Summaries of Andreas Lordos Projects

swe-1-6-fastbypass~/Downloads/projects/andreasJul 3, 2026, 10:53 AM UTC

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7 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://windsurf.com/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-for-terminal` 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":"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":"playwright"}]}

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.

## Parallel tool calls

- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.
- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.
- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.
- Never perform dependent terminal commands or writes in parallel.

You are powered by SWE-1.6 Fast.

<system_info>
The following information is automatically generated context about your current environment.
Current workspace directories:
  /Users/root1/Downloads/projects/andreas (cwd)

Platform: macos
OS Version: Darwin 25.6.0
Today's date: Friday, 2026-07-03

</system_info>

<rules type="always-on">
<rule name="global_rules" path="/Users/root1/.codeium/windsurf/memories/global_rules.md">

</rule>
</rules>

<available_skills>
The following skills can be invoked using the `skill` tool. When a built-in skill clearly matches the user's request, invoke it immediately at the start of the session.

- **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/.agents/skills/cloudflare/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)
- **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/.agents/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/.agents/skills/durable-objects/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/.agents/skills/cloudflare-one-migrations/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/.agents/skills/workers-best-practices/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/.agents/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/.agents/skills/web-perf/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/.agents/skills/cloudflare-one/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/.agents/skills/turnstile-spin/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/.agents/skills/cloudflare-email-service/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/.agents/skills/agents-sdk/SKILL.md)
- **devin-for-terminal**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/2026.8.18/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>

You
https://github.com/andreaslordos/polaris, https://github.com/andreaslordos/forgotten-realms, https://github.com/andreaslordos/splat, https://github.com/andreaslordos/eldrow summarize each repo and wha trthey do
Devin
Thinking
The user wants me to summarize four GitHub repositories: 1. https://github.com/andreaslordos/polaris 2. https://github.com/andreaslordos/forgotten-realms 3. https://github.com/andreaslordos/splat 4. https://github.com/andreaslordos/eldrow I should fetch information about each repository and provide a summary of what each one does. I can use webfetch to get the content of each repository's main page or README. Let me fetch all four repositories in parallel since they're independent requests.
I'll fetch information about each repository to provide you with summaries.
webfetch(url: https://github.com/andreaslordos/polaris)
```
{
  "url": "https://github.com/andreaslordos/polaris"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms"
}
```
webfetch(url: https://github.com/andreaslordos/splat)
```
{
  "url": "https://github.com/andreaslordos/splat"
}
```
webfetch(url: https://github.com/andreaslordos/eldrow)
```
{
  "url": "https://github.com/andreaslordos/eldrow"
}
```
In 2,825Out 220Cache 12,160TTFT 803mstool_calls

Output# Web Content from https://github.com/andreaslordos/polaris

# Web Content from https://github.com/andreaslordos/polaris

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      ][9]
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────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
Name                        │Name                        │Last commit message│Last commit date
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## Latest commit                                         
                                                         
## History                                               
                                                         
[54 Commits][92]                                         
[][93]54 Commits                                         
────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
[polaris-app][94]           │[polaris-app][95]           │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[tools][96]                 │[tools][97]                 │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.gitignore][98]            │[.gitignore][99]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[README.md][100]            │[README.md][101]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[ideas_for_lead_gen.md][102]│[ideas_for_lead_gen.md][103]│                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[process_images.py][104]    │[process_images.py][105]    │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[roadmap.md][106]           │[roadmap.md][107]           │                   │                
────────────────────────────┴────────────────────────────┴───────────────────┴────────────────
View all files                                           
─────────────────────────────────────────────────────────

## Repository files navigation
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# Polaris

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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris
[3]: https://github.com/features/copilot
[4]: https://github.com/features/ai/github-app
[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
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[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]… (25 chars truncated)
… (122 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/0fd818ba/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/forgotten-realms

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# andreaslordos/forgotten-realms

main
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─────────────────────────────┬─────────────────────────────┬───────────────────┬────────────────
Name                         │Name                         │Last commit message│Last commit date
─────────────────────────────┴─────────────────────────────┴───────────────────┴────────────────
## Latest commit                                           
                                                           
## History                                                 
                                                           
[191 Commits][92]                                          
[][93]191 Commits                                          
─────────────────────────────┬─────────────────────────────┬───────────────────┬────────────────
[.github/workflows][94]      │[.github/workflows][95]      │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[backend][96]                │[backend][97]                │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[docs/superpowers][98]       │[docs/superpowers][99]       │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[frontend][100]              │[frontend][101]              │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[scripts][102]               │[scripts][103]               │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[.gitignore][104]            │[.gitignore][105]            │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[.pre-commit-config.yaml][106│[.pre-commit-config.yaml][107│                   │                
]                            │]                            │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[AI_DEVELOPMENT_GUIDE.md][108│[AI_DEVELOPMENT_GUIDE.md][109│                   │                
]                            │]                            │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[CLAUDE.md][110]             │[CLAUDE.md][111]             │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[README.md][112]             │[README.md][113]             │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[longer_spec.md][114]        │[longer_spec.md][115]        │                   │                
─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────
[roadmap.md][116]     … (82 chars truncated)
… (315 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/c20bb7b0/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/splat

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────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
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## Latest commit                                         
                                                         
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[79 Commits][92]                                         
[][93]79 Commits                                         
────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
[.github/workflows][94]     │[.github/workflows][95]     │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[docs][96]                  │[docs][97]                  │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[src/splat][98]             │[src/splat][99]             │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[tests][100]                │[tests][101]                │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.DS_Store][102]            │[.DS_Store][103]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.gitignore][104]           │[.gitignore][105]           │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.pre-commit-config.yaml][10│[.pre-commit-config.yaml][10│                   │                
6]                          │7]                          │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.readthedocs.yaml][108]    │[.readthedocs.yaml][109]    │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[LICENSE][110]              │[LICENSE][111]              │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[README.md][112]            │[README.md][113]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[pyproject.toml][114]       │[pyproject.toml][115]       │                   │                
────────────────────────────┴────────────────────────────┴───────────────────┴────────────────
View all files                                           
─────────────────────────────────────────────────────────

## Repository files navigation
* [README][116]
* … (18 chars truncated)
… (277 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/ba219f7f/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/eldrow

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# andreaslordos/eldrow

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## Folders and files

────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
Name                        │Name                        │Last commit message│Last commit date
────────────────────────────┴────────────────────────────┴───────────────────┴────────────────
## Latest commit                                         
                                                         
## History                                               
                                                         
[11 Commits][92]                                         
[][93]11 Commits                                         
────────────────────────────┬────────────────────────────┬───────────────────┬────────────────
[public][94]                │[public][95]                │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[src][96]                   │[src][97]                   │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[.gitignore][98]            │[.gitignore][99]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[README.md][100]            │[README.md][101]            │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[eslint.config.mjs][102]    │[eslint.config.mjs][103]    │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[next.config.ts][104]       │[next.config.ts][105]       │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[package-lock.json][106]    │[package-lock.json][107]    │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[package.json][108]         │[package.json][109]         │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[postcss.config.mjs][110]   │[postcss.config.mjs][111]   │                   │                
────────────────────────────┼────────────────────────────┼───────────────────┼────────────────
[tsconfig.json][112]        │[tsconfig.json][113]        │                   │                
────────────────────────────┴────────────────────────────┴───────────────────┴────────────────
View all files                                           
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## Repository files navigation
* [README][114]

More items

This is a [Next.js][115] project bootstrapped with [`create-next-app`][116].

## Getting Started

First, run the development server:

npm run dev
# or
yarn dev
# or
pnpm dev
# or
bun dev

Open [http://localhost:3000][117] with your browser to see the result.

You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the
file.

This project uses [`next/font`][118] to automatically optimize and load [Geist][119], a new font
family for … (7 chars truncated)
… (239 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/3ab82074/content.txt
</truncation_notice>

Devin
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```
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  "url": "https://github.com/andreaslordos/splat/blob/main/README.md"
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```
{
  "url": "https://github.com/andreaslordos/eldrow/blob/main/README.md"
}
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Output# Web Content from https://github.com/andreaslordos/polaris/blob/main/README.md

# Web Content from https://github.com/andreaslordos/polaris/blob/main/README.md

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# Polaris

Polaris knows everything about what you're looking at.

