.6% 0.0674 144.23)" green-400-p3: "oklch(91.49% 0.0976 146.24)" green-500-p3: "oklch(85.45% 0.1627 146.3)" green-600-p3: "oklch(80.25% 0.214 145.18)" green-700-p3: "oklch(64.58% 0.1746 147.27)" green-800-p3: "oklch(57.81% 0.1507 147.5)" green-900-p3: "oklch(51.75% 0.1453 147.65)" green-1000-p3: "oklch(29.15% 0.1197 147.38)" teal-100-p3: "oklch(97.72% 0.0359 186.7)" teal-200-p3: "oklch(97.06% 0.0347 180.66)" teal-300-p3: "oklch(94.92% 0.0478 182.07)" teal-400-p3: "oklch(92.76% 0.0718 183.78)" teal-500-p3: "oklch(86.88% 0.1344 182.42)" teal-600-p3: "oklch(81.5% 0.161 178.96)" teal-700-p3: "oklch(64.92% 0.1572 181.95)" teal-800-p3: "oklch(57.53% 0.1392 181.66)" teal-900-p3: "oklch(52.08% 0.1251 182.93)" teal-1000-p3: "oklch(32.11% 0.0788 179.82)" purple-100-p3: "oklch(96.65% 0.0244 312.1890119359961)" purple-200-p3: "oklch(96.73% 0.0228 309.8)" purple-300-p3: "oklch(94.85% 0.0364 310.15)" purple-400-p3: "oklch(91.77% 0.0614 312.82)" purple-500-p3: "oklch(81.26% 0.1409 310.8)" purple-600-p3: "oklch(72.07% 0.2083 308.19)" purple-700-p3: "oklch(55.5% 0.3008 306.12)" purple-800-p3: "oklch(48.58% 0.2638 305.73)" purple-900-p3: "oklch(47.18% 0.2579 304)" purple-1000-p3: "oklch(23.96% 0.13 305.66)" pink-100-p3: "oklch(95.69% 0.0359 344.6218910697224)" pink-200-p3: "oklch(95.71% 0.0321 353.14)" pink-300-p3: "oklch(93.83% 0.0451 356.29)" pink-400-p3: "oklch(91.12% 0.0573 358.82)" pink-500-p3: "oklch(84.28% 0.0915 356.99)" pink-600-p3: "oklch(74.33% 0.1547 0.24)" pink-700-p3: "oklch(63.52% 0.238 1.01)" pink-800-p3: "oklch(59.51% 0.2339 4.21)" pink-900-p3: "oklch(53.5% 0.2058 2.84)" pink-1000-p3: "oklch(26% 0.0977 359)" typography: heading-72: fontFamily: Geist Sans fontSize: 72px fontWeight: 600 lineHeight: 72px letterSpacing: -4.32px heading-64: fontFamily: Geist Sans fontSize: 64px fontWeight: 600 lineHeight: 64px letterSpacing: -3.84px heading-56: fontFamily: Geist Sans fontSize: 56px fontWeight: 600 lineHeight: 56px letterSpacing: -3.36px heading-48: fontFamily: Geist Sans fontSize: 48px fontWeight: 600 lineHeight: 56px letterSpacing: -2.88px heading-40: fontFamily: Geist Sans fontSize: 40px fontWeight: 600 lineHeight: 48px letterSpacing: -2.4px heading-32: fontFamily: Geist Sans fontSize: 32px fontWeight: 600 lineHeight: 40px letterSpacing: -1.28px heading-24: fontFamily: Geist Sans fontSize: 24px fontWeight: 600 lineHeight: 32px letterSpacing: -0.96px heading-20: fontFamily: Geist Sans fontSize: 20px fontWeight: 600 lineHeight: 26px letterSpacing: -0.4px heading-16: fontFamily: Geist Sans fontSize: 16px fontWeight: 600 lineHeight: 24px letterSpacing: -0.32px heading-14: fontFamily: Geist Sans fontSize: 14px fontWeight: 600 lineHeight: 20px letterSpacing: -0.28px button-16: fontFamily: Geist Sans fontSize: 16px fontWeight: 500 lineHeight: 20px button-14: fontFamily: Geist Sans fontSize: 14px fontWeight: 500 lineHeight: 20px button-12: fontFamily: Geist Sans fontSize: 12px fontWeight: 500 lineHeight: 16px label-20: fontFamily: Geist Sans fontSize: 20px fontWeight: 400 lineHeight: 32px label-18: fontFamily: Geist Sans fontSize: 18px fontWeight: 400 lineHeight: 20px label-16: fontFamily: Geist Sans fontSize: 16px fontWeight: 400 lineHeight: 20px label-14: fontFamily: Geist Sans fontSize: 14px fontWeight: 400 lineHeight: 20px label-14-mono: fontFamily: Geist Mono fontSize: 14px fontWeight: 400 lineHeight: 20px label-13: fontFamily: Geist Sans fontSize: 13px fontWeight: 400 lineHeight: 16px label-13-mono: fontFamily: Geist Mono fontSize: 13px fontWeight: 400 lineHeight: 20px label-12: fontFamily: Geist Sans fontSize: 12px fontWeight: 400 lineHeight: 16px label-12-mono: fontFamily: Geist Mono fontSize: 12px fontWeight: 400 lineHeight: 16px copy-24: fontFamily: Geist Sans fontSize: 24px fontWeight: 400 lineHeight: 36px copy-20: fontFamily: Geist Sans fontSize: 20px fontWeight: 400 lineHeight: 36px copy-18: fontFamily: Geist Sans fontSize: 18px fontWeight: 400 lineHeight: 28px copy-16: fontFamily: Geist Sans fontSize: 16px fontWeight: 400 lineHeight: 24px copy-14: fontFamily: Geist Sans fontSize: 14px fontWeight: 400 lineHeight: 20px copy-14-mono: fontFamily: Geist Mono fontSize: 14px fontWeight: 400 lineHeight: 20px copy-13: fontFamily: Geist Sans fontSize: 13px fontWeight: 400 lineHeight: 18px copy-13-mono: fontFamily: Geist Mono fontSize: 13px fontWeight: 400 lineHeight: 18px spacing: 1: 4px 2: 8px 3: 12px 4: 16px 6: 24px 8: 32px 10: 40px 16: 64px 24: 96px base: 4px rounded: sm: 6px md: 12px lg: 16px full: 9999px components: button-primary: backgroundColor: "{colors.primary}" textColor: "{colors.background-100}" typography: "{typography.button-14}" rounded: "{rounded.sm}" padding: "0 10px" height: 40px button-secondary: backgroundColor: "{colors.background-100}" textColor: "{colors.primary}" typography: "{typography.button-14}" rounded: "{rounded.sm}" padding: "0 10px" height: 40px button-tertiary: textColor: "{colors.primary}" typography: "{typography.button-14}" rounded: "{rounded.sm}" padding: "0 10px" height: 40px button-error: backgroundColor: "{colors.red-800}" textColor: "#ffffff" typography: "{typography.button-14}" rounded: "{rounded.sm}" padding: "0 10px" height: 40px button-small: typography: "{typography.button-14}" rounded: "{rounded.sm}" padding: "0 6px" height: 32px button-large: typography: "{typography.button-16}" rounded: "{rounded.sm}" padding: "0 14px" height: 48px input: backgroundColor: "{colors.background-100}" textColor: "{colors.primary}" typography: "{typography.label-14}" rounded: "{rounded.sm}" padding: "0 12px" height: 40px input-small: typography: "{typography.label-14}" rounded: "{rounded.sm}" padding: "0 12px" height: 32px input-large: typography: "{typography.label-16}" rounded: "{rounded.sm}" padding: "0 12px" height: 48px

    Geist

    Overview

    Geist is Vercel’s design system for building consistent, developer-focused interfaces. The aesthetic is minimal and high-contrast: plenty of whitespace, restrained color, and content set on near-neutral surfaces. Prioritize readability and accessibility, and use color to signal state or hierarchy rather than decoration.

    This is the Light theme. The Dark theme uses the same token names with different values and lives at /design.dark.md. Colors are sRGB hex with Display P3 equivalents.

    Colors

    Each non-background scale runs 10 steps (1001000), and the step encodes intent, not just lightness:

    • 100 default background
    • 200 hover background
    • 300 active background
    • 400 default border
    • 500 hover border
    • 600 active border
    • 700 solid fill, high contrast
    • 800 solid fill, hover
    • 900 secondary text and icons
    • 1000 primary text and icons

    background-100 is the primary page and card surface; background-200 is a secondary surface for subtle separation. The gray-alpha-* tokens are translucent, so they layer over any background; use them for borders, dividers, overlays, and hover states. Solid gray-* holds its contrast on any surface, so use it for text and opaque fills. Accent scales carry meaning: blue for success, links, and focus; red for errors; amber for warnings; plus green, teal, purple, and pink. Use the hex tokens everywhere; each accent scale also ships a *-p3 wide-gamut value in oklch() for Display P3 screens. The Dark theme redefines the same names at /design.dark.md.

    Typography

    Geist Sans sets UI and prose; Geist Mono sets code, data, and tabular figures. Both are open-source. The typography tokens above carry concrete fontFamily, fontSize, fontWeight, lineHeight, and letterSpacing:

    • Headings, heading-72 through heading-14, title pages and sections; letterSpacing tightens as the size grows.
    • Labels, label-20 through label-12, carry single-line, scannable text: navigation, form labels, table headers, metadata.
    • Copy, copy-24 through copy-13, set multi-line body text with a taller lineHeight.
    • Buttons, button-16 through button-12, are medium-weight labels for buttons and compact controls.

    copy-14 and label-14 cover most text. The -mono tokens pair Geist Mono with the same metrics; prefer tabular figures when numbers need to align.

    Layout

    Spacing follows a 4px scale: 4, 8, 12, 16, 24, 32, 40, 64, 96px. Keep a three-step rhythm: 8px inside a group, 16px between groups, 32–40px between sections. Cards use 24px padding, 16px when compact and 32px for hero areas. Center content in a 1200px column with side padding that grows at wider breakpoints, and make every layout work on mobile and desktop. Breakpoints are sm 401px, md 601px, lg 961px, xl 1200px, and 2xl 1400px.

    Elevation & Depth

    Hierarchy comes from tonal surfaces and borders first, so shadows stay subtle. Apply these box-shadow values for the light theme:

    • Raised cards: 0 2px 2px rgba(0, 0, 0, 0.04)
    • Popovers and menus: 0 1px 1px rgba(0, 0, 0, 0.02), 0 4px 8px -4px rgba(0, 0, 0, 0.04), 0 16px 24px -8px rgba(0, 0, 0, 0.06)
    • Modals and dialogs: 0 1px 1px rgba(0, 0, 0, 0.02), 0 8px 16px -4px rgba(0, 0, 0, 0.04), 0 24px 32px -8px rgba(0, 0, 0, 0.06)

    Tooltips take the lightest of these. Pair each elevation with the matching radius below.

    Motion

    Use motion only when it clarifies a change, never for decoration. Most interactions should feel instant: a duration of 0ms is often the snappiest and best choice, and the call is context-dependent. When motion genuinely helps, such as revealing or moving an element, keep it short and physical with the easing cubic-bezier(0.175, 0.885, 0.32, 1.1): roughly 150ms for state changes, 200ms for popovers and tooltips, and 300ms for overlays and modals. Avoid long, looping, or attention-grabbing animation, and honor prefers-reduced-motion by dropping nonessential motion.

    Shapes

    Radii stay tight: 6px for everyday surfaces and controls, 12px for menus and modals, 16px for fullscreen surfaces. Reserve 9999px for pills, avatars, and circular controls. Keep one radius family per view rather than mixing rounded and sharp corners.

    Components

    The components tokens above give ready-to-use values per element (backgroundColor, textColor, rounded, height) drawn from this theme:

    • Primary button: solid gray-1000 fill with a background-100 label, for the single most important action on a view.
    • Secondary button: background-100 fill with a translucent gray-alpha-400 border.
    • Tertiary button: transparent fill with gray-1000 text for low-emphasis actions; it tints with gray-alpha on hover.
    • Error button: solid red-800 fill with white text, for destructive actions.
    • Input: background-100 fill, translucent border, 6px radius.

    The variant tokens are the default medium (40px) size. Use the button-small/input-small (32px) and button-large/input-large (48px) tokens for the other sizes; large buttons step up to button-16. Hover and active states step up the scale: a 100 fill becomes 200 on hover and 300 on active, and borders move from 400 to 500 to 600. Disabled uses a gray-100 fill, gray-700 text, and a not-allowed cursor. Focus shows a two-layer ring (box-shadow: 0 0 0 2px #ffffff, 0 0 0 4px #006bff): a 2px gap in the surface color, then a 2px blue-700 ring.

    Voice & Content

    Copy is part of the design; keep it precise and free of filler.

    • Use Title Case for labels, buttons, titles, and tabs; sentence case for body, helper text, and toasts.
    • Name actions with a verb and a noun (Deploy Project, Delete Member), never Confirm, OK, or a bare verb.
    • Write errors as what happened plus what to do next: Build failed. Bundle exceeds 50 MB. Reduce it or raise the limit.
    • Toasts name the specific thing that changed, drop the trailing period, and never say successfully: Project deleted, not Successfully deleted the project.
    • Empty states point to the first action: No deployments yet. Push to your Git repository to create one.
    • Use the present participle with an ellipsis for in-progress states: Deploying…, Saving….
    • Use numerals (3 projects), curly quotes, and the ellipsis character; skip please and marketing superlatives.

    Do's and Don'ts

    • Use the gray scale to rank information: 1000 for primary text, 900 for secondary, 700 for disabled.
    • Keep solid accent color for state and the single most important action on a view.
    • Hold WCAG AA contrast (4.5:1 for body text).
    • Show the focus ring on every interactive element at :focus-visible, and never remove an outline without a visible replacement.
    • Apply the typography tokens instead of setting font size, line height, or weight by hand.
    • Don’t signal state with color alone; pair it with an icon or text label.
    • Don’t use background-200 as a general fill; it is for subtle separation only.
    • Don’t mix rounded and sharp corners, or more than two font weights, in one view.
    • Don’t swap gray-* for background-*; they are separate scales.
  24. Devin
    Thinking

    The user is asking how to integrate the SQLite token-usage data into their app, and they've provided a Geist design system spec. Let me first understand the app structure to give a concrete integration plan.

    Let me look at the app structure first to give you a concrete integration plan rather than a generic one.

    exec(command: ls /Users/root1/devin-chats; echo "---";…)
    {
      "command": "ls /Users/root1/devin-chats; echo \"---\"; cat /Users/root1/devin-chats/package.json 2>/dev/null"
    }
    In 25,520Out 102Cache 769TTFT 1,126mstool_calls
  25. OutputOutput from command in shell e9c602:
    Output from command in shell e9c602:
    AGENTS.md
    app
    CLAUDE.md
    components
    eslint.config.mjs
    lib
    next-env.d.ts
    next.config.ts
    node_modules
    package-lock.json
    package.json
    postcss.config.mjs
    public
    README.md
    scripts
    supabase
    tsconfig.json
    ---
    {
      "name": "devin-chats",
      "version": "0.1.0",
      "private": true,
      "scripts": {
        "dev": "next dev",
        "build": "next build",
        "start": "next start",
        "lint": "next lint",
        "sync:bulk": "tsx scripts/sync-to-supabase.ts bulk",
        "sync:daemon": "tsx scripts/sync-to-supabase.ts daemon"
      },
      "dependencies": {
        "@supabase/supabase-js": "^2.39.0",
        "better-sqlite3": "^12.11.1",
        "next": "16.2.10",
        "next-themes": "^0.4.6",
        "react": "^19.0.0",
        "react-dom": "^19.0.0"
      },
      "devDependencies": {
        "@tailwindcss/postcss": "^4.0.0",
        "@types/better-sqlite3": "^7.6.13",
        "@types/node": "^20",
        "@types/react": "^19",
        "@types/react-dom": "^19",
        "eslint": "^9",
        "eslint-config-next": "16.2.10",
        "tailwindcss": "^4.0.0",
        "tsx": "^4.23.0",
        "typescript": "^5"
      }
    }
    
    
    Exit code: 0
  26. Devin
    exec(command: ls /Users/root1/devin-chats/app /Users/r…)
    {
      "command": "ls /Users/root1/devin-chats/app /Users/root1/devin-chats/components /Users/root1/devin-chats/lib /Users/root1/devin-chats/scripts /Users/root1/devin-chats/supabase 2>&1"
    }
    In 491Out 63Cache 26,288tool_calls
  27. OutputOutput from command in shell 0c8b76:
    Output from command in shell 0c8b76:
    /Users/root1/devin-chats/app:
    api
    favicon.ico
    globals.css
    layout.tsx
    not-found.tsx
    page.tsx
    session
    session-list.tsx
    
    /Users/root1/devin-chats/components:
    theme-provider.tsx
    theme-toggle.tsx
    
    /Users/root1/devin-chats/lib:
    data.ts
    format.ts
    paths.ts
    sqlite.ts
    supabase.ts
    
    /Users/root1/devin-chats/scripts:
    sync-to-supabase.ts
    
    /Users/root1/devin-chats/supabase:
    
    
    Exit code: 0
  28. Devin
    exec(command: cat /Users/root1/devin-chats/lib/sqlite.…)
    {
      "command": "cat /Users/root1/devin-chats/lib/sqlite.ts /Users/root1/devin-chats/lib/data.ts /Users/root1/devin-chats/lib/format.ts /Users/root1/devin-chats/lib/paths.ts"
    }
    In 195Out 57Cache 26,778tool_calls
  29. OutputOutput from command in shell b7f0e9:
    Output from command in shell b7f0e9:
    import Database from 'better-sqlite3'
    import { expandTilde } from './paths'
    
    export const DEFAULT_DB_PATH = '~/.local/share/devin/cli/sessions.db'
    
    // ─── Postgres row types (what Supabase expects) ───────────────────────────────
    
    export interface SessionRow {
      id: string
      working_directory: string
      backend_type: string
      model: string
      agent_mode: string
      created_at: string
      last_activity_at: string
      title: string | null
      main_chain_id: number | null
      shell_last_seen_index: number
      cogs_json: unknown
      workspace_dirs: string[] | null
      hidden: boolean
      metadata: string | null
    }
    
    export interface MessageNodeRow {
      row_id: number
      session_id: string
      node_id: number
      parent_node_id: number | null
      chat_message: string
      created_at: string
      metadata: string | null
    }
    
    // ─── Converter helpers ─────────────────────────────────────────────────────────
    
    /** Unix seconds → ISO 8601 timestamp string (Postgres timestamptz format). */
    function toTimestamp(unixSeconds: number): string {
      return new Date(unixSeconds * 1000).toISOString()
    }
    
    /** SQLite INTEGER (0/1) → Postgres boolean. */
    function toBool(val: number | null): boolean {
      return val === 1
    }
    
    /** Parse a TEXT column that holds JSON; returns the parsed value or null. */
    function toJsonObject(val: string | null): unknown {
      if (val === null) return null
      try {
        return JSON.parse(val)
      } catch {
        return null
      }
    }
    
    /** Parse a TEXT column that holds a JSON array of strings; returns parsed array or null. */
    function toStringArray(val: string | null): string[] | null {
      if (val === null) return null
      try {
        const parsed = JSON.parse(val)
        return Array.isArray(parsed) ? parsed : null
      } catch {
        return null
      }
    }
    
    // ─── Reader ────────────────────────────────────────────────────────────────────
    
    export interface SqliteReader {
      close(): void
      /** All sessions, or only those with last_activity_at > since (exclusive). */
      getSessions(since?: number): SessionRow[]
      /** Message nodes with row_id > since (exclusive), ordered by row_id ascending. */
      getMessageNodes(since: number, limit?: number): MessageNodeRow[]
      /** Max row_id in message_nodes (0 if table is empty). */
      getMaxRowId(): number
      /** Max last_activity_at in sessions (0 if table is empty). */
      getMaxActivity(): number
    }
    
    export function openSqlite(dbPath: string = DEFAULT_DB_PATH): SqliteReader {
      const resolved = expandTilde(dbPath)
      const db = new Database(resolved, { readonly: true, fileMustExist: true })
    
      // WAL mode is fine for read-only connections — SQLite handles this transparently.
    
      const stmtSessions = db.prepare<
        [],
        {
          id: string
          working_directory: string
          backend_type: string
          model: string
          agent_mode: string
          created_at: number
          last_activity_at: number
          title: string | null
          main_chain_id: number | null
          shell_last_seen_index: number
          cogs_json: string | null
          workspace_dirs: string | null
          hidden: number
          metadata: string | null
        }
      >(`
        SELECT id, working_directory, backend_type, model, agent_mode,
               created_at, last_activity_at, title, main_chain_id,
               shell_last_seen_index, cogs_json, workspace_dirs, hidden, metadata
        FROM sessions
        ORDER BY last_activity_at ASC
      `)
    
      const stmtSessionsSince = db.prepare<
        [number],
        {
          id: string
          working_directory: string
          backend_type: string
          model: string
          agent_mode: string
          created_at: number
          last_activity_at: number
          title: string | null
          main_chain_id: number | null
          shell_last_seen_index: number
          cogs_json: string | null
          workspace_dirs: string | null
          hidden: number
          metadata: string | null
        }
      >(`
        SELECT id, working_directory, backend_type, model, agent_mode,
               created_at, last_activity_at, title, main_chain_id,
               shell_last_seen_index, cogs_json, workspace_dirs, hidden, metadata
        FROM sessions
        WHERE last_activity_at > ?
        ORDER BY last_activity_at ASC
      `)
    
      const stmtMessages = db.prepare<
        [number, number],
        {
          row_id: number
          session_id: string
          node_id: number
          parent_node_id: number | null
          chat_message: string
          created_at: number
          metadata: string | null
        }
      >(`
        SELECT row_id, session_id, node_id, parent_node_id, chat_message,
               created_at, metadata
        FROM message_nodes
        WHERE row_id > ?
        ORDER BY row_id ASC
        LIMIT ?
      `)
    
      const stmtMaxRowId = db.prepare<[], { max: number | null }>(
        'SELECT MAX(row_id) AS max FROM message_nodes'
      )
    
      const stmtMaxActivity = db.prepare<[], { max: number | null }>(
        'SELECT MAX(last_activity_at) AS max FROM sessions'
      )
    
      function convertSession(r: {
        id: string
        working_directory: string
        backend_type: string
        model: string
        agent_mode: string
        created_at: number
        last_activity_at: number
        title: string | null
        main_chain_id: number | null
        shell_last_seen_index: number
        cogs_json: string | null
        workspace_dirs: string | null
        hidden: number
        metadata: string | null
      }): SessionRow {
        return {
          id: r.id,
          working_directory: r.working_directory,
          backend_type: r.backend_type,
          model: r.model,
          agent_mode: r.agent_mode,
          created_at: toTimestamp(r.created_at),
          last_activity_at: toTimestamp(r.last_activity_at),
          title: r.title,
          main_chain_id: r.main_chain_id,
          shell_last_seen_index: r.shell_last_seen_index,
          cogs_json: toJsonObject(r.cogs_json),
          workspace_dirs: toStringArray(r.workspace_dirs),
          hidden: toBool(r.hidden),
          metadata: r.metadata,
        }
      }
    
      function convertMessage(r: {
        row_id: number
        session_id: string
        node_id: number
        parent_node_id: number | null
        chat_message: string
        created_at: number
        metadata: string | null
      }): MessageNodeRow {
        return {
          row_id: r.row_id,
          session_id: r.session_id,
          node_id: r.node_id,
          parent_node_id: r.parent_node_id,
          chat_message: r.chat_message,
          created_at: toTimestamp(r.created_at),
          metadata: r.metadata,
        }
      }
    
      return {
        close() {
          db.close()
        },
    
        getSessions(since?: number) {
          const raw =
            since !== undefined ? stmtSessionsSince.all(since) : stmtSessions.all()
          return raw.map(convertSession)
        },
    
        getMessageNodes(since: number, limit = 500) {
          return stmtMessages.all(since, limit).map(convertMessage)
        },
    
        getMaxRowId() {
          return stmtMaxRowId.get()?.max ?? 0
        },
    
        getMaxActivity() {
          return stmtMaxActivity.get()?.max ?? 0
        },
      }
    }
    import { supabase } from './supabase'
    
    export interface Session {
      id: string
      working_directory: string
      backend_type: string
      model: string
      agent_mode: string
      created_at: string
      last_activity_at: string
      title: string | null
      hidden: boolean
    }
    
    export interface ToolCall {
      id: string
      name: string
      arguments: Record<string, unknown>
    }
    
    export interface ChatMessage {
      message_id: string
      node_id: number
      role: 'system' | 'user' | 'assistant' | 'tool'
      content: string
      tool_calls?: ToolCall[]
      thinking?: string
      created_at?: string
    }
    
    const PAGE = 1000
    
    export async function getSessions(): Promise<Session[]> {
      const all: Session[] = []
      for (let from = 0; ; from += PAGE) {
        const { data, error } = await supabase
          .from('sessions')
          .select(
            'id, working_directory, backend_type, model, agent_mode, created_at, last_activity_at, title, hidden'
          )
          .eq('hidden', false)
          .order('last_activity_at', { ascending: false })
          .range(from, from + PAGE - 1)
        if (error) throw new Error(error.message)
        all.push(...(data ?? []))
        if (!data || data.length < PAGE) break
      }
      return all
    }
    
    export async function getSession(id: string): Promise<Session | null> {
      const { data } = await supabase
        .from('sessions')
        .select('*')
        .eq('id', id)
        .single()
      return data
    }
    
    interface RawNode {
      node_id: number
      chat_message: string
    }
    
    /**
     * Fetches every message node (paginating past PostgREST's 1000-row cap),
     * parses the chat_message JSON, and dedupes streaming snapshots that share
     * a message_id (the last node wins).
     */
    export async function getSessionMessages(
      sessionId: string
    ): Promise<ChatMessage[]> {
      const nodes: RawNode[] = []
      for (let from = 0; ; from += PAGE) {
        const { data, error } = await supabase
          .from('message_nodes')
          .select('node_id, chat_message')
          .eq('session_id', sessionId)
          .order('node_id', { ascending: true })
          .range(from, from + PAGE - 1)
        if (error) throw new Error(error.message)
        nodes.push(...(data ?? []))
        if (!data || data.length < PAGE) break
      }
    
      const byId = new Map<string, ChatMessage>()
      for (const node of nodes) {
        const parsed = parseMessage(node)
        if (parsed) byId.set(parsed.message_id, parsed)
      }
      return [...byId.values()].sort((a, b) => a.node_id - b.node_id)
    }
    
    function parseMessage(node: RawNode): ChatMessage | null {
      try {
        const raw = JSON.parse(node.chat_message)
        if (!raw || typeof raw.role !== 'string') return null
        return {
          message_id: raw.message_id ?? `node-${node.node_id}`,
          node_id: node.node_id,
          role: raw.role,
          content: typeof raw.content === 'string' ? raw.content : '',
          tool_calls: Array.isArray(raw.tool_calls)
            ? raw.tool_calls.map((tc: { id?: string; name?: string; arguments?: Record<string, unknown> }) => ({
                id: tc.id ?? '',
                name: tc.name ?? 'unknown',
                arguments: tc.arguments ?? {},
              }))
            : undefined,
          thinking:
            typeof raw.thinking?.thinking === 'string'
              ? raw.thinking.thinking
              : undefined,
          created_at: raw.metadata?.created_at ?? undefined,
        }
      } catch {
        return null
      }
    }export function relativeTime(iso: string): string {
      const then = new Date(iso).getTime()
      const diff = Date.now() - then
      const minutes = Math.floor(diff / 60_000)
      if (minutes < 1) return 'just now'
      if (minutes < 60) return `${minutes}m ago`
      const hours = Math.floor(minutes / 60)
      if (hours < 24) return `${hours}h ago`
      const days = Math.floor(hours / 24)
      if (days < 30) return `${days}d ago`
      return formatDate(iso)
    }
    
    export function formatDate(iso: string): string {
      return new Date(iso).toLocaleDateString('en-US', {
        month: 'short',
        day: 'numeric',
        year: 'numeric',
        timeZone: 'UTC',
      })
    }
    
    export function formatDateTime(iso: string): string {
      return new Date(iso).toLocaleString('en-US', {
        month: 'short',
        day: 'numeric',
        year: 'numeric',
        hour: 'numeric',
        minute: '2-digit',
        timeZone: 'UTC',
        timeZoneName: 'short',
      })
    }
    
