{"session":{"id":"guttural-napkin","working_directory":"/Users/root1/Downloads/projects/andreas","backend_type":"Windsurf","model":"swe-1-6-fast","agent_mode":"bypass","created_at":"2026-07-03T10:48:53+00:00","last_activity_at":"2026-07-03T10:53:08+00:00","title":"Summaries of Andreas Lordos Projects","main_chain_id":75,"shell_last_seen_index":0,"cogs_json":[{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/profile"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":[{"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://windsurf.com/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills/<name>/SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-for-terminal` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize 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.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- 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.\n- 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.\n- 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.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- 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.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n<example>\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [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]\nassistant: npm run dev\n</example>\n\n<example>\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n</example>\n\n<example>\nuser: can you write tests for this feature\nassistant: [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]\n</example>\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor 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.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen 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.\n\nCitation format:\n- `<ref_file file=\"/absolute/path/to/file\" />` - Reference an entire file\n- `<ref_snippet file=\"/absolute/path/to/file\" lines=\"start-end\" />` - Reference specific lines in a file\n\n<example>\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. <ref_snippet file=\"/home/ubuntu/repos/project/src/services/process.ts\" lines=\"710-715\" />\n</example>\n\n<example>\nuser: Can you show me the config file?\nassistant: Here's the configuration file: <ref_file file=\"/home/ubuntu/repos/project/config.json\" />\n</example>\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen 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.\n\n\n# Programming\n\nSince 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!\n\n## Existing Conventions\n\nWhen 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.\n- 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.\n- 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.\n- 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.\n- 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.\n- 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.\n\n## Code style\n\n- 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.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- 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)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n<bullet points>\n\n#### Test plan\n<checklist>\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou 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.\nThis 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.\n\nIt 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.\n\nExamples:\n\n<example>\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n</example>\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n<example>\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI'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...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n</example>\n\nUsers 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.\n\n\n## Completing Tasks\n\nThe 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:\n- Use the todo_write tool to plan the task if required\n- 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.\n- 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.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou 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.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: 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.\n\nIMPORTANT: 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.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf 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.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"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\"}]}\n\nIMPORTANT: 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.\n","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"normal"},"created_at":"2026-07-03T10:48:33.524644Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"51b58528-10d8-4514-944c-1223aebda0d4"}],"tool_availability":{"BlockList":[{"Name":{"exact":"exit_plan_mode"}}]},"append_system_messages":[]},{"model":"swe-1-6-fast","source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/model"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":{"AllowList":[{"Name":{"exact":"exec"}},{"Name":{"exact":"read"}},{"Name":{"exact":"edit"}},{"Name":{"exact":"grep"}},{"Name":{"exact":"glob"}},{"Name":{"exact":"exit_plan_mode"}},{"Name":{"literal":"get_output"}},{"Name":{"literal":"kill_shell"}},{"Name":{"literal":"write_to_process"}},{"Name":{"literal":"write"}},{"Name":{"literal":"notebook_read"}},{"Name":{"literal":"notebook_edit"}},{"Name":{"literal":"todo_write"}},{"Name":{"literal":"webfetch"}},{"Name":{"literal":"web_search"}},{"Name":{"literal":"ask_user_question"}},{"Name":{"literal":"run_subagent"}},{"Name":{"literal":"read_subagent"}},{"Name":{"literal":"request_scope"}},{"Name":{"literal":"mcp_call_tool"}},{"Name":{"literal":"mcp_list_servers"}},{"Name":{"literal":"mcp_list_tools"}},{"Name":{"literal":"mcp_read_resource"}},{"Name":{"literal":"skill"}}]},"append_system_messages":[{"role":"system","content":"You are powered by SWE-1.6 Fast.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-03T10:48:33.525015Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"11b31899-57b8-4a66-9b49-0bb552d68a5c"}]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/parallel-tool-calls"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"## Parallel tool calls\n\n- 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.\n- 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.\n- 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.\n- Never perform dependent terminal commands or writes in parallel.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-03T10:48:33.525028Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"cda9fe46-4bb1-4d0e-8bdd-ad9d543b825f"}]},{"model":null,"source":"Subagent","context":[],"lifetime":{"Unique":"core/read_only_kinds"},"permissions":[[{"Tool":{"Kind":"read"}},"Allow"],[{"Tool":{"Kind":"search"}},"Allow"],[{"Tool":{"Kind":"think"}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/subagent_profiles"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `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.\n- `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.","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"subagent_profiles"},"created_at":"2026-07-03T10:48:33.525038Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"0fc4e8b3-dcd2-400c-9c87-6e3157279dc9"}]},{"model":null,"source":"Managed","context":[],"lifetime":{"Unique":"workspace/config_protection"},"permissions":[[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/cli/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/Downloads/projects/andreas/.devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/Downloads/projects/andreas/.cognition/**/config*.json"}}},"ForceAsk"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"Base","context":[],"lifetime":{"Unique":"workspace/read_permissions"},"permissions":[[{"Scope":{"Read":{"glob":"/Users/root1/Downloads/projects/andreas"}}},"Allow"],[{"Scope":{"Read":{"glob":"/var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"UserOverride","context":[],"lifetime":{"Unique":"workspace/project_override_permissions"},"permissions":[[{"Scope":{"Command":{"matcher":{"Prefix":"brightness"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"osascript"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"pkill"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"yt-dlp"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"ls"}}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"workspace/context"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/accept_edits"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/bypass"},"permissions":[["AnyScope","Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/autonomous"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]}],"workspace_dirs":null,"hidden":false,"metadata":"{\"total_credit_cost\":0,\"total_acu_cost\":0.0}"},"message_count":47,"messages":[{"message_id":"51b58528-10d8-4514-944c-1223aebda0d4","node_id":18,"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://windsurf.com/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills/<name>/SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-for-terminal` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize 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.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- 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.\n- 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.\n- 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.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- 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.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n<example>\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [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]\nassistant: npm run dev\n</example>\n\n<example>\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n</example>\n\n<example>\nuser: can you write tests for this feature\nassistant: [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]\n</example>\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor 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.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen 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.\n\nCitation format:\n- `<ref_file file=\"/absolute/path/to/file\" />` - Reference an entire file\n- `<ref_snippet file=\"/absolute/path/to/file\" lines=\"start-end\" />` - Reference specific lines in a file\n\n<example>\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. <ref_snippet file=\"/home/ubuntu/repos/project/src/services/process.ts\" lines=\"710-715\" />\n</example>\n\n<example>\nuser: Can you show me the config file?\nassistant: Here's the configuration file: <ref_file file=\"/home/ubuntu/repos/project/config.json\" />\n</example>\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen 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.\n\n\n# Programming\n\nSince 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!\n\n## Existing Conventions\n\nWhen 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.\n- 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.\n- 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.\n- 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.\n- 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.\n- 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.\n\n## Code style\n\n- 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.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- 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)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n<bullet points>\n\n#### Test plan\n<checklist>\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou 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.\nThis 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.\n\nIt 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.