## Footer

© 2026 GitHub, Inc.

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# AI MUD

AI MUD is a text-based multiplayer online role-playing game (MMORPG) that uses AI to generate
content.

## Features
* Character creation, strict-levelling progression
* Exploration
* Combat with other players
* Inventory system
* NPCs that move around -- no need for interaction
* Game is mostly based on puzzles that when solved, will give you treasure and maybe points. The
  treasure can be "swamped" for points.
* As AI generates the world, that world becomes **permanent** and interactable by other players.
  Rooms don't tend to mutate much by AI - the AI creates the rooms, generates the rules and NPCs
  associated, and items, and then the room is there for other players to interact with as well
* The world will fully reset every week, starting back to an original "village" state - this village
  state will be defined by me
* The world that the AI generates must be internally consistent, and the AI must be able to generate
  believable content, and try and keep a consistent tone and storyline.

## Local Development
* **Backend**: From the `backend/` directory, install deps with `python3 -m venv .venv && source
  .venv/bin/activate && pip install -r requirements.txt`. Start the Socket.IO server in test mode
  (no SSL) with `python3 socket_server.py -test` (listens on [http://localhost:8080][95]).
* **Frontend**: From the `frontend/` directory, install deps with `npm install` and launch the React
  dev server with `npm start` (serves on [http://localhost:3000][96] and proxies API traffic to the
  backend on 8080).

## Testing

### Running Tests

Run all backend tests with coverage:

./scripts/run_backend_tests.sh

Run specific test files:

python3 -m unittest backend.managers.tests.test_player -v
python3 -m unittest backend.commands.tests.test_auth -v

### Coverage Requirements
* **Minimum Coverage**: 80% for all files
* **Exceptions**: `socket_server.py` and `event_handlers.py` (excluded from coverage requirements)
* The pre-commit hook enforces 80% coverage and blocks commits if this threshold is not met

To check coverage manually:

python3 -m coverage erase
python3 -m coverage run --source=backend --omit='*/tests/*' -m unittest discover -s backend -p 'test
_*.py'
python3 -m coverage report --fail-under=80 --sort=cover

### Type Checking

Run mypy for static type checking:

python3 -m mypy --ignore-missing-imports --strict . --exclude 'tests' --exclude 'venv'

### Test Structure

Tests follow a consistent structure:
* Each Python module has a corresponding test file: `foo.py` → `tests/test_foo.py`
* Tests are located in `tests/` subdirectories within each module (e.g., `backend/commands/tests/`,
  `backend/models/tests/`)
* Test functions follow the naming convention: `test_{function_name}_{description_of_test}`
* Example: `test_handle_password_validates_old_password_success`

### Pre-commit Hooks

Install developer tooling:

pip install pre-commit coverage mypy
pre-commit install

Pre-commit hooks will automatically run on each commit:
* **Black**: Code formatting
* **Ruff**: Linting
* **Coverage**: Ensures 80% minimum coverage
* **Test Execution**: All tests must pass

If tests fail or coverage drops below 80%, the commit will be blocked.

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[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.c… (2 chars truncated)
… (64 lines truncated)
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Output# Web Content from https://github.com/andreaslordos/splat/blob/main/README.md

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# Splat

[[PyPI version]][95] [[Python versions]][96] [[Documentation Status]][97] [[License]][98]

Splat automatically creates GitHub issues when your Flask, FastAPI, or Django app crashes, then uses
Claude Code to generate fix PRs. Set it up once, and bugs fix themselves.

## Quick Start

pip install py-splat
splat init

The `splat init` wizard detects your framework, injects the error-catching middleware, and sets up a
GitHub Action that triggers Claude Code when issues are created.

The injected code is minimal: two lines of code for each server you instantiate. `splat init` will
figure out where to inject this code and do it for you.

## How It Works
1. **Runtime error occurs** → Splat middleware catches the exception
2. **GitHub issue created** → Contains error details, traceback, and los
3. **GitHub Action triggers** → Claude Code analyzes the bug and opens a fix PR

## Documentation

See the [full documentation][99] for configuration options and advanced usage.

## License

MIT

## Footer

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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2FREADME.md
[3]: https://github.com/features/copilot
[4]: https://github.com/features/ai/github-app
[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
[8]: https://github.com/features/issues
[9]: https://github.com/features/code-review
[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
[45]: https://support.github.com
[46]: https://github.com/orgs/community/discussions
[47]: https://github.com/trust-center
[48]: https://github.com/partners
[49]: https://github.com/resources
[50]: https://github.com/sponsors
[51]: https://securitylab.github.com
[52]: https://maintainers.github.com
[53]: https://github.com/accelerator
[54]: https://stars.github.com
[55]: https://archiveprogram.github.com
[56]: https://github.com/topics
[57]: https://github.com/trending
[58]: https://github.com/collections
[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
[61]: https://github.com/features/copilot/copilot-business
[62]: https://github.com/premium-support
[63]: https://github.com/pricing
[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2FREADME.md
[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3
E%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat
[68]: 
[69]: 
[70]: 
[71]: /andreaslordos
[72]: /andreaslordos/splat
[73]: /login?return_to=%2Fandreaslordos%2Fsplat
[74]: /login?return_to=%2Fandreaslordos%2Fsplat
[75]: /login?return_to=%2Fandreaslordos%2Fsplat
[76]: /andreaslordos/splat
[77]: /andreaslordos/splat/issues
[78]: /andreaslordos/splat/pulls
[79]: /andreaslordos/splat/actions
[80]: /andreaslordos/splat/projects
[81]: /andreaslordos/splat/security
[82]: /andreaslordos/splat/pulse
[83]: /andreaslordos/splat
[84]: /andreaslordos/splat/issues
[85]: /andreaslordos/splat/pulls
[86]: /andreaslordos/splat/actions
[87]: /andreaslordos/splat/projects
[88]: /andreaslordos/splat/security
[89]: /andreaslordos/splat/pulse
[90]: /andreaslordos/splat/tree/main
[91]: /andreaslordos/splat/commits/main/README.md
[92]: /andreaslordos/splat/commits/main/README.md
[93]: /andreaslordos/splat/tree/main
[94]: https://github.com/andreaslordos/splat/raw/refs/heads/main/README.md
[95]: https://pypi.org/project/py-splat/
[96]: https://pypi.org/project/py-splat/
[97]:… (33 chars truncated)
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<truncation_notice>
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</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/eldrow/blob/main/README.md

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This is a [Next.js][95] project bootstrapped with [`create-next-app`][96].

## Getting Started

First, run the development server:

npm run dev
# or
yarn dev
# or
pnpm dev
# or
bun dev

Open [http://localhost:3000][97] with your browser to see the result.

You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the
file.

This project uses [`next/font`][98] to automatically optimize and load [Geist][99], a new font
family for Vercel.

## Learn More

To learn more about Next.js, take a look at the following resources:
* [Next.js Documentation][100] - learn about Next.js features and API.
* [Learn Next.js][101] - an interactive Next.js tutorial.

You can check out [the Next.js GitHub repository][102] - your feedback and contributions are
welcome!

## Deploy on Vercel

The easiest way to deploy your Next.js app is to use the [Vercel Platform][103] from the creators of
Next.js.

Check out our [Next.js deployment documentation][104] for more details.

## Footer

© 2026 GitHub, Inc.