    /** Shortens /Users/foo/bar → ~/bar */
    export function shortenPath(path: string): string {
      return path.replace(/^\/Users\/[^/]+/, '~')
    }import { homedir } from 'os'
    import path from 'path'
    
    /** Expand a leading `~` to the user's home directory. */
    export function expandTilde(p: string): string {
      if (p === '~') return homedir()
      if (p.startsWith('~/')) return path.join(homedir(), p.slice(2))
      return p
    }
    
    
    Exit code: 0
  30. Devin
    exec(command: cat /Users/root1/devin-chats/app/page.ts…)
    {
      "command": "cat /Users/root1/devin-chats/app/page.tsx /Users/root1/devin-chats/app/session-list.tsx /Users/root1/devin-chats/app/layout.tsx /Users/root1/devin-chats/app/globals.css 2>&1 | head -300"
    }
    In 2,967Out 68Cache 26,972tool_calls
  31. OutputOutput from command in shell ebfc04:
    Output from command in shell ebfc04:
    import { getSessions } from '@/lib/data'
    import { SessionList } from './session-list'
    import { ThemeToggle } from '@/components/theme-toggle'
    
    export const dynamic = 'force-dynamic'
    
    export default async function Home() {
      const sessions = await getSessions()
    
      return (
        <div className="mx-auto w-full max-w-[1000px] px-4 py-10 sm:px-6 md:py-16">
          <header className="mb-8 flex items-start justify-between">
            <div>
              <h1 className="text-[32px] font-semibold leading-10 tracking-[-1.28px] text-gray-1000">
                Devin Sessions
              </h1>
              <p className="mt-1 text-sm leading-5 text-gray-900">
                {sessions.length} conversations from the Devin CLI, synced from
                local history
              </p>
            </div>
            <ThemeToggle />
          </header>
    
          <SessionList sessions={sessions} />
    
          <footer className="mt-10 border-t border-gray-alpha-400 pt-6">
            <p className="text-[13px] leading-4 text-gray-700">
              API:{' '}
              <a
                href="/api/sessions"
                className="font-mono text-gray-900 hover:text-gray-1000"
              >
                /api/sessions
              </a>
              {' · '}
              <span className="font-mono">/api/session/[id]</span>
            </p>
          </footer>
        </div>
      )
    }'use client'
    
    import { useMemo, useState } from 'react'
    import Link from 'next/link'
    import type { Session } from '@/lib/data'
    import { relativeTime, shortenPath } from '@/lib/format'
    
    export function SessionList({ sessions }: { sessions: Session[] }) {
      const [query, setQuery] = useState('')
    
      const filtered = useMemo(() => {
        const q = query.trim().toLowerCase()
        if (!q) return sessions
        return sessions.filter((s) =>
          [s.title, s.id, s.model, s.working_directory]
            .filter(Boolean)
            .some((field) => field!.toLowerCase().includes(q))
        )
      }, [sessions, query])
    
      return (
        <div>
          <input
            type="search"
            value={query}
            onChange={(e) => setQuery(e.target.value)}
            placeholder="Search sessions…"
            aria-label="Search sessions"
            className="mb-6 h-10 w-full max-w-md rounded-sm border border-gray-alpha-500 bg-background-100 px-3 text-sm leading-5 text-gray-1000 placeholder:text-gray-700 hover:border-gray-alpha-600"
          />
    
          {filtered.length === 0 ? (
            <div className="rounded-sm border border-gray-alpha-400 px-6 py-16 text-center">
              <p className="text-sm leading-5 text-gray-900">
                No sessions match “{query}”. Clear the search to see all{' '}
                {sessions.length} sessions.
              </p>
            </div>
          ) : (
            <ul className="divide-y divide-gray-alpha-400 rounded-sm border border-gray-alpha-400">
              {filtered.map((session) => (
                <li key={session.id}>
                  <Link
                    href={`/session/${session.id}`}
                    className="block px-4 py-3 transition-colors duration-150 hover:bg-gray-alpha-100 sm:px-5"
                  >
                    <div className="flex items-baseline justify-between gap-4">
                      <span className="truncate text-sm font-medium leading-5 text-gray-1000">
                        {session.title || session.id}
                      </span>
                      <span className="shrink-0 font-mono text-xs leading-4 text-gray-700">
                        {relativeTime(session.last_activity_at)}
                      </span>
                    </div>
                    <div className="mt-1 flex items-center gap-2 overflow-hidden">
                      <span className="shrink-0 rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs leading-4 text-gray-900">
                        {session.model}
                      </span>
                      {session.agent_mode !== 'normal' && (
                        <span className="shrink-0 rounded-full bg-amber-100 px-2 py-0.5 font-mono text-xs leading-4 text-amber-900">
                          {session.agent_mode}
                        </span>
                      )}
                      <span className="truncate font-mono text-xs leading-4 text-gray-700">
                        {shortenPath(session.working_directory)}
                      </span>
                    </div>
                  </Link>
                </li>
              ))}
            </ul>
          )}
        </div>
      )
    }import type { Metadata } from "next";
    import { Geist, Geist_Mono } from "next/font/google";
    import "./globals.css";
    import { ThemeProvider } from "@/components/theme-provider";
    
    const geistSans = Geist({
      variable: "--font-geist-sans",
      subsets: ["latin"],
    });
    
    const geistMono = Geist_Mono({
      variable: "--font-geist-mono",
      subsets: ["latin"],
    });
    
    export const metadata: Metadata = {
      title: "Devin Sessions",
      description: "Browse Devin CLI conversation history",
    };
    
    export default function RootLayout({
      children,
    }: Readonly<{
      children: React.ReactNode;
    }>) {
      return (
        <html
          lang="en"
          className={`${geistSans.variable} ${geistMono.variable} h-full antialiased`}
          suppressHydrationWarning
        >
          <body className="min-h-full flex flex-col">
            <ThemeProvider
              attribute="class"
              defaultTheme="system"
              enableSystem
              disableTransitionOnChange
            >
              {children}
            </ThemeProvider>
          </body>
        </html>
      );
    }@import "tailwindcss";
    
    @theme {
      /* Shape */
      --radius-sm: 6px;
      --radius-md: 12px;
      --radius-lg: 16px;
    
      /* Type */
      --font-sans: var(--font-geist-sans);
      --font-mono: var(--font-geist-mono);
    }
    
    /* Light Theme */
    :root {
      /* Geist Light — surfaces */
      --color-background-100: #ffffff;
      --color-background-200: #fafafa;
    
      /* Geist Light — gray scale */
      --color-gray-100: #f2f2f2;
      --color-gray-200: #ebebeb;
      --color-gray-300: #e6e6e6;
      --color-gray-400: #eaeaea;
      --color-gray-500: #c9c9c9;
      --color-gray-600: #a8a8a8;
      --color-gray-700: #8f8f8f;
      --color-gray-800: #7d7d7d;
      --color-gray-900: #4d4d4d;
      --color-gray-1000: #171717;
    
      /* Geist Light — translucent grays (borders, dividers, hovers) */
      --color-gray-alpha-100: #0000000d;
      --color-gray-alpha-200: #00000015;
      --color-gray-alpha-300: #0000001a;
      --color-gray-alpha-400: #00000014;
      --color-gray-alpha-500: #00000036;
      --color-gray-alpha-600: #0000003d;
      --color-gray-alpha-700: #00000070;
      --color-gray-alpha-900: #000000b3;
    
      /* Accents */
      --color-blue-100: #f0f7ff;
      --color-blue-400: #cae7ff;
      --color-blue-700: #006bff;
      --color-blue-900: #005ff2;
      --color-amber-100: #fff6de;
      --color-amber-900: #aa4d00;
      --color-green-100: #ecfdec;
      --color-green-900: #107d32;
      --color-purple-100: #faf0ff;
      --color-purple-900: #7d00cc;
      --color-red-800: #ea001d;
    
      /* Elevation */
      --shadow-card: 0 2px 2px rgba(0, 0, 0, 0.04);
      --shadow-popover: 0 1px 1px rgba(0, 0, 0, 0.02),
        0 4px 8px -4px rgba(0, 0, 0, 0.04), 0 16px 24px -8px rgba(0, 0, 0, 0.06);
    
      /* Focus ring gap color */
      --focus-ring-gap: #ffffff;
    }
    
    /* Dark Theme */
    .dark {
      /* Geist Dark — surfaces */
      --color-background-100: #0a0a0a;
      --color-background-200: #111111;
    
      /* Geist Dark — gray scale */
      --color-gray-100: #1a1a1a;
      --color-gray-200: #222222;
      --color-gray-300: #2a2a2a;
      --color-gray-400: #333333;
      --color-gray-500: #444444;
      --color-gray-600: #555555;
      --color-gray-700: #666666;
      --color-gray-800: #888888;
      --color-gray-900: #a0a0a0;
      --color-gray-1000: #ededed;
    
      /* Geist Dark — translucent grays (borders, dividers, hovers) */
      --color-gray-alpha-100: #ffffff0d;
      --color-gray-alpha-200: #ffffff15;
      --color-gray-alpha-300: #ffffff1a;
      --color-gray-alpha-400: #ffffff14;
      --color-gray-alpha-500: #ffffff36;
      --color-gray-alpha-600: #ffffff3d;
      --color-gray-alpha-700: #ffffff70;
      --color-gray-alpha-900: #ffffffb3;
    
      /* Accents */
      --color-blue-100: #0a1628;
      --color-blue-400: #1a3a5c;
      --color-blue-700: #3b82f6;
      --color-blue-900: #60a5fa;
      --color-amber-100: #1a1508;
      --color-amber-900: #fbbf24;
      --color-green-100: #0a1a0f;
      --color-green-900: #34d399;
      --color-purple-100: #1a0a1f;
      --color-purple-900: #a855f7;
      --color-red-800: #ef4444;
    
      /* Elevation */
      --shadow-card: 0 2px 2px rgba(0, 0, 0, 0.3);
      --shadow-popover: 0 1px 1px rgba(0, 0, 0, 0.2),
        0 4px 8px -4px rgba(0, 0, 0, 0.3), 0 16px 24px -8px rgba(0, 0, 0, 0.4);
    
      /* Focus ring gap color */
      --focus-ring-gap: #0a0a0a;
    }
    
    body {
      background: var(--color-background-100);
      color: var(--color-gray-1000);
      font-family: var(--font-geist-sans), system-ui, sans-serif;
      text-rendering: optimizeLegibility;
    }
    
    ::selection {
      background: var(--color-blue-400);
    }
    
    /* Focus ring: 2px surface gap + 2px blue-700 ring */
    :focus-visible {
      outline: none;
      box-shadow: 0 0 0 2px var(--focus-ring-gap), 0 0 0 4px var(--color-blue-700);
      border-radius: var(--radius-sm);
    }
    
    /* Collapsible marker styling for details/summary */
    details > summary {
      cursor: pointer;
      list-style: none;
      user-select: none;
    }
    details > summary::-webkit-details-marker {
      display: none;
    }
    details > summary .chevron {
      transition: transform 150ms cubic-bezier(0.175, 0.885, 0.32, 1.1);
    … (10 lines truncated)
    
    Exit code: 0
    
    `| head -300` was parsed out (300 of 310 total lines shown).
    <truncation_notice>
    Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/ad690e9a/content.txt
    </truncation_notice>
  32. Devin
    exec(command: ls /Users/root1/devin-chats/app/session …)
    {
      "command": "ls /Users/root1/devin-chats/app/session /Users/root1/devin-chats/app/api; echo \"---\"; cat /Users/root1/devin-chats/scripts/sync-to-supabase.ts | head -200"
    }
    In 2,885Out 56Cache 29,938tool_calls
  33. OutputOutput from command in shell b4eb92:
    Output from command in shell b4eb92:
    /Users/root1/devin-chats/app/api:
    session
    sessions
    
    /Users/root1/devin-chats/app/session:
    [id]
    ---
    #!/usr/bin/env tsx
    /**
     * sync-to-supabase.ts
     *
     * Bridges the local Devin SQLite database (~/.local/share/devin/cli/sessions.db)
     * to the remote Supabase Postgres instance. Runs in two modes:
     *
     *   bulk   — one-shot full sync of all sessions + message_nodes
     *   daemon — continuous polling; syncs new/updated rows as Devin writes them
     *
     * Usage:
     *   npx tsx scripts/sync-to-supabase.ts bulk
     *   npx tsx scripts/sync-to-supabase.ts daemon [--interval 2000]
     */
    
    import { createClient } from '@supabase/supabase-js'
    import { readFileSync, writeFileSync, existsSync } from 'fs'
    import path from 'path'
    import { openSqlite, DEFAULT_DB_PATH, type SessionRow, type MessageNodeRow } from '../lib/sqlite'
    
    // ─── Load .env.local (standalone scripts don't get Next.js env loading) ────────
    
    function loadEnvFile() {
      const envPath = path.join(process.cwd(), '.env.local')
      if (!existsSync(envPath)) return
      for (const line of readFileSync(envPath, 'utf-8').split('\n')) {
        const trimmed = line.trim()
        if (!trimmed || trimmed.startsWith('#')) continue
        const eq = trimmed.indexOf('=')
        if (eq === -1) continue
        const key = trimmed.slice(0, eq).trim()
        const val = trimmed.slice(eq + 1).trim()
        if (!process.env[key]) process.env[key] = val
      }
    }
    loadEnvFile()
    
    // ─── Config ────────────────────────────────────────────────────────────────────
    
    const SUPABASE_URL = process.env.NEXT_PUBLIC_SUPABASE_URL!
    const SUPABASE_KEY =
      process.env.SUPABASE_SERVICE_ROLE_KEY ?? // prefer service role for writes
      process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!
    
    const DB_PATH = process.env.DEVIN_DB_PATH ?? DEFAULT_DB_PATH
    const STATE_FILE = path.join(process.cwd(), '.sync-state.json')
    const DEFAULT_INTERVAL_MS = 2000
    const BATCH_SIZE = 500
    
    if (!SUPABASE_URL || !SUPABASE_KEY) {
      console.error(
        'Missing Supabase env vars. Set NEXT_PUBLIC_SUPABASE_URL and NEXT_PUBLIC_SUPABASE_ANON_KEY (or SUPABASE_SERVICE_ROLE_KEY).'
      )
      process.exit(1)
    }
    
    const supabase = createClient(SUPABASE_URL, SUPABASE_KEY, {
      auth: { persistSession: false },
    })
    
    // ─── State persistence ─────────────────────────────────────────────────────────
    
    interface SyncState {
      last_message_row_id: number
      last_session_activity: number
    }
    
    function loadState(): SyncState {
      if (existsSync(STATE_FILE)) {
        return JSON.parse(readFileSync(STATE_FILE, 'utf-8'))
      }
      return { last_message_row_id: 0, last_session_activity: 0 }
    }
    
    function saveState(state: SyncState) {
      writeFileSync(STATE_FILE, JSON.stringify(state, null, 2))
    }
    
    // ─── Upsert helpers ────────────────────────────────────────────────────────────
    
    async function upsertSessions(rows: SessionRow[]): Promise<number> {
      if (rows.length === 0) return 0
      const { error } = await supabase
        .from('sessions')
        .upsert(rows, { onConflict: 'id' })
      if (error) throw new Error(`sessions upsert failed: ${error.message}`)
      return rows.length
    }
    
    async function upsertMessageNodes(rows: MessageNodeRow[]): Promise<number> {
      if (rows.length === 0) return 0
      const { error } = await supabase
        .from('message_nodes')
        .upsert(rows, { onConflict: 'row_id' })
      if (error) throw new Error(`message_nodes upsert failed: ${error.message}`)
      return rows.length
    }
    
    // ─── Bulk sync ─────────────────────────────────────────────────────────────────
    
    async function bulkSync() {
      const reader = openSqlite(DB_PATH)
      try {
        console.log('Bulk sync: reading sessions from SQLite...')
        const sessions = reader.getSessions()
        console.log(`  ${sessions.length} sessions`)
    
        // Upsert sessions in batches of 100
        let sCount = 0
        for (let i = 0; i < sessions.length; i += 100) {
          const batch = sessions.slice(i, i + 100)
          sCount += await upsertSessions(batch)
          process.stdout.write(`\r  sessions: ${sCount}/${sessions.length}`)
        }
        console.log('')
    
        console.log('Bulk sync: reading message_nodes from SQLite...')
        let mCount = 0
        let since = 0
        for (;;) {
          const batch = reader.getMessageNodes(since, BATCH_SIZE)
          if (batch.length === 0) break
          await upsertMessageNodes(batch)
          mCount += batch.length
          since = batch[batch.length - 1].row_id
          process.stdout.write(`\r  message_nodes: ${mCount}`)
        }
        console.log('')
    
        const state: SyncState = {
          last_message_row_id: reader.getMaxRowId(),
          last_session_activity: reader.getMaxActivity(),
        }
        saveState(state)
        console.log(`Done. State saved: ${JSON.stringify(state)}`)
      } finally {
        reader.close()
      }
    }
    
    // ─── Daemon sync ───────────────────────────────────────────────────────────────
    
    async function daemonSync(intervalMs: number) {
      const state = loadState()
      const reader = openSqlite(DB_PATH)
    
      console.log(`Daemon started. Polling every ${intervalMs}ms.`)
      console.log(`  DB:           ${DB_PATH}`)
      console.log(`  State:        ${JSON.stringify(state)}`)
      console.log(`  Supabase:     ${SUPABASE_URL}`)
      console.log('  Press Ctrl+C to stop.\n')
    
      let polling = false
    
      async function tick() {
        if (polling) return // skip if previous tick is still running
        polling = true
        try {
          // 1. Sync new/updated sessions
          const sessions = reader.getSessions(state.last_session_activity)
          if (sessions.length > 0) {
            await upsertSessions(sessions)
            state.last_session_activity = reader.getMaxActivity()
            console.log(
              `[${new Date().toISOString()}] synced ${sessions.length} session(s)`
            )
          }
    
          // 2. Sync new message_nodes (per tool call / per message)
          let batch = reader.getMessageNodes(state.last_message_row_id, BATCH_SIZE)
          while (batch.length > 0) {
            await upsertMessageNodes(batch)
            state.last_message_row_id = batch[batch.length - 1].row_id
            console.log(
              `[${new Date().toISOString()}] synced ${batch.length} message_node(s) (up to row_id ${state.last_message_row_id})`
            )
            batch = reader.getMessageNodes(state.last_message_row_id, BATCH_SIZE)
          }
    
          saveState(state)
        } catch (err) {
          console.error(`[${new Date().toISOString()}] sync error:`, err)
        } finally {
          polling = false
        }
      }
    
      // Run immediately, then on interval
      await tick()
      const timer = setInterval(tick, intervalMs)
    
      // Graceful shutdown
      process.on('SIGINT', () => {
        clearInterval(timer)
        reader.close()
        saveState(state)
        console.log('\nDaemon stopped. State saved.')
        process.exit(0)
      })
      process.on('SIGTERM', () => {
    
    
    Exit code: 0
  34. Devin
    exec(command: ls /Users/root1/devin-chats/app/session/…)
    {
      "command": "ls /Users/root1/devin-chats/app/session/\\[id\\] /Users/root1/devin-chats/app/api/session /Users/root1/devin-chats/app/api/sessions; echo \"---\"; cat /Users/root1/devin-chats/app/session/\\[id\\]/page.tsx 2>&1 | head -200"
    }
    In 1,761Out 80Cache 32,822tool_calls
  35. OutputOutput from command in shell 695ad4:
    Output from command in shell 695ad4:
    /Users/root1/devin-chats/app/api/session:
    [id]
    
    /Users/root1/devin-chats/app/api/sessions:
    route.ts
    
    /Users/root1/devin-chats/app/session/[id]:
    message.tsx
    page.tsx
    ---
    import Link from 'next/link'
    import { notFound } from 'next/navigation'
    import { getSession, getSessionMessages } from '@/lib/data'
    import { formatDateTime, shortenPath } from '@/lib/format'
    import { Message } from './message'
    import { ThemeToggle } from '@/components/theme-toggle'
    
    export const dynamic = 'force-dynamic'
    
    export default async function SessionPage({
      params,
    }: {
      params: Promise<{ id: string }>
    }) {
      const { id } = await params
      const session = await getSession(id)
      if (!session) notFound()
    
      const messages = await getSessionMessages(id)
      const conversation = messages.filter((m) => m.role !== 'system')
      const systemMessages = messages.filter((m) => m.role === 'system')
    
      return (
        <div className="mx-auto w-full max-w-[800px] px-4 py-10 sm:px-6 md:py-16">
          <header className="mb-8 flex items-start justify-between">
            <div className="min-w-0">
              <Link
                href="/"
                className="mb-4 inline-flex h-8 items-center gap-1 rounded-sm px-1.5 text-sm font-medium leading-5 text-gray-900 transition-colors duration-150 hover:bg-gray-alpha-100 hover:text-gray-1000 -ml-1.5"
              >
                <svg width="14" height="14" viewBox="0 0 16 16" fill="none" aria-hidden>
                  <path
                    d="M10 3L5 8L10 13"
                    stroke="currentColor"
                    strokeWidth="1.5"
                    strokeLinecap="round"
                    strokeLinejoin="round"
                  />
                </svg>
                Sessions
              </Link>
              <h1 className="text-2xl font-semibold leading-8 tracking-[-0.96px] text-gray-1000">
                {session.title || session.id}
              </h1>
              <div className="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 font-mono text-xs leading-4 text-gray-700">
                <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
                  {session.model}
                </span>
                <span>{session.agent_mode}</span>
                <span>{shortenPath(session.working_directory)}</span>
                <span>{formatDateTime(session.last_activity_at)}</span>
              </div>
            </div>
            <ThemeToggle />
          </header>
    
          {systemMessages.length > 0 && (
            <details className="mb-6 rounded-sm border border-gray-alpha-400">
              <summary className="flex items-center gap-2 px-4 py-2.5 text-[13px] leading-4 text-gray-900 hover:bg-gray-alpha-100">
                <Chevron />
                {systemMessages.length} system{' '}
                {systemMessages.length === 1 ? 'message' : 'messages'}
              </summary>
              <div className="divide-y divide-gray-alpha-400 border-t border-gray-alpha-400">
                {systemMessages.map((m) => (
                  <pre
                    key={m.message_id}
                    className="max-h-80 overflow-auto whitespace-pre-wrap break-words px-4 py-3 font-mono text-xs leading-4 text-gray-900"
                  >
                    {m.content}
                  </pre>
                ))}
              </div>
            </details>
          )}
    
          {conversation.length === 0 ? (
            <div className="rounded-sm border border-gray-alpha-400 px-6 py-16 text-center">
              <p className="text-sm leading-5 text-gray-900">
                No messages in this session yet.
              </p>
            </div>
          ) : (
            <ol className="flex flex-col gap-6">
              {conversation.map((message) => (
                <li key={message.message_id}>
                  <Message message={message} />
                </li>
              ))}
            </ol>
          )}
    
          <footer className="mt-12 border-t border-gray-alpha-400 pt-6">
            <p className="text-[13px] leading-4 text-gray-700">
              Raw JSON:{' '}
              <a
                href={`/api/session/${id}`}
                className="font-mono text-gray-900 hover:text-gray-1000"
              >
                /api/session/{id}
              </a>
            </p>
          </footer>
        </div>
      )
    }
    
    function Chevron() {
      return (
        <svg
          className="chevron shrink-0"
          width="12"
          height="12"
          viewBox="0 0 16 16"
          fill="none"
          aria-hidden
        >
          <path
            d="M6 3L11 8L6 13"
            stroke="currentColor"
            strokeWidth="1.5"
            strokeLinecap="round"
            strokeLinejoin="round"
          />
        </svg>
      )
    }
    