\n\nExamples:\n\n<example>\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n</example>\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n<example>\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI'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...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n</example>\n\nUsers 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.\n\n\n## Completing Tasks\n\nThe 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:\n- Use the todo_write tool to plan the task if required\n- 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.\n- 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.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou 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.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: 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.\n\nIMPORTANT: 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.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf 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.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"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\"}]}\n\nIMPORTANT: 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.\n","created_at":"2026-07-03T10:48:33.524644Z","finish_reason":null,"metrics":null},{"message_id":"0fc4e8b3-dcd2-400c-9c87-6e3157279dc9","node_id":19,"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `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.\n- `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.","created_at":"2026-07-03T10:48:33.525038Z","finish_reason":null,"metrics":null},{"message_id":"cda9fe46-4bb1-4d0e-8bdd-ad9d543b825f","node_id":20,"role":"system","content":"## Parallel tool calls\n\n- 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.\n- 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.\n- 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.\n- Never perform dependent terminal commands or writes in parallel.","created_at":"2026-07-03T10:48:33.525028Z","finish_reason":null,"metrics":null},{"message_id":"11b31899-57b8-4a66-9b49-0bb552d68a5c","node_id":21,"role":"system","content":"You are powered by SWE-1.6 Fast.","created_at":"2026-07-03T10:48:33.525015Z","finish_reason":null,"metrics":null},{"message_id":"3d1bcf69-636c-473f-af9a-68c574aab3a4","node_id":22,"role":"system","content":"<system_info>\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n  /Users/root1/Downloads/projects/andreas (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Friday, 2026-07-03\n\n</system_info>","created_at":"2026-07-03T10:48:32.743666Z","finish_reason":null,"metrics":null},{"message_id":"854c9800-6fab-450f-95bf-df627988d0b3","node_id":23,"role":"system","content":"<rules type=\"always-on\">\n<rule name=\"global_rules\" path=\"/Users/root1/.codeium/windsurf/memories/global_rules.md\">\n\n</rule>\n</rules>","created_at":"2026-07-03T10:48:33.525592Z","finish_reason":null,"metrics":null},{"message_id":"fafd1261-cfc8-45ff-87a2-98144bd0100a","node_id":24,"role":"user","content":"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","created_at":"2026-07-03T10:48:53.988965Z","finish_reason":null,"metrics":null},{"message_id":"55825f23-680c-42a7-8480-e20391b06164","node_id":25,"role":"system","content":"<available_skills>\nThe 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.\n\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **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)\n- **declarative-repo-setup**: Generate and verify a working environment.yaml (Devin snapshot-setup blueprint) for a repo (source: builtin:drs)\n</available_skills>","created_at":"2026-07-03T10:48:53.991406Z","finish_reason":null,"metrics":null},{"message_id":"4daf034c-e202-4d33-a09d-65aa1544a696","node_id":27,"role":"assistant","content":"I'll fetch information about each repository to provide you with summaries.","tool_calls":[{"id":"8cdcd9fa7","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris"}},{"id":"9cd7d2065","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms"}},{"id":"a0cd4768d","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat"}},{"id":"32d45cb39","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/eldrow"}}],"thinking":"The user wants me to summarize four GitHub repositories:\n1. https://github.com/andreaslordos/polaris\n2. https://github.com/andreaslordos/forgotten-realms\n3. https://github.com/andreaslordos/splat\n4. https://github.com/andreaslordos/eldrow\n\nI 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.\n\nLet me fetch all four repositories in parallel since they're independent requests.","created_at":"2026-07-03T10:48:55.111302Z","finish_reason":"tool_calls","metrics":{"ttft_ms":803,"total_time_ms":983,"input_tokens":2825,"output_tokens":220,"cache_read_tokens":12160,"cache_creation_tokens":null,"tpot_ms":0.8181818181818182,"tokens_per_sec":1222.2222222222224}},{"message_id":"96aa319d-c039-4808-9cdb-c352e70e454f","node_id":28,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n# andreaslordos/polaris\n\nmain\n[Branches][90][Tags][91]\nGo to file\nCode\nOpen more actions menu\n\n## Folders and files\n\n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\nName                        │Name                        │Last commit message│Last commit date\n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\n## Latest commit                                         \n                                                         \n## History                                               \n                                                         \n[54 Commits][92]                                         \n[][93]54 Commits                                         \n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\n[polaris-app][94]           │[polaris-app][95]           │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[tools][96]                 │[tools][97]                 │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.gitignore][98]            │[.gitignore][99]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[README.md][100]            │[README.md][101]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[ideas_for_lead_gen.md][102]│[ideas_for_lead_gen.md][103]│                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[process_images.py][104]    │[process_images.py][105]    │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[roadmap.md][106]           │[roadmap.md][107]           │                   │                \n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\nView all files                                           \n─────────────────────────────────────────────────────────\n\n## Repository files navigation\n* [README][108]\n\nMore items\n\n# Polaris\n\nPolaris knows everything about what you're looking at.\n\n## About\n\nsee everything\n\n[polaris.lordos.tech][109]\n\n### Resources\n\n[ Readme ][110]\n\n### Uh oh!\n\n\nThere was an error while loading. [Please reload this page][111].\n\n[ Activity][112]\n\n### Stars\n\n[ **0** stars][113]\n\n### Watchers\n\n[ **1** watching][114]\n\n### Forks\n\n[ **0** forks][115]\n[ Report repository ][116]\n\n## [Releases][117]\n\nNo releases published\n\n## [Packages 0][118]\n\n### Uh oh!\n\n\nThere was an error while loading. [Please reload this page][119].\n\n## [Contributors][120]\n\n### Uh oh!\n\n\nThere was an error while loading. [Please reload this page][121].\n\n## Languages\n* [ TypeScript 81.5% ][122]\n* [ JavaScript 11.3% ][123]\n* [ Python 4.1% ][124]\n* [ CSS 3.1% ][125]\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][126]\n* [Privacy][127]\n* [Security][128]\n* [Status][129]\n* [Community][130]\n* [Docs][131]\n* [Contact][132]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]… (25 chars truncated)\n… (122 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/0fd818ba/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:56.283178Z","finish_reason":null,"metrics":null},{"message_id":"2958f325-03b0-4115-a5a3-90f2364d5010","node_id":29,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/forgotten-realms\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [forgotten-realms][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n# andreaslordos/forgotten-realms\n\nmain\n[Branches][90][Tags][91]\nGo to file\nCode\nOpen more actions menu\n\n## Folders and files\n\n─────────────────────────────┬─────────────────────────────┬───────────────────┬────────────────\nName                         │Name                         │Last commit message│Last commit date\n─────────────────────────────┴─────────────────────────────┴───────────────────┴────────────────\n## Latest commit                                           \n                                                           \n## History                                                 \n                                                           \n[191 Commits][92]                                          \n[][93]191 Commits                                          \n─────────────────────────────┬─────────────────────────────┬───────────────────┬────────────────\n[.github/workflows][94]      │[.github/workflows][95]      │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[backend][96]                │[backend][97]                │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[docs/superpowers][98]       │[docs/superpowers][99]       │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[frontend][100]              │[frontend][101]              │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[scripts][102]               │[scripts][103]               │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[.gitignore][104]            │[.gitignore][105]            │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[.pre-commit-config.yaml][106│[.pre-commit-config.yaml][107│                   │                \n]                            │]                            │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[AI_DEVELOPMENT_GUIDE.md][108│[AI_DEVELOPMENT_GUIDE.md][109│                   │                \n]                            │]                            │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[CLAUDE.md][110]             │[CLAUDE.md][111]             │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[README.md][112]             │[README.md][113]             │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[longer_spec.md][114]        │[longer_spec.md][115]        │                   │                \n─────────────────────────────┼─────────────────────────────┼───────────────────┼────────────────\n[roadmap.md][116]     … (82 chars truncated)\n… (315 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/c20bb7b0/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:56.283182Z","finish_reason":null,"metrics":null},{"message_id":"980cb789-d9e4-44aa-bbba-d21bb00d299f","node_id":30,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n# andreaslordos/splat\n\nmain\n[Branches][90][Tags][91]\nGo to file\nCode\nOpen more actions menu\n\n## Folders and files\n\n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\nName                        │Name                        │Last commit message│Last commit date\n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\n## Latest commit                                         \n                                                         \n## History                                               \n                                                         \n[79 Commits][92]                                         \n[][93]79 Commits                                         \n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\n[.github/workflows][94]     │[.github/workflows][95]     │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[docs][96]                  │[docs][97]                  │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[src/splat][98]             │[src/splat][99]             │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[tests][100]                │[tests][101]                │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.DS_Store][102]            │[.DS_Store][103]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.gitignore][104]           │[.gitignore][105]           │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.pre-commit-config.yaml][10│[.pre-commit-config.yaml][10│                   │                \n6]                          │7]                          │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.readthedocs.yaml][108]    │[.readthedocs.yaml][109]    │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[LICENSE][110]              │[LICENSE][111]              │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[README.md][112]            │[README.md][113]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[pyproject.toml][114]       │[pyproject.toml][115]       │                   │                \n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\nView all files                                           \n─────────────────────────────────────────────────────────\n\n## Repository files navigation\n* [README][116]\n* … (18 chars truncated)\n… (277 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/ba219f7f/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:56.283185Z","finish_reason":null,"metrics":null},{"message_id":"3af9cd6f-62ea-438c-904a-8f2508a1f347","node_id":31,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/eldrow\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [eldrow][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n# andreaslordos/eldrow\n\nmain\n[Branches][90][Tags][91]\nGo to file\nCode\nOpen more actions menu\n\n## Folders and files\n\n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\nName                        │Name                        │Last commit message│Last commit date\n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\n## Latest commit                                         \n                                                         \n## History                                               \n                                                         \n[11 Commits][92]                                         \n[][93]11 Commits                                         \n────────────────────────────┬────────────────────────────┬───────────────────┬────────────────\n[public][94]                │[public][95]                │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[src][96]                   │[src][97]                   │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[.gitignore][98]            │[.gitignore][99]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[README.md][100]            │[README.md][101]            │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[eslint.config.mjs][102]    │[eslint.config.mjs][103]    │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[next.config.ts][104]       │[next.config.ts][105]       │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[package-lock.json][106]    │[package-lock.json][107]    │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[package.json][108]         │[package.json][109]         │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[postcss.config.mjs][110]   │[postcss.config.mjs][111]   │                   │                \n────────────────────────────┼────────────────────────────┼───────────────────┼────────────────\n[tsconfig.json][112]        │[tsconfig.json][113]        │                   │                \n────────────────────────────┴────────────────────────────┴───────────────────┴────────────────\nView all files                                           \n─────────────────────────────────────────────────────────\n\n## Repository files navigation\n* [README][114]\n\nMore items\n\nThis is a [Next.js][115] project bootstrapped with [`create-next-app`][116].\n\n## Getting Started\n\nFirst, run the development server:\n\nnpm run dev\n# or\nyarn dev\n# or\npnpm dev\n# or\nbun dev\n\nOpen [http://localhost:3000][117] with your browser to see the result.\n\nYou can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the\nfile.\n\nThis project uses [`next/font`][118] to automatically optimize and load [Geist][119], a new font\nfamily for … (7 chars truncated)\n… (239 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/3ab82074/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:56.283188Z","finish_reason":null,"metrics":null},{"message_id":"b58d9f72-85fa-4791-b626-603e1b0d3a41","node_id":33,"role":"assistant","content":"Let me fetch the README files for each repository to get better summaries.","tool_calls":[{"id":"7b0a70dd7","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris/blob/main/README.md"}},{"id":"2b152e3ff","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/blob/main/README.md"}},{"id":"f60b57347","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/blob/main/README.md"}},{"id":"dedf5acdc","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/eldrow/blob/main/README.md"}}],"thinking":"The webfetch results gave me some basic information about the repositories, but they were truncated and didn't include the README content. Let me fetch the README files directly for each repository to get better information about what they do.","created_at":"2026-07-03T10:48:58.142830Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1587,"total_time_ms":1858,"input_tokens":7962,"output_tokens":165,"cache_read_tokens":14976,"cache_creation_tokens":null,"tpot_ms":1.6424242424242423,"tokens_per_sec":608.8560885608856}},{"message_id":"c42a9053-f73e-4d1e-b734-b6aa8800950e","node_id":34,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris/blob/main/README.md\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [polaris][90]\n\n/\n\n# README.md\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n3 lines (2 loc) · 66 Bytes\n main\n\n## Breadcrumbs\n1. [polaris][93]\n\n/\n\n# README.md\n\nCopy path\nTop\n\n## File metadata and controls\n* Preview\n* Code\n* Blame\n\n3 lines (2 loc) · 66 Bytes\n[Raw][94]\nCopy raw file\nDownload raw file\nEdit and raw actions\n\n# Polaris\n\nPolaris knows everything about what you're looking at.\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][95]\n* [Privacy][96]\n* [Security][97]\n* [Status][98]\n* [Community][99]\n* [Docs][100]\n* [Contact][101]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2FREADME.md\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: 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/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fpolaris\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/polaris\n[73]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[74]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[75]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[76]: /andreaslordos/polaris\n[77]: /andreaslordos/polaris/issues\n[78]: /andreaslordos/polaris/pulls\n[79]: /andreaslordos/polaris/actions\n[80]: /andreaslordos/polaris/projects\n[81]: /andreaslordos/polaris/security\n[82]: /andreaslordos/polaris/pulse\n[83]: /andreaslordos/polaris\n[84]: /andreaslordos/polaris/issues\n[85]: /andreaslordos/polaris/pulls\n[86]: /andreaslordos/polaris/actions\n[87]: /andreaslordos/polaris/projects\n[88]: /andreaslordos/polaris/security\n[89]: /andreaslordos/polaris/pulse\n[90]: /andreaslordos/polaris/tree/main\n[91]: /andreaslordos/polaris/commits/main/README.md\n[92]: /andreaslordos/polaris/commits/main/README.md\n[93]: /andreaslordos/polaris/tree/main\n[94]: https://github.com/andreaslordos/polaris/raw/refs/heads/main/README.md\n[95]: https://docs.github.com/site-policy/github-terms/github-terms-of-service\n[96]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\n[97]: https://github.com/security\n[98]: https://www.githubstatus.com/\n[99]: https://github.community/\n[100]: https://docs.github.com/\n[101]: https://support.github.com?tags=dotcom-footer\n","created_at":"2026-07-03T10:48:59.270935Z","finish_reason":null,"metrics":null},{"message_id":"a9a1470e-c50c-48f8-ad5f-c9e5cdc10f20","node_id":35,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/forgotten-realms/blob/main/README.md\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n  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available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [forgotten-realms][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [forgotten-realms][90]\n\n/\n\n# README.md\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n79 lines (59 loc) · 3.16 KB\n main\n\n## Breadcrumbs\n1. [forgotten-realms][93]\n\n/\n\n# README.md\n\nCopy path\nTop\n\n## File metadata and controls\n* Preview\n* Code\n* Blame\n\n79 lines (59 loc) · 3.16 KB\n[Raw][94]\nCopy raw file\nDownload raw file\nOutline\nEdit and raw actions\n\n# AI MUD\n\nAI MUD is a text-based multiplayer online role-playing game (MMORPG) that uses AI to generate\ncontent.\n\n## Features\n* Character creation, strict-levelling progression\n* Exploration\n* Combat with other players\n* Inventory system\n* NPCs that move around -- no need for interaction\n* Game is mostly based on puzzles that when solved, will give you treasure and maybe points. The\n  treasure can be \"swamped\" for points.\n* As AI generates the world, that world becomes **permanent** and interactable by other players.\n  Rooms don't tend to mutate much by AI - the AI creates the rooms, generates the rules and NPCs\n  associated, and items, and then the room is there for other players to interact with as well\n* The world will fully reset every week, starting back to an original \"village\" state - this village\n  state will be defined by me\n* The world that the AI generates must be internally consistent, and the AI must be able to generate\n  believable content, and try and keep a consistent tone and storyline.\n\n## Local Development\n* **Backend**: From the `backend/` directory, install deps with `python3 -m venv .venv && source\n  .venv/bin/activate && pip install -r requirements.txt`. Start the Socket.IO server in test mode\n  (no SSL) with `python3 socket_server.py -test` (listens on [http://localhost:8080][95]).\n* **Frontend**: From the `frontend/` directory, install deps with `npm install` and launch the React\n  dev server with `npm start` (serves on [http://localhost:3000][96] and proxies API traffic to the\n  backend on 8080).\n\n## Testing\n\n### Running Tests\n\nRun all backend tests with coverage:\n\n./scripts/run_backend_tests.sh\n\nRun specific test files:\n\npython3 -m unittest backend.managers.tests.test_player -v\npython3 -m unittest backend.commands.tests.test_auth -v\n\n### Coverage Requirements\n* **Minimum Coverage**: 80% for all files\n* **Exceptions**: `socket_server.py` and `event_handlers.py` (excluded from coverage requirements)\n* The pre-commit hook enforces 80% coverage and blocks commits if this threshold is not met\n\nTo check coverage manually:\n\npython3 -m coverage erase\npython3 -m coverage run --source=backend --omit='*/tests/*' -m unittest discover -s backend -p 'test\n_*.py'\npython3 -m coverage report --fail-under=80 --sort=cover\n\n### Type Checking\n\nRun mypy for static type checking:\n\npython3 -m mypy --ignore-missing-imports --strict . --exclude 'tests' --exclude 'venv'\n\n### Test Structure\n\nTests follow a consistent structure:\n* Each Python module has a corresponding test file: `foo.py` → `tests/test_foo.py`\n* Tests are located in `tests/` subdirectories within each module (e.g., `backend/commands/tests/`,\n  `backend/models/tests/`)\n* Test functions follow the naming convention: `test_{function_name}_{description_of_test}`\n* Example: `test_handle_password_validates_old_password_success`\n\n### Pre-commit Hooks\n\nInstall developer tooling:\n\npip install pre-commit coverage mypy\npre-commit install\n\nPre-commit hooks will automatically run on each commit:\n* **Black**: Code formatting\n* **Ruff**: Linting\n* **Coverage**: Ensures 80% minimum coverage\n* **Test Execution**: All tests must pass\n\nIf tests fail or coverage drops below 80%, the commit will be blocked.