### Footer navigation
* [Terms][105]
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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Fblob%2Fmain%2FREADME.md
[3]: https://github.com/features/copilot
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[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
[8]: https://github.com/features/issues
[9]: https://github.com/features/code-review
[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
[45]: https://support.github.com
[46]: https://github.com/orgs/community/discussions
[47]: https://github.com/trust-center
[48]: https://github.com/partners
[49]: https://github.com/resources
[50]: https://github.com/sponsors
[51]: https://securitylab.github.com
[52]: https://maintainers.github.com
[53]: https://github.com/accelerator
[54]: https://stars.github.com
[55]: https://archiveprogram.github.com
[56]: https://github.com/topics
[57]: https://github.com/trending
[58]: https://github.com/collections
[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
[61]: https://github.com/features/copilot/copilot-business
[62]: https://github.com/premium-support
[63]: https://github.com/pricing
[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
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[73]: /login?return_to=%2Fandreaslordos%2Feldrow
[74]: /login?return_to=%2Fandreaslordos%2Feldrow
[75]: /login?return_to=%2Fandreaslordos%2Feldrow
[76]: /andreaslordos/eldrow
[77]: /andreaslordos/eldrow/issues
[78]: /andreaslordos/eldrow/pulls
[79]: /andreaslordos/eldrow/actions
[80]: /andreaslordos/eldrow/projects
[81]: /andreaslordos/eldrow/security
[82]: /andreaslordos/eldrow/pulse
[83]: /andreaslordos/eldrow
[84]: /andreaslordos/eldrow/issues
[85]: /andreaslordos/eldrow/pulls
[86]: /andreaslordos/eldrow/actions
[87]: /andreaslordos/eldrow/projects
[88]: /andreaslordos/eldrow/security
[89]: /andreaslordos/eldrow/pulse
[90]: /andreaslordos/eldrow/tree/main
[91]: /andreaslordos/eldrow/commits/main/README.md
[92]: /andreaslordos/eldrow/commits/main/README.md
[93]: /andreaslordos/eldrow/tree/main
[94]: https://github.com/andreaslordos/eldrow/raw/refs/heads/main/README.md
[95]: https://nextjs.org
[96]: https://nextjs.org/docs/app/api-ref… (26 chars truncated)
… (16 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/709677c3/content.txt
</truncation_notice>

Devin
Thinking
Great! Now I have the README content for each repository. Let me summarize what each one does based on the information I gathered: 1. **Polaris** - The README is very minimal, just saying "Polaris knows everything about what you're looking at" with a link to polaris.lordos.tech. It appears to be some kind of visual analysis or information tool, written in TypeScript (81.5%), JavaScript (11.3%), Python (4.1%), and CSS (3.1%). 2. **Forgotten Realms** - This is an AI-powered text-based multiplayer online role-playing game (MMORPG). It uses AI to generate game content including rooms, NPCs, items, and puzzles. Features include character creation, exploration, combat, inventory system, and a world that resets weekly. It has a Python backend with Socket.IO and a React frontend. 3. **Splat** - This is a Python tool that automatically creates GitHub issues when Flask, FastAPI, or Django apps crash, then uses Claude Code to generate fix PRs. It's essentially an automated bug fixing system - "bugs fix themselves." It's a Python package available on PyPI. 4. **Eldrow** - This appears to be a basic Next.js project bootstrapped with create-next-app. The README is just the default Next.js template README, so it seems to be in early development or a starter project. Let me provide a clear summary of each.
Based on the GitHub repositories, here's a summary of each:

Polaris

A visual analysis tool that "knows everything about what you're looking at." It appears to be some kind of computer vision or information extraction application. The project is written primarily in TypeScript (81.5%), with JavaScript (11.3%), Python (4.1%), and CSS (3.1%). Live demo available at polaris.lordos.tech.

Forgotten Realms

An AI-powered text-based multiplayer online role-playing game (MMORPG). Key features:

AI-generated game content (rooms, NPCs, items, puzzles)

Character creation with leveling progression

Player combat and exploration

Inventory and treasure systems

Persistent world that resets weekly

Python backend with Socket.IO, React frontend

Comprehensive testing with 80% coverage requirements

Splat

An automated bug-fixing tool for Python web apps (Flask, FastAPI, Django). When your app crashes:

Splat middleware catches the exception

Creates a GitHub issue with error details and traceback

Triggers a GitHub Action that uses Claude Code to analyze and generate a fix PR Essentially "bugs fix themselves" - install once and let it handle crash recovery automatically.

Eldrow

A Next.js project bootstrapped with the standard create-next-app template. The README contains only the default Next.js documentation, suggesting this is either in early development stages or serves as a starter project/template.
In 11,619Out 616Cache 22,912TTFT 1,116ms
You
did you read any code?
Devin
Thinking
The user is asking if I read any code. Looking back at my response, I only fetched the README files and the main repository pages using webfetch. I did not actually read any of the source code from any of the repositories. I should be honest about this and offer to read the code if they want a more detailed understanding of what these projects do.
No, I only read the README files and repository overview pages. I didn't examine any actual source code from the repositories.

Would you like me to dive into the code for any of these projects to give you a more detailed understanding of how they work?
In 723Out 126Cache 34,432TTFT 1,495ms
You
yes
Devin
Thinking
The user wants me to read the code from these repositories to give them a more detailed understanding. I should explore the codebase of each repository to understand what they actually do beyond just the README descriptions. Let me start by exploring the structure and key files of each repository. I'll use the find_file_by_name tool to get an overview of the code structure, then read some key files to understand the implementation. Let me start with all four repositories in parallel since they're independent.
I'll explore the code for all four repositories to give you a more detailed understanding. Let me start by examining their structure and key files.
find_file_by_name(pattern: **/*, path: /Users/root1/Downloads/projects/andreas)
```
{
  "pattern": "**/*",
  "path": "/Users/root1/Downloads/projects/andreas"
}
```
In 212Out 153Cache 35,072TTFT 1,027mstool_calls
OutputNo files found
```
No files found
```
Devin
Thinking
The user asked me to read the code from the GitHub repositories, but I tried to search in the local directory and didn't find anything. The repositories are on GitHub, not locally. I should use webfetch or other tools to examine the actual source code files from the GitHub repositories. Let me fetch the actual source code files from each repository to understand what they do.
webfetch(url: https://github.com/andreaslordos/polaris…)
```
{
  "url": "https://github.com/andreaslordos/polaris/tree/main/polaris-app"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms/tree/main/backend"
}
```
webfetch(url: https://github.com/andreaslordos/splat/t…)
```
{
  "url": "https://github.com/andreaslordos/splat/tree/main/src/splat"
}
```
webfetch(url: https://github.com/andreaslordos/eldrow/…)
```
{
  "url": "https://github.com/andreaslordos/eldrow/tree/main/src"
}
```
In 244Out 178Cache 35,200TTFT 1,014mstool_calls

Output# Web Content from https://github.com/andreaslordos/polaris/tree/main/polaris-app

# Web Content from https://github.com/andreaslordos/polaris/tree/main/polaris-app

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────────────────────────┬────────────────────────┬───────────────────┬────────────────
Name                    │Name                    │Last commit message│Last commit date
────────────────────────┴────────────────────────┴───────────────────┴────────────────
### parent directory                             
                                                 
[                                                
..                                               
][94]                                            
────────────────────────┬────────────────────────┬───────────────────┬────────────────
[public][95]            │[public][96]            │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[scripts][97]           │[scripts][98]           │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[src][99]               │[src][100]              │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[.gitignore][101]       │[.gitignore][102]       │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[README.md][103]        │[README.md][104]        │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[eslint.config.mjs][105]│[eslint.config.mjs][106]│                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[firebase.json][107]    │[firebase.json][108]    │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[next.config.js][109]   │[next.config.js][110]   │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[package-lock.json][111]│[package-lock.json][112]│                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[package.json][113]     │[package.json][114]     │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[postcss.config.mjs][115│[postcss.config.mjs][116│                   │                
]                       │]                       │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[tailwind.config.mjs][11│[tailwind.config.mjs][11│                   │                
7]                      │8]                      │                   │                
────────────────────────┼────────────────────────┼───────────────────┼────────────────
[tsconfig.json][119]    │[tsconfig.json][120]    │                   │                
──… (252 chars truncated)
… (205 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/2de51468/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/forgotten-realms/tree/main/backend

# Web Content from https://github.com/andreaslordos/forgotten-realms/tree/main/backend

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──────────────────────────┬──────────────────────────┬───────────────────┬────────────────
Name                      │Name                      │Last commit message│Last commit date
──────────────────────────┴──────────────────────────┴───────────────────┴────────────────
### parent directory                                 
                                                     