    Exit code: 0
  36. Devin
    exec(command: cat /Users/root1/devin-chats/app/session…)
    {
      "command": "cat /Users/root1/devin-chats/app/session/\\[id\\]/message.tsx; echo \"===API===\"; cat /Users/root1/devin-chats/app/api/sessions/route.ts; echo \"===SESSION API===\"; cat /Users/root1/devin-chats/app/api/session/\\[id\\]/route.ts"
    }
    In 35,728Out 79Cache 58tool_calls
  37. OutputOutput from command in shell 4c82af:
    Output from command in shell 4c82af:
    import type { ChatMessage } from '@/lib/data'
    
    export function Message({ message }: { message: ChatMessage }) {
      switch (message.role) {
        case 'user':
          return <UserMessage message={message} />
        case 'assistant':
          return <AssistantMessage message={message} />
        case 'tool':
          return <ToolResult message={message} />
        default:
          return null
      }
    }
    
    function UserMessage({ message }: { message: ChatMessage }) {
      return (
        <div>
          <RoleLabel>You</RoleLabel>
          <div className="rounded-sm bg-gray-100 px-4 py-3">
            <p className="whitespace-pre-wrap break-words text-sm leading-5 text-gray-1000">
              {message.content}
            </p>
          </div>
        </div>
      )
    }
    
    function AssistantMessage({ message }: { message: ChatMessage }) {
      const hasBody =
        message.content || message.thinking || message.tool_calls?.length
      if (!hasBody) return null
    
      return (
        <div>
          <RoleLabel>Devin</RoleLabel>
          <div className="flex flex-col gap-2">
            {message.thinking && (
              <details>
                <summary className="inline-flex items-center gap-1.5 rounded-sm py-0.5 text-[13px] leading-4 text-gray-700 hover:text-gray-900">
                  <Chevron />
                  Thinking
                </summary>
                <p className="mt-2 whitespace-pre-wrap break-words border-l-2 border-gray-alpha-300 pl-3 text-[13px] leading-[18px] text-gray-800">
                  {message.thinking}
                </p>
              </details>
            )}
    
            {message.content && (
              <p className="whitespace-pre-wrap break-words text-sm leading-6 text-gray-1000">
                {message.content}
              </p>
            )}
    
            {message.tool_calls?.map((call) => (
              <details
                key={call.id || call.name}
                className="rounded-sm border border-gray-alpha-400"
              >
                <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
                  <Chevron />
                  <span className="truncate font-mono text-xs leading-4 text-gray-900">
                    {call.name}
                    <span className="text-gray-600">
                      ({summarizeArgs(call.arguments)})
                    </span>
                  </span>
                </summary>
                <pre className="max-h-72 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900">
                  {JSON.stringify(call.arguments, null, 2)}
                </pre>
              </details>
            ))}
          </div>
        </div>
      )
    }
    
    function ToolResult({ message }: { message: ChatMessage }) {
      if (!message.content) return null
      const preview = message.content.split('\n')[0].slice(0, 100)
    
      return (
        <details className="rounded-sm border border-gray-alpha-400 bg-background-200">
          <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
            <Chevron />
            <span className="shrink-0 font-mono text-xs leading-4 text-gray-700">
              Output
            </span>
            <span className="truncate font-mono text-xs leading-4 text-gray-600">
              {preview}
            </span>
          </summary>
          <pre className="max-h-96 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900">
            {message.content}
          </pre>
        </details>
      )
    }
    
    function RoleLabel({ children }: { children: React.ReactNode }) {
      return (
        <div className="mb-1.5 text-xs font-medium leading-4 text-gray-700">
          {children}
        </div>
      )
    }
    
    function summarizeArgs(args: Record<string, unknown>): string {
      const parts = Object.entries(args).map(([key, value]) => {
        const str = typeof value === 'string' ? value : JSON.stringify(value)
        return `${key}: ${str.length > 40 ? str.slice(0, 40) + '…' : str}`
      })
      const joined = parts.join(', ')
      return joined.length > 80 ? joined.slice(0, 80) + '…' : joined
    }
    
    function Chevron() {
      return (
        <svg
          className="chevron shrink-0"
          width="12"
          height="12"
          viewBox="0 0 16 16"
          fill="none"
          aria-hidden
        >
          <path
            d="M6 3L11 8L6 13"
            stroke="currentColor"
            strokeWidth="1.5"
            strokeLinecap="round"
            strokeLinejoin="round"
          />
        </svg>
      )
    }===API===
    import { NextResponse } from 'next/server'
    import { getSessions } from '@/lib/data'
    
    export const dynamic = 'force-dynamic'
    
    export async function GET() {
      try {
        const sessions = await getSessions()
        return NextResponse.json({ count: sessions.length, sessions })
      } catch (error) {
        return NextResponse.json(
          { error: error instanceof Error ? error.message : 'Failed to fetch sessions' },
          { status: 500 }
        )
      }
    }===SESSION API===
    import { NextResponse } from 'next/server'
    import { getSession, getSessionMessages } from '@/lib/data'
    
    export const dynamic = 'force-dynamic'
    
    export async function GET(
      request: Request,
      { params }: { params: Promise<{ id: string }> }
    ) {
      try {
        const { id } = await params
        const session = await getSession(id)
        if (!session) {
          return NextResponse.json({ error: 'Session not found' }, { status: 404 })
        }
    
        const messages = await getSessionMessages(id)
        return NextResponse.json({
          session,
          message_count: messages.length,
          messages,
        })
      } catch (error) {
        return NextResponse.json(
          { error: error instanceof Error ? error.message : 'Failed to fetch session' },
          { status: 500 }
        )
      }
    }
    
    Exit code: 0
  38. Devin
    Thinking

    Now I have a complete picture. The app: - Reads from Supabase (synced from local SQLite via `sync-to-supabase.ts`) - Has `lib/data.ts` with `getSessions`, `getSession`, `getSessionMessages` that fetch from Supabase - `parseMessage` in `data.ts` already extracts `created_at` from `raw.metadata` but throws away `metrics` - `ChatMessage` type doesn't include metrics - The session page renders messages via `Message` component - The session list shows model/mode/path/time The token usage data lives in `chat_message.metadata.metrics` (input_tokens, output_tokens, cache_read_tokens, cache_creation_tokens, ttft_ms, total_time_ms, tpot_ms, tokens_per_sec) and `chat_message.metadata.finish_reason`. Also `num_tokens` at metadata top-level. Integration plan: 1. Extend `ChatMessage` type in `lib/data.ts` to include `metrics` and `finish_reason` 2. Update `parseMessage` to extract them 3. The data is already synced via `chat_message` JSON blob — no schema changes needed in Supabase since the whole JSON is stored 4. Surface in UI: - Per assistant message: small metrics footer (tokens, ttft, tokens/sec) - Session header: aggregate totals (total input/output/cache tokens, total time) - Session list: maybe total tokens per session Let me verify the Supabase schema to confirm `chat_message` is stored as text/jsonb.

    Let me check the Supabase schema and confirm what's already stored there.

    exec(command: ls /Users/root1/devin-chats/supabase/ -l…)
    {
      "command": "ls /Users/root1/devin-chats/supabase/ -la; cat /Users/root1/devin-chats/lib/supabase.ts; echo \"---\"; find /Users/root1/devin-chats/supabase -type f 2>/dev/null | head"
    }
    In 2,666Out 405Cache 34,582TTFT 1,304mstool_calls
  39. OutputOutput from command in shell e5f18b:
    Output from command in shell e5f18b:
    ls: -la: No such file or directory
    /Users/root1/devin-chats/supabase/:
    import { createClient } from '@supabase/supabase-js'
    
    const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL!
    const supabaseAnonKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!
    
    export const supabase = createClient(supabaseUrl, supabaseAnonKey)---
    /Users/root1/devin-chats/supabase/.temp/linked-project.json
    
    
    Exit code: 0
  40. Devin
    exec(command: cat /Users/root1/devin-chats/supabase/.t…)
    {
      "command": "cat /Users/root1/devin-chats/supabase/.temp/linked-project.json 2>/dev/null; echo \"---\"; ls /Users/root1/devin-chats/supabase/.temp/ 2>/dev/null; echo \"---ENV---\"; cat /Users/root1/devin-chats/.env.local 2>/dev/null | sed 's/=.*/=<redacted>/'"
    }
    In 542Out 94Cache 37,247tool_calls
  41. OutputOutput from command in shell 72a357:
    Output from command in shell 72a357:
    {"ref":"fnlppzmyznooexmnkyzg","name":"devin-chat-logs","organization_id":"qtxmwdqxpqrishjmtniy","organization_slug":"qtxmwdqxpqrishjmtniy"}---
    linked-project.json
    ---ENV---
    NEXT_PUBLIC_SUPABASE_URL=<redacted>
    NEXT_PUBLIC_SUPABASE_ANON_KEY=<redacted>
    SUPABASE_SERVICE_ROLE_KEY=<redacted>
    
    Exit code: 0
  42. Devin
    Thinking

    Good. The Supabase project is `devin-chat-logs`. The `chat_message` column already stores the full JSON blob (including `metadata.metrics`), so no schema migration is needed — the data is already there. I just need to surface it in the app. Let me give the user a concrete integration plan. Since I'm in Plan mode... wait, no, the active mode is Normal (default). The user asked "how would you integrate into the app?" — this is a question, but it's also implicitly asking me to do it. Let me re-read: "using this, how would you integrate into the app?" This is asking for an approach/plan. I should explain the integration approach concretely with reference to their actual files, then offer to implement. Actually, given Normal mode and "how would you", I think they want me to explain the plan. Let me give a focused answer with the concrete steps and file references, and offer to implement. Let me verify the metrics data is actually present in Supabase too (it should be, since chat_message is synced as-is).

    Good news: no schema migration or re-sync needed. The sync script already copies chat_message as a full JSON blob (lib/sqlite.ts stores it as TEXT, Supabase stores it as-is), so metadata.metrics is already in Postgres. You just need to surface it. Here's the concrete integration against your actual files:

    1. Extend the ChatMessage type and parser

    In <ref_file file="/Users/root1/devin-chats/lib/data.ts" />, parseMessage already reads raw.metadata?.created_at but discards metrics and finish_reason. Add them:

    export interface TokenMetrics {
      input_tokens: number | null
      output_tokens: number | null
      cache_read_tokens: number | null
      cache_creation_tokens: number | null
      ttft_ms: number | null
      total_time_ms: number | null
      tpot_ms: number | null
      tokens_per_sec: number | null
    }
    
    export interface ChatMessage {
      // ...existing fields...
      finish_reason?: string | null
      metrics?: TokenMetrics | null
    }
    

    Then in parseMessage:

    return {
      // ...existing...
      finish_reason: raw.metadata?.finish_reason ?? null,
      metrics: raw.metadata?.metrics ?? null,
    }
    

    Only assistant turns carry metrics; user/tool/system will have null, which is fine.

    2. Surface per-message metrics in the assistant bubble

    In <ref_file file="/Users/root1/devin-chats/app/session/[id]/message.tsx" />, AssistantMessage is the natural place. Add a compact footer line below the content/tool calls using Geist Mono label-12-mono styling (matches your existing font-mono text-xs pattern):

    {message.metrics && <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />}
    

    Render input/output/cache_read tokens, ttft_ms, and tokens_per_sec. Use gray-700 for labels and gray-900 for values — matches your existing metadata styling on the session header. Keep it on one line, separated by ·, so it reads like Vercel's deployment metadata rows.

    3. Add a session-level totals strip

    In <ref_file file="/Users/root1/devin-chats/app/session/[id]/page.tsx" />, you already compute conversation. Add an aggregate:

    const totals = conversation.reduce(
      (acc, m) => {
        if (!m.metrics) return acc
        acc.input += m.metrics.input_tokens ?? 0
        acc.output += m.metrics.output_tokens ?? 0
        acc.cacheRead += m.metrics.cache_read_tokens ?? 0
        acc.wallMs += m.metrics.total_time_ms ?? 0
        return acc
      },
      { input: 0, output: 0, cacheRead: 0, wallMs: 0 }
    )
    

    Render it as a row of stat chips in the session header (next to the existing model / agent_mode / path / datetime row), using the same rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs style you already use for the model badge. Four chips: In, Out, Cache, Time.

    4. (Optional) Add token totals to the session list

    In <ref_file file="/Users/root1/devin-chats/app/session-list.tsx" />, this requires per-session token sums. Two options:

    • Cheap: add a Supabase view / RPC session_token_totals that does SUM((chat_message::jsonb -> 'metadata' -> 'metrics' ->> 'output_tokens')::int) grouped by session_id, and join it into getSessions.
    • No-backend: compute client-side by fetching messages for each visible session — don't do this, it's N+1.

    Recommend the view. It also lets you sort sessions by token cost, which is the actually useful feature.

    5. (Optional) Add a /api/session/[id]/usage endpoint

    If you want a machine-readable breakdown (e.g. for a future cost dashboard), add a thin route next to <ref_file file="/Users/root1/devin-chats/app/api/session/[id]/route.ts" /> that returns the aggregated metrics JSON. Cheap to derive from getSessionMessages.


    What I'd skip: adding metrics as separate Postgres columns. The JSONB path is queryable (chat_message::jsonb -> 'metadata' -> 'metrics') and avoids a migration. Only denormalize if you hit a query-performance wall on the list view.

    Want me to implement steps 1–3 now? Those are self-contained and need no Supabase changes. Step 4 needs a view or RPC, so I'd want to confirm you're okay with a migration first.

    In 209Out 1,285Cache 37,788TTFT 1,214ms
  43. You

    implement into the app, spin up subagents to write the thing, start with pseudo code comments at all the relevant points, then spin up subagent sto do each thing for your psuedocode makie sure they inherit the deisng system instructions and they have the desired input and output coniditons labeled, if they depend on each other, define what each one needs before spinning up

  44. Devin
    Thinking

    Let me understand the task: 1. Implement token-level usage display into the app 2. Start with pseudocode comments at all relevant points 3. Spin up subagents to write each thing based on pseudocode 4. Subagents should inherit the design system (Geist) instructions 5. Each subagent should have labeled input/output conditions 6. If they depend on each other, define dependencies before spinning up Let me plan the integration points and dependencies: **Task A: Extend ChatMessage type + parser** (lib/data.ts) - Input: existing lib/data.ts, the metrics JSON shape - Output: ChatMessage interface with metrics/finish_reason, parseMessage extracting them - No dependencies — foundation **Task B: MetricsFooter component in message.tsx** - Input: ChatMessage.metrics shape, Geist design tokens, existing message.tsx patterns - Output: AssistantMessage renders metrics footer - Depends on: Task A (needs the type) **Task C: Session-level totals strip in session/[id]/page.tsx** - Input: ChatMessage with metrics, Geist tokens, existing header styling - Output: aggregate + 4 stat chips in header - Depends on: Task A (needs the type) Task B and C both depend on A but not on each other. So: - First: I write pseudocode comments into all 3 files myself - Then: spin up Task A first (foreground or background) - Then: spin up Task B and Task C in parallel (both depend on A) Actually, since A is the foundation and B/C depend on it, I should: 1. Write pseudocode into all files myself first 2. Spin up A (must complete first) 3. Then spin up B and C in parallel Let me first read the current files fully to write accurate pseudocode, then place pseudocode comments, then spin up subagents. Let me write the pseudocode. I need to be careful — the design system instructions (Geist) need to be passed to each subagent. Let me prepare a condensed version of the relevant Geist guidance. Let me start by writing pseudocode comments into the three files. I'll use clear comment blocks that the subagents will replace with real implementation. Plan: 1. Read all 3 files fully (already have them) 2. Add pseudocode comments to each 3. Spin up subagent A (lib/data.ts) — foreground, must complete first 4. Once A done, spin up B (message.tsx) and C (page.tsx) in parallel as background Let me write the pseudocode now. I'll be specific about input/output conditions in each comment block. Actually, the user said "start with pseudo code comments at all the relevant points, then spin up subagents to do each thing for your pseudocode". So I write pseudocode, then subagents implement it. Let me write the pseudocode into the files. I'll mark each block clearly with BEGIN/END pseudocode and the task ID. For the Geist design system, I'll pass a condensed version to each subagent covering: colors, typography tokens, spacing, motion, voice/content rules, focus ring, component patterns they'll touch. Let me write the pseudocode now.

    I'll plan this out: write pseudocode into the three files first, define dependencies, then spin up subagents in the right order.

    Dependency graph:

    • Task A (lib/data.ts): extend ChatMessage type + parseMessage — no deps, foundation
    • Task B (app/session/[id]/message.tsx): MetricsFooter in assistant bubble — depends on A
    • Task C (app/session/[id]/page.tsx): session totals strip — depends on A

    So: A must complete first, then B and C run in parallel.

    Let me write the pseudocode into all three files now.

    todo_write(todos: [{"content":"Write pseudocode comments i…)
    {
      "todos": [
        {
          "content": "Write pseudocode comments into lib/data.ts, message.tsx, page.tsx",
          "status": "in_progress"
        },
        {
          "content": "Spin up subagent A: implement lib/data.ts type + parser",
          "status": "pending"
        },
        {
          "content": "Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip",
          "status": "pending"
        },
        {
          "content": "Verify build passes",
          "status": "pending"
        }
      ]
    }
    In 12,483Out 922Cache 26,289TTFT 1,300mstool_calls
  45. OutputTodos have been modified successfully. Ensure that you continue to use the todo list to track your p
    Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable
    Current todo list:
    1. [~] Write pseudocode comments into lib/data.ts, message.tsx, page.tsx [in_progress]
    2. [ ] Spin up subagent A: implement lib/data.ts type + parser [pending]
    3. [ ] Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip [pending]
    4. [ ] Verify build passes [pending]
    
  46. Devin
    read(file_path: /Users/root1/devin-chats/lib/data.ts)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts"
    }
    In 1,042Out 21Cache 38,771tool_calls
  47. Output<file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="1" end_line="119" total_lines="11
    <file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="1" end_line="119" total_lines="119">
      1|import { supabase } from './supabase'
      2|
      3|export interface Session {
      4|  id: string
      5|  working_directory: string
      6|  backend_type: string
      7|  model: string
      8|  agent_mode: string
      9|  created_at: string
     10|  last_activity_at: string
     11|  title: string | null
     12|  hidden: boolean
     13|}
     14|
     15|export interface ToolCall {
     16|  id: string
     17|  name: string
     18|  arguments: Record<string, unknown>
     19|}
     20|
     21|export interface ChatMessage {
     22|  message_id: string
     23|  node_id: number
     24|  role: 'system' | 'user' | 'assistant' | 'tool'
     25|  content: string
     26|  tool_calls?: ToolCall[]
     27|  thinking?: string
     28|  created_at?: string
     29|}
     30|
     31|const PAGE = 1000
     32|
     33|export async function getSessions(): Promise<Session[]> {
     34|  const all: Session[] = []
     35|  for (let from = 0; ; from += PAGE) {
     36|    const { data, error } = await supabase
     37|      .from('sessions')
     38|      .select(
     39|        'id, working_directory, backend_type, model, agent_mode, created_at, last_activity_at, title, hidden'
     40|      )
     41|      .eq('hidden', false)
     42|      .order('last_activity_at', { ascending: false })
     43|      .range(from, from + PAGE - 1)
     44|    if (error) throw new Error(error.message)
     45|    all.push(...(data ?? []))
     46|    if (!data || data.length < PAGE) break
     47|  }
     48|  return all
     49|}
     50|
     51|export async function getSession(id: string): Promise<Session | null> {
     52|  const { data } = await supabase
     53|    .from('sessions')
     54|    .select('*')
     55|    .eq('id', id)
     56|    .single()
     57|  return data
     58|}
     59|
     60|interface RawNode {
     61|  node_id: number
     62|  chat_message: string
     63|}
     64|
     65|/**
     66| * Fetches every message node (paginating past PostgREST's 1000-row cap),
     67| * parses the chat_message JSON, and dedupes streaming snapshots that share
     68| * a message_id (the last node wins).
     69| */
     70|export async function getSessionMessages(
     71|  sessionId: string
     72|): Promise<ChatMessage[]> {
     73|  const nodes: RawNode[] = []
     74|  for (let from = 0; ; from += PAGE) {
     75|    const { data, error } = await supabase
     76|      .from('message_nodes')
     77|      .select('node_id, chat_message')
     78|      .eq('session_id', sessionId)
     79|      .order('node_id', { ascending: true })
     80|      .range(from, from + PAGE - 1)
     81|    if (error) throw new Error(error.message)
     82|    nodes.push(...(data ?? []))
     83|    if (!data || data.length < PAGE) break
     84|  }
     85|
     86|  const byId = new Map<string, ChatMessage>()
     87|  for (const node of nodes) {
     88|    const parsed = parseMessage(node)
     89|    if (parsed) byId.set(parsed.message_id, parsed)
     90|  }
     91|  return [...byId.values()].sort((a, b) => a.node_id - b.node_id)
     92|}
     93|
     94|function parseMessage(node: RawNode): ChatMessage | null {
     95|  try {
     96|    const raw = JSON.parse(node.chat_message)
     97|    if (!raw || typeof raw.role !== 'string') return null
     98|    return {
     99|      message_id: raw.message_id ?? `node-${node.node_id}`,
    100|      node_id: node.node_id,
    101|      role: raw.role,
    102|      content: typeof raw.content === 'string' ? raw.content : '',
    103|      tool_calls: Array.isArray(raw.tool_calls)
    104|        ? raw.tool_calls.map((tc: { id?: string; name?: string; arguments?: Record<string, unknown> }) => ({
    105|            id: tc.id ?? '',
    106|            name: tc.name ?? 'unknown',
    107|            arguments: tc.arguments ?? {},
    108|          }))
    109|        : undefined,
    110|      thinking:
    111|        typeof raw.thinking?.thinking === 'string'
    112|          ? raw.thinking.thinking
    113|          : undefined,
    114|      created_at: raw.metadata?.created_at ?? undefined,
    115|    }
    116|  } catch {
    117|    return null
    118|  }
    119|}
    </file-view>
  48. Devin

    Now let me write pseudocode into all three files.

    edit(replace_all: false, file_path: /Users/root1/devin-chats/lib/data.ts, old_string:…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "old_string": "export interface ChatMessage {\n  message_id: string\n  node_id: number\n  role: 'system' | 'user' | 'assistant' | 'tool'\n  content: string\n  tool_calls?: ToolCall[]\n  thinking?: string\n  created_at?: string\n}",
      "new_string": "// ─── BEGIN PSEUDOCODE: Task A — token metrics type ────────────────────────────\n// INPUT:  raw.metadata.metrics JSON from chat_message blob, shape:\n//           { input_tokens, output_tokens, cache_read_tokens,\n//             cache_creation_tokens, ttft_ms, total_time_ms,\n//             tpot_ms, tokens_per_sec }  (all number | null)\n//         raw.metadata.finish_reason: string | null\n// OUTPUT: new exported `TokenMetrics` interface mirroring the metrics shape\n//         (every field `number | null`), plus `ChatMessage` gains two optional\n//         fields: `metrics?: TokenMetrics | null` and `finish_reason?: string | null`.\n// CONSTRAINTS: only assistant turns carry metrics; user/tool/system get null/undefined.\n//              Do not change any existing field. Keep all fields optional on\n//              ChatMessage so existing call sites don't break.\n// ─── END PSEUDOCODE: Task A — token metrics type ──────────────────────────────\n\nexport interface ChatMessage {\n  message_id: string\n  node_id: number\n  role: 'system' | 'user' | 'assistant' | 'tool'\n  content: string\n  tool_calls?: ToolCall[]\n  thinking?: string\n  created_at?: string\n  // BEGIN PSEUDOCODE: Task A — add `metrics?: TokenMetrics | null`\n  //   and `finish_reason?: string | null` here\n  // END PSEUDOCODE: Task A\n}"
    }
    In 1,248Out 438Cache 39,812TTFT 1,197mstool_calls
  49. OutputThe file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n
    The file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     17|  name: string
     18|  arguments: Record<string, unknown>
     19|}
     20|
     21|// ─── BEGIN PSEUDOCODE: Task A — token metrics type ────────────────────────────
     22|// INPUT:  raw.metadata.metrics JSON from chat_message blob, shape:
     23|//           { input_tokens, output_tokens, cache_read_tokens,
     24|//             cache_creation_tokens, ttft_ms, total_time_ms,
     25|//             tpot_ms, tokens_per_sec }  (all number | null)
     26|//         raw.metadata.finish_reason: string | null
     27|// OUTPUT: new exported `TokenMetrics` interface mirroring the metrics shape
     28|//         (every field `number | null`), plus `ChatMessage` gains two optional
     29|//         fields: `metrics?: TokenMetrics | null` and `finish_reason?: string | null`.
     30|// CONSTRAINTS: only assistant turns carry metrics; user/tool/system get null/undefined.
     31|//              Do not change any existing field. Keep all fields optional on
     32|//              ChatMessage so existing call sites don't break.
     33|// ─── END PSEUDOCODE: Task A — token metrics type ──────────────────────────────
     34|
     35|export interface ChatMessage {
     36|  message_id: string
     37|  node_id: number
     38|  role: 'system' | 'user' | 'assistant' | 'tool'
     39|  content: string
     40|  tool_calls?: ToolCall[]
     41|  thinking?: string
     42|  created_at?: string
     43|  // BEGIN PSEUDOCODE: Task A — add `metrics?: TokenMetrics | null`
     44|  //   and `finish_reason?: string | null` here
     45|  // END PSEUDOCODE: Task A
     46|}
     47|
     48|const PAGE = 1000
     49|
     50|export async function getSessions(): Promise<Session[]> {
  50. Devin
    edit(replace_all: false, file_path: /Users/root1/devin-chats/lib/data.ts, old_string:…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "old_string": "      created_at: raw.metadata?.created_at ?? undefined,\n    }\n  } catch {\n    return null\n  }\n}",
      "new_string": "      created_at: raw.metadata?.created_at ?? undefined,\n      // BEGIN PSEUDOCODE: Task A — extract metrics + finish_reason from raw.metadata\n      //   finish_reason: raw.metadata?.finish_reason ?? null\n      //   metrics: raw.metadata?.metrics ?? null\n      //   (pass through as-is; do not coerce numbers — keep null when absent)\n      // END PSEUDOCODE: Task A\n    }\n  } catch {\n    return null\n  }\n}"
    }
    In 939Out 168Cache 41,059tool_calls
  51. OutputThe file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n
    The file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
    127|      thinking:
    128|        typeof raw.thinking?.thinking === 'string'
    129|          ? raw.thinking.thinking
    130|          : undefined,
    131|      created_at: raw.metadata?.created_at ?? undefined,
    132|      // BEGIN PSEUDOCODE: Task A — extract metrics + finish_reason from raw.metadata
    133|      //   finish_reason: raw.metadata?.finish_reason ?? null
    134|      //   metrics: raw.metadata?.metrics ?? null
    135|      //   (pass through as-is; do not coerce numbers — keep null when absent)
    136|      // END PSEUDOCODE: Task A
    137|    }
    138|  } catch {
    139|    return null
    140|  }
    141|}
  52. Devin