\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][97]\n* [Privacy][98]\n* [Security][99]\n* [Status][100]\n* [Community][101]\n* [Docs][102]\n* [Contact][103]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fforgotten-realms%2Fblob%2Fmain%2FRE\nADME.md\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.c… (2 chars truncated)\n… (64 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/11438b44/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:59.270947Z","finish_reason":null,"metrics":null},{"message_id":"d6d12a74-dec8-4a69-b6ee-f79cafeae6fe","node_id":36,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/blob/main/README.md\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [splat][90]\n\n/\n\n# README.md\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n33 lines (21 loc) · 1.38 KB\n main\n\n## Breadcrumbs\n1. [splat][93]\n\n/\n\n# README.md\n\nCopy path\nTop\n\n## File metadata and controls\n* Preview\n* Code\n* Blame\n\n33 lines (21 loc) · 1.38 KB\n[Raw][94]\nCopy raw file\nDownload raw file\nOutline\nEdit and raw actions\n\n# Splat\n\n[[PyPI version]][95] [[Python versions]][96] [[Documentation Status]][97] [[License]][98]\n\nSplat automatically creates GitHub issues when your Flask, FastAPI, or Django app crashes, then uses\nClaude Code to generate fix PRs. Set it up once, and bugs fix themselves.\n\n## Quick Start\n\npip install py-splat\nsplat init\n\nThe `splat init` wizard detects your framework, injects the error-catching middleware, and sets up a\nGitHub Action that triggers Claude Code when issues are created.\n\nThe injected code is minimal: two lines of code for each server you instantiate. `splat init` will\nfigure out where to inject this code and do it for you.\n\n## How It Works\n1. **Runtime error occurs** → Splat middleware catches the exception\n2. **GitHub issue created** → Contains error details, traceback, and los\n3. **GitHub Action triggers** → Claude Code analyzes the bug and opens a fix PR\n\n## Documentation\n\nSee the [full documentation][99] for configuration options and advanced usage.\n\n## License\n\nMIT\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][100]\n* [Privacy][101]\n* [Security][102]\n* [Status][103]\n* [Community][104]\n* [Docs][105]\n* [Contact][106]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2FREADME.md\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2FREADME.md\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/splat\n[73]: /login?return_to=%2Fandreaslordos%2Fsplat\n[74]: /login?return_to=%2Fandreaslordos%2Fsplat\n[75]: /login?return_to=%2Fandreaslordos%2Fsplat\n[76]: /andreaslordos/splat\n[77]: /andreaslordos/splat/issues\n[78]: /andreaslordos/splat/pulls\n[79]: /andreaslordos/splat/actions\n[80]: /andreaslordos/splat/projects\n[81]: /andreaslordos/splat/security\n[82]: /andreaslordos/splat/pulse\n[83]: /andreaslordos/splat\n[84]: /andreaslordos/splat/issues\n[85]: /andreaslordos/splat/pulls\n[86]: /andreaslordos/splat/actions\n[87]: /andreaslordos/splat/projects\n[88]: /andreaslordos/splat/security\n[89]: /andreaslordos/splat/pulse\n[90]: /andreaslordos/splat/tree/main\n[91]: /andreaslordos/splat/commits/main/README.md\n[92]: /andreaslordos/splat/commits/main/README.md\n[93]: /andreaslordos/splat/tree/main\n[94]: https://github.com/andreaslordos/splat/raw/refs/heads/main/README.md\n[95]: https://pypi.org/project/py-splat/\n[96]: https://pypi.org/project/py-splat/\n[97]:… (33 chars truncated)\n… (9 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/38d0a49d/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:59.270954Z","finish_reason":null,"metrics":null},{"message_id":"1ed69e93-0c30-4a2d-9799-3c285b315f4f","node_id":37,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/eldrow/blob/main/README.md\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [eldrow][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [eldrow][90]\n\n/\n\n# README.md\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n36 lines (23 loc) · 1.42 KB\n main\n\n## Breadcrumbs\n1. [eldrow][93]\n\n/\n\n# README.md\n\nCopy path\nTop\n\n## File metadata and controls\n* Preview\n* Code\n* Blame\n\n36 lines (23 loc) · 1.42 KB\n[Raw][94]\nCopy raw file\nDownload raw file\nOutline\nEdit and raw actions\n\nThis is a [Next.js][95] project bootstrapped with [`create-next-app`][96].\n\n## Getting Started\n\nFirst, run the development server:\n\nnpm run dev\n# or\nyarn dev\n# or\npnpm dev\n# or\nbun dev\n\nOpen [http://localhost:3000][97] with your browser to see the result.\n\nYou can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the\nfile.\n\nThis project uses [`next/font`][98] to automatically optimize and load [Geist][99], a new font\nfamily for Vercel.\n\n## Learn More\n\nTo learn more about Next.js, take a look at the following resources:\n* [Next.js Documentation][100] - learn about Next.js features and API.\n* [Learn Next.js][101] - an interactive Next.js tutorial.\n\nYou can check out [the Next.js GitHub repository][102] - your feedback and contributions are\nwelcome!\n\n## Deploy on Vercel\n\nThe easiest way to deploy your Next.js app is to use the [Vercel Platform][103] from the creators of\nNext.js.\n\nCheck out our [Next.js deployment documentation][104] for more details.\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][105]\n* [Privacy][106]\n* [Security][107]\n* [Status][108]\n* [Community][109]\n* [Docs][110]\n* [Contact][111]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Fblob%2Fmain%2FREADME.md\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Fblob%2Fmain%2FREADME.md\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Feldrow\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/eldrow\n[73]: /login?return_to=%2Fandreaslordos%2Feldrow\n[74]: /login?return_to=%2Fandreaslordos%2Feldrow\n[75]: /login?return_to=%2Fandreaslordos%2Feldrow\n[76]: /andreaslordos/eldrow\n[77]: /andreaslordos/eldrow/issues\n[78]: /andreaslordos/eldrow/pulls\n[79]: /andreaslordos/eldrow/actions\n[80]: /andreaslordos/eldrow/projects\n[81]: /andreaslordos/eldrow/security\n[82]: /andreaslordos/eldrow/pulse\n[83]: /andreaslordos/eldrow\n[84]: /andreaslordos/eldrow/issues\n[85]: /andreaslordos/eldrow/pulls\n[86]: /andreaslordos/eldrow/actions\n[87]: /andreaslordos/eldrow/projects\n[88]: /andreaslordos/eldrow/security\n[89]: /andreaslordos/eldrow/pulse\n[90]: /andreaslordos/eldrow/tree/main\n[91]: /andreaslordos/eldrow/commits/main/README.md\n[92]: /andreaslordos/eldrow/commits/main/README.md\n[93]: /andreaslordos/eldrow/tree/main\n[94]: https://github.com/andreaslordos/eldrow/raw/refs/heads/main/README.md\n[95]: https://nextjs.org\n[96]: https://nextjs.org/docs/app/api-ref… (26 chars truncated)\n… (16 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/709677c3/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:48:59.270961Z","finish_reason":null,"metrics":null},{"message_id":"53e4ff47-5c7c-4ca5-9245-c0ca6da54082","node_id":39,"role":"assistant","content":"Based on the GitHub repositories, here's a summary of each:\n\n## **Polaris**\nA 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.\n\n## **Forgotten Realms**\nAn AI-powered text-based multiplayer online role-playing game (MMORPG). Key features:\n- AI-generated game content (rooms, NPCs, items, puzzles)\n- Character creation with leveling progression\n- Player combat and exploration\n- Inventory and treasure systems\n- Persistent world that resets weekly\n- Python backend with Socket.IO, React frontend\n- Comprehensive testing with 80% coverage requirements\n\n## **Splat**\nAn automated bug-fixing tool for Python web apps (Flask, FastAPI, Django). When your app crashes:\n1. Splat middleware catches the exception\n2. Creates a GitHub issue with error details and traceback\n3. Triggers a GitHub Action that uses Claude Code to analyze and generate a fix PR\nEssentially \"bugs fix themselves\" - install once and let it handle crash recovery automatically.\n\n## **Eldrow**\nA 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.","tool_calls":[],"thinking":"Great! Now I have the README content for each repository. Let me summarize what each one does based on the information I gathered:\n\n1. **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%).\n\n2. **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.\n\n3. **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.\n\n4. **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.\n\nLet me provide a clear summary of each.","created_at":"2026-07-03T10:49:01.738646Z","finish_reason":"stop","metrics":{"ttft_ms":1116,"total_time_ms":2465,"input_tokens":11619,"output_tokens":616,"cache_read_tokens":22912,"cache_creation_tokens":null,"tpot_ms":2.189935064935065,"tokens_per_sec":456.63454410674575}},{"message_id":"bf8147b7-8a42-4ac6-b14f-577c0a2192af","node_id":40,"role":"user","content":"did you read any code?","created_at":"2026-07-03T10:52:42.290957Z","finish_reason":null,"metrics":null},{"message_id":"036363f0-130e-4623-9ee6-f884f5320d83","node_id":42,"role":"assistant","content":"No, I only read the README files and repository overview pages. I didn't examine any actual source code from the repositories. \n\nWould you like me to dive into the code for any of these projects to give you a more detailed understanding of how they work?","tool_calls":[],"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.","created_at":"2026-07-03T10:52:44.190813Z","finish_reason":"stop","metrics":{"ttft_ms":1495,"total_time_ms":1899,"input_tokens":723,"output_tokens":126,"cache_read_tokens":34432,"cache_creation_tokens":null,"tpot_ms":3.2063492063492065,"tokens_per_sec":311.8811881188119}},{"message_id":"5306955b-f4b8-4884-882e-2fbe6f67fc7e","node_id":43,"role":"user","content":"yes","created_at":"2026-07-03T10:52:47.186252Z","finish_reason":null,"metrics":null},{"message_id":"42f0870d-1f6e-4d07-add6-b34fbe161329","node_id":45,"role":"assistant","content":"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.","tool_calls":[{"id":"9288c4b72","name":"find_file_by_name","arguments":{"pattern":"**/*","path":"/Users/root1/Downloads/projects/andreas"}}],"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.\n\nLet 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.\n\nLet me start with all four repositories in parallel since they're independent.","created_at":"2026-07-03T10:52:48.543798Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1027,"total_time_ms":1354,"input_tokens":212,"output_tokens":153,"cache_read_tokens":35072,"cache_creation_tokens":null,"tpot_ms":2.1372549019607843,"tokens_per_sec":467.88990825688074}},{"message_id":"1353ac9f-1f05-439c-a191-1f990f76f48a","node_id":46,"role":"tool","content":"No files found","created_at":"2026-07-03T10:52:48.576480Z","finish_reason":null,"metrics":null},{"message_id":"b6a63674-57d9-4530-884c-c2d3f571b58b","node_id":48,"role":"assistant","content":"","tool_calls":[{"id":"7a60d3651","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris/tree/main/polaris-app"}},{"id":"a830ca089","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/tree/main/backend"}},{"id":"2c2029197","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/tree/main/src/splat"}},{"id":"46570f879","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/eldrow/tree/main/src"}}],"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.