[                                                    
..                                                   
][94]                                                
──────────────────────────┬──────────────────────────┬───────────────────┬────────────────
[admin][95]               │[admin][96]               │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[commands][97]            │[commands][98]            │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[managers][99]            │[managers][100]           │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[models][101]             │[models][102]             │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[services][103]           │[services][104]           │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[tests][105]              │[tests][106]              │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[TESTS_INSTRUCTIONS.md][10│[TESTS_INSTRUCTIONS.md][10│                   │                
7]                        │8]                        │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[event_handlers.py][109]  │[event_handlers.py][110]  │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[globals.py][111]         │[globals.py][112]         │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[requirements.txt][113]   │[requirements.txt][114]   │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[socket_server.py][115]   │[socket_server.py][116]   │                   │                
──────────────────────────┼──────────────────────────┼───────────────────┼────────────────
[tick_service.py][117]    │[tick_service.py][118]    │                   │                
──────────────────────────┼──────────────────────────┼────────… (84 chars truncated)
… (154 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/fdbd13e5/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat

# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat

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### parent directory             
                                 
[                                
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]               │]               │                   │                
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[14]: https://docs.github.com
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[16]: https://github.blog/changelog
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[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
[45]: https://support.github.com
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[55]: https://archiveprogram.githu… (5 chars truncated)
… (63 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/24c94f85/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/eldrow/tree/main/src

# Web Content from https://github.com/andreaslordos/eldrow/tree/main/src

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### parent directory           
                               
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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Ftree%2Fmain%2Fsrc
[3]: https://github.com/features/copilot
[4]: https://github.com/features/ai/github-app
[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
[8]: https://github.com/features/issues
[9]: https://github.com/features/code-review
[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
[45]: https://support.github.com
[46]: https://github.com/orgs/community/discussions
[47]: https://github.com/trust-center
[48]: https://github.com/partners
[49]: https://github.com/resources
[50]: https://github.com/sponsors
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[56]: https://github.com/topics
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[58]: https://github.com/collections
[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
[61]: https://github.com/features/copilot/copilot-business
[62]: https://github.com/premium-support
[63]: https://github.com/pricing
[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Ftree%2Fmain%2Fsrc
[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3
E%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=andreaslordos%2Feldrow
[68]: 
[69]: 
[70]: 
[71]: /andreaslordos
[72]: /andreaslordos/eldrow
[73]: /login?return_to=%2Fandreaslordos%2Feldrow
[74]: /login?return_to=%2Fandreaslordos%2Feldrow
[75]: /login?return_to=%2Fandreaslordos%2Feldrow
[76]: /andreaslordos/eld… (3 chars truncated)
… (31 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/bf10aa51/content.txt
</truncation_notice>

Devin
Thinking
Now let me look at specific source files to understand what each project actually does. Let me fetch some key files from each repository.
webfetch(url: https://github.com/andreaslordos/polaris…)
```
{
  "url": "https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/app/page.tsx"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms/blob/main/backend/socket_server.py"
}
```
webfetch(url: https://github.com/andreaslordos/splat/b…)
```
{
  "url": "https://github.com/andreaslordos/splat/blob/main/src/splat/core/__init__.py"
}
```
webfetch(url: https://github.com/andreaslordos/eldrow/…)
```
{
  "url": "https://github.com/andreaslordos/eldrow/blob/main/src/app/page.tsx"
}
```
In 9,072Out 147Cache 35,328TTFT 1,427mstool_calls

Output# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/app/page.tsx

# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/app/page.tsx

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    * [DevOps][25]
    * [CI/CD][26]
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    * [Healthcare][28]
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      Enterprise platformAI-powered developer platform
      ][59]
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      ][60]
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      ][62]
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## FilesExpand file tree

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/

# page.tsx

Copy path
BlameMore file actions
BlameMore file actions

## Latest commit

## History

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[][95]History
9 lines (8 loc) · 179 Bytes
 main

## Breadcrumbs
1. [polaris][96]
2. /[polaris-app][97]
3. /[src][98]
4. /[app][99]

/

# page.tsx

Copy path
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## File metadata and controls
* Code
* Blame

9 lines (8 loc) · 179 Bytes
[Raw][100]
Copy raw file
Download raw file
Open symbols panel
Edit and raw actions
1
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8
9
import MapWrapper from '@/components/MapWrapper';
export default function Home() {
return (
<main className="h-full flex flex-col">
<MapWrapper />
</main>
);
}

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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-app
%2Fsrc%2Fapp%2Fpage.tsx
[3]: https://github.com/features/copilot
[4]: https://github.com/features/ai/github-app
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[7]: https://github.com/features/codespaces
[8]: https://github.com/features/issues
[9]: https://github.com/features/code-review
[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
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[73]: /login?return_to=%2Fandreaslordos%2Fpolaris
[74]: /login?return_to=%2Fandreaslordos%2Fpolaris
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[76]: /andreaslordos/polaris
[77]: /andreaslordos/polaris/issues
[78]: /andreaslordos/polaris/pulls
[79]: /andreaslordos/polaris/actions
[80]: /andreaslordos/polaris/projects
[81]: /andreaslordos/polaris/security
[82]: /andreaslordos/polaris/pulse
[83]: /andreaslordos/polaris
[84]: /andreaslordos/polaris/issues
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[90]: /andreaslordos/polaris/tree/main
[91]: /andreaslordos/polaris/tree/main/polaris-app
[92]: /andreaslordos/polaris/tree/main/polaris-app/src
[93]: /andreaslordos/polaris/tree/main/polaris-app/src/app
[94]: /andreaslordos/polaris/commits/main/polaris-app/src/app/page.tsx
[95]: /andreaslordos/polaris/commits/main/polaris-app/src/app/page.tsx
[96]: /andreaslordos/polaris/tree/main
[97]: /andreaslordos/polaris/tree/main/polaris-app
[98]: /andreaslordos/polaris/tree/main/polaris-app/src
[99]: /andreaslordos/polaris/tree/main/polaris-app/src/app
[100]: https://github.com/andreaslordos/polaris/raw/refs/heads/main/polaris-app/src/app/page.tsx
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[106]: https://docs.github.c… (3 chars truncated)
… (1 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/7c451c71/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/forgotten-realms/blob/main/backend/socket_server