    Now message.tsx:

    edit(replace_all: false, file_path: /Users/root1/devin-chats/app/session/[id…, old_st…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx",
      "old_string": "import type { ChatMessage } from '@/lib/data'",
      "new_string": "import type { ChatMessage } from '@/lib/data'\n// BEGIN PSEUDOCODE: Task B — also import TokenMetrics type from '@/lib/data'\n//   import type { ChatMessage, TokenMetrics } from '@/lib/data'\n// END PSEUDOCODE: Task B"
    }
    In 368Out 119Cache 41,997TTFT 1,057mstool_calls
  53. OutputThe file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result o
    The file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
      1|import type { ChatMessage } from '@/lib/data'
      2|// BEGIN PSEUDOCODE: Task B — also import TokenMetrics type from '@/lib/data'
      3|//   import type { ChatMessage, TokenMetrics } from '@/lib/data'
      4|// END PSEUDOCODE: Task B
      5|
      6|export function Message({ message }: { message: ChatMessage }) {
      7|  switch (message.role) {
      8|    case 'user':
  54. Devin
    edit(replace_all: false, file_path: /Users/root1/devin-chats/app/session/[id…, old_st…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx",
      "old_string": "function AssistantMessage({ message }: { message: ChatMessage }) {\n  const hasBody =\n    message.content || message.thinking || message.tool_calls?.length\n  if (!hasBody) return null\n\n  return (\n    <div>\n      <RoleLabel>Devin</RoleLabel>\n      <div className=\"flex flex-col gap-2\">\n        {message.thinking && (\n          <details>\n            <summary className=\"inline-flex items-center gap-1.5 rounded-sm py-0.5 text-[13px] leading-4 text-gray-700 hover:text-gray-900\">\n              <Chevron />\n              Thinking\n            </summary>\n            <p className=\"mt-2 whitespace-pre-wrap break-words border-l-2 border-gray-alpha-300 pl-3 text-[13px] leading-[18px] text-gray-800\">\n              {message.thinking}\n            </p>\n          </details>\n        )}\n\n        {message.content && (\n          <p className=\"whitespace-pre-wrap break-words text-sm leading-6 text-gray-1000\">\n            {message.content}\n          </p>\n        )}\n\n        {message.tool_calls?.map((call) => (\n          <details\n            key={call.id || call.name}\n            className=\"rounded-sm border border-gray-alpha-400\"\n          >\n            <summary className=\"flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100\">\n              <Chevron />\n              <span className=\"truncate font-mono text-xs leading-4 text-gray-900\">\n                {call.name}\n                <span className=\"text-gray-600\">\n                  ({summarizeArgs(call.arguments)})\n                </span>\n              </span>\n            </summary>\n            <pre className=\"max-h-72 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900\">\n              {JSON.stringify(call.arguments, null, 2)}\n            </pre>\n          </details>\n        ))}\n      </div>\n    </div>\n  )\n}",
      "new_string": "function AssistantMessage({ message }: { message: ChatMessage }) {\n  const hasBody =\n    message.content || message.thinking || message.tool_calls?.length\n  if (!hasBody) return null\n\n  return (\n    <div>\n      <RoleLabel>Devin</RoleLabel>\n      <div className=\"flex flex-col gap-2\">\n        {message.thinking && (\n          <details>\n            <summary className=\"inline-flex items-center gap-1.5 rounded-sm py-0.5 text-[13px] leading-4 text-gray-700 hover:text-gray-900\">\n              <Chevron />\n              Thinking\n            </summary>\n            <p className=\"mt-2 whitespace-pre-wrap break-words border-l-2 border-gray-alpha-300 pl-3 text-[13px] leading-[18px] text-gray-800\">\n              {message.thinking}\n            </p>\n          </details>\n        )}\n\n        {message.content && (\n          <p className=\"whitespace-pre-wrap break-words text-sm leading-6 text-gray-1000\">\n            {message.content}\n          </p>\n        )}\n\n        {message.tool_calls?.map((call) => (\n          <details\n            key={call.id || call.name}\n            className=\"rounded-sm border border-gray-alpha-400\"\n          >\n            <summary className=\"flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100\">\n              <Chevron />\n              <span className=\"truncate font-mono text-xs leading-4 text-gray-900\">\n                {call.name}\n                <span className=\"text-gray-600\">\n                  ({summarizeArgs(call.arguments)})\n                </span>\n              </span>\n            </summary>\n            <pre className=\"max-h-72 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900\">\n              {JSON.stringify(call.arguments, null, 2)}\n            </pre>\n          </details>\n        ))}\n      </div>\n\n      {/* BEGIN PSEUDOCODE: Task B — render MetricsFooter under assistant body\n          INPUT:  message.metrics (TokenMetrics | null | undefined),\n                  message.finish_reason (string | null | undefined)\n          OUTPUT: a single compact <div> rendered ONLY when message.metrics is truthy.\n                  One line, Geist Mono, label-12-mono sizing (text-xs leading-4 font-mono).\n                  Show 4 stat pairs separated by \" · \":\n                    in:   metrics.input_tokens\n                    out:  metrics.output_tokens\n                    cache: metrics.cache_read_tokens\n                    ttft: metrics.ttft_ms (append \"ms\")\n                  Plus, if finish_reason is set and !== \"stop\", a trailing chip\n                  showing finish_reason (e.g. \"tool_calls\").\n          STYLING (Geist Light/Dark — use existing tokens, NOT hardcoded colors):\n            - container: mt-2, text-gray-700 for labels\n            - values:    text-gray-900, tabular-nums\n            - finish_reason chip: rounded-full bg-gray-100 px-2 py-0.5\n              text-gray-900 (matches the model badge in session/[id]/page.tsx)\n          RULES:\n            - Skip the whole block if metrics is null/undefined.\n            - Skip individual stat if its value is null/undefined.\n            - Use a helper `MetricsFooter` component (defined in this file) that\n              takes { metrics, finishReason } props.\n            - Do NOT add comments beyond replacing this pseudocode block.\n          END PSEUDOCODE: Task B */}\n    </div>\n  )\n}"
    }
    In 281Out 1,238Cache 42,364tool_calls
  55. OutputThe file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result o
    The file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     28|    </div>
     29|  )
     30|}
     31|
     32|function AssistantMessage({ message }: { message: ChatMessage }) {
     33|  const hasBody =
     34|    message.content || message.thinking || message.tool_calls?.length
     35|  if (!hasBody) return null
     36|
     37|  return (
     38|    <div>
     39|      <RoleLabel>Devin</RoleLabel>
     40|      <div className="flex flex-col gap-2">
     41|        {message.thinking && (
     42|          <details>
     43|            <summary className="inline-flex items-center gap-1.5 rounded-sm py-0.5 text-[13px] leading-4 text-gray-700 hover:text-gray-900">
     44|              <Chevron />
     45|              Thinking
     46|            </summary>
     47|            <p className="mt-2 whitespace-pre-wrap break-words border-l-2 border-gray-alpha-300 pl-3 text-[13px] leading-[18px] text-gray-800">
     48|              {message.thinking}
     49|            </p>
     50|          </details>
     51|        )}
     52|
     53|        {message.content && (
     54|          <p className="whitespace-pre-wrap break-words text-sm leading-6 text-gray-1000">
     55|            {message.content}
     56|          </p>
     57|        )}
     58|
     59|        {message.tool_calls?.map((call) => (
     60|          <details
     61|            key={call.id || call.name}
     62|            className="rounded-sm border border-gray-alpha-400"
     63|          >
     64|            <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
     65|              <Chevron />
     66|              <span className="truncate font-mono text-xs leading-4 text-gray-900">
     67|                {call.name}
     68|                <span className="text-gray-600">
     69|                  ({summarizeArgs(call.arguments)})
     70|                </span>
     71|              </span>
     72|            </summary>
     73|            <pre className="max-h-72 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900">
     74|              {JSON.stringify(call.arguments, null, 2)}
     75|            </pre>
     76|          </details>
     77|        ))}
     78|      </div>
     79|
     80|      {/* BEGIN PSEUDOCODE: Task B — render MetricsFooter under assistant body
     81|          INPUT:  message.metrics (TokenMetrics | null | undefined),
     82|                  message.finish_reason (string | null | undefined)
     83|          OUTPUT: a single compact <div> rendered ONLY when message.metrics is truthy.
     84|                  One line, Geist Mono, label-12-mono sizing (text-xs leading-4 font-mono).
     85|                  Show 4 stat pairs separated by " · ":
     86|                    in:   metrics.input_tokens
     87|                    out:  metrics.output_tokens
     88|                    cache: metrics.cache_read_tokens
     89|                    ttft: metrics.ttft_ms (append "ms")
     90|                  Plus, if finish_reason is set and !== "stop", a trailing chip
     91|                  showing finish_reason (e.g. "tool_calls").
     92|          STYLING (Geist Light/Dark — use existing tokens, NOT hardcoded colors):
     93|            - container: mt-2, text-gray-700 for labels
     94|            - values:    text-gray-900, tabular-nums
     95|            - finish_reason chip: rounded-full bg-gray-100 px-2 py-0.5
     96|              text-gray-900 (matches the model badge in session/[id]/page.tsx)
     97|          RULES:
     98|            - Skip the whole block if metrics is null/undefined.
     99|            - Skip individual stat if its value is null/undefined.
    100|            - Use a helper `MetricsFooter` component (defined in this file) that
    101|              takes { metrics, finishReason } props.
    102|            - Do NOT add comments beyond replacing this pseudocode block.
    103|          END PSEUDOCODE: Task B */}
    104|    </div>
    105|  )
    106|}
    107|
    108|function ToolResult({ message }: { message: ChatMessage }) {
    109|  if (!message.content) return null
    110|  const preview = message.content.split('\n')[0].slice(0, 100)
  56. Devin

    Now page.tsx:

    edit(replace_all: false, file_path: /Users/root1/devin-chats/app/session/[id…, old_st…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "old_string": "  const messages = await getSessionMessages(id)\n  const conversation = messages.filter((m) => m.role !== 'system')\n  const systemMessages = messages.filter((m) => m.role === 'system')",
      "new_string": "  const messages = await getSessionMessages(id)\n  const conversation = messages.filter((m) => m.role !== 'system')\n  const systemMessages = messages.filter((m) => m.role === 'system')\n\n  // BEGIN PSEUDOCODE: Task C — session-level token totals\n  //   INPUT:  `conversation` (ChatMessage[]), each assistant message may carry\n  //           `metrics` with input_tokens, output_tokens, cache_read_tokens,\n  //           total_time_ms (all number | null).\n  //   OUTPUT: a `totals` object: { input, output, cacheRead, wallMs } all numbers,\n  //           computed by reducing `conversation` and summing each non-null metric.\n  //           Then render a row of 4 stat chips in the session header, placed\n  //           AFTER the existing model/mode/path/datetime row (inside the same\n  //           <div className=\"mt-2 flex flex-wrap ...\"> block, or a sibling).\n  //   CHIP STYLING (match existing model badge exactly):\n  //     <span className=\"rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs leading-4 text-gray-900\">\n  //       <Label> <Value>\n  //     </span>\n  //     Labels (Title Case per Geist voice): \"In\", \"Out\", \"Cache\", \"Time\"\n  //     Values: format with locale thousands separators for tokens;\n  //             Time as e.g. \"12.3s\" (wallMs / 1000, 1 decimal) or \"<1s\" if <1000ms.\n  //   RULES:\n  //     - Only count metrics that are non-null.\n  //     - If all totals are 0 (no assistant metrics in session), render nothing.\n  //     - Keep the existing header row untouched; add the chip row as a new\n  //       <div className=\"mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 ...\">\n  //       sibling below it.\n  //     - Do not import anything new beyond what's already imported.\n  //   END PSEUDOCODE: Task C"
    }
    In 2,332Out 553Cache 42,644TTFT 904mstool_calls
  57. OutputThe file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of r
    The file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     15|  const { id } = await params
     16|  const session = await getSession(id)
     17|  if (!session) notFound()
     18|
     19|  const messages = await getSessionMessages(id)
     20|  const conversation = messages.filter((m) => m.role !== 'system')
     21|  const systemMessages = messages.filter((m) => m.role === 'system')
     22|
     23|  // BEGIN PSEUDOCODE: Task C — session-level token totals
     24|  //   INPUT:  `conversation` (ChatMessage[]), each assistant message may carry
     25|  //           `metrics` with input_tokens, output_tokens, cache_read_tokens,
     26|  //           total_time_ms (all number | null).
     27|  //   OUTPUT: a `totals` object: { input, output, cacheRead, wallMs } all numbers,
     28|  //           computed by reducing `conversation` and summing each non-null metric.
     29|  //           Then render a row of 4 stat chips in the session header, placed
     30|  //           AFTER the existing model/mode/path/datetime row (inside the same
     31|  //           <div className="mt-2 flex flex-wrap ..."> block, or a sibling).
     32|  //   CHIP STYLING (match existing model badge exactly):
     33|  //     <span className="rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs leading-4 text-gray-900">
     34|  //       <Label> <Value>
     35|  //     </span>
     36|  //     Labels (Title Case per Geist voice): "In", "Out", "Cache", "Time"
     37|  //     Values: format with locale thousands separators for tokens;
     38|  //             Time as e.g. "12.3s" (wallMs / 1000, 1 decimal) or "<1s" if <1000ms.
     39|  //   RULES:
     40|  //     - Only count metrics that are non-null.
     41|  //     - If all totals are 0 (no assistant metrics in session), render nothing.
     42|  //     - Keep the existing header row untouched; add the chip row as a new
     43|  //       <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 ...">
     44|  //       sibling below it.
     45|  //     - Do not import anything new beyond what's already imported.
     46|  //   END PSEUDOCODE: Task C
     47|
     48|  return (
     49|    <div className="mx-auto w-full max-w-[800px] px-4 py-10 sm:px-6 md:py-16">
     50|      <header className="mb-8 flex items-start justify-between">
  58. Devin

    Now let me find the exact spot in the header where the chip row should go:

    read(file_path: /Users/root1/devin-chats/app/session/[id…, offset: 60, limit: 30)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "offset": 60,
      "limit": 30
    }
    In 1,243Out 55Cache 44,975TTFT 924mstool_calls
  59. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="60" end_line="89" t
    <file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="60" end_line="89" total_lines="152">
     60|                strokeWidth="1.5"
     61|                strokeLinecap="round"
     62|                strokeLinejoin="round"
     63|              />
     64|            </svg>
     65|            Sessions
     66|          </Link>
     67|          <h1 className="text-2xl font-semibold leading-8 tracking-[-0.96px] text-gray-1000">
     68|            {session.title || session.id}
     69|          </h1>
     70|          <div className="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 font-mono text-xs leading-4 text-gray-700">
     71|            <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     72|              {session.model}
     73|            </span>
     74|            <span>{session.agent_mode}</span>
     75|            <span>{shortenPath(session.working_directory)}</span>
     76|            <span>{formatDateTime(session.last_activity_at)}</span>
     77|          </div>
     78|        </div>
     79|        <ThemeToggle />
     80|      </header>
     81|
     82|      {systemMessages.length > 0 && (
     83|        <details className="mb-6 rounded-sm border border-gray-alpha-400">
     84|          <summary className="flex items-center gap-2 px-4 py-2.5 text-[13px] leading-4 text-gray-900 hover:bg-gray-alpha-100">
     85|            <Chevron />
     86|            {systemMessages.length} system{' '}
     87|            {systemMessages.length === 1 ? 'message' : 'messages'}
     88|          </summary>
     89|          <div className="divide-y divide-gray-alpha-400 border-t border-gray-alpha-400">
    </file-view>
  60. Devin
    edit(replace_all: false, file_path: /Users/root1/devin-chats/app/session/[id…, old_st…)
    {
      "replace_all": false,
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "old_string": "            <span>{formatDateTime(session.last_activity_at)}</span>\n          </div>\n        </div>",
      "new_string": "            <span>{formatDateTime(session.last_activity_at)}</span>\n          </div>\n\n          {/* BEGIN PSEUDOCODE: Task C — render totals chip row here\n              Insert the 4-chip <div> described in the Task C pseudocode block\n              above, right after the existing metadata row. Guard with:\n              only render if at least one of totals.input/output/cacheRead/wallMs\n              is > 0.\n              END PSEUDOCODE: Task C */}\n        </div>"
    }
    In 504Out 171Cache 46,217tool_calls
  61. OutputThe file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of r
    The file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     72|              {session.model}
     73|            </span>
     74|            <span>{session.agent_mode}</span>
     75|            <span>{shortenPath(session.working_directory)}</span>
     76|            <span>{formatDateTime(session.last_activity_at)}</span>
     77|          </div>
     78|
     79|          {/* BEGIN PSEUDOCODE: Task C — render totals chip row here
     80|              Insert the 4-chip <div> described in the Task C pseudocode block
     81|              above, right after the existing metadata row. Guard with:
     82|              only render if at least one of totals.input/output/cacheRead/wallMs
     83|              is > 0.
     84|              END PSEUDOCODE: Task C */}
     85|        </div>
     86|        <ThemeToggle />
     87|      </header>
     88|
     89|      {systemMessages.length > 0 && (
  62. Devin

    Pseudocode is in place. Now spin up subagent A (foundation — must complete first).

    todo_write(todos: [{"content":"Write pseudocode comments i…)
    {
      "todos": [
        {
          "content": "Write pseudocode comments into lib/data.ts, message.tsx, page.tsx",
          "status": "completed"
        },
        {
          "content": "Spin up subagent A: implement lib/data.ts type + parser",
          "status": "in_progress"
        },
        {
          "content": "Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip",
          "status": "pending"
        },
        {
          "content": "Verify build passes",
          "status": "pending"
        }
      ]
    }
    In 428Out 130Cache 46,720TTFT 1,195mstool_calls
  63. OutputTodos have been modified successfully. Ensure that you continue to use the todo list to track your p
    Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable
    Current todo list:
    1. [x] Write pseudocode comments into lib/data.ts, message.tsx, page.tsx [completed]
    2. [~] Spin up subagent A: implement lib/data.ts type + parser [in_progress]
    3. [ ] Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip [pending]
    4. [ ] Verify build passes [pending]
    
  64. You

    You are implementing Task A in a Next.js 16 + TypeScript app. The file /Users/root1/devin-chats/lib/data.ts has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code, and remove the pseudocode comments.

    Context

    The app reads Devin CLI session data from Supabase. Each message_nodes.chat_message is a JSON blob. Assistant turns carry token usage metrics at raw.metadata.metrics and a stop reason at raw.metadata.finish_reason. We need to surface these through the data layer so UI components can display them.

    What to do (only edit /Users/root1/devin-chats/lib/data.ts)

    1. Add a new exported interface TokenMetrics above the ChatMessage interface, mirroring the metrics JSON shape. Every field is number | null:

      • input_tokens, output_tokens, cache_read_tokens, cache_creation_tokens
      • ttft_ms, total_time_ms, tpot_ms, tokens_per_sec
    2. Extend the ChatMessage interface with two optional fields (do NOT change any existing field):

      • metrics?: TokenMetrics | null
      • finish_reason?: string | null
    3. Update parseMessage to extract these from raw.metadata:

      • finish_reason: raw.metadata?.finish_reason ?? null
      • metrics: raw.metadata?.metrics ?? null
      • Pass through as-is. Do NOT coerce numbers. Keep null when absent.

    Rules

    • Read the file first. Find every block delimited by BEGIN PSEUDOCODE: Task A ... END PSEUDOCODE: Task A and replace with real implementation. Remove the pseudocode comment lines once implemented.
    • Do NOT touch any code unrelated to Task A.
    • Do NOT add comments of your own (the codebase rule is: don't add/remove comments unless asked).
    • Do NOT change imports, other functions, or other interfaces.
    • Keep formatting consistent with the surrounding code (2-space indent, single quotes, trailing commas in multiline).

    Verification

    After editing, run from /Users/root1/devin-chats:

    npx tsc --noEmit
    

    It must pass with zero errors. If there are pre-existing errors unrelated to your change, note them but still ensure your change introduces none.

    Output

    Report: which pseudocode blocks you replaced, the final state of the edited regions, and the tsc result.

  65. Devin
    Thinking

    Let me start by reading the file to understand the current state.

    read(file_path: /Users/root1/devin-chats/lib/data.ts)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts"
    }
    In 6,431Out 34Cache 50TTFT 1,100mstool_calls
  66. Output<file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="1" end_line="141" total_lines="14
    <file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="1" end_line="141" total_lines="141">
      1|import { supabase } from './supabase'
      2|
      3|export interface Session {
      4|  id: string
      5|  working_directory: string
      6|  backend_type: string
      7|  model: string
      8|  agent_mode: string
      9|  created_at: string
     10|  last_activity_at: string
     11|  title: string | null
     12|  hidden: boolean
     13|}
     14|
     15|export interface ToolCall {
     16|  id: string
     17|  name: string
     18|  arguments: Record<string, unknown>
     19|}
     20|
     21|// ─── BEGIN PSEUDOCODE: Task A — token metrics type ────────────────────────────
     22|// INPUT:  raw.metadata.metrics JSON from chat_message blob, shape:
     23|//           { input_tokens, output_tokens, cache_read_tokens,
     24|//             cache_creation_tokens, ttft_ms, total_time_ms,
     25|//             tpot_ms, tokens_per_sec }  (all number | null)
     26|//         raw.metadata.finish_reason: string | null
     27|// OUTPUT: new exported `TokenMetrics` interface mirroring the metrics shape
     28|//         (every field `number | null`), plus `ChatMessage` gains two optional
     29|//         fields: `metrics?: TokenMetrics | null` and `finish_reason?: string | null`.
     30|// CONSTRAINTS: only assistant turns carry metrics; user/tool/system get null/undefined.
     31|//              Do not change any existing field. Keep all fields optional on
     32|//              ChatMessage so existing call sites don't break.
     33|// ─── END PSEUDOCODE: Task A — token metrics type ──────────────────────────────
     34|
     35|export interface ChatMessage {
     36|  message_id: string
     37|  node_id: number
     38|  role: 'system' | 'user' | 'assistant' | 'tool'
     39|  content: string
     40|  tool_calls?: ToolCall[]
     41|  thinking?: string
     42|  created_at?: string
     43|  // BEGIN PSEUDOCODE: Task A — add `metrics?: TokenMetrics | null`
     44|  //   and `finish_reason?: string | null` here
     45|  // END PSEUDOCODE: Task A
     46|}
     47|
     48|const PAGE = 1000
     49|
     50|export async function getSessions(): Promise<Session[]> {
     51|  const all: Session[] = []
     52|  for (let from = 0; ; from += PAGE) {
     53|    const { data, error } = await supabase
     54|      .from('sessions')
     55|      .select(
     56|        'id, working_directory, backend_type, model, agent_mode, created_at, last_activity_at, title, hidden'
     57|      )
     58|      .eq('hidden', false)
     59|      .order('last_activity_at', { ascending: false })
     60|      .range(from, from + PAGE - 1)
     61|    if (error) throw new Error(error.message)
     62|    all.push(...(data ?? []))
     63|    if (!data || data.length < PAGE) break
     64|  }
     65|  return all
     66|}
     67|
     68|export async function getSession(id: string): Promise<Session | null> {
     69|  const { data } = await supabase
     70|    .from('sessions')
     71|    .select('*')
     72|    .eq('id', id)
     73|    .single()
     74|  return data
     75|}
     76|
     77|interface RawNode {
     78|  node_id: number
     79|  chat_message: string
     80|}
     81|
     82|/**
     83| * Fetches every message node (paginating past PostgREST's 1000-row cap),
     84| * parses the chat_message JSON, and dedupes streaming snapshots that share
     85| * a message_id (the last node wins).
     86| */
     87|export async function getSessionMessages(
     88|  sessionId: string
     89|): Promise<ChatMessage[]> {
     90|  const nodes: RawNode[] = []
     91|  for (let from = 0; ; from += PAGE) {
     92|    const { data, error } = await supabase
     93|      .from('message_nodes')
     94|      .select('node_id, chat_message')
     95|      .eq('session_id', sessionId)
     96|      .order('node_id', { ascending: true })
     97|      .range(from, from + PAGE - 1)
     98|    if (error) throw new Error(error.message)
     99|    nodes.push(...(data ?? []))
    100|    if (!data || data.length < PAGE) break
    101|  }
    102|
    103|  const byId = new Map<string, ChatMessage>()
    104|  for (const node of nodes) {
    105|    const parsed = parseMessage(node)
    106|    if (parsed) byId.set(parsed.message_id, parsed)
    107|  }
    108|  return [...byId.values()].sort((a, b) => a.node_id - b.node_id)
    109|}
    110|
    111|function parseMessage(node: RawNode): ChatMessage | null {
    112|  try {
    113|    const raw = JSON.parse(node.chat_message)
    114|    if (!raw || typeof raw.role !== 'string') return null
    115|    return {
    116|      message_id: raw.message_id ?? `node-${node.node_id}`,
    117|      node_id: node.node_id,
    118|      role: raw.role,
    119|      content: typeof raw.content === 'string' ? raw.content : '',
    120|      tool_calls: Array.isArray(raw.tool_calls)
    121|        ? raw.tool_calls.map((tc: { id?: string; name?: string; arguments?: Record<string, unknown> }) => ({
    122|            id: tc.id ?? '',
    123|            name: tc.name ?? 'unknown',
    124|            arguments: tc.arguments ?? {},
    125|          }))
    126|        : undefined,
    127|      thinking:
    128|        typeof raw.thinking?.thinking === 'string'
    129|          ? raw.thinking.thinking
    130|          : undefined,
    131|      created_at: raw.metadata?.created_at ?? undefined,
    132|      // BEGIN PSEUDOCODE: Task A — extract metrics + finish_reason from raw.metadata
    133|      //   finish_reason: raw.metadata?.finish_reason ?? null
    134|      //   metrics: raw.metadata?.metrics ?? null
    135|      //   (pass through as-is; do not coerce numbers — keep null when absent)
    136|      // END PSEUDOCODE: Task A
    137|    }
    138|  } catch {
    139|    return null
    140|  }
    141|}
    </file-view>
  67. Devin
    Thinking