\n\nLet me fetch the actual source code files from each repository to understand what they do.","created_at":"2026-07-03T10:52:49.880614Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1014,"total_time_ms":1303,"input_tokens":244,"output_tokens":178,"cache_read_tokens":35200,"cache_creation_tokens":null,"tpot_ms":1.6235955056179776,"tokens_per_sec":615.916955017301}},{"message_id":"3ea9ed75-3d14-438a-8876-751514d41b9d","node_id":49,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris/tree/main/polaris-app\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [polaris][90]\n\n/\n\n# polaris-app\n\n/\nCopy path\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n main\n\n## Breadcrumbs\n1. [polaris][93]\n\n/\n\n# polaris-app\n\n/\nCopy path\nTop\n\n## Folders and files\n\n────────────────────────┬────────────────────────┬───────────────────┬────────────────\nName                    │Name                    │Last commit message│Last commit date\n────────────────────────┴────────────────────────┴───────────────────┴────────────────\n### parent directory                             \n                                                 \n[                                                \n..                                               \n][94]                                            \n────────────────────────┬────────────────────────┬───────────────────┬────────────────\n[public][95]            │[public][96]            │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[scripts][97]           │[scripts][98]           │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[src][99]               │[src][100]              │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[.gitignore][101]       │[.gitignore][102]       │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[README.md][103]        │[README.md][104]        │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[eslint.config.mjs][105]│[eslint.config.mjs][106]│                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[firebase.json][107]    │[firebase.json][108]    │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[next.config.js][109]   │[next.config.js][110]   │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[package-lock.json][111]│[package-lock.json][112]│                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[package.json][113]     │[package.json][114]     │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[postcss.config.mjs][115│[postcss.config.mjs][116│                   │                \n]                       │]                       │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[tailwind.config.mjs][11│[tailwind.config.mjs][11│                   │                \n7]                      │8]                      │                   │                \n────────────────────────┼────────────────────────┼───────────────────┼────────────────\n[tsconfig.json][119]    │[tsconfig.json][120]    │                   │                \n──… (252 chars truncated)\n… (205 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/2de51468/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:51.007521Z","finish_reason":null,"metrics":null},{"message_id":"df942d46-d542-4363-8dff-0030b8b7783c","node_id":50,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/forgotten-realms/tree/main/backend\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [forgotten-realms][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [forgotten-realms][90]\n\n/\n\n# backend\n\n/\nCopy path\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n main\n\n## Breadcrumbs\n1. [forgotten-realms][93]\n\n/\n\n# backend\n\n/\nCopy path\nTop\n\n## Folders and files\n\n──────────────────────────┬──────────────────────────┬───────────────────┬────────────────\nName                      │Name                      │Last commit message│Last commit date\n──────────────────────────┴──────────────────────────┴───────────────────┴────────────────\n### parent directory                                 \n                                                     \n[                                                    \n..                                                   \n][94]                                                \n──────────────────────────┬──────────────────────────┬───────────────────┬────────────────\n[admin][95]               │[admin][96]               │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[commands][97]            │[commands][98]            │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[managers][99]            │[managers][100]           │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[models][101]             │[models][102]             │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[services][103]           │[services][104]           │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[tests][105]              │[tests][106]              │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[TESTS_INSTRUCTIONS.md][10│[TESTS_INSTRUCTIONS.md][10│                   │                \n7]                        │8]                        │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[event_handlers.py][109]  │[event_handlers.py][110]  │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[globals.py][111]         │[globals.py][112]         │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[requirements.txt][113]   │[requirements.txt][114]   │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[socket_server.py][115]   │[socket_server.py][116]   │                   │                \n──────────────────────────┼──────────────────────────┼───────────────────┼────────────────\n[tick_service.py][117]    │[tick_service.py][118]    │                   │                \n──────────────────────────┼──────────────────────────┼────────… (84 chars truncated)\n… (154 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/fdbd13e5/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:51.007531Z","finish_reason":null,"metrics":null},{"message_id":"c3c69e32-c7df-4e4c-8d18-9af9b954633c","node_id":51,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [splat][90]\n2. /[src][91]\n\n/\n\n# splat\n\n/\nCopy path\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Latest commit\n\n## History\n\n[History][92]\n[][93]History\n main\n\n## Breadcrumbs\n1. [splat][94]\n2. /[src][95]\n\n/\n\n# splat\n\n/\nCopy path\nTop\n\n## Folders and files\n\n────────────────┬────────────────┬───────────────────┬────────────────\nName            │Name            │Last commit message│Last commit date\n────────────────┴────────────────┴───────────────────┴────────────────\n### parent directory             \n                                 \n[                                \n..                               \n][96]                            \n────────────────┬────────────────┬───────────────────┬────────────────\n[cli][97]       │[cli][98]       │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[core][99]      │[core][100]     │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[middleware][101│[middleware][102│                   │                \n]               │]               │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[templates][103]│[templates][104]│                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[__init__.py][10│[__init__.py][10│                   │                \n5]              │6]              │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[py.typed][107] │[py.typed][108] │                   │                \n────────────────┴────────────────┴───────────────────┴────────────────\nView all files                   \n─────────────────────────────────\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][109]\n* [Privacy][110]\n* [Security][111]\n* [Status][112]\n* [Community][113]\n* [Docs][114]\n* [Contact][115]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Ftree%2Fmain%2Fsrc%2Fsplat\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.githu… (5 chars truncated)\n… (63 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/24c94f85/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:51.007538Z","finish_reason":null,"metrics":null},{"message_id":"300aa0de-97b3-4e49-818c-e5316c1ba83d","node_id":52,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/eldrow/tree/main/src\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [eldrow][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [eldrow][90]\n\n/\n\n# src\n\n/\nCopy path\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Latest commit\n\n## History\n\n[History][91]\n[][92]History\n main\n\n## Breadcrumbs\n1. [eldrow][93]\n\n/\n\n# src\n\n/\nCopy path\nTop\n\n## Folders and files\n\n───────────────┬───────────────┬───────────────────┬────────────────\nName           │Name           │Last commit message│Last commit date\n───────────────┴───────────────┴───────────────────┴────────────────\n### parent directory           \n                               \n[                              \n..                             \n][94]                          \n───────────────┬───────────────┬───────────────────┬────────────────\n[app][95]      │[app][96]      │                   │                \n───────────────┼───────────────┼───────────────────┼────────────────\n[components][97│[components][98│                   │                \n]              │]              │                   │                \n───────────────┼───────────────┼───────────────────┼────────────────\n[lib][99]      │[lib][100]     │                   │                \n───────────────┴───────────────┴───────────────────┴────────────────\nView all files                 \n───────────────────────────────\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Ftree%2Fmain%2Fsrc\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Feldrow%2Ftree%2Fmain%2Fsrc\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=andreaslordos%2Feldrow\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/eldrow\n[73]: /login?return_to=%2Fandreaslordos%2Feldrow\n[74]: /login?return_to=%2Fandreaslordos%2Feldrow\n[75]: /login?return_to=%2Fandreaslordos%2Feldrow\n[76]: /andreaslordos/eld… (3 chars truncated)\n… (31 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/bf10aa51/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:51.007545Z","finish_reason":null,"metrics":null},{"message_id":"f8b28470-ee71-4c50-b69b-b938ef1cc5ff","node_id":54,"role":"assistant","content":"","tool_calls":[{"id":"6d79b2b5a","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/app/page.tsx"}},{"id":"45c903ca7","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/blob/main/backend/socket_server.py"}},{"id":"51ff5dc1d","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/blob/main/src/splat/core/__init__.py"}},{"id":"64331bdce","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/eldrow/blob/main/src/app/page.tsx"}}],"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.","created_at":"2026-07-03T10:52:52.648738Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1427,"total_time_ms":1639,"input_tokens":9072,"output_tokens":147,"cache_read_tokens":35328,"cache_creation_tokens":null,"tpot_ms":1.4421768707482994,"tokens_per_sec":693.3962264150944}},{"message_id":"968c212a-8c5b-4622-818c-1bc49bbe8dfe","node_id":55,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/app/page.tsx\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [polaris][90]\n2. /[polaris-app][91]\n3. /[src][92]\n4. /[app][93]\n\n/\n\n# page.tsx\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n9 lines (8 loc) · 179 Bytes\n main\n\n## Breadcrumbs\n1. [polaris][96]\n2. /[polaris-app][97]\n3. /[src][98]\n4. /[app][99]\n\n/\n\n# page.tsx\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n9 lines (8 loc) · 179 Bytes\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\nimport MapWrapper from '@/components/MapWrapper';\nexport default function Home() {\nreturn (\n<main className=\"h-full flex flex-col\">\n<MapWrapper />\n</main>\n);\n}\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-app\n%2Fsrc%2Fapp%2Fpage.tsx\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-ap\np%2Fsrc%2Fapp%2Fpage.tsx\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fpolaris\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/polaris\n[73]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[74]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[75]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[76]: /andreaslordos/polaris\n[77]: /andreaslordos/polaris/issues\n[78]: /andreaslordos/polaris/pulls\n[79]: /andreaslordos/polaris/actions\n[80]: /andreaslordos/polaris/projects\n[81]: /andreaslordos/polaris/security\n[82]: /andreaslordos/polaris/pulse\n[83]: /andreaslordos/polaris\n[84]: /andreaslordos/polaris/issues\n[85]: /andreaslordos/polaris/pulls\n[86]: /andreaslordos/polaris/actions\n[87]: /andreaslordos/polaris/projects\n[88]: /andreaslordos/polaris/security\n[89]: /andreaslordos/polaris/pulse\n[90]: /andreaslordos/polaris/tree/main\n[91]: /andreaslordos/polaris/tree/main/polaris-app\n[92]: /andreaslordos/polaris/tree/main/polaris-app/src\n[93]: /andreaslordos/polaris/tree/main/polaris-app/src/app\n[94]: /andreaslordos/polaris/commits/main/polaris-app/src/app/page.tsx\n[95]: /andreaslordos/polaris/commits/main/polaris-app/src/app/page.tsx\n[96]: /andreaslordos/polaris/tree/main\n[97]: /andreaslordos/polaris/tree/main/polaris-app\n[98]: /andreaslordos/polaris/tree/main/polaris-app/src\n[99]: /andreaslordos/polaris/tree/main/polaris-app/src/app\n[100]: https://github.com/andreaslordos/polaris/raw/refs/heads/main/polaris-app/src/app/page.tsx\n[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service\n[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\n[103]: https://github.com/security\n[104]: https://www.githubstatus.com/\n[105]: https://github.community/\n[106]: https://docs.github.c… (3 chars truncated)\n… (1 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/7c451c71/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:53.785935Z","finish_reason":null,"metrics":null},{"message_id":"66ab921a-0dc1-472e-bba1-964f5dda974c","node_id":56,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/forgotten-realms/blob/main/backend/socket_server.py\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [forgotten-realms][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [forgotten-realms][90]\n2. /[backend][91]\n\n/\n\n# socket_server.py\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][92]\n[][93]History\n173 lines (146 loc) · 5.35 KB\n main\n\n## Breadcrumbs\n1. [forgotten-realms][94]\n2. /[backend][95]\n\n/\n\n# socket_server.py\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n173 lines (146 loc) · 5.35 KB\n[Raw][96]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15\n16\n17\n18\n19\n20\n21\n22\n23\n24\n25\n26\n27\n28\n29\n30\n31\n32\n33\n34\n35\n36\n37\n38\n39\n40\n41\n42\n43\n44\n45\n46\n47\n48\n49\n50\n51\n52\n53\n54\n55\n56\n57\n58\n59\n60\n61\n62\n63\n64\n65\n66\n67\n68\n69\n70\n71\n72\n73\n74\n75\n76\n77\n78\n79\n80\n81\n82\n83\n84\n85\n86\n87\n88\n89\n90\n91\n92\n93\n94\n95\n96\n97\n98\n99\n100\n101\n102\n103\n104\n105\n106\n107\n108\n109\n110\n111\n112\n113\n114\n115\n116\n117\n118\n119\n120\n121\n122\n123\n124\n125\n126\n127\n128\n129\n130\n131\n132\n133\n134\n135\n136\n137\n138\n139\n140\n141\n142\n143\n144\n145\n146\n147\n148\n149\n150\n151\n152\n153\n154\n155\n156\n157\n158\n159\n160\n161\n162\n163\n164\n165\n166\n167\n168\n169\n170\n171\n172\n173\n#!/usr/bin/env python3\nimport asyncio\nimport logging\nimport os\nimport ssl\nimport sys\nfrom typing import Any, List\nimport socketio\nimport utils\nfrom aiohttp import web\nfrom admin.routes import register_admin_routes\nfrom event_handlers import register_handlers\nfrom globals import online_sessions\nfrom managers.auth import AuthManager\nfrom services.error_reporter import install_log_buffer\nfrom managers.game_state import GameState\nfrom managers.mob_definitions import get_mob_definitions\nfrom managers.mob_manager import MobManager\nfrom managers.player import PlayerManager\nfrom managers.world import generate_world\nfrom services.notifications import set_context\nfrom tick_service import start_background_tick\n# Configure logging\nlogging.basicConfig(\nlevel=logging.INFO, format=\"%(asctime)s - %(levelname)s - %(message)s\"\n)\nlogger = logging.getLogger(__name__)\n# Install log buffer for error reporting (captures last 200 lines)\ninstall_log_buffer(capacity=200)\n# Determine if we're in test mode (skip SSL) using a -test flag\nTEST_MODE = \"-test\" in sys.argv\n# Setup Socket.IO server and the web app.\nlogger.info(\"Initializing Socket.IO server and web app.\")\nsio = socketio.AsyncServer(\nasync_mode=\"aiohttp\",\ncors_allowed_origins=\"*\",\nping_timeout=180,\nping_interval=60,\nreconnection=False,\nlogger=True,\nengineio_logger=True,\n)\napp = web.Application()\nsio.attach(app)\n# Initialize managers and game state.\nlogger.info(\"Initializing game managers and state...\")\nauth_manager = AuthManager()\nplayer_manager = PlayerManager(\nauth_manager=auth_manager\n) # Uses SPAWN_ROOM from globals\nmob_manager = MobManager()\n# Load mob definitions\nmob_definitions = get_mob_definitions()\nmob_manager.load_mob_definitions(mob_definitions)\nlogger.info(f\"Loaded {len(mob_definitions)} mob definitions.\")\ngame_state = GameState()\nif not game_state.rooms:\nlogger.info(\"No game rooms found. Generating world...\")\nnew_rooms = generate_world(mob_manager=mob_manager)\nfor room in new_rooms.values():\ngame_state.add_room(room)\n# game_state.save_rooms()\nlogger.info(\"World generated.\")\nelse:\nlogger.info(\"Game rooms loaded from existing state.\")\n# Set context for notifications.\nset_context(online_sessions, lambda sid, msg: utils.send_message(sio, sid, msg))\nlogger.info(\"Notification context set successfully.\")\n# Attach mob_manager to utils for global access\nutils.mob_manager = mob_manager # type: ignore[attr-defined]\nlogger.info(\"Mob manager attached to utils.\")\n# Register Socket.IO event handlers.\nlogger.info(\"Registering Socket.IO event handlers...\")\nregister_handlers(sio, auth_manager, player_manager, game_state, online_sessions, utils)\nlogger.info(\"Socket.IO event handlers registered.\")\n# Determine the port.\nport = int(os.environ.get(\"PORT\", 8080))\nlogger.info(f\"Configured to run on port: {port}\")\n# Setup SSL only if not in test mode.\nssl_context = None\nif not TEST_MODE:\ntry:\nssl_context = ssl.create_default_context(ssl.Purpose.CLIENT_AUTH)\nssl_context.load_cert_chain(\ncertfile=\"/etc/letsencrypt/live/api.realms.lordos.tech/fullchain.pem\",\nkeyfile=\"/etc/letsencrypt/live/api.realms.lordos.tech/privkey.pem\",\n)\nlogger.info(\"🔒 Running with SSL enabled (Production Mode)\")\nexcept Exception as e:\nlogger.error(f\"Failed to set up SSL: {e}\")\nsys.exit(1)\nelse:\nlogger.info(\"🛠 Running without SSL (Test Mode)\")\nasync def main() -> None:\ntry:\nrunner = web.AppRunner(app)\nawait runner.setup()\nsite = web.TCPSite(runner, \"0.0.0.0\", port, ssl_context=ssl_context)\nlogger.info(\nf\"Server starting at {'https' if ssl_context else 'http'}://0.0.0.0:{port}\"\n)\nawait site.start()\n# Start background tick in a separate task.\nasyncio.create_task(\nstart_background_tick(\nsio, online_sessions, player_manager, game_state, utils\n)\n)\nlogger.info(\"Background tick service started.\")\n# Keep the server running.\nwhile True:\nawait asyncio.sleep(3600)\nexcept Exception:\nlogger.exception(\"An error occurred in the main loop:\")\nfinally:\nawait runner.cleanup()\nlogger.info(\"Server runner cleanup complete.\")\nasync def handle_root(request: Any) -> web.Response:\nlogger.info(\"Received request on root endpoint.\")\nreturn web.Response(\ntext=\"Socket.IO server is running\" + (\" over HTTPS.\" if ssl_context else \".\")\n)\napp.router.add_get(\"/\", handle_root)\ndef get_admin_publish_checks() -> List[str]:\n\"\"\"Read publish checks from env, falling back to focused admin tests.\"\"\"\nconfigured = os.environ.get(\"ADMIN_PUBLISH_CHECKS\", \"\").strip()\nif configured:\nreturn [check.strip() for check in configured.split(\";;\") if check.strip()]\nreturn [\n\"PYTHONPATH=backend python3 -m unittest \"\n\"backend.admin.tests.test_world_builder backend.admin.tests.test_routes -v\"\n]\nregister_admin_routes(\napp=app,\ngame_state=game_state,\nmob_manager=mob_manager,\nonline_sessions=online_sessions,\nworld_factory=generate_world,\npublish_checks=get_admin_publish_checks(),\n)\nif __name__ == \"__main__\":\ntry:\nasyncio.run(main())\nexcept KeyboardInt… (7 chars truncated)\n… (128 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/45ab2ff6/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:53.785943Z","finish_reason":null,"metrics":null},{"message_id":"dcd073b7-5e02-44cd-8381-df0bb527a011","node_id":57,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/core/__init__.py\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [splat][90]\n2. /[src][91]\n3. /[splat][92]\n4. /[core][93]\n\n/\n\n# __init__.py\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n1 lines (1 loc) · 36 Bytes\n main\n\n## Breadcrumbs\n1. [splat][96]\n2. /[src][97]\n3. /[splat][98]\n4. /[core][99]\n\n/\n\n# __init__.py\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n1 lines (1 loc) · 36 Bytes\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n\"\"\"Core functionality for Splat.\"\"\"\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%2\nFcore%2F__init__.py\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%\n2Fcore%2F__init__.py\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/splat\n[73]: /login?return_to=%2Fandreaslordos%2Fsplat\n[74]: /login?return_to=%2Fandreaslordos%2Fsplat\n[75]: /login?return_to=%2Fandreaslordos%2Fsplat\n[76]: /andreaslordos/splat\n[77]: /andreaslordos/splat/issues\n[78]: /andreaslordos/splat/pulls\n[79]: /andreaslordos/splat/actions\n[80]: /andreaslordos/splat/projects\n[81]: /andreaslordos/splat/security\n[82]: /andreaslordos/splat/pulse\n[83]: /andreaslordos/splat\n[84]: /andreaslordos/splat/issues\n[85]: /andreaslordos/splat/pulls\n[86]: /andreaslordos/splat/actions\n[87]: /andreaslordos/splat/projects\n[88]: /andreaslordos/splat/security\n[89]: /andreaslordos/splat/pulse\n[90]: /andreaslordos/splat/tree/main\n[91]: /andreaslordos/splat/tree/main/src\n[92]: /andreaslordos/splat/tree/main/src/splat\n[93]: /andreaslordos/splat/tree/main/src/splat/core\n[94]: /andreaslordos/splat/commits/main/src/splat/core/__init__.py\n[95]: /andreaslordos/splat/commits/main/src/splat/core/__init__.py\n[96]: /andreaslordos/splat/tree/main\n[97]: /andreaslordos/splat/tree/main/src\n[98]: /andreaslordos/splat/tree/main/src/splat\n[99]: /andreaslordos/splat/tree/main/src/splat/core\n[100]: https://github.com/andreaslordos/splat/raw/refs/heads/main/src/splat/core/__init__.py\n[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service\n[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\n[103]: https://github.com/security\n[104]: https://www.githubstatus.com/\n[105]: https://github.community/\n[106]: https://docs.github.com/\n[107]: https://support.github.com?tags=dotcom-footer\n","created_at":"2026-07-03T10:52:53.785950Z","finish_reason":null,"metrics":null},{"message_id":"1e1d7fae-a3a5-4bbf-b719-b683af6ba53f","node_id":58,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/eldrow/blob/main/src/app/page.tsx\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [eldrow][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [eldrow][90]\n2. /[src][91]\n3. /[app][92]\n\n/\n\n# page.tsx\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][93]\n[][94]History\n246 lines (211 loc) · 7.76 KB\n main\n\n## Breadcrumbs\n1. [eldrow][95]\n2. /[src][96]\n3. /[app][97]\n\n/\n\n# page.tsx\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n246 lines (211 loc) · 7.76 