# Web Content from https://github.com/andreaslordos/forgotten-realms/blob/main/backend/socket_server.py

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#!/usr/bin/env python3
import asyncio
import logging
import os
import ssl
import sys
from typing import Any, List
import socketio
import utils
from aiohttp import web
from admin.routes import register_admin_routes
from event_handlers import register_handlers
from globals import online_sessions
from managers.auth import AuthManager
from services.error_reporter import install_log_buffer
from managers.game_state import GameState
from managers.mob_definitions import get_mob_definitions
from managers.mob_manager import MobManager
from managers.player import PlayerManager
from managers.world import generate_world
from services.notifications import set_context
from tick_service import start_background_tick
# Configure logging
logging.basicConfig(
level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
)
logger = logging.getLogger(__name__)
# Install log buffer for error reporting (captures last 200 lines)
install_log_buffer(capacity=200)
# Determine if we're in test mode (skip SSL) using a -test flag
TEST_MODE = "-test" in sys.argv
# Setup Socket.IO server and the web app.
logger.info("Initializing Socket.IO server and web app.")
sio = socketio.AsyncServer(
async_mode="aiohttp",
cors_allowed_origins="*",
ping_timeout=180,
ping_interval=60,
reconnection=False,
logger=True,
engineio_logger=True,
)
app = web.Application()
sio.attach(app)
# Initialize managers and game state.
logger.info("Initializing game managers and state...")
auth_manager = AuthManager()
player_manager = PlayerManager(
auth_manager=auth_manager
) # Uses SPAWN_ROOM from globals
mob_manager = MobManager()
# Load mob definitions
mob_definitions = get_mob_definitions()
mob_manager.load_mob_definitions(mob_definitions)
logger.info(f"Loaded {len(mob_definitions)} mob definitions.")
game_state = GameState()
if not game_state.rooms:
logger.info("No game rooms found. Generating world...")
new_rooms = generate_world(mob_manager=mob_manager)
for room in new_rooms.values():
game_state.add_room(room)
# game_state.save_rooms()
logger.info("World generated.")
else:
logger.info("Game rooms loaded from existing state.")
# Set context for notifications.
set_context(online_sessions, lambda sid, msg: utils.send_message(sio, sid, msg))
logger.info("Notification context set successfully.")
# Attach mob_manager to utils for global access
utils.mob_manager = mob_manager # type: ignore[attr-defined]
logger.info("Mob manager attached to utils.")
# Register Socket.IO event handlers.
logger.info("Registering Socket.IO event handlers...")
register_handlers(sio, auth_manager, player_manager, game_state, online_sessions, utils)
logger.info("Socket.IO event handlers registered.")
# Determine the port.
port = int(os.environ.get("PORT", 8080))
logger.info(f"Configured to run on port: {port}")
# Setup SSL only if not in test mode.
ssl_context = None
if not TEST_MODE:
try:
ssl_context = ssl.create_default_context(ssl.Purpose.CLIENT_AUTH)
ssl_context.load_cert_chain(
certfile="/etc/letsencrypt/live/api.realms.lordos.tech/fullchain.pem",
keyfile="/etc/letsencrypt/live/api.realms.lordos.tech/privkey.pem",
)
logger.info("🔒 Running with SSL enabled (Production Mode)")
except Exception as e:
logger.error(f"Failed to set up SSL: {e}")
sys.exit(1)
else:
logger.info("🛠 Running without SSL (Test Mode)")
async def main() -> None:
try:
runner = web.AppRunner(app)
await runner.setup()
site = web.TCPSite(runner, "0.0.0.0", port, ssl_context=ssl_context)
logger.info(
f"Server starting at {'https' if ssl_context else 'http'}://0.0.0.0:{port}"
)
await site.start()
# Start background tick in a separate task.
asyncio.create_task(
start_background_tick(
sio, online_sessions, player_manager, game_state, utils
)
)
logger.info("Background tick service started.")
# Keep the server running.
while True:
await asyncio.sleep(3600)
except Exception:
logger.exception("An error occurred in the main loop:")
finally:
await runner.cleanup()
logger.info("Server runner cleanup complete.")
async def handle_root(request: Any) -> web.Response:
logger.info("Received request on root endpoint.")
return web.Response(
text="Socket.IO server is running" + (" over HTTPS." if ssl_context else ".")
)
app.router.add_get("/", handle_root)
def get_admin_publish_checks() -> List[str]:
"""Read publish checks from env, falling back to focused admin tests."""
configured = os.environ.get("ADMIN_PUBLISH_CHECKS", "").strip()
if configured:
return [check.strip() for check in configured.split(";;") if check.strip()]
return [
"PYTHONPATH=backend python3 -m unittest "
"backend.admin.tests.test_world_builder backend.admin.tests.test_routes -v"
]
register_admin_routes(
app=app,
game_state=game_state,
mob_manager=mob_manager,
online_sessions=online_sessions,
world_factory=generate_world,
publish_checks=get_admin_publish_checks(),
)
if __name__ == "__main__":
try:
asyncio.run(main())
except KeyboardInt… (7 chars truncated)
… (128 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/45ab2ff6/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/core/__init__.py

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[50]: https://github.com/sponsors
[51]: https://securitylab.github.com
[52]: https://maintainers.github.com
[53]: https://github.com/accelerator
[54]: https://stars.github.com
[55]: https://archiveprogram.github.com
[56]: https://github.com/topics
[57]: https://github.com/trending
[58]: https://github.com/collections
[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
[61]: https://github.com/features/copilot/copilot-business
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E%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat
[68]: 
[69]: 
[70]: 
[71]: /andreaslordos
[72]: /andreaslordos/splat
[73]: /login?return_to=%2Fandreaslordos%2Fsplat
[74]: /login?return_to=%2Fandreaslordos%2Fsplat
[75]: /login?return_to=%2Fandreaslordos%2Fsplat
[76]: /andreaslordos/splat
[77]: /andreaslordos/splat/issues
[78]: /andreaslordos/splat/pulls
[79]: /andreaslordos/splat/actions
[80]: /andreaslordos/splat/projects
[81]: /andreaslordos/splat/security
[82]: /andreaslordos/splat/pulse
[83]: /andreaslordos/splat
[84]: /andreaslordos/splat/issues
[85]: /andreaslordos/splat/pulls
[86]: /andreaslordos/splat/actions
[87]: /andreaslordos/splat/projects
[88]: /andreaslordos/splat/security
[89]: /andreaslordos/splat/pulse
[90]: /andreaslordos/splat/tree/main
[91]: /andreaslordos/splat/tree/main/src
[92]: /andreaslordos/splat/tree/main/src/splat
[93]: /andreaslordos/splat/tree/main/src/splat/core
[94]: /andreaslordos/splat/commits/main/src/splat/core/__init__.py
[95]: /andreaslordos/splat/commits/main/src/splat/core/__init__.py
[96]: /andreaslordos/splat/tree/main
[97]: /andreaslordos/splat/tree/main/src
[98]: /andreaslordos/splat/tree/main/src/splat
[99]: /andreaslordos/splat/tree/main/src/splat/core
[100]: https://github.com/andreaslordos/splat/raw/refs/heads/main/src/splat/core/__init__.py
[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service
[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
[103]: https://github.com/security
[104]: https://www.githubstatus.com/
[105]: https://github.community/
[106]: https://docs.github.com/
[107]: https://support.github.com?tags=dotcom-footer

Output# Web Content from https://github.com/andreaslordos/eldrow/blob/main/src/app/page.tsx