    Let me implement the three changes. I'll replace the pseudocode blocks with real code.

    edit(file_path: /Users/root1/devin-chats/lib/data.ts, old_string: // ─── BEGIN PSEUDO…)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "old_string": "// ─── BEGIN PSEUDOCODE: Task A — token metrics type ────────────────────────────\n// INPUT:  raw.metadata.metrics JSON from chat_message blob, shape:\n//           { input_tokens, output_tokens, cache_read_tokens,\n//             cache_creation_tokens, ttft_ms, total_time_ms,\n//             tpot_ms, tokens_per_sec }  (all number | null)\n//         raw.metadata.finish_reason: string | null\n// OUTPUT: new exported `TokenMetrics` interface mirroring the metrics shape\n//         (every field `number | null`), plus `ChatMessage` gains two optional\n//         fields: `metrics?: TokenMetrics | null` and `finish_reason?: string | null`.\n// CONSTRAINTS: only assistant turns carry metrics; user/tool/system get null/undefined.\n//              Do not change any existing field. Keep all fields optional on\n//              ChatMessage so existing call sites don't break.\n// ─── END PSEUDOCODE: Task A — token metrics type ──────────────────────────────\n\nexport interface ChatMessage {",
      "new_string": "export interface TokenMetrics {\n  input_tokens: number | null\n  output_tokens: number | null\n  cache_read_tokens: number | null\n  cache_creation_tokens: number | null\n  ttft_ms: number | null\n  total_time_ms: number | null\n  tpot_ms: number | null\n  tokens_per_sec: number | null\n}\n\nexport interface ChatMessage {"
    }
    In 1,807Out 359Cache 6,480TTFT 1,297mstool_calls
  68. OutputThe file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n
    The file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     17|  name: string
     18|  arguments: Record<string, unknown>
     19|}
     20|
     21|export interface TokenMetrics {
     22|  input_tokens: number | null
     23|  output_tokens: number | null
     24|  cache_read_tokens: number | null
     25|  cache_creation_tokens: number | null
     26|  ttft_ms: number | null
     27|  total_time_ms: number | null
     28|  tpot_ms: number | null
     29|  tokens_per_sec: number | null
     30|}
     31|
     32|export interface ChatMessage {
     33|  message_id: string
     34|  node_id: number
     35|  role: 'system' | 'user' | 'assistant' | 'tool'
     36|  content: string
  69. Devin
    edit(file_path: /Users/root1/devin-chats/lib/data.ts, new_string: created_at?: stri…)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "new_string": "  created_at?: string\n  metrics?: TokenMetrics | null\n  finish_reason?: string | null\n}",
      "old_string": "  created_at?: string\n  // BEGIN PSEUDOCODE: Task A — add `metrics?: TokenMetrics | null`\n  //   and `finish_reason?: string | null` here\n  // END PSEUDOCODE: Task A\n}"
    }
    In 587Out 110Cache 8,286tool_calls
  70. OutputThe file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n
    The file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     35|  role: 'system' | 'user' | 'assistant' | 'tool'
     36|  content: string
     37|  tool_calls?: ToolCall[]
     38|  thinking?: string
     39|  created_at?: string
     40|  metrics?: TokenMetrics | null
     41|  finish_reason?: string | null
     42|}
     43|
     44|const PAGE = 1000
     45|
     46|export async function getSessions(): Promise<Session[]> {
  71. Devin
    edit(file_path: /Users/root1/devin-chats/lib/data.ts, new_string: created_at: r…)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "new_string": "      created_at: raw.metadata?.created_at ?? undefined,\n      finish_reason: raw.metadata?.finish_reason ?? null,\n      metrics: raw.metadata?.metrics ?? null,\n    }",
      "old_string": "      created_at: raw.metadata?.created_at ?? undefined,\n      // BEGIN PSEUDOCODE: Task A — extract metrics + finish_reason from raw.metadata\n      //   finish_reason: raw.metadata?.finish_reason ?? null\n      //   metrics: raw.metadata?.metrics ?? null\n      //   (pass through as-is; do not coerce numbers — keep null when absent)\n      // END PSEUDOCODE: Task A\n    }"
    }
    In 262Out 161Cache 8,872tool_calls
  72. OutputThe file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n
    The file /Users/root1/devin-chats/lib/data.ts has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
    123|      thinking:
    124|        typeof raw.thinking?.thinking === 'string'
    125|          ? raw.thinking.thinking
    126|          : undefined,
    127|      created_at: raw.metadata?.created_at ?? undefined,
    128|      finish_reason: raw.metadata?.finish_reason ?? null,
    129|      metrics: raw.metadata?.metrics ?? null,
    130|    }
    131|  } catch {
    132|    return null
    133|  }
    134|}
  73. Devin
    exec(command: cd /Users/root1/devin-chats && npx tsc -…, timeout: 120000)
    {
      "command": "cd /Users/root1/devin-chats && npx tsc --noEmit 2>&1",
      "timeout": 120000
    }
    In 9,382Out 39Cache 50tool_calls
  74. OutputOutput from command in shell 8f6061:
    Output from command in shell 8f6061:
    
    
    Exit code: 0
  75. Devin
    Thinking

    tsc passed with zero errors. Let me verify the final state of the file.

    tsc passed with zero errors. Let me verify the final state of the edited regions.

    read(file_path: /Users/root1/devin-chats/lib/data.ts, offset: 21, limit: 22)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "offset": 21,
      "limit": 22
    }
    In 359Out 68Cache 9,133TTFT 693mstool_calls
  76. Output<file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="21" end_line="42" total_lines="13
    <file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="21" end_line="42" total_lines="134">
     21|export interface TokenMetrics {
     22|  input_tokens: number | null
     23|  output_tokens: number | null
     24|  cache_read_tokens: number | null
     25|  cache_creation_tokens: number | null
     26|  ttft_ms: number | null
     27|  total_time_ms: number | null
     28|  tpot_ms: number | null
     29|  tokens_per_sec: number | null
     30|}
     31|
     32|export interface ChatMessage {
     33|  message_id: string
     34|  node_id: number
     35|  role: 'system' | 'user' | 'assistant' | 'tool'
     36|  content: string
     37|  tool_calls?: ToolCall[]
     38|  thinking?: string
     39|  created_at?: string
     40|  metrics?: TokenMetrics | null
     41|  finish_reason?: string | null
     42|}
    </file-view>
  77. Devin

    All changes complete. Here is the report:

    Pseudocode blocks replaced

    Three BEGIN PSEUDOCODE: Task A ... END PSEUDOCODE: Task A blocks were found in /Users/root1/devin-chats/lib/data.ts and replaced with real implementations (comment lines removed):

    1. Token metrics type block (was lines 21–33) → replaced with the new exported TokenMetrics interface, placed above ChatMessage:

      export interface TokenMetrics {
        input_tokens: number | null
        output_tokens: number | null
        cache_read_tokens: number | null
        cache_creation_tokens: number | null
        ttft_ms: number | null
        total_time_ms: number | null
        tpot_ms: number | null
        tokens_per_sec: number | null
      }
      
    2. ChatMessage fields block (was inside the ChatMessage interface) → added two optional fields without touching existing ones:

      metrics?: TokenMetrics | null
      finish_reason?: string | null
      
    3. parseMessage extraction block (was inside the returned object literal in parseMessage) → replaced with pass-through extraction:

      finish_reason: raw.metadata?.finish_reason ?? null,
      metrics: raw.metadata?.metrics ?? null,
      

    tsc result

    npx tsc --noEmit exited with code 0 — zero errors. No pre-existing errors were present.

    Notes

    • No imports, other functions, or other interfaces were touched.
    • No comments were added or removed beyond the pseudocode delimiters that were replaced.
    • Formatting matches surrounding code (2-space indent, single quotes, trailing commas in multiline).
    In 323Out 377Cache 9,491TTFT 1,007ms
  78. Devin
    run_subagent(title: Task A: data.ts metrics type + parser, task: You are implementing Task A …)
    {
      "title": "Task A: data.ts metrics type + parser",
      "task": "You are implementing Task A in a Next.js 16 + TypeScript app. The file `/Users/root1/devin-chats/lib/data.ts` has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code, and remove the pseudocode comments.\n\n## Context\nThe app reads Devin CLI session data from Supabase. Each `message_nodes.chat_message` is a JSON blob. Assistant turns carry token usage metrics at `raw.metadata.metrics` and a stop reason at `raw.metadata.finish_reason`. We need to surface these through the data layer so UI components can display them.\n\n## What to do (only edit `/Users/root1/devin-chats/lib/data.ts`)\n\n1. **Add a new exported interface `TokenMetrics`** above the `ChatMessage` interface, mirroring the metrics JSON shape. Every field is `number | null`:\n   - `input_tokens`, `output_tokens`, `cache_read_tokens`, `cache_creation_tokens`\n   - `ttft_ms`, `total_time_ms`, `tpot_ms`, `tokens_per_sec`\n\n2. **Extend the `ChatMessage` interface** with two optional fields (do NOT change any existing field):\n   - `metrics?: TokenMetrics | null`\n   - `finish_reason?: string | null`\n\n3. **Update `parseMessage`** to extract these from `raw.metadata`:\n   - `finish_reason: raw.metadata?.finish_reason ?? null`\n   - `metrics: raw.metadata?.metrics ?? null`\n   - Pass through as-is. Do NOT coerce numbers. Keep `null` when absent.\n\n## Rules\n- Read the file first. Find every block delimited by `BEGIN PSEUDOCODE: Task A` ... `END PSEUDOCODE: Task A` and replace with real implementation. Remove the pseudocode comment lines once implemented.\n- Do NOT touch any code unrelated to Task A.\n- Do NOT add comments of your own (the codebase rule is: don't add/remove comments unless asked).\n- Do NOT change imports, other functions, or other interfaces.\n- Keep formatting consistent with the surrounding code (2-space indent, single quotes, trailing commas in multiline).\n\n## Verification\nAfter editing, run from `/Users/root1/devin-chats`:\n```\nnpx tsc --noEmit\n```\nIt must pass with zero errors. If there are pre-existing errors unrelated to your change, note them but still ensure your change introduces none.\n\n## Output\nReport: which pseudocode blocks you replaced, the final state of the edited regions, and the tsc result.",
      "profile": "subagent_general",
      "is_background": false
    }
    In 251Out 575Cache 47,147tool_calls
  79. OutputSubagent agent_id=9ab41be8 completed successfully:
    Subagent agent_id=9ab41be8 completed successfully:
    
    All changes complete. Here is the report:
    
    ## Pseudocode blocks replaced
    
    Three `BEGIN PSEUDOCODE: Task A` ... `END PSEUDOCODE: Task A` blocks were found in `/Users/root1/devin-chats/lib/data.ts` and replaced with real implementations (comment lines removed):
    
    1. **Token metrics type block** (was lines 21–33) → replaced with the new exported `TokenMetrics` interface, placed above `ChatMessage`:
       ```ts
       export interface TokenMetrics {
         input_tokens: number | null
         output_tokens: number | null
         cache_read_tokens: number | null
         cache_creation_tokens: number | null
         ttft_ms: number | null
         total_time_ms: number | null
         tpot_ms: number | null
         tokens_per_sec: number | null
       }
       ```
    
    2. **ChatMessage fields block** (was inside the `ChatMessage` interface) → added two optional fields without touching existing ones:
       ```ts
       metrics?: TokenMetrics | null
       finish_reason?: string | null
       ```
    
    3. **parseMessage extraction block** (was inside the returned object literal in `parseMessage`) → replaced with pass-through extraction:
       ```ts
       finish_reason: raw.metadata?.finish_reason ?? null,
       metrics: raw.metadata?.metrics ?? null,
       ```
    
    ## tsc result
    
    `npx tsc --noEmit` exited with code 0 — zero errors. No pre-existing errors were present.
    
    ## Notes
    - No imports, other functions, or other interfaces were touched.
    - No comments were added or removed beyond the pseudocode delimiters that were replaced.
    - Formatting matches surrounding code (2-space indent, single quotes, trailing commas in multiline).
  80. Devin

    Task A done. Now spin up B and C in parallel.

    todo_write(todos: [{"content":"Write pseudocode comments i…)
    {
      "todos": [
        {
          "content": "Write pseudocode comments into lib/data.ts, message.tsx, page.tsx",
          "status": "completed"
        },
        {
          "content": "Spin up subagent A: implement lib/data.ts type + parser",
          "status": "completed"
        },
        {
          "content": "Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip",
          "status": "in_progress"
        },
        {
          "content": "Verify build passes",
          "status": "pending"
        }
      ]
    }
    In 968Out 123Cache 47,397TTFT 981mstool_calls
  81. OutputTodos have been modified successfully. Ensure that you continue to use the todo list to track your p
    Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable
    Current todo list:
    1. [x] Write pseudocode comments into lib/data.ts, message.tsx, page.tsx [completed]
    2. [x] Spin up subagent A: implement lib/data.ts type + parser [completed]
    3. [~] Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip [in_progress]
    4. [ ] Verify build passes [pending]
    
  82. Devin
    run_subagent(is_background: true, profile: subagent_general, task: You are implementing Task …)
    {
      "is_background": true,
      "profile": "subagent_general",
      "task": "You are implementing Task B in a Next.js 16 + React 19 + TypeScript app that uses Tailwind CSS v4 with the Geist design system. The file `/Users/root1/devin-chats/app/session/[id]/message.tsx` has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code and remove the pseudocode comments.\n\n## Context\nThe data layer (`/Users/root1/devin-chats/lib/data.ts`) now exports:\n```ts\nexport interface TokenMetrics {\n  input_tokens: number | null\n  output_tokens: number | null\n  cache_read_tokens: number | null\n  cache_creation_tokens: number | null\n  ttft_ms: number | null\n  total_time_ms: number | null\n  tpot_ms: number | null\n  tokens_per_sec: number | null\n}\nexport interface ChatMessage {\n  // ...existing fields...\n  metrics?: TokenMetrics | null\n  finish_reason?: string | null\n}\n```\nOnly assistant turns carry `metrics`; user/tool/system have `null`/`undefined`.\n\n## Geist design system rules (MUST follow — these are the project's design tokens)\n- Colors are CSS variables / Tailwind classes: `text-gray-700` (secondary text/labels), `text-gray-900` (secondary text+icons), `text-gray-1000` (primary text), `bg-gray-100` (default chip background), `bg-gray-alpha-100` (hover). Do NOT use hardcoded hex colors.\n- Typography: use Geist Mono for data/tabular figures. The existing code uses `font-mono text-xs leading-4` for metadata — match that. Add `tabular-nums` for aligned numeric columns.\n- Voice: labels are Title Case (\"In\", \"Out\", \"Cache\", \"TTFT\"). Use numerals. No trailing periods. No \"successfully\".\n- Motion: instant is fine here (no animation needed); if any, 150ms max with `cubic-bezier(0.175, 0.885, 0.32, 1.1)`.\n- Radii: chips use `rounded-full`. Everyday surfaces use `rounded-sm` (6px).\n- Do NOT mix rounded and sharp corners in one view.\n- Focus ring is handled globally; don't add inline focus styles.\n\n## What to do (only edit `/Users/root1/devin-chats/app/session/[id]/message.tsx`)\n\n1. **Update the import** at the top of the file to also import `TokenMetrics`:\n   ```ts\n   import type { ChatMessage, TokenMetrics } from '@/lib/data'\n   ```\n   (Replace the existing pseudocode-marked import line.)\n\n2. **Add a `MetricsFooter` component** in this file. Props: `{ metrics: TokenMetrics; finishReason?: string | null }`. It renders a single compact line:\n   - Container: `mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4`\n   - Up to 4 stat pairs, each rendered as `<span>` with label in `text-gray-700` and value in `text-gray-900 tabular-nums`, separated visually by the flex gap (do NOT render literal \" · \" separators — use gap). Stats:\n     - `In` → `metrics.input_tokens`\n     - `Out` → `metrics.output_tokens`\n     - `Cache` → `metrics.cache_read_tokens`\n     - `TTFT` → `metrics.ttft_ms` with `ms` suffix\n   - Skip any individual stat whose value is `null`/`undefined`.\n   - If `finishReason` is set AND not equal to `'stop'`, render a trailing chip:\n     `<span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">{finishReason}</span>`\n   - Format token counts with `toLocaleString()` (e.g. `48971` → `48,971`).\n   - Format TTFT as integer ms (e.g. `1391` → `1,391ms`).\n\n3. **Render `MetricsFooter` in `AssistantMessage`** — replace the pseudocode JSX comment block at the end of `AssistantMessage`'s returned JSX with:\n   ```tsx\n   {message.metrics && (\n     <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />\n   )}\n   ```\n   Place it after the closing `</div>` of the `flex flex-col gap-2` content wrapper, but still inside the outer `<div>` of `AssistantMessage`.\n\n## Rules\n- Read the file first. Find every block delimited by `BEGIN PSEUDOCODE: Task B` ... `END PSEUDOCODE: Task B` and replace with real implementation. Remove the pseudocode comment lines once implemented.\n- Do NOT touch `UserMessage`, `ToolResult`, `RoleLabel`, `summarizeArgs`, or `Chevron` — only `AssistantMessage` and the import line, plus the new `MetricsFooter` component.\n- Do NOT add comments of your own (codebase rule: don't add/remove comments unless asked).\n- Keep formatting consistent (2-space indent, single quotes, trailing commas in multiline JSX).\n\n## Verification\nAfter editing, run from `/Users/root1/devin-chats`:\n```\nnpx tsc --noEmit\n```\nMust pass with zero errors. Report any pre-existing errors but ensure yours introduce none.\n\n## Output\nReport: which pseudocode blocks you replaced, the final `MetricsFooter` component code, and the tsc result.",
      "title": "Task B: MetricsFooter in message.tsx"
    }
    In 245Out 1,225Cache 48,364tool_calls
  83. OutputBackground subagent started with agent_id=73686396. You can wait for this agent to finish using the
    Background subagent started with agent_id=73686396. You can wait for this agent to finish using the read_subagent tool, otherwise you will automatically be notified with a <subagent_completion_notification> when it completes.
  84. You

    You are implementing Task B in a Next.js 16 + React 19 + TypeScript app that uses Tailwind CSS v4 with the Geist design system. The file /Users/root1/devin-chats/app/session/[id]/message.tsx has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code and remove the pseudocode comments.

    Context

    The data layer (/Users/root1/devin-chats/lib/data.ts) now exports:

    export interface TokenMetrics {
      input_tokens: number | null
      output_tokens: number | null
      cache_read_tokens: number | null
      cache_creation_tokens: number | null
      ttft_ms: number | null
      total_time_ms: number | null
      tpot_ms: number | null
      tokens_per_sec: number | null
    }
    export interface ChatMessage {
      // ...existing fields...
      metrics?: TokenMetrics | null
      finish_reason?: string | null
    }
    

    Only assistant turns carry metrics; user/tool/system have null/undefined.

    Geist design system rules (MUST follow — these are the project's design tokens)

    • Colors are CSS variables / Tailwind classes: text-gray-700 (secondary text/labels), text-gray-900 (secondary text+icons), text-gray-1000 (primary text), bg-gray-100 (default chip background), bg-gray-alpha-100 (hover). Do NOT use hardcoded hex colors.
    • Typography: use Geist Mono for data/tabular figures. The existing code uses font-mono text-xs leading-4 for metadata — match that. Add tabular-nums for aligned numeric columns.
    • Voice: labels are Title Case ("In", "Out", "Cache", "TTFT"). Use numerals. No trailing periods. No "successfully".
    • Motion: instant is fine here (no animation needed); if any, 150ms max with cubic-bezier(0.175, 0.885, 0.32, 1.1).
    • Radii: chips use rounded-full. Everyday surfaces use rounded-sm (6px).
    • Do NOT mix rounded and sharp corners in one view.
    • Focus ring is handled globally; don't add inline focus styles.

    What to do (only edit /Users/root1/devin-chats/app/session/[id]/message.tsx)

    1. Update the import at the top of the file to also import TokenMetrics:

      import type { ChatMessage, TokenMetrics } from '@/lib/data'
      

      (Replace the existing pseudocode-marked import line.)

    2. Add a MetricsFooter component in this file. Props: { metrics: TokenMetrics; finishReason?: string | null }. It renders a single compact line:

      • Container: mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4
      • Up to 4 stat pairs, each rendered as <span> with label in text-gray-700 and value in text-gray-900 tabular-nums, separated visually by the flex gap (do NOT render literal " · " separators — use gap). Stats:
        • Inmetrics.input_tokens
        • Outmetrics.output_tokens
        • Cachemetrics.cache_read_tokens
        • TTFTmetrics.ttft_ms with ms suffix
      • Skip any individual stat whose value is null/undefined.
      • If finishReason is set AND not equal to 'stop', render a trailing chip: <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">{finishReason}</span>
      • Format token counts with toLocaleString() (e.g. 4897148,971).
      • Format TTFT as integer ms (e.g. 13911,391ms).
    3. Render MetricsFooter in AssistantMessage — replace the pseudocode JSX comment block at the end of AssistantMessage's returned JSX with:

      {message.metrics && (
        <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />
      )}
      

      Place it after the closing </div> of the flex flex-col gap-2 content wrapper, but still inside the outer <div> of AssistantMessage.

    Rules

    • Read the file first. Find every block delimited by BEGIN PSEUDOCODE: Task B ... END PSEUDOCODE: Task B and replace with real implementation. Remove the pseudocode comment lines once implemented.
    • Do NOT touch UserMessage, ToolResult, RoleLabel, summarizeArgs, or Chevron — only AssistantMessage and the import line, plus the new MetricsFooter component.
    • Do NOT add comments of your own (codebase rule: don't add/remove comments unless asked).
    • Keep formatting consistent (2-space indent, single quotes, trailing commas in multiline JSX).

    Verification

    After editing, run from /Users/root1/devin-chats:

    npx tsc --noEmit
    

    Must pass with zero errors. Report any pre-existing errors but ensure yours introduce none.

    Output

    Report: which pseudocode blocks you replaced, the final MetricsFooter component code, and the tsc result.

  85. Devin
    Thinking

    Let me start by reading the file to understand the current state.

    read(file_path: /Users/root1/devin-chats/app/session/[id…)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx"
    }
    In 1,182Out 39Cache 5,949TTFT 1,235mstool_calls
  86. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/message.tsx" start_line="1" end_line="166
    <file-view path="/Users/root1/devin-chats/app/session/[id]/message.tsx" start_line="1" end_line="166" total_lines="166">
      1|import type { ChatMessage } from '@/lib/data'
      2|// BEGIN PSEUDOCODE: Task B — also import TokenMetrics type from '@/lib/data'
      3|//   import type { ChatMessage, TokenMetrics } from '@/lib/data'
      4|// END PSEUDOCODE: Task B
      5|
      6|export function Message({ message }: { message: ChatMessage }) {
      7|  switch (message.role) {
      8|    case 'user':
      9|      return <UserMessage message={message} />
     10|    case 'assistant':
     11|      return <AssistantMessage message={message} />
     12|    case 'tool':
     13|      return <ToolResult message={message} />
     14|    default:
     15|      return null
     16|  }
     17|}
     18|
     19|function UserMessage({ message }: { message: ChatMessage }) {
     20|  return (
     21|    <div>
     22|      <RoleLabel>You</RoleLabel>
     23|      <div className="rounded-sm bg-gray-100 px-4 py-3">
     24|        <p className="whitespace-pre-wrap break-words text-sm leading-5 text-gray-1000">
     25|          {message.content}
     26|        </p>
     27|      </div>
     28|    </div>
     29|  )
     30|}
     31|
     32|function AssistantMessage({ message }: { message: ChatMessage }) {
     33|  const hasBody =
     34|    message.content || message.thinking || message.tool_calls?.length
     35|  if (!hasBody) return null
     36|
     37|  return (
     38|    <div>
     39|      <RoleLabel>Devin</RoleLabel>
     40|      <div className="flex flex-col gap-2">
     41|        {message.thinking && (
     42|          <details>
     43|            <summary className="inline-flex items-center gap-1.5 rounded-sm py-0.5 text-[13px] leading-4 text-gray-700 hover:text-gray-900">
     44|              <Chevron />
     45|              Thinking
     46|            </summary>
     47|            <p className="mt-2 whitespace-pre-wrap break-words border-l-2 border-gray-alpha-300 pl-3 text-[13px] leading-[18px] text-gray-800">
     48|              {message.thinking}
     49|            </p>
     50|          </details>
     51|        )}
     52|
     53|        {message.content && (
     54|          <p className="whitespace-pre-wrap break-words text-sm leading-6 text-gray-1000">
     55|            {message.content}
     56|          </p>
     57|        )}
     58|
     59|        {message.tool_calls?.map((call) => (
     60|          <details
     61|            key={call.id || call.name}
     62|            className="rounded-sm border border-gray-alpha-400"
     63|          >
     64|            <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
     65|              <Chevron />
     66|              <span className="truncate font-mono text-xs leading-4 text-gray-900">
     67|                {call.name}
     68|                <span className="text-gray-600">
     69|                  ({summarizeArgs(call.arguments)})
     70|                </span>
     71|              </span>
     72|            </summary>
     73|            <pre className="max-h-72 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900">
     74|              {JSON.stringify(call.arguments, null, 2)}
     75|            </pre>
     76|          </details>
     77|        ))}
     78|      </div>
     79|
     80|      {/* BEGIN PSEUDOCODE: Task B — render MetricsFooter under assistant body
     81|          INPUT:  message.metrics (TokenMetrics | null | undefined),
     82|                  message.finish_reason (string | null | undefined)
     83|          OUTPUT: a single compact <div> rendered ONLY when message.metrics is truthy.
     84|                  One line, Geist Mono, label-12-mono sizing (text-xs leading-4 font-mono).
     85|                  Show 4 stat pairs separated by " · ":
     86|                    in:   metrics.input_tokens
     87|                    out:  metrics.output_tokens
     88|                    cache: metrics.cache_read_tokens
     89|                    ttft: metrics.ttft_ms (append "ms")
     90|                  Plus, if finish_reason is set and !== "stop", a trailing chip
     91|                  showing finish_reason (e.g. "tool_calls").
     92|          STYLING (Geist Light/Dark — use existing tokens, NOT hardcoded colors):
     93|            - container: mt-2, text-gray-700 for labels
     94|            - values:    text-gray-900, tabular-nums
     95|            - finish_reason chip: rounded-full bg-gray-100 px-2 py-0.5
     96|              text-gray-900 (matches the model badge in session/[id]/page.tsx)
     97|          RULES:
     98|            - Skip the whole block if metrics is null/undefined.
     99|            - Skip individual stat if its value is null/undefined.
    100|            - Use a helper `MetricsFooter` component (defined in this file) that
    101|              takes { metrics, finishReason } props.
    102|            - Do NOT add comments beyond replacing this pseudocode block.
    103|          END PSEUDOCODE: Task B */}
    104|    </div>
    105|  )
    106|}
    107|
    108|function ToolResult({ message }: { message: ChatMessage }) {
    109|  if (!message.content) return null
    110|  const preview = message.content.split('\n')[0].slice(0, 100)
    111|
    112|  return (
    113|    <details className="rounded-sm border border-gray-alpha-400 bg-background-200">
    114|      <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
    115|        <Chevron />
    116|        <span className="shrink-0 font-mono text-xs leading-4 text-gray-700">
    117|          Output
    118|        </span>
    119|        <span className="truncate font-mono text-xs leading-4 text-gray-600">
    120|          {preview}
    121|        </span>
    122|      </summary>
    123|      <pre className="max-h-96 overflow-auto whitespace-pre-wrap break-words border-t border-gray-alpha-400 px-3 py-2 font-mono text-xs leading-4 text-gray-900">
    124|        {message.content}
    125|      </pre>
    126|    </details>
    127|  )
    128|}
    129|
    130|function RoleLabel({ children }: { children: React.ReactNode }) {
    131|  return (
    132|    <div className="mb-1.5 text-xs font-medium leading-4 text-gray-700">
    133|      {children}
    134|    </div>
    135|  )
    136|}
    137|
    138|function summarizeArgs(args: Record<string, unknown>): string {
    139|  const parts = Object.entries(args).map(([key, value]) => {
    140|    const str = typeof value === 'string' ? value : JSON.stringify(value)
    141|    return `${key}: ${str.length > 40 ? str.slice(0, 40) + '…' : str}`
    142|  })
    143|  const joined = parts.join(', ')
    144|  return joined.length > 80 ? joined.slice(0, 80) + '…' : joined
    145|}
    146|
    147|function Chevron() {
    148|  return (
    149|    <svg
    150|      className="chevron shrink-0"
    151|      width="12"
    152|      height="12"
    153|      viewBox="0 0 16 16"
    154|      fill="none"
    155|      aria-hidden
    156|    >
    157|      <path
    158|        d="M6 3L11 8L6 13"
    159|        stroke="currentColor"
    160|        strokeWidth="1.5"
    161|        strokeLinecap="round"
    162|        strokeLinejoin="round"
    163|      />
    164|    </svg>
    165|  )
    166|}
    </file-view>
  87. Devin
    Thinking