KB\n[Raw][98]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15\n16\n17\n18\n19\n20\n21\n22\n23\n24\n25\n26\n27\n28\n29\n30\n31\n32\n33\n34\n35\n36\n37\n38\n39\n40\n41\n42\n43\n44\n45\n46\n47\n48\n49\n50\n51\n52\n53\n54\n55\n56\n57\n58\n59\n60\n61\n62\n63\n64\n65\n66\n67\n68\n69\n70\n71\n72\n73\n74\n75\n76\n77\n78\n79\n80\n81\n82\n83\n84\n85\n86\n87\n88\n89\n90\n91\n92\n93\n94\n95\n96\n97\n98\n99\n100\n101\n102\n103\n104\n105\n106\n107\n108\n109\n110\n111\n112\n113\n114\n115\n116\n117\n118\n119\n120\n121\n122\n123\n124\n125\n126\n127\n128\n129\n130\n131\n132\n133\n134\n135\n136\n137\n138\n139\n140\n141\n142\n143\n144\n145\n146\n147\n148\n149\n150\n151\n152\n153\n154\n155\n156\n157\n158\n159\n160\n161\n162\n163\n164\n165\n166\n167\n168\n169\n170\n171\n172\n173\n174\n175\n176\n177\n178\n179\n180\n181\n182\n183\n184\n185\n186\n187\n188\n189\n190\n191\n192\n193\n194\n195\n196\n197\n198\n199\n200\n201\n202\n203\n204\n205\n206\n207\n208\n209\n210\n211\n212\n213\n214\n215\n216\n217\n218\n219\n220\n221\n222\n223\n224\n225\n226\n227\n228\n229\n230\n231\n232\n233\n234\n235\n236\n237\n238\n239\n240\n241\n242\n243\n244\n245\n246\n'use client';\nimport { useState, useCallback, useEffect } from 'react';\nimport Grid from '@/components/Grid';\nimport OptionsPanel from '@/components/OptionsPanel';\nimport Results from '@/components/Results';\nimport HowItWorksModal from '@/components/HowItWorksModal';\nimport { GridState, TileState, ProgressMode, Chain, RowSpec } from '@/lib/types';\nimport { WordleReverser, encodeTrits } from '@/lib/wordleLogic';\n// Import word lists\nimport answersData from '../../public/answers.json';\nimport validWordsData from '../../public/validWords.json';\n// Initialize empty grid\nconst createEmptyGrid = (): GridState => {\nreturn Array(6)\n.fill(null)\n.map(() =>\nArray(5)\n.fill(null)\n.map((): TileState => ({ letter: '', color: 0 }))\n);\n};\nexport default function Home() {\n// Grid state\nconst [grid, setGrid] = useState<GridState>(createEmptyGrid);\nconst [selectedRow, setSelectedRow] = useState(0);\nconst [selectedCol, setSelectedCol] = useState(0);\n// Options state\nconst [answer, setAnswer] = useState('');\nconst [progressMode, setProgressMode] = useState<ProgressMode>('strict');\nconst [weirdFallback, setWeirdFallback] = useState(true);\n// Results state\nconst [chains, setChains] = useState<Chain[]>([]);\nconst [isCalculating, setIsCalculating] = useState(false);\nconst [hasCalculated, setHasCalculated] = useState(false);\nconst [validationError, setValidationError] = useState<string | null>(null);\n// Modal state\nconst [showHowItWorks, setShowHowItWorks] = useState(false);\n// WordleReverser instance\nconst [reverser, setReverser] = useState<WordleReverser | null>(null);\n// Initialize reverser on mount\nuseEffect(() => {\nconst rev = new WordleReverser(\nanswersData as string[],\nanswersData as string[],\nvalidWordsData as string[]\n);\nsetReverser(rev);\n}, []);\nconst handleSelectionChange = useCallback((row: number, col: number) => {\nsetSelectedRow(row);\nsetSelectedCol(col);\n}, []);\n// Validate grid against progress mode rules\nconst validateProgressMode = useCallback((lastRow: number): string | null => {\nif (progressMode === 'none') return null;\n// For hard/strict mode: if a position is green in row N, it must be green in subsequent rows\n// Hard: only check against immediate previous row\n// Strict: check against all previous rows\nfor (let rowIdx = 1; rowIdx <= lastRow; rowIdx++) {\nconst checkFromRow = progressMode === 'hard' ? rowIdx - 1 : 0;\nfor (let checkRow = checkFromRow; checkRow < rowIdx; checkRow++) {\nfor (let col = 0; col < 5; col++) {\n// If previous row has green at this position\nif (grid[checkRow][col].color === 2) {\n// Current row must also have green at this position\nif (grid[rowIdx][col].color !== 2) {\nconst modeName = progressMode === 'hard' ? 'Hard' : 'Strict';\nreturn `${modeName} mode violation: Row ${rowIdx + 1} must have green in position ${col + 1} (locked\nfrom Row ${checkRow + 1})`;\n}\n}\n}\n}\n}\nreturn null;\n}, [grid, progressMode]);\nconst handleCalculate = useCallback(() => {\nif (!reverser || answer.length !== 5) return;\nsetValidationError(null);\nsetIsCalculating(true);\nsetHasCalculated(true);\n// Use setTimeout to allow UI to update before heavy computation\nsetTimeout(() => {\ntry {\n// Convert grid to RowSpecs\n// Check if any row is all green (successful guess = won the game)\nlet winningRow = -1;\nfor (let rowIdx = 0; rowIdx < 6; rowIdx++) {\nif (grid[rowIdx].every(tile => tile.color === 2)) {\nwinningRow = rowIdx;\nbreak;\n}\n}\n// If there's a winning row, process up to and including it\n// If no winning row (user failed), process all 6 rows\nlet lastActiveRow: number;\nif (winningRow !== -1) {\nlastActiveRow = winningRow;\n} else {\n// No all-green row = user failed, need all 6 guesses\n// But only if they've set up at least one row\nlet hasAnyColor = false;\nfor (let rowIdx = 0; rowIdx < 6; rowIdx++) {\nif (grid[rowIdx].some(tile => tile.color !== 0)) {\nhasAnyColor = true;\nbreak;\n}\n}\nlastActiveRow = hasAnyColor ? 5 : -1;\n}\n// Validate progress mode before calculating\nconst error = validateProgressMode(lastActiveRow);\nif (error) {\nsetValidationError(error);\nsetChains([]);\nsetIsCalculating(false);\nreturn;\n}\nconst rows: RowSpec[] = [];\n// Process all rows from 0 to lastActiveRow (inclusive)\nfor (let rowIdx = 0; rowIdx <= lastActiveRow; rowIdx++) {\nconst row = grid[rowIdx];\n// Build pattern code from colors\nconst trits = row.map(tile => tile.color);\nconst patternCode = encodeTrits(trits);\n// Build guess string (letters with '*' for empty)\nconst hasAnyLetter = row.some(tile => tile.letter !== '');\nlet guess: string | null = null;\nif (hasAnyLetter) {\n// If some letters are filled, create pattern with wildcards\nguess = row.map(tile => tile.letter || '*').join('');\n}\nrows.pus… (26 chars truncated)\n… (208 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/2ce10e50/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:53.785956Z","finish_reason":null,"metrics":null},{"message_id":"d952a594-4e9f-4deb-bbb1-d15ea183077e","node_id":60,"role":"assistant","content":"","tool_calls":[{"id":"c4df62572","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/MapWrapper.tsx"}},{"id":"df93c61c0","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/blob/main/src/splat/cli/__init__.py"}},{"id":"ed0a6fd91","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/blob/main/backend/managers/world.py"}},{"id":"3294bde83","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/eldrow/blob/main/src/lib/wordleLogic.ts"}}],"thinking":"Let me look at more specific files to understand what each project does. Let me get some more details from each repository.","created_at":"2026-07-03T10:52:55.579624Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1553,"total_time_ms":1791,"input_tokens":12101,"output_tokens":150,"cache_read_tokens":44288,"cache_creation_tokens":null,"tpot_ms":1.5866666666666667,"tokens_per_sec":630.2521008403361}},{"message_id":"ff417f94-b725-4c42-bd55-8ac2523bbe12","node_id":61,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/MapWrapper.tsx\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [polaris][90]\n2. /[polaris-app][91]\n3. /[src][92]\n4. /[components][93]\n\n/\n\n# MapWrapper.tsx\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n29 lines (26 loc) · 778 Bytes\n main\n\n## Breadcrumbs\n1. [polaris][96]\n2. /[polaris-app][97]\n3. /[src][98]\n4. /[components][99]\n\n/\n\n# MapWrapper.tsx\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n29 lines (26 loc) · 778 Bytes\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15\n16\n17\n18\n19\n20\n21\n22\n23\n24\n25\n26\n27\n28\n29\n'use client';\nimport dynamic from 'next/dynamic';\nconst HarvardMap = dynamic(() => import('./HarvardMap'), {\nssr: false,\nloading: () => (\n<div className=\"h-screen w-full flex items-center justify-center bg-gray-50\">\n<div className=\"text-lg text-gray-600\">Loading map...</div>\n</div>\n),\n});\nexport default function MapWrapper() {\nreturn (\n<div className=\"flex flex-col h-full min-h-0 w-full\">\n<div className=\"flex-1 min-h-0\">\n<HarvardMap />\n</div>\n<a\nhref=\"sms:+18574458893?body=Hi%20Andreas%2C%20this%20is%20about%20Polaris. \"\nclassName=\"text-xs transition-colors px-4 py-1 text-center block bg-black text-white\"\nstyle={{ lineHeight: '2rem' }}\n>\nfeedback\n</a>\n</div>\n);\n}\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-app\n%2Fsrc%2Fcomponents%2FMapWrapper.tsx\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fpolaris%2Fblob%2Fmain%2Fpolaris-ap\np%2Fsrc%2Fcomponents%2FMapWrapper.tsx\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fpolaris\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/polaris\n[73]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[74]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[75]: /login?return_to=%2Fandreaslordos%2Fpolaris\n[76]: /andreaslordos/polaris\n[77]: /andreaslordos/polaris/issues\n[78]: /andreaslordos/polaris/pulls\n[79]: /andreaslordos/polaris/actions\n[80]: /andreaslordos/polaris/projects\n[81]: /andreaslordos/polaris/security\n[82]: /andreaslordos/polaris/pulse\n[83]: /andreaslordos/polaris\n[84]: /andreaslordos/polaris/issues\n[85]: /andreaslordos/polaris/pulls\n[86]: /andreaslordos/polaris/actions\n[87]: /andreaslordos/polaris/projects\n[88]: /andreaslordos/polaris/security\n[89]: /andreaslordos/polaris/pulse\n[90]: /andreaslordos/polaris/tree/main\n[91]: /andreaslordos/polaris/tree/main/polaris-app\n[92]: /andreaslordos/polaris/tree/main/polaris-app/src\n[93]: /andreaslordos/polaris/tree/main/polaris-app/src/components\n[94]: /andreaslordos/polaris/commits/main/polaris-app/src/components/MapWrapper.tsx\n[95]: /an… (74 chars truncated)\n… (13 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/479bfcd9/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:56.592723Z","finish_reason":null,"metrics":null},{"message_id":"78ad39d7-4010-4f0e-b072-212bbd9d119f","node_id":62,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/cli/__init__.py\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [splat][90]\n2. /[src][91]\n3. /[splat][92]\n4. /[cli][93]\n\n/\n\n# __init__.py\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n1 lines (1 loc) · 40 Bytes\n main\n\n## Breadcrumbs\n1. [splat][96]\n2. /[src][97]\n3. /[splat][98]\n4. /[cli][99]\n\n/\n\n# __init__.py\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n1 lines (1 loc) · 40 Bytes\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n\"\"\"Command-line interface for Splat.