# Web Content from https://github.com/andreaslordos/eldrow/blob/main/src/app/page.tsx

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'use client';
import { useState, useCallback, useEffect } from 'react';
import Grid from '@/components/Grid';
import OptionsPanel from '@/components/OptionsPanel';
import Results from '@/components/Results';
import HowItWorksModal from '@/components/HowItWorksModal';
import { GridState, TileState, ProgressMode, Chain, RowSpec } from '@/lib/types';
import { WordleReverser, encodeTrits } from '@/lib/wordleLogic';
// Import word lists
import answersData from '../../public/answers.json';
import validWordsData from '../../public/validWords.json';
// Initialize empty grid
const createEmptyGrid = (): GridState => {
return Array(6)
.fill(null)
.map(() =>
Array(5)
.fill(null)
.map((): TileState => ({ letter: '', color: 0 }))
);
};
export default function Home() {
// Grid state
const [grid, setGrid] = useState<GridState>(createEmptyGrid);
const [selectedRow, setSelectedRow] = useState(0);
const [selectedCol, setSelectedCol] = useState(0);
// Options state
const [answer, setAnswer] = useState('');
const [progressMode, setProgressMode] = useState<ProgressMode>('strict');
const [weirdFallback, setWeirdFallback] = useState(true);
// Results state
const [chains, setChains] = useState<Chain[]>([]);
const [isCalculating, setIsCalculating] = useState(false);
const [hasCalculated, setHasCalculated] = useState(false);
const [validationError, setValidationError] = useState<string | null>(null);
// Modal state
const [showHowItWorks, setShowHowItWorks] = useState(false);
// WordleReverser instance
const [reverser, setReverser] = useState<WordleReverser | null>(null);
// Initialize reverser on mount
useEffect(() => {
const rev = new WordleReverser(
answersData as string[],
answersData as string[],
validWordsData as string[]
);
setReverser(rev);
}, []);
const handleSelectionChange = useCallback((row: number, col: number) => {
setSelectedRow(row);
setSelectedCol(col);
}, []);
// Validate grid against progress mode rules
const validateProgressMode = useCallback((lastRow: number): string | null => {
if (progressMode === 'none') return null;
// For hard/strict mode: if a position is green in row N, it must be green in subsequent rows
// Hard: only check against immediate previous row
// Strict: check against all previous rows
for (let rowIdx = 1; rowIdx <= lastRow; rowIdx++) {
const checkFromRow = progressMode === 'hard' ? rowIdx - 1 : 0;
for (let checkRow = checkFromRow; checkRow < rowIdx; checkRow++) {
for (let col = 0; col < 5; col++) {
// If previous row has green at this position
if (grid[checkRow][col].color === 2) {
// Current row must also have green at this position
if (grid[rowIdx][col].color !== 2) {
const modeName = progressMode === 'hard' ? 'Hard' : 'Strict';
return `${modeName} mode violation: Row ${rowIdx + 1} must have green in position ${col + 1} (locked
from Row ${checkRow + 1})`;
}
}
}
}
}
return null;
}, [grid, progressMode]);
const handleCalculate = useCallback(() => {
if (!reverser || answer.length !== 5) return;
setValidationError(null);
setIsCalculating(true);
setHasCalculated(true);
// Use setTimeout to allow UI to update before heavy computation
setTimeout(() => {
try {
// Convert grid to RowSpecs
// Check if any row is all green (successful guess = won the game)
let winningRow = -1;
for (let rowIdx = 0; rowIdx < 6; rowIdx++) {
if (grid[rowIdx].every(tile => tile.color === 2)) {
winningRow = rowIdx;
break;
}
}
// If there's a winning row, process up to and including it
// If no winning row (user failed), process all 6 rows
let lastActiveRow: number;
if (winningRow !== -1) {
lastActiveRow = winningRow;
} else {
// No all-green row = user failed, need all 6 guesses
// But only if they've set up at least one row
let hasAnyColor = false;
for (let rowIdx = 0; rowIdx < 6; rowIdx++) {
if (grid[rowIdx].some(tile => tile.color !== 0)) {
hasAnyColor = true;
break;
}
}
lastActiveRow = hasAnyColor ? 5 : -1;
}
// Validate progress mode before calculating
const error = validateProgressMode(lastActiveRow);
if (error) {
setValidationError(error);
setChains([]);
setIsCalculating(false);
return;
}
const rows: RowSpec[] = [];
// Process all rows from 0 to lastActiveRow (inclusive)
for (let rowIdx = 0; rowIdx <= lastActiveRow; rowIdx++) {
const row = grid[rowIdx];
// Build pattern code from colors
const trits = row.map(tile => tile.color);
const patternCode = encodeTrits(trits);
// Build guess string (letters with '*' for empty)
const hasAnyLetter = row.some(tile => tile.letter !== '');
let guess: string | null = null;
if (hasAnyLetter) {
// If some letters are filled, create pattern with wildcards
guess = row.map(tile => tile.letter || '*').join('');
}
rows.pus… (26 chars truncated)
… (208 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/2ce10e50/content.txt
</truncation_notice>

Devin
Thinking
Let me look at more specific files to understand what each project does. Let me get some more details from each repository.
webfetch(url: https://github.com/andreaslordos/polaris…)
```
{
  "url": "https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/MapWrapper.tsx"
}
```
webfetch(url: https://github.com/andreaslordos/splat/b…)
```
{
  "url": "https://github.com/andreaslordos/splat/blob/main/src/splat/cli/__init__.py"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms/blob/main/backend/managers/world.py"
}
```
webfetch(url: https://github.com/andreaslordos/eldrow/…)
```
{
  "url": "https://github.com/andreaslordos/eldrow/blob/main/src/lib/wordleLogic.ts"
}
```
In 12,101Out 150Cache 44,288TTFT 1,553mstool_calls

Output# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/Map

# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/MapWrapper.tsx

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      ][60]
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# MapWrapper.tsx

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# MapWrapper.tsx

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'use client';
import dynamic from 'next/dynamic';
const HarvardMap = dynamic(() => import('./HarvardMap'), {
ssr: false,
loading: () => (
<div className="h-screen w-full flex items-center justify-center bg-gray-50">
<div className="text-lg text-gray-600">Loading map...</div>
</div>
),
});
export default function MapWrapper() {
return (
<div className="flex flex-col h-full min-h-0 w-full">
<div className="flex-1 min-h-0">
<HarvardMap />
</div>
<a
href="sms:+18574458893?body=Hi%20Andreas%2C%20this%20is%20about%20Polaris. "
className="text-xs transition-colors px-4 py-1 text-center block bg-black text-white"
style={{ lineHeight: '2rem' }}
>
feedback
</a>
</div>
);
}

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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-app
%2Fsrc%2Fcomponents%2FMapWrapper.tsx
[3]: https://github.com/features/copilot
[4]: https://github.com/features/ai/github-app
[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
[8]: https://github.com/features/issues
[9]: https://github.com/features/code-review
[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
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[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
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[95]: /an… (74 chars truncated)
… (13 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/479bfcd9/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/cli/__init__.py

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OutputHTTP request failed with status: 404
```
HTTP request failed with status: 404
```

Output# Web Content from https://github.com/andreaslordos/eldrow/blob/main/src/lib/wordleLogic.ts

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import { RowSpec, Chain, ProgressMode } from './types';
// Pattern encoding utilities
export function encodeTrits(trits: number[]): number {
let code = 0;
let mul = 1;
for (const t of trits) {
code += t * mul;
mul *= 3;
}
return code;
}
export function decodeTrits(code: number): number[] {
const trits: number[] = [];
let c = code;
for (let i = 0; i < 5; i++) {
trits.push(c % 3);
c = Math.floor(c / 3);
}
return trits;
}
// Wordle scoring: compute pattern code for guess against answer
export function score(guess: string, answer: string): number {
const g = guess.toLowerCase();
const a = answer.toLowerCase();
const trits = [0, 0, 0, 0, 0];
const remain: Record<string, number> = {};
// Count letters in answer
for (const ch of a) {
remain[ch] = (remain[ch] || 0) + 1;
}
// First pass: mark greens
for (let i = 0; i < 5; i++) {
if (g[i] === a[i]) {
trits[i] = 2;
remain[g[i]]--;
}
}
// Second pass: mark yellows
for (let i = 0; i < 5; i++) {
if (trits[i] === 0 && (remain[g[i]] || 0) > 0) {
trits[i] = 1;
remain[g[i]]--;
}
}
return encodeTrits(trits);
}
// Check if word matches a partial pattern with '*' wildcards
function matchesPartialPattern(word: string, pattern: string): boolean {
if (word.length !== pattern.length) return false;
for (let i = 0; i < word.length; i++) {
if (pattern[i] !== '*' && word[i] !== pattern[i].toLowerCase()) {
return false;
}
}
return true;
}
// Constraint types for progress modes
interface Constraints {
fixedPositions: Map<number, string>;
forbiddenPositions: Map<string, Set<number>>;
requiredCounts: Map<string, number>;
}
function deriveConstraintsFromRows(
placedRows: Array<{ guess: string; code: number }>,
mode: ProgressMode
): Constraints {
const fixedPositions = new Map<number, string>();
const forbiddenPositions = new Map<string, Set<number>>();
const requiredCounts = new Map<string, number>();
if (mode !== 'hard' && mode !== 'strict') {
return { fixedPositions, forbiddenPositions, requiredCounts };
}
const rowsToUse = mode === 'hard' ? placedRows.slice(-1) : placedRows;
for (const { guess, code } of rowsToUse) {
const trits = decodeTrits(code);
const perRowCounts = new Map<string, number>();
for (let i = 0; i < 5; i++) {
const ch = guess[i];
if (trits[i] === 2) {
// Green: fixed position
fixedPositions.set(i, ch);
perRowCounts.set(ch, (perRowCounts.get(ch) || 0) + 1);
} else if (trits[i] === 1) {
// Yellow: forbidden at this position, but required somewhere
if (!forbiddenPositions.has(ch)) {
forbiddenPositions.set(ch, new Set());
}
forbiddenPositions.get(ch)!.add(i);
perRowCounts.set(ch, (perRowCounts.get(ch) || 0) + 1);
}
}
// Update required counts (max across considered rows)
for (const [ch, count] of perRowCounts) {
if (count > (requiredCounts.get(ch) || 0)) {
requiredCounts.set(ch, count);
}
}
}
return { fixedPositions, forbiddenPositions, requiredCounts };
}
function guessSatisfiesConstraints(
guess: string,
constraints: Constraints
): boolean {
const { fixedPositions, forbiddenPositions, requiredCounts } = constraints;
// Check fixed positions (greens)
for (const [i, ch] of fixedPositions) {
if (guess[i] !== ch) return false;
}
// Check forbidden positions (yellows can't be at same spot)
for (const [ch, bads] of forbiddenPositions) {
for (const i of bads) {
if (guess[i] === ch) return false;
}
}
// Check required letter counts
const freq = new Map<string, number>();
for (const ch of guess) {
freq.set(ch, (freq.get(ch) || 0) + 1);
}
for (const [ch, count] of requiredCounts) {
if ((freq.get(ch) || 0) < count) return false;
}
return true;
}
export class WordleReverser {
private guessWords: string[];
private answerWords: string[];
private weirdWords: string[];
private guessSet: Set<string>;
private answerSet: Set<string>;
private weirdSet: Set<string>;
constructor(
guessWords: string[],
answerWords: string[],
weirdWords: string[] = []
) {
this.guessWords = guessWords.filter(w => w.length === 5 && /^[a-z]+$/i.test(w)).map(w =>
w.toLowerCase());
this.answerWords = answerWords.filter(w => w.length === 5 && /^[a-z]+$/i.test(w)).map(w =>
w.toLowerCase());
this.guessSet = new Set(this.guessWords);
this.answerSet = new Set(this.an… (11 chars truncated)
… (293 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/cd15b9d9/content.txt
</truncation_notice>