    Let me make the edits. First the import line, then add MetricsFooter component, then replace the pseudocode block in AssistantMessage. Let me place MetricsFooter after AssistantMessage or before it. I'll add it before AssistantMessage. Actually, order doesn't matter much. Let me add it right after AssistantMessage function or before. I'll add it before AssistantMessage. Let me do the edits.

    edit(file_path: /Users/root1/devin-chats/app/session/[id…, old_string: import type { …)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx",
      "old_string": "import type { ChatMessage } from '@/lib/data'\n// BEGIN PSEUDOCODE: Task B — also import TokenMetrics type from '@/lib/data'\n//   import type { ChatMessage, TokenMetrics } from '@/lib/data'\n// END PSEUDOCODE: Task B",
      "new_string": "import type { ChatMessage, TokenMetrics } from '@/lib/data'"
    }
    In 3,311Out 191Cache 5,949TTFT 794mstool_calls
  88. OutputThe file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result o
    The file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
      1|import type { ChatMessage, TokenMetrics } from '@/lib/data'
      2|
      3|export function Message({ message }: { message: ChatMessage }) {
      4|  switch (message.role) {
      5|    case 'user':
  89. Devin
    edit(file_path: /Users/root1/devin-chats/app/session/[id…, new_string: {message…)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx",
      "new_string": "      {message.metrics && (\n        <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />\n      )}\n    </div>\n  )\n}\n\nfunction MetricsFooter({\n  metrics,\n  finishReason,\n}: {\n  metrics: TokenMetrics\n  finishReason?: string | null\n}) {\n  const stats: { label: string; value: string }[] = []\n  if (metrics.input_tokens != null) {\n    stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })\n  }\n  if (metrics.output_tokens != null) {\n    stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })\n  }\n  if (metrics.cache_read_tokens != null) {\n    stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })\n  }\n  if (metrics.ttft_ms != null) {\n    stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })\n  }\n\n  return (\n    <div className=\"mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4\">\n      {stats.map((stat) => (\n        <span key={stat.label}>\n          <span className=\"text-gray-700\">{stat.label}</span>{' '}\n          <span className=\"text-gray-900 tabular-nums\">{stat.value}</span>\n        </span>\n      ))}\n      {finishReason && finishReason !== 'stop' && (\n        <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n          {finishReason}\n        </span>\n      )}\n    </div>\n  )\n}",
      "old_string": "      {/* BEGIN PSEUDOCODE: Task B — render MetricsFooter under assistant body\n          INPUT:  message.metrics (TokenMetrics | null | undefined),\n                  message.finish_reason (string | null | undefined)\n          OUTPUT: a single compact <div> rendered ONLY when message.metrics is truthy.\n                  One line, Geist Mono, label-12-mono sizing (text-xs leading-4 font-mono).\n                  Show 4 stat pairs separated by \" · \":\n                    in:   metrics.input_tokens\n                    out:  metrics.output_tokens\n                    cache: metrics.cache_read_tokens\n                    ttft: metrics.ttft_ms (append \"ms\")\n                  Plus, if finish_reason is set and !== \"stop\", a trailing chip\n                  showing finish_reason (e.g. \"tool_calls\").\n          STYLING (Geist Light/Dark — use existing tokens, NOT hardcoded colors):\n            - container: mt-2, text-gray-700 for labels\n            - values:    text-gray-900, tabular-nums\n            - finish_reason chip: rounded-full bg-gray-100 px-2 py-0.5\n              text-gray-900 (matches the model badge in session/[id]/page.tsx)\n          RULES:\n            - Skip the whole block if metrics is null/undefined.\n            - Skip individual stat if its value is null/undefined.\n            - Use a helper `MetricsFooter` component (defined in this file) that\n              takes { metrics, finishReason } props.\n            - Do NOT add comments beyond replacing this pseudocode block.\n          END PSEUDOCODE: Task B */}\n    </div>\n  )\n}"
    }
    In 2,425Out 735Cache 7,130tool_calls
  90. OutputThe file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result o
    The file /Users/root1/devin-chats/app/session/[id]/message.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     73|          </details>
     74|        ))}
     75|      </div>
     76|
     77|      {message.metrics && (
     78|        <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />
     79|      )}
     80|    </div>
     81|  )
     82|}
     83|
     84|function MetricsFooter({
     85|  metrics,
     86|  finishReason,
     87|}: {
     88|  metrics: TokenMetrics
     89|  finishReason?: string | null
     90|}) {
     91|  const stats: { label: string; value: string }[] = []
     92|  if (metrics.input_tokens != null) {
     93|    stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })
     94|  }
     95|  if (metrics.output_tokens != null) {
     96|    stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })
     97|  }
     98|  if (metrics.cache_read_tokens != null) {
     99|    stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })
    100|  }
    101|  if (metrics.ttft_ms != null) {
    102|    stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })
    103|  }
    104|
    105|  return (
    106|    <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4">
    107|      {stats.map((stat) => (
    108|        <span key={stat.label}>
    109|          <span className="text-gray-700">{stat.label}</span>{' '}
    110|          <span className="text-gray-900 tabular-nums">{stat.value}</span>
    111|        </span>
    112|      ))}
    113|      {finishReason && finishReason !== 'stop' && (
    114|        <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
    115|          {finishReason}
    116|        </span>
    117|      )}
    118|    </div>
    119|  )
    120|}
    121|
    122|function ToolResult({ message }: { message: ChatMessage }) {
    123|  if (!message.content) return null
    124|  const preview = message.content.split('\n')[0].slice(0, 100)
  91. Devin
    exec(command: cd /Users/root1/devin-chats && npx tsc -…)
    {
      "command": "cd /Users/root1/devin-chats && npx tsc --noEmit 2>&1 | head -50"
    }
    In 1,316Out 36Cache 9,554tool_calls
  92. OutputOutput from command in shell c9e847:
    Output from command in shell c9e847:
    
    
    Exit code: 0
  93. Devin
    run_subagent(is_background: true, profile: subagent_general, task: You are implementing Task …)
    {
      "is_background": true,
      "profile": "subagent_general",
      "task": "You are implementing Task C in a Next.js 16 + React 19 + TypeScript app that uses Tailwind CSS v4 with the Geist design system. The file `/Users/root1/devin-chats/app/session/[id]/page.tsx` has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code and remove the pseudocode comments.\n\n## Context\nThis is a server component (`app/session/[id]/page.tsx`) that fetches a session and its messages, then renders a header + message list. The data layer (`/Users/root1/devin-chats/lib/data.ts`) now exports `ChatMessage` with optional `metrics?: TokenMetrics | null` and `finish_reason?: string | null`. `TokenMetrics` has fields: `input_tokens`, `output_tokens`, `cache_read_tokens`, `cache_creation_tokens`, `ttft_ms`, `total_time_ms`, `tpot_ms`, `tokens_per_sec` (all `number | null`). Only assistant turns carry metrics.\n\nThe page already computes:\n```ts\nconst conversation = messages.filter((m) => m.role !== 'system')\n```\n\n## Geist design system rules (MUST follow — these are the project's design tokens)\n- Colors via Tailwind classes only: `text-gray-700` (labels), `text-gray-900` (values/secondary), `text-gray-1000` (primary), `bg-gray-100` (chip bg). NO hardcoded hex.\n- Typography: Geist Mono for data. Existing header metadata row uses `font-mono text-xs leading-4 text-gray-700` with the model badge as `rounded-full bg-gray-100 px-2 py-0.5 text-gray-900`. Match that EXACTLY for the new chips.\n- Voice: Title Case labels (\"In\", \"Out\", \"Cache\", \"Time\"). Numerals. No trailing periods.\n- Radii: chips `rounded-full`. Don't mix rounded/sharp in one view.\n- Spacing rhythm: 8px inside a group, 16px between. The new chip row is a sibling group → use `mt-2` to separate from the existing metadata row.\n\n## What to do (only edit `/Users/root1/devin-chats/app/session/[id]/page.tsx`)\n\n1. **Compute `totals`** — replace the Task C pseudocode block that appears right after `const systemMessages = ...` with:\n   ```ts\n   const totals = conversation.reduce(\n     (acc, m) => {\n       if (!m.metrics) return acc\n       acc.input += m.metrics.input_tokens ?? 0\n       acc.output += m.metrics.output_tokens ?? 0\n       acc.cacheRead += m.metrics.cache_read_tokens ?? 0\n       acc.wallMs += m.metrics.total_time_ms ?? 0\n       return acc\n     },\n     { input: 0, output: 0, cacheRead: 0, wallMs: 0 }\n   )\n   const hasTotals =\n     totals.input > 0 || totals.output > 0 || totals.cacheRead > 0 || totals.wallMs > 0\n   ```\n\n2. **Render the totals chip row** — replace the Task C pseudocode JSX block (located right after the existing metadata `<div>...</div>` that shows model/mode/path/datetime, before the closing `</div>` of the header's left column) with:\n   ```tsx\n   {hasTotals && (\n     <div className=\"mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700\">\n       <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n         In {totals.input.toLocaleString()}\n       </span>\n       <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n         Out {totals.output.toLocaleString()}\n       </span>\n       <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n         Cache {totals.cacheRead.toLocaleString()}\n       </span>\n       <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n         Time {totals.wallMs < 1000 ? '<1s' : `${(totals.wallMs / 1000).toFixed(1)}s`}\n       </span>\n     </div>\n   )}\n   ```\n\n## Rules\n- Read the file first. Find every block delimited by `BEGIN PSEUDOCODE: Task C` ... `END PSEUDOCODE: Task C` and replace with real implementation. Remove the pseudocode comment lines once implemented.\n- Do NOT touch any other part of the file (header title, back link, system messages details, message list, footer, Chevron).\n- Do NOT add imports — none are needed.\n- Do NOT add comments of your own (codebase rule).\n- Keep formatting consistent (2-space indent, single quotes, trailing commas in multiline JSX).\n\n## Verification\nAfter editing, run from `/Users/root1/devin-chats`:\n```\nnpx tsc --noEmit\n```\nMust pass with zero errors. Report any pre-existing errors but ensure yours introduce none.\n\n## Output\nReport: which pseudocode blocks you replaced, the final totals computation + chip row JSX, and the tsc result.",
      "title": "Task C: session totals strip in page.tsx"
    }
    In 1,277Out 1,175Cache 48,608tool_calls
  94. OutputBackground subagent started with agent_id=ccd1404e. You can wait for this agent to finish using the
    Background subagent started with agent_id=ccd1404e. You can wait for this agent to finish using the read_subagent tool, otherwise you will automatically be notified with a <subagent_completion_notification> when it completes.
  95. You

    You are implementing Task C in a Next.js 16 + React 19 + TypeScript app that uses Tailwind CSS v4 with the Geist design system. The file /Users/root1/devin-chats/app/session/[id]/page.tsx has pseudocode comments marking exactly what to implement. Your job: replace the pseudocode blocks with real code and remove the pseudocode comments.

    Context

    This is a server component (app/session/[id]/page.tsx) that fetches a session and its messages, then renders a header + message list. The data layer (/Users/root1/devin-chats/lib/data.ts) now exports ChatMessage with optional metrics?: TokenMetrics | null and finish_reason?: string | null. TokenMetrics has fields: input_tokens, output_tokens, cache_read_tokens, cache_creation_tokens, ttft_ms, total_time_ms, tpot_ms, tokens_per_sec (all number | null). Only assistant turns carry metrics.

    The page already computes:

    const conversation = messages.filter((m) => m.role !== 'system')
    

    Geist design system rules (MUST follow — these are the project's design tokens)

    • Colors via Tailwind classes only: text-gray-700 (labels), text-gray-900 (values/secondary), text-gray-1000 (primary), bg-gray-100 (chip bg). NO hardcoded hex.
    • Typography: Geist Mono for data. Existing header metadata row uses font-mono text-xs leading-4 text-gray-700 with the model badge as rounded-full bg-gray-100 px-2 py-0.5 text-gray-900. Match that EXACTLY for the new chips.
    • Voice: Title Case labels ("In", "Out", "Cache", "Time"). Numerals. No trailing periods.
    • Radii: chips rounded-full. Don't mix rounded/sharp in one view.
    • Spacing rhythm: 8px inside a group, 16px between. The new chip row is a sibling group → use mt-2 to separate from the existing metadata row.

    What to do (only edit /Users/root1/devin-chats/app/session/[id]/page.tsx)

    1. Compute totals — replace the Task C pseudocode block that appears right after const systemMessages = ... with:

      const totals = conversation.reduce(
        (acc, m) => {
          if (!m.metrics) return acc
          acc.input += m.metrics.input_tokens ?? 0
          acc.output += m.metrics.output_tokens ?? 0
          acc.cacheRead += m.metrics.cache_read_tokens ?? 0
          acc.wallMs += m.metrics.total_time_ms ?? 0
          return acc
        },
        { input: 0, output: 0, cacheRead: 0, wallMs: 0 }
      )
      const hasTotals =
        totals.input > 0 || totals.output > 0 || totals.cacheRead > 0 || totals.wallMs > 0
      
    2. Render the totals chip row — replace the Task C pseudocode JSX block (located right after the existing metadata <div>...</div> that shows model/mode/path/datetime, before the closing </div> of the header's left column) with:

      {hasTotals && (
        <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700">
          <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
            In {totals.input.toLocaleString()}
          </span>
          <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
            Out {totals.output.toLocaleString()}
          </span>
          <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
            Cache {totals.cacheRead.toLocaleString()}
          </span>
          <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
            Time {totals.wallMs < 1000 ? '<1s' : `${(totals.wallMs / 1000).toFixed(1)}s`}
          </span>
        </div>
      )}
      

    Rules

    • Read the file first. Find every block delimited by BEGIN PSEUDOCODE: Task C ... END PSEUDOCODE: Task C and replace with real implementation. Remove the pseudocode comment lines once implemented.
    • Do NOT touch any other part of the file (header title, back link, system messages details, message list, footer, Chevron).
    • Do NOT add imports — none are needed.
    • Do NOT add comments of your own (codebase rule).
    • Keep formatting consistent (2-space indent, single quotes, trailing commas in multiline JSX).

    Verification

    After editing, run from /Users/root1/devin-chats:

    npx tsc --noEmit
    

    Must pass with zero errors. Report any pre-existing errors but ensure yours introduce none.

    Output

    Report: which pseudocode blocks you replaced, the final totals computation + chip row JSX, and the tsc result.

  96. Devin
    Thinking

    Let me start by reading the file to understand the current state.

    read(file_path: /Users/root1/devin-chats/app/session/[id…)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx"
    }
    In 1,131Out 39Cache 5,949TTFT 1,474mstool_calls
  97. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="1" end_line="159" t
    <file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="1" end_line="159" total_lines="159">
      1|import Link from 'next/link'
      2|import { notFound } from 'next/navigation'
      3|import { getSession, getSessionMessages } from '@/lib/data'
      4|import { formatDateTime, shortenPath } from '@/lib/format'
      5|import { Message } from './message'
      6|import { ThemeToggle } from '@/components/theme-toggle'
      7|
      8|export const dynamic = 'force-dynamic'
      9|
     10|export default async function SessionPage({
     11|  params,
     12|}: {
     13|  params: Promise<{ id: string }>
     14|}) {
     15|  const { id } = await params
     16|  const session = await getSession(id)
     17|  if (!session) notFound()
     18|
     19|  const messages = await getSessionMessages(id)
     20|  const conversation = messages.filter((m) => m.role !== 'system')
     21|  const systemMessages = messages.filter((m) => m.role === 'system')
     22|
     23|  // BEGIN PSEUDOCODE: Task C — session-level token totals
     24|  //   INPUT:  `conversation` (ChatMessage[]), each assistant message may carry
     25|  //           `metrics` with input_tokens, output_tokens, cache_read_tokens,
     26|  //           total_time_ms (all number | null).
     27|  //   OUTPUT: a `totals` object: { input, output, cacheRead, wallMs } all numbers,
     28|  //           computed by reducing `conversation` and summing each non-null metric.
     29|  //           Then render a row of 4 stat chips in the session header, placed
     30|  //           AFTER the existing model/mode/path/datetime row (inside the same
     31|  //           <div className="mt-2 flex flex-wrap ..."> block, or a sibling).
     32|  //   CHIP STYLING (match existing model badge exactly):
     33|  //     <span className="rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs leading-4 text-gray-900">
     34|  //       <Label> <Value>
     35|  //     </span>
     36|  //     Labels (Title Case per Geist voice): "In", "Out", "Cache", "Time"
     37|  //     Values: format with locale thousands separators for tokens;
     38|  //             Time as e.g. "12.3s" (wallMs / 1000, 1 decimal) or "<1s" if <1000ms.
     39|  //   RULES:
     40|  //     - Only count metrics that are non-null.
     41|  //     - If all totals are 0 (no assistant metrics in session), render nothing.
     42|  //     - Keep the existing header row untouched; add the chip row as a new
     43|  //       <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 ...">
     44|  //       sibling below it.
     45|  //     - Do not import anything new beyond what's already imported.
     46|  //   END PSEUDOCODE: Task C
     47|
     48|  return (
     49|    <div className="mx-auto w-full max-w-[800px] px-4 py-10 sm:px-6 md:py-16">
     50|      <header className="mb-8 flex items-start justify-between">
     51|        <div className="min-w-0">
     52|          <Link
     53|            href="/"
     54|            className="mb-4 inline-flex h-8 items-center gap-1 rounded-sm px-1.5 text-sm font-medium leading-5 text-gray-900 transition-colors duration-150 hover:bg-gray-alpha-100 hover:text-gray-1000 -ml-1.5"
     55|          >
     56|            <svg width="14" height="14" viewBox="0 0 16 16" fill="none" aria-hidden>
     57|              <path
     58|                d="M10 3L5 8L10 13"
     59|                stroke="currentColor"
     60|                strokeWidth="1.5"
     61|                strokeLinecap="round"
     62|                strokeLinejoin="round"
     63|              />
     64|            </svg>
     65|            Sessions
     66|          </Link>
     67|          <h1 className="text-2xl font-semibold leading-8 tracking-[-0.96px] text-gray-1000">
     68|            {session.title || session.id}
     69|          </h1>
     70|          <div className="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 font-mono text-xs leading-4 text-gray-700">
     71|            <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     72|              {session.model}
     73|            </span>
     74|            <span>{session.agent_mode}</span>
     75|            <span>{shortenPath(session.working_directory)}</span>
     76|            <span>{formatDateTime(session.last_activity_at)}</span>
     77|          </div>
     78|
     79|          {/* BEGIN PSEUDOCODE: Task C — render totals chip row here
     80|              Insert the 4-chip <div> described in the Task C pseudocode block
     81|              above, right after the existing metadata row. Guard with:
     82|              only render if at least one of totals.input/output/cacheRead/wallMs
     83|              is > 0.
     84|              END PSEUDOCODE: Task C */}
     85|        </div>
     86|        <ThemeToggle />
     87|      </header>
     88|
     89|      {systemMessages.length > 0 && (
     90|        <details className="mb-6 rounded-sm border border-gray-alpha-400">
     91|          <summary className="flex items-center gap-2 px-4 py-2.5 text-[13px] leading-4 text-gray-900 hover:bg-gray-alpha-100">
     92|            <Chevron />
     93|            {systemMessages.length} system{' '}
     94|            {systemMessages.length === 1 ? 'message' : 'messages'}
     95|          </summary>
     96|          <div className="divide-y divide-gray-alpha-400 border-t border-gray-alpha-400">
     97|            {systemMessages.map((m) => (
     98|              <pre
     99|                key={m.message_id}
    100|                className="max-h-80 overflow-auto whitespace-pre-wrap break-words px-4 py-3 font-mono text-xs leading-4 text-gray-900"
    101|              >
    102|                {m.content}
    103|              </pre>
    104|            ))}
    105|          </div>
    106|        </details>
    107|      )}
    108|
    109|      {conversation.length === 0 ? (
    110|        <div className="rounded-sm border border-gray-alpha-400 px-6 py-16 text-center">
    111|          <p className="text-sm leading-5 text-gray-900">
    112|            No messages in this session yet.
    113|          </p>
    114|        </div>
    115|      ) : (
    116|        <ol className="flex flex-col gap-6">
    117|          {conversation.map((message) => (
    118|            <li key={message.message_id}>
    119|              <Message message={message} />
    120|            </li>
    121|          ))}
    122|        </ol>
    123|      )}
    124|
    125|      <footer className="mt-12 border-t border-gray-alpha-400 pt-6">
    126|        <p className="text-[13px] leading-4 text-gray-700">
    127|          Raw JSON:{' '}
    128|          <a
    129|            href={`/api/session/${id}`}
    130|            className="font-mono text-gray-900 hover:text-gray-1000"
    131|          >
    132|            /api/session/{id}
    133|          </a>
    134|        </p>
    135|      </footer>
    136|    </div>
    137|  )
    138|}
    139|
    140|function Chevron() {
    141|  return (
    142|    <svg
    143|      className="chevron shrink-0"
    144|      width="12"
    145|      height="12"
    146|      viewBox="0 0 16 16"
    147|      fill="none"
    148|      aria-hidden
    149|    >
    150|      <path
    151|        d="M6 3L11 8L6 13"
    152|        stroke="currentColor"
    153|        strokeWidth="1.5"
    154|        strokeLinecap="round"
    155|        strokeLinejoin="round"
    156|      />
    157|    </svg>
    158|  )
    159|}
    </file-view>
  98. Devin

    tsc passed with zero errors.

    Summary

    Pseudocode blocks replaced (both in /Users/root1/devin-chats/app/session/[id]/message.tsx):

    1. Import block (lines 1–4) — replaced the pseudocode-marked import with import type { ChatMessage, TokenMetrics } from '@/lib/data'.
    2. AssistantMessage JSX block (lines 80–103) — replaced the pseudocode comment with the {message.metrics && (<MetricsFooter .../>)} render, placed after the flex flex-col gap-2 wrapper's closing </div> and inside AssistantMessage's outer <div>.

    New MetricsFooter component (added immediately after AssistantMessage):

    function MetricsFooter({
      metrics,
      finishReason,
    }: {
      metrics: TokenMetrics
      finishReason?: string | null
    }) {
      const stats: { label: string; value: string }[] = []
      if (metrics.input_tokens != null) {
        stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })
      }
      if (metrics.output_tokens != null) {
        stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })
      }
      if (metrics.cache_read_tokens != null) {
        stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })
      }
      if (metrics.ttft_ms != null) {
        stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })
      }
    
      return (
        <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4">
          {stats.map((stat) => (
            <span key={stat.label}>
              <span className="text-gray-700">{stat.label}</span>{' '}
              <span className="text-gray-900 tabular-nums">{stat.value}</span>
            </span>
          ))}
          {finishReason && finishReason !== 'stop' && (
            <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
              {finishReason}
            </span>
          )}
        </div>
      )
    }
    

    tsc result: npx tsc --noEmit exited 0 with no errors (no pre-existing errors either).

    Notes on design-token compliance: labels in text-gray-700, values in text-gray-900 tabular-nums, Geist Mono via font-mono text-xs leading-4, chip uses rounded-full bg-gray-100 px-2 py-0.5 text-gray-900, stats separated by flex gap-x-2 (no literal separators), null stats skipped individually, whole footer skipped when metrics is falsy. UserMessage, ToolResult, RoleLabel, summarizeArgs, and Chevron were left untouched.

    In 1,667Out 636Cache 9,259TTFT 751ms
  99. Devin

    Both subagents are running in parallel. Waiting for them to complete.

    read_subagent(agent_id: 73686396, block: true, timeout: 300)
    {
      "agent_id": "73686396",
      "block": true,
      "timeout": 300
    }
    In 1,226Out 44Cache 49,884TTFT 1,479mstool_calls
  100. OutputSubagent 73686396 completed successfully:
    Subagent 73686396 completed successfully:
    
    tsc passed with zero errors.
    
    ## Summary
    
    **Pseudocode blocks replaced** (both in `/Users/root1/devin-chats/app/session/[id]/message.tsx`):
    
    1. **Import block (lines 1–4)** — replaced the pseudocode-marked import with `import type { ChatMessage, TokenMetrics } from '@/lib/data'`.
    2. **AssistantMessage JSX block (lines 80–103)** — replaced the pseudocode comment with the `{message.metrics && (<MetricsFooter .../>)}` render, placed after the `flex flex-col gap-2` wrapper's closing `</div>` and inside `AssistantMessage`'s outer `<div>`.
    
    **New `MetricsFooter` component** (added immediately after `AssistantMessage`):
    
    ```tsx
    function MetricsFooter({
      metrics,
      finishReason,
    }: {
      metrics: TokenMetrics
      finishReason?: string | null
    }) {
      const stats: { label: string; value: string }[] = []
      if (metrics.input_tokens != null) {
        stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })
      }
      if (metrics.output_tokens != null) {
        stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })
      }
      if (metrics.cache_read_tokens != null) {
        stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })
      }
      if (metrics.ttft_ms != null) {
        stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })
      }
    
      return (
        <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4">
          {stats.map((stat) => (
            <span key={stat.label}>
              <span className="text-gray-700">{stat.label}</span>{' '}
              <span className="text-gray-900 tabular-nums">{stat.value}</span>
            </span>
          ))}
          {finishReason && finishReason !== 'stop' && (
            <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
              {finishReason}
            </span>
          )}
        </div>
      )
    }
    ```
    
    **tsc result:** `npx tsc --noEmit` exited 0 with no errors (no pre-existing errors either).
    
    Notes on design-token compliance: labels in `text-gray-700`, values in `text-gray-900 tabular-nums`, Geist Mono via `font-mono text-xs leading-4`, chip uses `rounded-full bg-gray-100 px-2 py-0.5 text-gray-900`, stats separated by flex `gap-x-2` (no literal separators), null stats skipped individually, whole footer skipped when `metrics` is falsy. `UserMessage`, `ToolResult`, `RoleLabel`, `summarizeArgs`, and `Chevron` were left untouched.
  101. Devin
    Thinking

    Let me replace both pseudocode blocks. First the computation block (lines 23-46), then the JSX block (lines 79-84).

    edit(file_path: /Users/root1/devin-chats/app/session/[id…, old_string: // BEGIN PSE…)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "old_string": "  // BEGIN PSEUDOCODE: Task C — session-level token totals\n  //   INPUT:  `conversation` (ChatMessage[]), each assistant message may carry\n  //           `metrics` with input_tokens, output_tokens, cache_read_tokens,\n  //           total_time_ms (all number | null).\n  //   OUTPUT: a `totals` object: { input, output, cacheRead, wallMs } all numbers,\n  //           computed by reducing `conversation` and summing each non-null metric.\n  //           Then render a row of 4 stat chips in the session header, placed\n  //           AFTER the existing model/mode/path/datetime row (inside the same\n  //           <div className=\"mt-2 flex flex-wrap ...\"> block, or a sibling).\n  //   CHIP STYLING (match existing model badge exactly):\n  //     <span className=\"rounded-full bg-gray-100 px-2 py-0.5 font-mono text-xs leading-4 text-gray-900\">\n  //       <Label> <Value>\n  //     </span>\n  //     Labels (Title Case per Geist voice): \"In\", \"Out\", \"Cache\", \"Time\"\n  //     Values: format with locale thousands separators for tokens;\n  //             Time as e.g. \"12.3s\" (wallMs / 1000, 1 decimal) or \"<1s\" if <1000ms.\n  //   RULES:\n  //     - Only count metrics that are non-null.\n  //     - If all totals are 0 (no assistant metrics in session), render nothing.\n  //     - Keep the existing header row untouched; add the chip row as a new\n  //       <div className=\"mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 ...\">\n  //       sibling below it.\n  //     - Do not import anything new beyond what's already imported.\n  //   END PSEUDOCODE: Task C\n",
      "new_string": "  const totals = conversation.reduce(\n    (acc, m) => {\n      if (!m.metrics) return acc\n      acc.input += m.metrics.input_tokens ?? 0\n      acc.output += m.metrics.output_tokens ?? 0\n      acc.cacheRead += m.metrics.cache_read_tokens ?? 0\n      acc.wallMs += m.metrics.total_time_ms ?? 0\n      return acc\n    },\n    { input: 0, output: 0, cacheRead: 0, wallMs: 0 },\n  )\n  const hasTotals =\n    totals.input > 0 ||\n    totals.output > 0 ||\n    totals.cacheRead > 0 ||\n    totals.wallMs > 0\n"
    }
    In 3,351Out 632Cache 5,949TTFT 787mstool_calls
  102. OutputThe file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of r
    The file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     19|  const messages = await getSessionMessages(id)
     20|  const conversation = messages.filter((m) => m.role !== 'system')
     21|  const systemMessages = messages.filter((m) => m.role === 'system')
     22|
     23|  const totals = conversation.reduce(
     24|    (acc, m) => {
     25|      if (!m.metrics) return acc
     26|      acc.input += m.metrics.input_tokens ?? 0
     27|      acc.output += m.metrics.output_tokens ?? 0
     28|      acc.cacheRead += m.metrics.cache_read_tokens ?? 0
     29|      acc.wallMs += m.metrics.total_time_ms ?? 0
     30|      return acc
     31|    },
     32|    { input: 0, output: 0, cacheRead: 0, wallMs: 0 },
     33|  )
     34|  const hasTotals =
     35|    totals.input > 0 ||
     36|    totals.output > 0 ||
     37|    totals.cacheRead > 0 ||
     38|    totals.wallMs > 0
     39|
     40|  return (
     41|    <div className="mx-auto w-full max-w-[800px] px-4 py-10 sm:px-6 md:py-16">
     42|      <header className="mb-8 flex items-start justify-between">
  103. Devin
    edit(file_path: /Users/root1/devin-chats/app/session/[id…, new_string: {has…)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "new_string": "          {hasTotals && (\n            <div className=\"mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700\">\n              <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n                In {totals.input.toLocaleString()}\n              </span>\n              <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n                Out {totals.output.toLocaleString()}\n              </span>\n              <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n                Cache {totals.cacheRead.toLocaleString()}\n              </span>\n              <span className=\"rounded-full bg-gray-100 px-2 py-0.5 text-gray-900\">\n                Time{' '}\n                {totals.wallMs < 1000\n                  ? '<1s'\n                  : `${(totals.wallMs / 1000).toFixed(1)}s`}\n              </span>\n            </div>\n          )}\n",
      "old_string": "          {/* BEGIN PSEUDOCODE: Task C — render totals chip row here\n              Insert the 4-chip <div> described in the Task C pseudocode block\n              above, right after the existing metadata row. Guard with:\n              only render if at least one of totals.input/output/cacheRead/wallMs\n              is > 0.\n              END PSEUDOCODE: Task C */}\n"
    }
    In 3,205Out 344Cache 7,079tool_calls
  104. OutputThe file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of r
    The file /Users/root1/devin-chats/app/session/[id]/page.tsx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     67|            <span>{shortenPath(session.working_directory)}</span>
     68|            <span>{formatDateTime(session.last_activity_at)}</span>
     69|          </div>
     70|
     71|          {hasTotals && (
     72|            <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700">
     73|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     74|                In {totals.input.toLocaleString()}
     75|              </span>
     76|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     77|                Out {totals.output.toLocaleString()}
     78|              </span>
     79|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     80|                Cache {totals.cacheRead.toLocaleString()}
     81|              </span>
     82|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     83|                Time{' '}
     84|                {totals.wallMs < 1000
     85|                  ? '<1s'
     86|                  : `${(totals.wallMs / 1000).toFixed(1)}s`}
     87|              </span>
     88|            </div>
     89|          )}
     90|        </div>
     91|        <ThemeToggle />
     92|      </header>
  105. Devin
    exec(command: cd /Users/root1/devin-chats && npx tsc -…, timeout: 120000)
    {
      "command": "cd /Users/root1/devin-chats && npx tsc --noEmit 2>&1",
      "timeout": 120000
    }
    In 734Out 39Cache 10,283tool_calls
  106. OutputOutput from command in shell b25176:
    Output from command in shell b25176:
    
    
    Exit code: 0
  107. Devin

    tsc passes with zero errors.

    Summary

    Replaced pseudocode blocks in /Users/root1/devin-chats/app/session/[id]/page.tsx:

    1. Computation block (was lines 23–46): Replaced the BEGIN PSEUDOCODE: Task C comment block right after const systemMessages = ... with the totals reduce computation and hasTotals guard.

    2. JSX block (was lines 79–84): Replaced the second BEGIN PSEUDOCODE: Task C comment block (inside the header's left column, after the model/mode/path/datetime metadata row) with the 4-chip totals row, guarded by {hasTotals && (...)}.

    Final totals computation:

    const totals = conversation.reduce(
      (acc, m) => {
        if (!m.metrics) return acc
        acc.input += m.metrics.input_tokens ?? 0
        acc.output += m.metrics.output_tokens ?? 0
        acc.cacheRead += m.metrics.cache_read_tokens ?? 0
        acc.wallMs += m.metrics.total_time_ms ?? 0
        return acc
      },
      { input: 0, output: 0, cacheRead: 0, wallMs: 0 },
    )
    const hasTotals =
      totals.input > 0 ||
      totals.output > 0 ||
      totals.cacheRead > 0 ||
      totals.wallMs > 0
    

    Final chip row JSX: A mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700 div containing four rounded-full bg-gray-100 px-2 py-0.5 text-gray-900 chips — "In", "Out", "Cache" (toLocaleString values), and "Time" (<1s or Xs formatted) — rendered only when hasTotals is true. Matches the existing model badge styling exactly.

    tsc result: npx tsc --noEmit exited 0 with no errors. No other parts of the file were touched; no imports added; no comments added.

    In 59Out 466Cache 11,016TTFT 1,360ms
  108. Devin

    Task B done. Waiting on Task C.

    read_subagent(agent_id: ccd1404e, block: true, timeout: 300)
    {
      "agent_id": "ccd1404e",
      "block": true,
      "timeout": 300
    }
    In 13,021Out 38Cache 38,772TTFT 1,044mstool_calls
  109. OutputSubagent ccd1404e completed successfully:
    Subagent ccd1404e completed successfully:
    
    tsc passes with zero errors.
    
    ## Summary
    
    **Replaced pseudocode blocks** in `/Users/root1/devin-chats/app/session/[id]/page.tsx`:
    
    1. **Computation block** (was lines 23–46): Replaced the `BEGIN PSEUDOCODE: Task C` comment block right after `const systemMessages = ...` with the `totals` reduce computation and `hasTotals` guard.
    
    2. **JSX block** (was lines 79–84): Replaced the second `BEGIN PSEUDOCODE: Task C` comment block (inside the header's left column, after the model/mode/path/datetime metadata row) with the 4-chip totals row, guarded by `{hasTotals && (...)}`.
    
    **Final totals computation:**
    ```ts
    const totals = conversation.reduce(
      (acc, m) => {
        if (!m.metrics) return acc
        acc.input += m.metrics.input_tokens ?? 0
        acc.output += m.metrics.output_tokens ?? 0
        acc.cacheRead += m.metrics.cache_read_tokens ?? 0
        acc.wallMs += m.metrics.total_time_ms ?? 0
        return acc
      },
      { input: 0, output: 0, cacheRead: 0, wallMs: 0 },
    )
    const hasTotals =
      totals.input > 0 ||
      totals.output > 0 ||
      totals.cacheRead > 0 ||
      totals.wallMs > 0
    ```
    
    **Final chip row JSX:** A `mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700` div containing four `rounded-full bg-gray-100 px-2 py-0.5 text-gray-900` chips — "In", "Out", "Cache" (toLocaleString values), and "Time" (`<1s` or `Xs` formatted) — rendered only when `hasTotals` is true. Matches the existing model badge styling exactly.
    
    **tsc result:** `npx tsc --noEmit` exited 0 with no errors. No other parts of the file were touched; no imports added; no comments added.
  110. Devin

    Both subagents done. Now verifying the final state and running the build.

    todo_write(todos: [{"content":"Write pseudocode comments i…)
    {
      "todos": [
        {
          "content": "Write pseudocode comments into lib/data.ts, message.tsx, page.tsx",
          "status": "completed"
        },
        {
          "content": "Spin up subagent A: implement lib/data.ts type + parser",
          "status": "completed"
        },
        {
          "content": "Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip",
          "status": "completed"
        },
        {
          "content": "Verify build passes",
          "status": "in_progress"
        }
      ]
    }
    In 1,008Out 125Cache 51,792TTFT 1,370mstool_calls
  111. OutputTodos have been modified successfully. Ensure that you continue to use the todo list to track your p
    Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable
    Current todo list:
    1. [x] Write pseudocode comments into lib/data.ts, message.tsx, page.tsx [completed]
    2. [x] Spin up subagent A: implement lib/data.ts type + parser [completed]
    3. [x] Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip [completed]
    4. [~] Verify build passes [in_progress]
    
  112. Devin
    exec(command: cd /Users/root1/devin-chats && grep -rn …)
    {
      "command": "cd /Users/root1/devin-chats && grep -rn \"PSEUDOCODE\" lib/data.ts app/session/\\[id\\]/message.tsx app/session/\\[id\\]/page.tsx 2>&1; echo \"EXIT: $?\""
    }
    In 248Out 64Cache 52,799tool_calls
  113. OutputOutput from command in shell 8c203e:
    Output from command in shell 8c203e:
    EXIT: 1
    
    
    Exit code: 0
  114. Devin

    No pseudocode markers remain. Now run the full build:

    exec(command: cd /Users/root1/devin-chats && npx tsc -…)
    {
      "command": "cd /Users/root1/devin-chats && npx tsc --noEmit 2>&1; echo \"TSC EXIT: $?\""
    }
    In 90Out 53Cache 53,046TTFT 1,459mstool_calls
  115. OutputOutput from command in shell cb5ad4:
    Output from command in shell cb5ad4:
    TSC EXIT: 0
    
    
    Exit code: 0
  116. Devin
    exec(command: cd /Users/root1/devin-chats && npm run b…)
    {
      "command": "cd /Users/root1/devin-chats && npm run build 2>&1 | tail -40; echo \"BUILD EXIT: $?\""
    }
    In 80Out 39Cache 53,135tool_calls
  117. OutputOutput from command in shell 562bcd:
    Output from command in shell 562bcd:
    
    > devin-chats@0.1.0 build
    > next build
    
    ▲ Next.js 16.2.10 (Turbopack)
    - Environments: .env.local, .env.production
    
      Creating an optimized production build ...
    ✓ Compiled successfully in 1048ms
      Running TypeScript ...
      Finished TypeScript in 834ms ...
      Collecting page data using 8 workers ...
      Generating static pages using 8 workers (0/3) ...
    ✓ Generating static pages using 8 workers (3/3) in 160ms
      Finalizing page optimization ...
    
    Route (app)
    ┌ ƒ /
    ├ ○ /_not-found
    ├ ƒ /api/session/[id]
    ├ ƒ /api/sessions
    └ ƒ /session/[id]
    
    
    ○  (Static)   prerendered as static content
    ƒ  (Dynamic)  server-rendered on demand
    
    BUILD EXIT: 0
    
    
    Exit code: 0
  118. Devin

    Build passes clean. Let me do a final review of the three changed files to make sure everything looks right.

    read(file_path: /Users/root1/devin-chats/lib/data.ts, offset: 15, limit: 50)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "offset": 15,
      "limit": 50
    }
    In 259Out 55Cache 53,214TTFT 1,261mstool_calls
  119. Output<file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="15" end_line="64" total_lines="13
    <file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="15" end_line="64" total_lines="134">
     15|export interface ToolCall {
     16|  id: string
     17|  name: string
     18|  arguments: Record<string, unknown>
     19|}
     20|
     21|export interface TokenMetrics {
     22|  input_tokens: number | null
     23|  output_tokens: number | null
     24|  cache_read_tokens: number | null
     25|  cache_creation_tokens: number | null
     26|  ttft_ms: number | null
     27|  total_time_ms: number | null
     28|  tpot_ms: number | null
     29|  tokens_per_sec: number | null
     30|}
     31|
     32|export interface ChatMessage {
     33|  message_id: string
     34|  node_id: number
     35|  role: 'system' | 'user' | 'assistant' | 'tool'
     36|  content: string
     37|  tool_calls?: ToolCall[]
     38|  thinking?: string
     39|  created_at?: string
     40|  metrics?: TokenMetrics | null
     41|  finish_reason?: string | null
     42|}
     43|
     44|const PAGE = 1000
     45|
     46|export async function getSessions(): Promise<Session[]> {
     47|  const all: Session[] = []
     48|  for (let from = 0; ; from += PAGE) {
     49|    const { data, error } = await supabase
     50|      .from('sessions')
     51|      .select(
     52|        'id, working_directory, backend_type, model, agent_mode, created_at, last_activity_at, title, hidden'
     53|      )
     54|      .eq('hidden', false)
     55|      .order('last_activity_at', { ascending: false })
     56|      .range(from, from + PAGE - 1)
     57|    if (error) throw new Error(error.message)
     58|    all.push(...(data ?? []))
     59|    if (!data || data.length < PAGE) break
     60|  }
     61|  return all
     62|}
     63|
     64|export async function getSession(id: string): Promise<Session | null> {
    </file-view>
  120. Devin
    read(file_path: /Users/root1/devin-chats/lib/data.ts, limit: 25, offset: 110)
    {
      "file_path": "/Users/root1/devin-chats/lib/data.ts",
      "limit": 25,
      "offset": 110
    }
    In 595Out 33Cache 53,472tool_calls
  121. Output<file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="110" end_line="134" total_lines="
    <file-view path="/Users/root1/devin-chats/lib/data.ts" start_line="110" end_line="134" total_lines="134">
    110|    if (!raw || typeof raw.role !== 'string') return null
    111|    return {
    112|      message_id: raw.message_id ?? `node-${node.node_id}`,
    113|      node_id: node.node_id,
    114|      role: raw.role,
    115|      content: typeof raw.content === 'string' ? raw.content : '',
    116|      tool_calls: Array.isArray(raw.tool_calls)
    117|        ? raw.tool_calls.map((tc: { id?: string; name?: string; arguments?: Record<string, unknown> }) => ({
    118|            id: tc.id ?? '',
    119|            name: tc.name ?? 'unknown',
    120|            arguments: tc.arguments ?? {},
    121|          }))
    122|        : undefined,
    123|      thinking:
    124|        typeof raw.thinking?.thinking === 'string'
    125|          ? raw.thinking.thinking
    126|          : undefined,
    127|      created_at: raw.metadata?.created_at ?? undefined,
    128|      finish_reason: raw.metadata?.finish_reason ?? null,
    129|      metrics: raw.metadata?.metrics ?? null,
    130|    }
    131|  } catch {
    132|    return null
    133|  }
    134|}
    </file-view>
  122. Devin
    read(file_path: /Users/root1/devin-chats/app/session/[id…, limit: 60, offset: 75)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/message.tsx",
      "limit": 60,
      "offset": 75
    }
    In 324Out 38Cache 54,066tool_calls
  123. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/message.tsx" start_line="75" end_line="13
    <file-view path="/Users/root1/devin-chats/app/session/[id]/message.tsx" start_line="75" end_line="134" total_lines="180">
     75|      </div>
     76|
     77|      {message.metrics && (
     78|        <MetricsFooter metrics={message.metrics} finishReason={message.finish_reason} />
     79|      )}
     80|    </div>
     81|  )
     82|}
     83|
     84|function MetricsFooter({
     85|  metrics,
     86|  finishReason,
     87|}: {
     88|  metrics: TokenMetrics
     89|  finishReason?: string | null
     90|}) {
     91|  const stats: { label: string; value: string }[] = []
     92|  if (metrics.input_tokens != null) {
     93|    stats.push({ label: 'In', value: metrics.input_tokens.toLocaleString() })
     94|  }
     95|  if (metrics.output_tokens != null) {
     96|    stats.push({ label: 'Out', value: metrics.output_tokens.toLocaleString() })
     97|  }
     98|  if (metrics.cache_read_tokens != null) {
     99|    stats.push({ label: 'Cache', value: metrics.cache_read_tokens.toLocaleString() })
    100|  }
    101|  if (metrics.ttft_ms != null) {
    102|    stats.push({ label: 'TTFT', value: `${Math.round(metrics.ttft_ms).toLocaleString()}ms` })
    103|  }
    104|
    105|  return (
    106|    <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4">
    107|      {stats.map((stat) => (
    108|        <span key={stat.label}>
    109|          <span className="text-gray-700">{stat.label}</span>{' '}
    110|          <span className="text-gray-900 tabular-nums">{stat.value}</span>
    111|        </span>
    112|      ))}
    113|      {finishReason && finishReason !== 'stop' && (
    114|        <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
    115|          {finishReason}
    116|        </span>
    117|      )}
    118|    </div>
    119|  )
    120|}
    121|
    122|function ToolResult({ message }: { message: ChatMessage }) {
    123|  if (!message.content) return null
    124|  const preview = message.content.split('\n')[0].slice(0, 100)
    125|
    126|  return (
    127|    <details className="rounded-sm border border-gray-alpha-400 bg-background-200">
    128|      <summary className="flex items-center gap-2 px-3 py-2 hover:bg-gray-alpha-100">
    129|        <Chevron />
    130|        <span className="shrink-0 font-mono text-xs leading-4 text-gray-700">
    131|          Output
    132|        </span>
    133|        <span className="truncate font-mono text-xs leading-4 text-gray-600">
    134|          {preview}
    </file-view>
  124. Devin
    read(file_path: /Users/root1/devin-chats/app/session/[id…, limit: 50, offset: 18)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "limit": 50,
      "offset": 18
    }
    In 728Out 38Cache 54,389tool_calls
  125. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="18" end_line="67" t
    <file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="18" end_line="67" total_lines="164">
     18|
     19|  const messages = await getSessionMessages(id)
     20|  const conversation = messages.filter((m) => m.role !== 'system')
     21|  const systemMessages = messages.filter((m) => m.role === 'system')
     22|
     23|  const totals = conversation.reduce(
     24|    (acc, m) => {
     25|      if (!m.metrics) return acc
     26|      acc.input += m.metrics.input_tokens ?? 0
     27|      acc.output += m.metrics.output_tokens ?? 0
     28|      acc.cacheRead += m.metrics.cache_read_tokens ?? 0
     29|      acc.wallMs += m.metrics.total_time_ms ?? 0
     30|      return acc
     31|    },
     32|    { input: 0, output: 0, cacheRead: 0, wallMs: 0 },
     33|  )
     34|  const hasTotals =
     35|    totals.input > 0 ||
     36|    totals.output > 0 ||
     37|    totals.cacheRead > 0 ||
     38|    totals.wallMs > 0
     39|
     40|  return (
     41|    <div className="mx-auto w-full max-w-[800px] px-4 py-10 sm:px-6 md:py-16">
     42|      <header className="mb-8 flex items-start justify-between">
     43|        <div className="min-w-0">
     44|          <Link
     45|            href="/"
     46|            className="mb-4 inline-flex h-8 items-center gap-1 rounded-sm px-1.5 text-sm font-medium leading-5 text-gray-900 transition-colors duration-150 hover:bg-gray-alpha-100 hover:text-gray-1000 -ml-1.5"
     47|          >
     48|            <svg width="14" height="14" viewBox="0 0 16 16" fill="none" aria-hidden>
     49|              <path
     50|                d="M10 3L5 8L10 13"
     51|                stroke="currentColor"
     52|                strokeWidth="1.5"
     53|                strokeLinecap="round"
     54|                strokeLinejoin="round"
     55|              />
     56|            </svg>
     57|            Sessions
     58|          </Link>
     59|          <h1 className="text-2xl font-semibold leading-8 tracking-[-0.96px] text-gray-1000">
     60|            {session.title || session.id}
     61|          </h1>
     62|          <div className="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 font-mono text-xs leading-4 text-gray-700">
     63|            <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     64|              {session.model}
     65|            </span>
     66|            <span>{session.agent_mode}</span>
     67|            <span>{shortenPath(session.working_directory)}</span>
    </file-view>
  126. Devin
    read(file_path: /Users/root1/devin-chats/app/session/[id…, limit: 25, offset: 67)
    {
      "file_path": "/Users/root1/devin-chats/app/session/[id]/page.tsx",
      "limit": 25,
      "offset": 67
    }
    In 29,592Out 38Cache 26,289tool_calls
  127. Output<file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="67" end_line="91" t
    <file-view path="/Users/root1/devin-chats/app/session/[id]/page.tsx" start_line="67" end_line="91" total_lines="164">
     67|            <span>{shortenPath(session.working_directory)}</span>
     68|            <span>{formatDateTime(session.last_activity_at)}</span>
     69|          </div>
     70|
     71|          {hasTotals && (
     72|            <div className="mt-2 flex flex-wrap items-center gap-x-2 gap-y-1 font-mono text-xs leading-4 text-gray-700">
     73|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     74|                In {totals.input.toLocaleString()}
     75|              </span>
     76|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     77|                Out {totals.output.toLocaleString()}
     78|              </span>
     79|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     80|                Cache {totals.cacheRead.toLocaleString()}
     81|              </span>
     82|              <span className="rounded-full bg-gray-100 px-2 py-0.5 text-gray-900">
     83|                Time{' '}
     84|                {totals.wallMs < 1000
     85|                  ? '<1s'
     86|                  : `${(totals.wallMs / 1000).toFixed(1)}s`}
     87|              </span>
     88|            </div>
     89|          )}
     90|        </div>
     91|        <ThemeToggle />
    </file-view>
  128. Devin

    Everything looks clean. Let me also run lint to be thorough:

    exec(command: cd /Users/root1/devin-chats && npm run l…)
    {
      "command": "cd /Users/root1/devin-chats && npm run lint 2>&1 | tail -20; echo \"LINT EXIT: $?\""
    }
    In 1,184Out 53Cache 55,116TTFT 1,399mstool_calls
  129. OutputOutput from command in shell 73e70f:
    Output from command in shell 73e70f:
    
    > devin-chats@0.1.0 lint
    > next lint
    
    Invalid project directory provided, no such directory: /Users/root1/devin-chats/lint
    LINT EXIT: 0
    
    
    Exit code: 0
  130. Devin
    exec(command: cd /Users/root1/devin-chats && npx next …)
    {
      "command": "cd /Users/root1/devin-chats && npx next lint 2>&1 | tail -20; echo \"LINT EXIT: $?\""
    }
    In 118Out 41Cache 56,299tool_calls
  131. OutputOutput from command in shell c0714e:
    Output from command in shell c0714e:
    Invalid project directory provided, no such directory: /Users/root1/devin-chats/lint
    LINT EXIT: 0
    
    
    Exit code: 0
  132. Devin
    exec(command: cd /Users/root1/devin-chats && npx eslin…)
    {
      "command": "cd /Users/root1/devin-chats && npx eslint . 2>&1 | tail -20; echo \"ESLINT EXIT: $?\""
    }
    In 89Out 42Cache 56,416tool_calls
  133. OutputOutput from command in shell f06899:
    Output from command in shell f06899:
    /Users/root1/devin-chats/components/theme-toggle.tsx
      11:5  error  Error: Calling setState synchronously within an effect can trigger cascading renders
    
    Effects are intended to synchronize state between React and external systems such as manually updating the DOM, state management libraries, or other platform APIs. In general, the body of an effect should do one or both of the following:
    * Update external systems with the latest state from React.
    * Subscribe for updates from some external system, calling setState in a callback function when external state changes.
    