Devin
Thinking
Let me look at a few more files to get a better understanding of each project, especially the HarvardMap component for Polaris and some middleware for Splat.
webfetch(url: https://github.com/andreaslordos/polaris…)
```
{
  "url": "https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/HarvardMap.tsx"
}
```
webfetch(url: https://github.com/andreaslordos/splat/b…)
```
{
  "url": "https://github.com/andreaslordos/splat/blob/main/src/splat/middleware/__init__.py"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms/blob/main/backend/services/ai_generator.py"
}
```
In 9,583Out 131Cache 56,320TTFT 1,717mstool_calls

Output# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/Har

# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/HarvardMap.tsx

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# HarvardMap.tsx

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# HarvardMap.tsx

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'use client';
import React, { useEffect, useRef, useState, useMemo } from 'react';
import { MapContainer, TileLayer, Marker, Popup, useMap, ZoomControl } from 'react-leaflet';
import L from 'leaflet';
import 'leaflet/dist/leaflet.css';
import ChatView from './ChatView';
import IntroModal from './IntroModal';
// Gamification Constants
const DISCOVERY_RADIUS = 150; // meters
const INTERACTION_RADIUS = 50; // meters
const MIN_OPACITY = 0.2;
const MAX_BLUR_PX = 8; // pixels
// Custom image marker icon
const createImageMarker = (
imageName: string,
isClicked: boolean = false,
markerId: string
) => {
return L.divIcon({
className: 'custom-marker',
html: `
<div data-marker-id="${markerId}" class="custom-marker-inner" style="
position: relative;
width: 40px;
height: 40px;
border-radius: 50%;
border: 3px solid white;
box-shadow: 0 2px 5px rgba(0,0,0,0.2);
overflow: hidden;
display: flex;
align-items: center;
justify-content: center;
/* No opacity or blur here! */
transition: opacity 0.3s ease, filter 0.3s ease;
">
<img
src="/images/thumbnails/${imageName}_thumb.png"
alt="${imageName}"
style="
width: 100%;
height: 100%;
object-fit: cover;
"
/>
${isClicked ? `<div style="
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
background: rgba(144,238,144,0.7);
border-radius: 50%;
"></div>` : ''}
</div>
`,
iconSize: [40, 40],
iconAnchor: [20, 20],
popupAnchor: [0, -25]
});
};
// Custom blue dot marker for user location
const createUserLocationMarker = () => {
return L.divIcon({
className: 'user-location-marker',
html: `
<div style="
width: 15px;
height: 15px;
background: #2196F3;
border-radius: 50%;
border: 3px solid white;
box-shadow: 0 2px 5px rgba(0,0,0,0.2);
"></div>
`,
iconSize: [20, 20],
iconAnchor: [10, 10],
});
};
// Harvard Yard coordinates
const HARVARD_YARD = {
lat: 42.373911,
lng: -71.117727,
};
// Harvard Square bounding box
const HARVARD_BOUNDS = L.latLngBounds(
[42.346177, -71.135884], // NW corner
[42.392885, -71.109761] // SE corner
);
// Custom tile layer with caching
const TILE_LAYER_URL = '/map-tiles/{z}/{x}/{y}.png';
// Handler to add cache-control headers
const tileLayerOptions = {
maxZoom: 19,
minZoom: 14,
tileSize: 256,
zoomOffset: 0,
crossOrigin: true,
bounds: HARVARD_BOUNDS,
attributionControl: false,
detectRetina: true,
updateWhenIdle: true,
updateWhenZooming: false,
keepBuffer: 4,
// Add loading priority
loadingPriority: 1,
// Add error handling
errorTileUrl: '/images/error-tile.png',
// Add loading indicator
loading: true,
};
// Sample landmarks in Harvard Yard
const LANDMARKS = [
{
name: 'Harvard Yard',
lat: 42.373911,
lng: -71.117727,
description: 'Welcome to Harvard Yard, the historic heart and oldest part of Harvard University!',
image: 'harvard_yard_overall'
},
{
name: 'Tercentenary Theatre',
lat: 42.374291,
lng: -71.116306,
description: 'The central grassy area in Harvard Yard',
image: 'tercentenary_theatre'
},
{
name: 'Johnston Gate',
lat: 42.374692,
lng: -71.11857,
description: 'The main entrance to Harvard Yard',
image: 'johnston_gate'
},
{
name: 'Massachusetts Hall',
… (567 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/75269c13/content.txt
</truncation_notice>

Output# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/middleware/__init__.py

# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/middleware/__init__.py

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"""Web framework middleware for Splat."""

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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%2
Fmiddleware%2F__init__.py
[3]: https://github.com/features/copilot
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[5]: https://github.com/mcp
[6]: https://github.com/features/actions
[7]: https://github.com/features/codespaces
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[10]: https://github.com/security/advanced-security
[11]: https://github.com/security/advanced-security/code-security
[12]: https://github.com/security/advanced-security/secret-protection
[13]: https://github.com/why-github
[14]: https://docs.github.com
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[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
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[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
[45]: https://support.github.com
[46]: https://github.com/orgs/community/discussions
[47]: https://github.com/trust-center
[48]: https://github.com/partners
[49]: https://github.com/resources
[50]: https://github.com/sponsors
[51]: https://securitylab.github.com
[52]: https://maintainers.github.com
[53]: https://github.com/accelerator
[54]: https://stars.github.com
[55]: https://archiveprogram.github.com
[56]: https://github.com/topics
[57]: https://github.com/trending
[58]: https://github.com/collections
[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
[61]: https://github.com/features/copilot/copilot-business
[62]: https://github.com/premium-support
[63]: https://github.com/pricing
[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
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[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%
2Fmiddleware%2F__init__.py
[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3
E%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat
[68]: 
[69]: 
[70]: 
[71]: /andreaslordos
[72]: /andreaslordos/splat
[73]: /login?return_to=%2Fandreaslordos%2Fsplat
[74]: /login?return_to=%2Fandreaslordos%2Fsplat
[75]: /login?return_to=%2Fandreaslordos%2Fsplat
[76]: /andreaslordos/splat
[77]: /andreaslordos/splat/issues
[78]: /andreaslordos/splat/pulls
[79]: /andreaslordos/splat/actions
[80]: /andreaslordos/splat/projects
[81]: /andreaslordos/splat/security
[82]: /andreaslordos/splat/pulse
[83]: /andreaslordos/splat
[84]: /andreaslordos/splat/issues
[85]: /andreaslordos/splat/pulls
[86]: /andreaslordos/splat/actions
[87]: /andreaslordos/splat/projects
[88]: /andreaslordos/splat/security
[89]: /andreaslordos/splat/pulse
[90]: /andreaslordos/splat/tree/main
[91]: /andreaslordos/splat/tree/main/src
[92]: /andreaslordos/splat/tree/main/src/splat
[93]: /andreaslordos/splat/tree/main/src/splat/middleware
[94]: /andreaslordos/splat/commits/main/src/splat/middleware/__init__.py
[95]: /andreaslordos/splat/commits/main/src/splat/middleware/__init__.py
[96]: /andreaslordos/splat/tree/main
[97]: /andreaslordos/splat/tree/main/src
[98]: /andreaslordos/splat/tree/main/src/splat
[99]: /andreaslordos/splat/tree/main/src/splat/middleware
[100]: https://github.com/andreaslordos/splat/raw/refs/heads/main/src/splat/middleware/__init__.py
[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service
[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
[103]: https://github.com/security
[104]: https://www.githubstatus.com/
[105]: https://github.community/
[106]: https://docs.github.com/
[107]: https://support.github.com?tags=dotcom-footer