    Calling setState synchronously within an effect body causes cascading renders that can hurt performance, and is not recommended. (https://react.dev/learn/you-might-not-need-an-effect).
    
    /Users/root1/devin-chats/components/theme-toggle.tsx:11:5
       9 |
      10 |   useEffect(() => {
    > 11 |     setMounted(true)
         |     ^^^^^^^^^^ Avoid calling setState() directly within an effect
      12 |   }, [])
      13 |
      14 |   if (!mounted) {  react-hooks/set-state-in-effect
    
    ✖ 1 problem (1 error, 0 warnings)
    
    ESLINT EXIT: 0
    
    
    Exit code: 0
  134. Devin

    The only lint error is pre-existing in theme-toggle.tsx (unrelated to our changes). All three of our files pass clean.

    todo_write(todos: [{"content":"Write pseudocode comments i…)
    {
      "todos": [
        {
          "content": "Write pseudocode comments into lib/data.ts, message.tsx, page.tsx",
          "status": "completed"
        },
        {
          "content": "Spin up subagent A: implement lib/data.ts type + parser",
          "status": "completed"
        },
        {
          "content": "Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip",
          "status": "completed"
        },
        {
          "content": "Verify build passes",
          "status": "completed"
        }
      ]
    }
    In 317Out 138Cache 56,504TTFT 1,309mstool_calls
  135. OutputTodos have been modified successfully. Ensure that you continue to use the todo list to track your p
    Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable
    Current todo list:
    1. [x] Write pseudocode comments into lib/data.ts, message.tsx, page.tsx [completed]
    2. [x] Spin up subagent A: implement lib/data.ts type + parser [completed]
    3. [x] Spin up subagents B and C in parallel: message.tsx footer + page.tsx totals strip [completed]
    4. [x] Verify build passes [completed]
    
  136. Devin

    Done. Here's what landed:

    Summary

    Three files changed, no schema migration or re-sync needed (the sync script already copies chat_message as a full JSON blob, so metadata.metrics was already in Supabase).

    Task A — <ref_file file="/Users/root1/devin-chats/lib/data.ts" />

    • New exported TokenMetrics interface (8 fields, all number | null)
    • ChatMessage gains metrics?: TokenMetrics | null and finish_reason?: string | null
    • parseMessage extracts both from raw.metadata, pass-through, no coercion

    Task B — <ref_file file="/Users/root1/devin-chats/app/session/[id]/message.tsx" />

    • New MetricsFooter component rendered under each assistant turn
    • Shows In / Out / Cache / TTFT stats (skips nulls individually), plus a finish_reason chip when it's not stop
    • Geist Mono, tabular-nums for aligned figures, text-gray-700 labels / text-gray-900 values, chip matches the existing model badge style

    Task C — <ref_file file="/Users/root1/devin-chats/app/session/[id]/page.tsx" />

    • Session-level totals computed by reducing conversation over metrics
    • 4-chip row (In / Out / Cache / Time) in the session header, below the existing model/mode/path/datetime row
    • Only renders when at least one total is > 0; time formats as <1s or 12.3s

    Verification: tsc --noEmit clean, next build clean. The one ESLint error is pre-existing in theme-toggle.tsx (unrelated).

    Execution model used: pseudocode comments placed at all relevant points first → subagent A (foundation, foreground) → subagents B + C (parallel, background, both depended only on A).

    In 260Out 436Cache 56,820TTFT 1,603ms
  137. You

    deploy to vercel

  138. Devin
    Thinking

    The user wants to deploy to Vercel. Let me check if there's a Vercel CLI set up and what the deployment options are.

    exec(command: cd /Users/root1/devin-chats && which ver…)
    {
      "command": "cd /Users/root1/devin-chats && which vercel; vercel --version 2>&1; echo \"---\"; ls -la .vercel 2>/dev/null; echo \"---\"; cat vercel.json 2>/dev/null; echo \"---\"; git remote -v 2>&1"
    }
    In 443Out 102Cache 57,079TTFT 970mstool_calls
  139. OutputOutput from command in shell 67c5be:
    Output from command in shell 67c5be:
    /Users/root1/Library/pnpm/vercel
    Vercel CLI 50.39.0
    50.39.0
    ---
    total 16
    drwxr-xr-x   4 root1  staff  128 Jul  7 23:12 .
    drwxr-xr-x  27 root1  staff  864 Jul  8 03:05 ..
    -rw-r--r--   1 root1  staff  116 Jul  7 23:12 project.json
    -rw-r--r--   1 root1  staff  520 Jul  7 23:12 README.txt
    ---
    ---
    
    
    Exit code: 0
  140. Devin
    exec(command: cat /Users/root1/devin-chats/.vercel/pro…)
    {
      "command": "cat /Users/root1/devin-chats/.vercel/project.json; echo \"---\"; cat /Users/root1/devin-chats/.vercel/README.txt"
    }
    In 263Out 43Cache 57,521tool_calls
  141. OutputOutput from command in shell 8f4e37:
    Output from command in shell 8f4e37:
    {"projectId":"prj_7ZLrDKZ3PzssKzImXd3uAU5onqCL","orgId":"team_6qGAXkpivbp7n1ukLNM06O5M","projectName":"devin-chats"}---
    > Why do I have a folder named ".vercel" in my project?
    The ".vercel" folder is created when you link a directory to a Vercel project.
    
    > What does the "project.json" file contain?
    The "project.json" file contains:
    - The ID of the Vercel project that you linked ("projectId")
    - The ID of the user or team your Vercel project is owned by ("orgId")
    
    > Should I commit the ".vercel" folder?
    No, you should not share the ".vercel" folder with anyone.
    Upon creation, it will be automatically added to your ".gitignore" file.
    
    
    Exit code: 0
  142. Devin

    Project is already linked. Let me check the env vars situation — the app needs Supabase env vars at build/runtime. Let me see what's configured locally vs what Vercel has.

    exec(command: cd /Users/root1/devin-chats && vercel en…)
    {
      "command": "cd /Users/root1/devin-chats && vercel env ls 2>&1 | head -30"
    }
    In 257Out 71Cache 57,783TTFT 1,175mstool_calls
  143. OutputOutput from command in shell 2c894c:
    Output from command in shell 2c894c:
    Retrieving project…
    > No Environment Variables found for aidentothe-projects/devin-chats [46ms]
    
    Exit code: 0
  144. Devin
    Thinking

    No env vars on Vercel. The app needs `NEXT_PUBLIC_SUPABASE_URL`, `NEXT_PUBLIC_SUPABASE_ANON_KEY`, and `SUPABASE_SERVICE_ROLE_KEY`. These are in `.env.local` locally. I need to prompt the user before pushing these to Vercel since they include a service role key (sensitive). Let me check what's in .env.local and ask the user. Actually, deploying with secrets is a sensitive action. Let me ask the user before uploading env vars, especially the service role key. But the deploy itself — the user explicitly asked to deploy. Let me check if the build will even work without env vars. Looking at the code: `lib/supabase.ts` uses `process.env.NEXT_PUBLIC_SUPABASE_URL!` and `process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!`. These are needed at runtime for the server components. The build might pass (Next.js doesn't fail on missing env at build for `!` assertions in server components since they're dynamic), but the app won't work at runtime. I should ask the user about the env vars before deploying, since uploading secrets is a sensitive action.

    The Vercel project is linked but has no environment variables set. The app needs three Supabase vars to function at runtime. I have them locally in .env.local but one is a service role key (sensitive), so I want to confirm before uploading.

    ask_user_question(questions: [{"question":"The Vercel project has no …)
    {
      "questions": [
        {
          "question": "The Vercel project has no env vars. Your .env.local has NEXT_PUBLIC_SUPABASE_URL, NEXT_PUBLIC_SUPABASE_ANON_KEY, and SUPABASE_SERVICE_ROLE_KEY. How should I handle env vars for the deploy?",
          "header": "Env vars",
          "multi_select": false,
          "options": [
            {
              "label": "Upload all 3",
              "description": "Pull all three from .env.local and set them on Vercel (Production + Preview + Development). Includes the service role key."
            },
            {
              "label": "Upload public only",
              "description": "Only set NEXT_PUBLIC_SUPABASE_URL and NEXT_PUBLIC_SUPABASE_ANON_KEY. Skip the service role key (only needed by the sync script, not the web app)."
            },
            {
              "label": "Skip env vars",
              "description": "Deploy without setting any env vars. The build will pass but the app will crash at runtime when it tries to query Supabase."
            }
          ]
        }
      ]
    }
    In 117Out 515Cache 58,039TTFT 965mstool_calls
  145. OutputUser answered your questions:
    User answered your questions:
    {
      "The Vercel project has no env vars. Your .env.local has NEXT_PUBLIC_SUPABASE_URL, NEXT_PUBLIC_SUPABASE_ANON_KEY, and SUPABASE_SERVICE_ROLE_KEY. How should I handle env vars for the deploy?": {
        "selected": [
          "Upload all 3"
        ]
      }
    }
  146. Devin

    Uploading all three env vars to Vercel, then deploying.

    exec(command: cd /Users/root1/devin-chats && \ URL_VAL…)
    {
      "command": "cd /Users/root1/devin-chats && \\\nURL_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_URL=' .env.local | cut -d= -f2-) && \\\nANON_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_ANON_KEY=' .env.local | cut -d= -f2-) && \\\nSERVICE_VAL=$(grep '^SUPABASE_SERVICE_ROLE_KEY=' .env.local | cut -d= -f2-) && \\\necho \"$URL_VAL\" | vercel env add NEXT_PUBLIC_SUPABASE_URL production preview development 2>&1 && \\\necho \"$ANON_VAL\" | vercel env add NEXT_PUBLIC_SUPABASE_ANON_KEY production preview development 2>&1 && \\\necho \"$SERVICE_VAL\" | vercel env add SUPABASE_SERVICE_ROLE_KEY production preview development 2>&1"
    }
    In 596Out 192Cache 58,155TTFT 1,309mstool_calls
  147. OutputOutput from command in shell 62ee9b:
    Output from command in shell 62ee9b:
    Error: Invalid number of arguments. Usage: `vercel env add <name> <production | preview | development> <gitbranch>`
    
    
    Exit code: 1
  148. Devin
    Thinking

    The vercel env add command needs to be called per-environment, or the syntax is different. Let me check the help.

    exec(command: vercel env add --help 2>&1 | head -30)
    {
      "command": "vercel env add --help 2>&1 | head -30"
    }
    In 242Out 50Cache 58,750TTFT 1,126mstool_calls
  149. OutputOutput from command in shell 54f117:
    Output from command in shell 54f117:
    
      ▲ vercel env add name [environment] [git-branch] [options]
    
      Add an Environment Variable (see examples below)                              
    
      Options:
    
           --force          Force overwrites when a command would normally fail          
           --guidance       Receive command suggestions once command is complete         
           --sensitive      Add a sensitive Environment Variable                         
           --value <VALUE>  Value for the variable (non-interactive). Otherwise use stdin
                            or you will be prompted.                                     
      -y,  --yes            Skip the confirmation prompt when adding an Environment      
                            Variable                                                     
    
    
      Global Options:
    
           --cwd <DIR>            Sets the current working directory for a single   
                                  run of a command                                  
      -d,  --debug                Debug mode (default off)                          
      -Q,  --global-config <DIR>  Path to the global `.vercel` directory            
      -h,  --help                 Output usage information                          
      -A,  --local-config <FILE>  Path to the local `vercel.json` file              
           --no-color             No color mode (default off)                       
           --non-interactive      Run without interactive prompts; when an agent is 
                                  detected this is the default                      
      -S,  --scope                Set a custom scope                                
      -t,  --token <TOKEN>        Login token                                       
      -v,  --version              Output the version number                         
    … (37 lines truncated)
    
    Exit code: 2
    
    `| head -30` was parsed out (30 of 67 total lines shown).
    <truncation_notice>
    Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/a7df8888/content.txt
    </truncation_notice>
  150. Devin

    I'll use --value and loop over the three environments per variable. The service role key should be marked --sensitive.

    exec(command: cd /Users/root1/devin-chats && \ URL_VAL…)
    {
      "command": "cd /Users/root1/devin-chats && \\\nURL_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_URL=' .env.local | cut -d= -f2-) && \\\nANON_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_ANON_KEY=' .env.local | cut -d= -f2-) && \\\nSERVICE_VAL=$(grep '^SUPABASE_SERVICE_ROLE_KEY=' .env.local | cut -d= -f2-) && \\\nfor env in production preview development; do \\\n  vercel env add NEXT_PUBLIC_SUPABASE_URL \"$env\" --value \"$URL_VAL\" --force -y 2>&1; \\\n  vercel env add NEXT_PUBLIC_SUPABASE_ANON_KEY \"$env\" --value \"$ANON_VAL\" --force -y 2>&1; \\\n  vercel env add SUPABASE_SERVICE_ROLE_KEY \"$env\" --value \"$SERVICE_VAL\" --sensitive --force -y 2>&1; \\\ndone"
    }
    In 450Out 236Cache 58,991TTFT 942mstool_calls
  151. OutputOutput from command in shell 072018:
    Output from command in shell 072018:
    WARNING! NEXT_PUBLIC_ variables can be seen by anyone visiting your site
    Retrieving project…
    Saving
    Overrode Environment Variable NEXT_PUBLIC_SUPABASE_URL to Project devin-chats [92ms]
    WARNING! The NEXT_PUBLIC_ prefix will make SUPABASE_ANON_KEY visible to anyone visiting your site
    Retrieving project…
    Saving
    Overrode Environment Variable NEXT_PUBLIC_SUPABASE_ANON_KEY to Project devin-chats [93ms]
    Retrieving project…
    Saving
    Overrode Environment Variable SUPABASE_SERVICE_ROLE_KEY to Project devin-chats [86ms]
    WARNING! NEXT_PUBLIC_ variables can be seen by anyone visiting your site
    Retrieving project…
    ? Add NEXT_PUBLIC_SUPABASE_URL to which Git branch? (leave empty for all Preview
     branches)?
    [?25hWARNING! The NEXT_PUBLIC_ prefix will make SUPABASE_ANON_KEY visible to anyone visiting your site
    Retrieving project…
    ? Add NEXT_PUBLIC_SUPABASE_ANON_KEY to which Git branch? (leave empty for all
    Preview branches)?
    [?25hRetrieving project…
    ? Add SUPABASE_SERVICE_ROLE_KEY to which Git branch? (leave empty for all
    Preview branches)?
    [?25hWARNING! NEXT_PUBLIC_ variables can be seen by anyone visiting your site
    Retrieving project…
    Saving
    Overrode Environment Variable NEXT_PUBLIC_SUPABASE_URL to Project devin-chats [102ms]
    WARNING! The NEXT_PUBLIC_ prefix will make SUPABASE_ANON_KEY visible to anyone visiting your site
    Retrieving project…
    Saving
    Overrode Environment Variable NEXT_PUBLIC_SUPABASE_ANON_KEY to Project devin-chats [85ms]
    Retrieving project…
    Saving
    Error: You cannot set a Sensitive Environment Variable's target to development.
    
    
    Exit code: 1
  152. Devin
    Thinking

    Most succeeded. The service role key for development failed because sensitive vars can't target development. That's fine — the web app doesn't need the service role key anyway (only the sync script uses it, and that runs locally). Let me verify what got set.

    Most succeeded. The service role key can't target development (Vercel restriction on sensitive vars) — that's fine, the web app doesn't use it (only the local sync script does). Let me verify what's set, then deploy.

    exec(command: cd /Users/root1/devin-chats && vercel en…)
    {
      "command": "cd /Users/root1/devin-chats && vercel env ls 2>&1"
    }
    In 650Out 133Cache 59,440TTFT 951mstool_calls
  153. OutputOutput from command in shell c2b5bf:
    Output from command in shell c2b5bf:
    Retrieving project…
    > Environment Variables found for aidentothe-projects/devin-chats [65ms]
    
     name                               value               environments        created    
     NEXT_PUBLIC_SUPABASE_ANON_KEY      Encrypted           Development         4s ago     
     NEXT_PUBLIC_SUPABASE_URL           Encrypted           Development         5s ago     
     SUPABASE_SERVICE_ROLE_KEY          Encrypted           Production          10s ago    
     NEXT_PUBLIC_SUPABASE_ANON_KEY      Encrypted           Production          11s ago    
     NEXT_PUBLIC_SUPABASE_URL           Encrypted           Production          12s ago    
    
    
    
    Exit code: 0
  154. Devin
    Thinking

    Hmm, I see Production and Development but not Preview. The interactive prompts for preview asked for a git branch and since I was non-interactive, it may have skipped. Let me add the preview ones explicitly. Actually, looking at the output more carefully — the first loop iteration (production) worked for all 3. The second iteration (preview) hit interactive prompts for git branch and didn't save. The third iteration (development) worked for the two public ones but failed on the sensitive service key. Let me add the preview ones, passing empty git branch. Actually the issue is the preview prompt. Let me try with a different approach — pipe empty input or use a flag.

    Preview env vars didn't save (hit an interactive git-branch prompt). Let me add them with an empty branch specifier.

    exec(command: cd /Users/root1/devin-chats && \ URL_VAL…)
    {
      "command": "cd /Users/root1/devin-chats && \\\nURL_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_URL=' .env.local | cut -d= -f2-) && \\\nANON_VAL=$(grep '^NEXT_PUBLIC_SUPABASE_ANON_KEY=' .env.local | cut -d= -f2-) && \\\nSERVICE_VAL=$(grep '^SUPABASE_SERVICE_ROLE_KEY=' .env.local | cut -d= -f2-) && \\\necho \"\" | vercel env add NEXT_PUBLIC_SUPABASE_URL preview --value \"$URL_VAL\" --force -y 2>&1; \\\necho \"\" | vercel env add NEXT_PUBLIC_SUPABASE_ANON_KEY preview --value \"$ANON_VAL\" --force -y 2>&1; \\\nvercel env add SUPABASE_SERVICE_ROLE_KEY preview --value \"$SERVICE_VAL\" --sensitive --force -y 2>&1"
    }
    In 275Out 355Cache 60,089TTFT 1,691mstool_calls
  155. OutputOutput from command in shell e241b6:
    Output from command in shell e241b6:
    WARNING! NEXT_PUBLIC_ variables can be seen by anyone visiting your site
    Retrieving project…
    ? Add NEXT_PUBLIC_SUPABASE_URL to which Git branch? (leave empty for all Preview
     branches)?
    [?25hWARNING! The NEXT_PUBLIC_ prefix will make SUPABASE_ANON_KEY visible to anyone visiting your site
    Retrieving project…
    ? Add NEXT_PUBLIC_SUPABASE_ANON_KEY to which Git branch? (leave empty for all
    Preview branches)?
    [?25hRetrieving project…
    ? Add SUPABASE_SERVICE_ROLE_KEY to which Git branch? (leave empty for all
    Preview branches)?
    [?25h
    
    Exit code: 0
  156. Devin
    Thinking

    Still hitting the interactive prompt. The `echo "" |` piped empty string isn't being picked up as the git branch answer. Let me try a different approach — maybe I need to use the git-branch positional argument directly. Looking at the help: `vercel env add name [environment] [git-branch]`. So I can pass an empty string as the git-branch argument. But empty string as a positional arg might not work. Let me try passing it explicitly. Actually, maybe I should just skip preview for now and deploy to production. The production env vars are set, which is what matters for `vercel --prod`.

    The preview env vars are being stubborn with the git-branch prompt, but production env vars are all set — that's what matters for a production deploy. Let me deploy now.

    exec(command: cd /Users/root1/devin-chats && vercel --…, timeout: 180000)
    {
      "command": "cd /Users/root1/devin-chats && vercel --prod --yes 2>&1",
      "timeout": 180000
    }
    In 536Out 205Cache 60,363TTFT 1,504mstool_calls
  157. OutputRetrieving project…
    Retrieving project…
    Deploying aidentothe-projects/devin-chats
    Uploading [--------------------] (0.0B/404.4KB)
    Uploading [=====---------------] (109.9KB/404.4KB)
    Uploading [==========----------] (205.1KB/404.4KB)
    Uploading [===============-----] (317.1KB/404.4KB)
    Uploading [====================] (404.4KB/404.4KB)
    Inspect: https://vercel.com/aidentothe-projects/devin-chats/EYrhHQP7YSCMC5iPNiXk8s6GtQoe [2s]
    Production: https://devin-chats-ej02y0swh-aidentothe-projects.vercel.app [2s]
    https://devin-chats-ej02y0swh-aidentothe-projects.vercel.appBuilding...
    Building...
    Building: Running build in Washington, D.C., USA (East) – iad1
    Building: Build machine configuration: 2 cores, 8 GB
    Building: Retrieving list of deployment files...
    Building: Downloading 37 deployment files...
    Building: Restored build cache from previous deployment (6dgvajibY4KAyqZ3z8negVeYyXgy)
    Building: Running "vercel build"
    Building: Vercel CLI 54.19.0
    Building: Installing dependencies...
    Building: npm warn deprecated prebuild-install@7.1.3: No longer maintained. Please contact the author of the relevant native addon; alternatives are available.
    Building: added 40 packages in 2s
    Building: 154 packages are looking for funding
    Building: run `npm fund` for details
    Building: Detected Next.js version: 16.2.10
    Building: Running "npm run build"
    Building: > devin-chats@0.1.0 build
    Building: > next build
    Building: Applying modifyConfig from Vercel
    Building: ▲ Next.js 16.2.10 (Turbopack)
    Building: - Environments: .env.production
    Building: Creating an optimized production build ...
    
    ===
    Stopped waiting for output after 15.9 seconds. Command running in background with ID: e289c9. Run get_output with timeout if you need to wait.
  158. Devin
    get_output(shell_id: e289c9, timeout: 120000)
    {
      "shell_id": "e289c9",
      "timeout": 120000
    }
    In 712Out 24Cache 60,898tool_calls
  159. OutputBuilding: ✓ Compiled successfully in 6.0s
    Building: ✓ Compiled successfully in 6.0s
    Building: Running TypeScript ...
    Building: Finished TypeScript in 3.8s ...
    Building: Collecting page data using 1 worker ...
    Building: Generating static pages using 1 worker (0/3) ...
    Building: ✓ Generating static pages using 1 worker (3/3) in 169ms
    Building: Finalizing page optimization ...
    Building: Running onBuildComplete from Vercel
    Building: Detected .env file, it is strongly recommended to use Vercel's env handling instead
    Building: Route (app)
    Building: ┌ ƒ /
    Building: ├ ○ /_not-found
    Building: ├ ƒ /api/session/[id]
    Building: ├ ƒ /api/sessions
    Building: └ ƒ /session/[id]
    Building: ○  (Static)   prerendered as static content
    Building: ƒ  (Dynamic)  server-rendered on demand
    Building: Build Completed in /vercel/output [15s]
    Building: Deploying outputs...
    Building: Deployment completed
    Building: Creating build cache...
    Production: https://devin-chats-ej02y0swh-aidentothe-projects.vercel.app [28s]
    Completing...
    Aliased: https://devin.aidenhuang.com [28s]
    > Tip: Run `npx plugins add vercel/vercel-plugin` to enhance your agent experience
    
    
    Exit code: 0
  160. Devin

    Deployed successfully. Let me verify the live site is responding.

    exec(command: curl -sS -o /dev/null -w "HTTP %{http_co…)
    {
      "command": "curl -sS -o /dev/null -w \"HTTP %{http_code} | %{time_total}s\\n\" https://devin.aidenhuang.com/ 2>&1; echo \"---\"; curl -sS https://devin.aidenhuang.com/ 2>&1 | grep -o '<h1[^>]*>[^<]*</h1>' | head -1"
    }
    In 344Out 107Cache 61,609TTFT 983mstool_calls
  161. OutputOutput from command in shell 7f74df:
    Output from command in shell 7f74df:
    HTTP 200 | 1.630692s
    ---
    <h1 class="text-[32px] font-semibold leading-10 tracking-[-1.28px] text-gray-1000">Devin Sessions</h1>
    
    
    Exit code: 0
  162. Devin

    Deployed and live.

    Production URL: https://devin.aidenhuang.com Deployment inspect: https://vercel.com/aidentothe-projects/devin-chats/EYrhHQP7YSCMC5iPNiXk8s6GtQoe

    Build passed clean on Vercel (TypeScript + Next.js 16 Turbopack), site returns HTTP 200, and the session list page renders. The token metrics features (per-assistant-turn footer + session totals strip) are now live — they'll show on any session page that has assistant turns with metrics in the synced data.

    One note: the preview environment env vars didn't save due to a Vercel CLI git-branch prompt quirk. Production has all three vars set. If you want preview deploys to work too, you can add them via the Vercel dashboard (Settings → Environment Variables) or I can retry with a different approach.

    In 177Out 201Cache 61,952TTFT 935ms