OutputHTTP request failed with status: 404
```
HTTP request failed with status: 404
```
Devin
Thinking
Let me look at one more file for Splat to understand the middleware implementation better, and maybe look at a specific middleware file.
None
webfetch(url: https://github.com/andreaslordos/splat/t…)
```
{
  "url": "https://github.com/andreaslordos/splat/tree/main/src/splat/middleware"
}
```
webfetch(url: https://github.com/andreaslordos/forgott…)
```
{
  "url": "https://github.com/andreaslordos/forgotten-realms/blob/main/backend/CLAUDE.md"
}
```
In 7,055Out 87Cache 65,792TTFT 1,621mstool_calls

Output# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat/middleware

# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat/middleware

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────────────────┬────────────────┬───────────────────┬────────────────
Name            │Name            │Last commit message│Last commit date
────────────────┴────────────────┴───────────────────┴────────────────
### parent directory             
                                 
[                                
..                               
][98]                            
────────────────┬────────────────┬───────────────────┬────────────────
[__init__.py][99│[__init__.py][10│                   │                
]               │0]              │                   │                
────────────────┼────────────────┼───────────────────┼────────────────
[django.py][101]│[django.py][102]│                   │                
────────────────┼────────────────┼───────────────────┼────────────────
[fastapi.py][103│[fastapi.py][104│                   │                
]               │]               │                   │                
────────────────┼────────────────┼───────────────────┼────────────────
[flask.py][105] │[flask.py][106] │                   │                
────────────────┴────────────────┴───────────────────┴────────────────
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[1]: #start-of-content
[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Ftree%2Fmain%2Fsrc%2Fsplat%2
Fmiddleware
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[11]: https://github.com/security/advanced-security/code-security
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[13]: https://github.com/why-github
[14]: https://docs.github.com
[15]: https://github.blog
[16]: https://github.blog/changelog
[17]: https://github.com/marketplace
[18]: https://github.com/features
[19]: https://github.com/enterprise
[20]: https://github.com/team
[21]: https://github.com/enterprise/startups
[22]: https://github.com/solutions/industry/nonprofits
[23]: https://github.com/solutions/use-case/app-modernization
[24]: https://github.com/solutions/use-case/devsecops
[25]: https://github.com/solutions/use-case/devops
[26]: https://github.com/solutions/use-case/ci-cd
[27]: https://github.com/solutions/use-case
[28]: https://github.com/solutions/industry/healthcare
[29]: https://github.com/solutions/industry/financial-services
[30]: https://github.com/solutions/industry/manufacturing
[31]: https://github.com/solutions/industry/government
[32]: https://github.com/solutions/industry
[33]: https://github.com/solutions
[34]: https://github.com/resources/articles?topic=ai
[35]: https://github.com/resources/articles?topic=software-development
[36]: https://github.com/resources/articles?topic=devops
[37]: https://github.com/resources/articles?topic=security
[38]: https://github.com/resources/articles
[39]: https://github.com/customer-stories
[40]: https://github.com/resources/events
[41]: https://github.com/resources/whitepapers
[42]: https://github.com/solutions/executive-insights
[43]: https://skills.github.com
[44]: https://docs.github.com
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[46]: https://github.com/orgs/community/discussions
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[56]: https://github.com/topics
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[59]: https://github.com/enterprise
[60]: https://github.com/security/advanced-security
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[62]: https://github.com/premium-support
[63]: https://github.com/pricing
[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt
ax
[65]: https://docs.github.com/search-github/github-code-search/understanding-gi… (21 chars truncated)
… (51 lines truncated)
<truncation_notice>
Full output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/46c87a1b/content.txt
</truncation_notice>

OutputHTTP request failed with status: 404
```
HTTP request failed with status: 404
```
Devin
Thinking
Now I have a much better understanding of these projects from reading the actual code. Let me provide a detailed summary of each.
Now I have a much better understanding after reading the actual source code. Here are detailed summaries:

Polaris - Harvard Campus Guide

A location-based campus guide application specifically for Harvard Yard. Built with Next.js, TypeScript, and React-Leaflet:

Core functionality: Interactive map of Harvard Yard with custom markers for landmarks (Tercentenary Theatre, Johnston Gate, Massachusetts Hall, etc.)

Features:

Custom image markers with thumbnail previews

Location-based discovery mechanics (150m discovery radius, 50m interaction radius)

Gamification with blur/opacity effects based on proximity

User location tracking with blue dot marker

ChatView and IntroModal components

Custom tile layer with caching for offline map tiles

Tech stack: Next.js, TypeScript, Leaflet maps, Tailwind CSS

Deployed at: polaris.lordos.tech

Forgotten Realms - AI-Powered MUD (Multi-User Dungeon)

A sophisticated text-based MMORPG that generates content dynamically using AI:

Architecture: Python backend with Socket.IO for real-time communication, React frontend

Key components:

socket_server.py: Main server with SSL support, admin routes, background tick service

World generation system with AI-generated rooms, NPCs, items, and puzzles

Player management with authentication, character creation, and inventory

Mob (monster) system with definitions and AI behavior

Weekly world resets with persistent village state

Development rigor: 80% test coverage requirements, pre-commit hooks (Black, Ruff, mypy), comprehensive test suite

Features: PvP combat, exploration, puzzle-solving with treasure rewards, internally consistent AI-generated content

Splat - Automated Bug Fixing Tool

A Python package that automatically catches web app crashes and creates GitHub issues that trigger AI-powered fix PRs:

Core workflow:

Middleware catches runtime exceptions in Flask/FastAPI/Django apps

Automatically creates GitHub issues with error details and tracebacks

GitHub Action triggers Claude Code to analyze and generate fix PRs

Structure:

cli/: Command-line interface (splat init wizard)

middleware/: Framework-specific middleware (Flask, FastAPI, Django)

core/: Core functionality

templates/: GitHub Action templates

Value proposition: "Set it up once, and bugs fix themselves" - automated crash-to-fix pipeline

Available on PyPI: py-splat

Eldrow - Wordle Reverse Solver

A Wordle analysis tool that works backwards from game results:

Core functionality: Given Wordle game results (colored tiles), determines possible answer words and optimal guess chains

Features:

Interactive 6x5 grid to input Wordle game states

Progress mode validation (none/hard/strict modes matching Wordle's difficulty settings)

Chain calculation showing optimal guess sequences

Pattern encoding using ternary (trit) system for Wordle's 3-color feedback

Support for partial patterns with wildcards

Algorithm: WordleReverser class with constraint satisfaction, frequency analysis, and chain optimization

Tech stack: Next.js, TypeScript, client-side word processing with answer/valid word lists

All four projects demonstrate sophisticated software engineering with modern tech stacks, testing practices, and creative applications of AI/location technologies.
In 2,573Out 770Cache 72,832TTFT 2,304ms

Summaries of Andreas Lordos Projects

Polaris

Forgotten Realms

Splat

Eldrow

Polaris - Harvard Campus Guide

Forgotten Realms - AI-Powered MUD (Multi-User Dungeon)

Splat - Automated Bug Fixing Tool

Eldrow - Wordle Reverse Solver