\"\"\"\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%2\nFcli%2F__init__.py\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%\n2Fcli%2F__init__.py\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/splat\n[73]: /login?return_to=%2Fandreaslordos%2Fsplat\n[74]: /login?return_to=%2Fandreaslordos%2Fsplat\n[75]: /login?return_to=%2Fandreaslordos%2Fsplat\n[76]: /andreaslordos/splat\n[77]: /andreaslordos/splat/issues\n[78]: /andreaslordos/splat/pulls\n[79]: /andreaslordos/splat/actions\n[80]: /andreaslordos/splat/projects\n[81]: /andreaslordos/splat/security\n[82]: /andreaslordos/splat/pulse\n[83]: /andreaslordos/splat\n[84]: /andreaslordos/splat/issues\n[85]: /andreaslordos/splat/pulls\n[86]: /andreaslordos/splat/actions\n[87]: /andreaslordos/splat/projects\n[88]: /andreaslordos/splat/security\n[89]: /andreaslordos/splat/pulse\n[90]: /andreaslordos/splat/tree/main\n[91]: /andreaslordos/splat/tree/main/src\n[92]: /andreaslordos/splat/tree/main/src/splat\n[93]: /andreaslordos/splat/tree/main/src/splat/cli\n[94]: /andreaslordos/splat/commits/main/src/splat/cli/__init__.py\n[95]: /andreaslordos/splat/commits/main/src/splat/cli/__init__.py\n[96]: /andreaslordos/splat/tree/main\n[97]: /andreaslordos/splat/tree/main/src\n[98]: /andreaslordos/splat/tree/main/src/splat\n[99]: /andreaslordos/splat/tree/main/src/splat/cli\n[100]: https://github.com/andreaslordos/splat/raw/refs/heads/main/src/splat/cli/__init__.py\n[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service\n[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\n[103]: https://github.com/security\n[104]: https://www.githubstatus.com/\n[105]: https://github.community/\n[106]: https://docs.github.com/\n[107]: https://support.github.com?tags=dotcom-footer\n","created_at":"2026-07-03T10:52:56.592730Z","finish_reason":null,"metrics":null},{"message_id":"7de63d1b-56b8-49b6-95db-159b0806a81c","node_id":63,"role":"tool","content":"HTTP request failed with status: 404","created_at":"2026-07-03T10:52:56.592733Z","finish_reason":null,"metrics":null},{"message_id":"65d192b9-fdc5-46ad-ac4e-dbb49f586152","node_id":64,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/eldrow/blob/main/src/lib/wordleLogic.ts\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [eldrow][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [eldrow][90]\n2. /[src][91]\n3. /[lib][92]\n\n/\n\n# wordleLogic.ts\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][93]\n[][94]History\n366 lines (306 loc) · 10.8 KB\n main\n\n## Breadcrumbs\n1. [eldrow][95]\n2. /[src][96]\n3. /[lib][97]\n\n/\n\n# wordleLogic.ts\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n366 lines (306 loc) · 10.8 KB\n[Raw][98]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15\n16\n17\n18\n19\n20\n21\n22\n23\n24\n25\n26\n27\n28\n29\n30\n31\n32\n33\n34\n35\n36\n37\n38\n39\n40\n41\n42\n43\n44\n45\n46\n47\n48\n49\n50\n51\n52\n53\n54\n55\n56\n57\n58\n59\n60\n61\n62\n63\n64\n65\n66\n67\n68\n69\n70\n71\n72\n73\n74\n75\n76\n77\n78\n79\n80\n81\n82\n83\n84\n85\n86\n87\n88\n89\n90\n91\n92\n93\n94\n95\n96\n97\n98\n99\n100\n101\n102\n103\n104\n105\n106\n107\n108\n109\n110\n111\n112\n113\n114\n115\n116\n117\n118\n119\n120\n121\n122\n123\n124\n125\n126\n127\n128\n129\n130\n131\n132\n133\n134\n135\n136\n137\n138\n139\n140\n141\n142\n143\n144\n145\n146\n147\n148\n149\n150\n151\n152\n153\n154\n155\n156\n157\n158\n159\n160\n161\n162\n163\n164\n165\n166\n167\n168\n169\n170\n171\n172\n173\n174\n175\n176\n177\n178\n179\n180\n181\n182\n183\n184\n185\n186\n187\n188\n189\n190\n191\n192\n193\n194\n195\n196\n197\n198\n199\n200\n201\n202\n203\n204\n205\n206\n207\n208\n209\n210\n211\n212\n213\n214\n215\n216\n217\n218\n219\n220\n221\n222\n223\n224\n225\n226\n227\n228\n229\n230\n231\n232\n233\n234\n235\n236\n237\n238\n239\n240\n241\n242\n243\n244\n245\n246\n247\n248\n249\n250\n251\n252\n253\n254\n255\n256\n257\n258\n259\n260\n261\n262\n263\n264\n265\n266\n267\n268\n269\n270\n271\n272\n273\n274\n275\n276\n277\n278\n279\n280\n281\n282\n283\n284\n285\n286\n287\n288\n289\n290\n291\n292\n293\n294\n295\n296\n297\n298\n299\n300\n301\n302\n303\n304\n305\n306\n307\n308\n309\n310\n311\n312\n313\n314\n315\n316\n317\n318\n319\n320\n321\n322\n323\n324\n325\n326\n327\n328\n329\n330\n331\n332\n333\n334\n335\n336\n337\n338\n339\n340\n341\n342\n343\n344\n345\n346\n347\n348\n349\n350\n351\n352\n353\n354\n355\n356\n357\n358\n359\n360\n361\n362\n363\n364\n365\n366\nimport { RowSpec, Chain, ProgressMode } from './types';\n// Pattern encoding utilities\nexport function encodeTrits(trits: number[]): number {\nlet code = 0;\nlet mul = 1;\nfor (const t of trits) {\ncode += t * mul;\nmul *= 3;\n}\nreturn code;\n}\nexport function decodeTrits(code: number): number[] {\nconst trits: number[] = [];\nlet c = code;\nfor (let i = 0; i < 5; i++) {\ntrits.push(c % 3);\nc = Math.floor(c / 3);\n}\nreturn trits;\n}\n// Wordle scoring: compute pattern code for guess against answer\nexport function score(guess: string, answer: string): number {\nconst g = guess.toLowerCase();\nconst a = answer.toLowerCase();\nconst trits = [0, 0, 0, 0, 0];\nconst remain: Record<string, number> = {};\n// Count letters in answer\nfor (const ch of a) {\nremain[ch] = (remain[ch] || 0) + 1;\n}\n// First pass: mark greens\nfor (let i = 0; i < 5; i++) {\nif (g[i] === a[i]) {\ntrits[i] = 2;\nremain[g[i]]--;\n}\n}\n// Second pass: mark yellows\nfor (let i = 0; i < 5; i++) {\nif (trits[i] === 0 && (remain[g[i]] || 0) > 0) {\ntrits[i] = 1;\nremain[g[i]]--;\n}\n}\nreturn encodeTrits(trits);\n}\n// Check if word matches a partial pattern with '*' wildcards\nfunction matchesPartialPattern(word: string, pattern: string): boolean {\nif (word.length !== pattern.length) return false;\nfor (let i = 0; i < word.length; i++) {\nif (pattern[i] !== '*' && word[i] !== pattern[i].toLowerCase()) {\nreturn false;\n}\n}\nreturn true;\n}\n// Constraint types for progress modes\ninterface Constraints {\nfixedPositions: Map<number, string>;\nforbiddenPositions: Map<string, Set<number>>;\nrequiredCounts: Map<string, number>;\n}\nfunction deriveConstraintsFromRows(\nplacedRows: Array<{ guess: string; code: number }>,\nmode: ProgressMode\n): Constraints {\nconst fixedPositions = new Map<number, string>();\nconst forbiddenPositions = new Map<string, Set<number>>();\nconst requiredCounts = new Map<string, number>();\nif (mode !== 'hard' && mode !== 'strict') {\nreturn { fixedPositions, forbiddenPositions, requiredCounts };\n}\nconst rowsToUse = mode === 'hard' ? placedRows.slice(-1) : placedRows;\nfor (const { guess, code } of rowsToUse) {\nconst trits = decodeTrits(code);\nconst perRowCounts = new Map<string, number>();\nfor (let i = 0; i < 5; i++) {\nconst ch = guess[i];\nif (trits[i] === 2) {\n// Green: fixed position\nfixedPositions.set(i, ch);\nperRowCounts.set(ch, (perRowCounts.get(ch) || 0) + 1);\n} else if (trits[i] === 1) {\n// Yellow: forbidden at this position, but required somewhere\nif (!forbiddenPositions.has(ch)) {\nforbiddenPositions.set(ch, new Set());\n}\nforbiddenPositions.get(ch)!.add(i);\nperRowCounts.set(ch, (perRowCounts.get(ch) || 0) + 1);\n}\n}\n// Update required counts (max across considered rows)\nfor (const [ch, count] of perRowCounts) {\nif (count > (requiredCounts.get(ch) || 0)) {\nrequiredCounts.set(ch, count);\n}\n}\n}\nreturn { fixedPositions, forbiddenPositions, requiredCounts };\n}\nfunction guessSatisfiesConstraints(\nguess: string,\nconstraints: Constraints\n): boolean {\nconst { fixedPositions, forbiddenPositions, requiredCounts } = constraints;\n// Check fixed positions (greens)\nfor (const [i, ch] of fixedPositions) {\nif (guess[i] !== ch) return false;\n}\n// Check forbidden positions (yellows can't be at same spot)\nfor (const [ch, bads] of forbiddenPositions) {\nfor (const i of bads) {\nif (guess[i] === ch) return false;\n}\n}\n// Check required letter counts\nconst freq = new Map<string, number>();\nfor (const ch of guess) {\nfreq.set(ch, (freq.get(ch) || 0) + 1);\n}\nfor (const [ch, count] of requiredCounts) {\nif ((freq.get(ch) || 0) < count) return false;\n}\nreturn true;\n}\nexport class WordleReverser {\nprivate guessWords: string[];\nprivate answerWords: string[];\nprivate weirdWords: string[];\nprivate guessSet: Set<string>;\nprivate answerSet: Set<string>;\nprivate weirdSet: Set<string>;\nconstructor(\nguessWords: string[],\nanswerWords: string[],\nweirdWords: string[] = []\n) {\nthis.guessWords = guessWords.filter(w => w.length === 5 && /^[a-z]+$/i.test(w)).map(w =>\nw.toLowerCase());\nthis.answerWords = answerWords.filter(w => w.length === 5 && /^[a-z]+$/i.test(w)).map(w =>\nw.toLowerCase());\nthis.guessSet = new Set(this.guessWords);\nthis.answerSet = new Set(this.an… (11 chars truncated)\n… (293 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/cd15b9d9/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:56.592742Z","finish_reason":null,"metrics":null},{"message_id":"1aedd8e5-4b45-4305-8d1e-18126169e0ea","node_id":66,"role":"assistant","content":"","tool_calls":[{"id":"a59764df2","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/HarvardMap.tsx"}},{"id":"9451203a1","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/blob/main/src/splat/middleware/__init__.py"}},{"id":"3978b0c24","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/blob/main/backend/services/ai_generator.py"}}],"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.","created_at":"2026-07-03T10:52:58.511540Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1717,"total_time_ms":1917,"input_tokens":9583,"output_tokens":131,"cache_read_tokens":56320,"cache_creation_tokens":null,"tpot_ms":1.5267175572519085,"tokens_per_sec":655}},{"message_id":"08fff1b4-d71f-4807-abed-0f58684fe46c","node_id":67,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/polaris/blob/main/polaris-app/src/components/HarvardMap.tsx\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [polaris][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [polaris][90]\n2. /[polaris-app][91]\n3. /[src][92]\n4. /[components][93]\n\n/\n\n# HarvardMap.tsx\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n613 lines (563 loc) · 18.2 KB\n main\n\n## Breadcrumbs\n1. [polaris][96]\n2. /[polaris-app][97]\n3. /[src][98]\n4. /[components][99]\n\n/\n\n# HarvardMap.tsx\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n613 lines (563 loc) · 18.2 KB\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n15\n16\n17\n18\n19\n20\n21\n22\n23\n24\n25\n26\n27\n28\n29\n30\n31\n32\n33\n34\n35\n36\n37\n38\n39\n40\n41\n42\n43\n44\n45\n46\n47\n48\n49\n50\n51\n52\n53\n54\n55\n56\n57\n58\n59\n60\n61\n62\n63\n64\n65\n66\n67\n68\n69\n70\n71\n72\n73\n74\n75\n76\n77\n78\n79\n80\n81\n82\n83\n84\n85\n86\n87\n88\n89\n90\n91\n92\n93\n94\n95\n96\n97\n98\n99\n100\n101\n102\n103\n104\n105\n106\n107\n108\n109\n110\n111\n112\n113\n114\n115\n116\n117\n118\n119\n120\n121\n122\n123\n124\n125\n126\n127\n128\n129\n130\n131\n132\n133\n134\n135\n136\n137\n138\n139\n140\n141\n142\n143\n144\n145\n146\n147\n148\n149\n150\n151\n152\n153\n154\n155\n156\n157\n158\n159\n160\n161\n162\n163\n164\n165\n166\n167\n168\n169\n170\n171\n172\n173\n174\n175\n176\n177\n178\n179\n180\n181\n182\n183\n184\n185\n186\n187\n188\n189\n190\n191\n192\n193\n194\n195\n196\n197\n198\n199\n200\n201\n202\n203\n204\n205\n206\n207\n208\n209\n210\n211\n212\n213\n214\n215\n216\n217\n218\n219\n220\n221\n222\n223\n224\n225\n226\n227\n228\n229\n230\n231\n232\n233\n234\n235\n236\n237\n238\n239\n240\n241\n242\n243\n244\n245\n246\n247\n248\n249\n250\n251\n252\n253\n254\n255\n256\n257\n258\n259\n260\n261\n262\n263\n264\n265\n266\n267\n268\n269\n270\n271\n272\n273\n274\n275\n276\n277\n278\n279\n280\n281\n282\n283\n284\n285\n286\n287\n288\n289\n290\n291\n292\n293\n294\n295\n296\n297\n298\n299\n300\n301\n302\n303\n304\n305\n306\n307\n308\n309\n310\n311\n312\n313\n314\n315\n316\n317\n318\n319\n320\n321\n322\n323\n324\n325\n326\n327\n328\n329\n330\n331\n332\n333\n334\n335\n336\n337\n338\n339\n340\n341\n342\n343\n344\n345\n346\n347\n348\n349\n350\n351\n352\n353\n354\n355\n356\n357\n358\n359\n360\n361\n362\n363\n364\n365\n366\n367\n368\n369\n370\n371\n372\n373\n374\n375\n376\n377\n378\n379\n380\n381\n382\n383\n384\n385\n386\n387\n388\n389\n390\n391\n392\n393\n394\n395\n396\n397\n398\n399\n400\n401\n402\n403\n404\n405\n406\n407\n408\n409\n410\n411\n412\n413\n414\n415\n416\n417\n418\n419\n420\n421\n422\n423\n424\n425\n426\n427\n428\n429\n430\n431\n432\n433\n434\n435\n436\n437\n438\n439\n440\n441\n442\n443\n444\n445\n446\n447\n448\n449\n450\n451\n452\n453\n454\n455\n456\n457\n458\n459\n460\n461\n462\n463\n464\n465\n466\n467\n468\n469\n470\n471\n472\n473\n474\n475\n476\n477\n478\n479\n480\n481\n482\n483\n484\n485\n486\n487\n488\n489\n490\n491\n492\n493\n494\n495\n496\n497\n498\n499\n500\n501\n502\n503\n504\n505\n506\n507\n508\n509\n510\n511\n512\n513\n514\n515\n516\n517\n518\n519\n520\n521\n522\n523\n524\n525\n526\n527\n528\n529\n530\n531\n532\n533\n534\n535\n536\n537\n538\n539\n540\n541\n542\n543\n544\n545\n546\n547\n548\n549\n550\n551\n552\n553\n554\n555\n556\n557\n558\n559\n560\n561\n562\n563\n564\n565\n566\n567\n568\n569\n570\n571\n572\n573\n574\n575\n576\n577\n578\n579\n580\n581\n582\n583\n584\n585\n586\n587\n588\n589\n590\n591\n592\n593\n594\n595\n596\n597\n598\n599\n600\n601\n602\n603\n604\n605\n606\n607\n608\n609\n610\n611\n612\n613\n'use client';\nimport React, { useEffect, useRef, useState, useMemo } from 'react';\nimport { MapContainer, TileLayer, Marker, Popup, useMap, ZoomControl } from 'react-leaflet';\nimport L from 'leaflet';\nimport 'leaflet/dist/leaflet.css';\nimport ChatView from './ChatView';\nimport IntroModal from './IntroModal';\n// Gamification Constants\nconst DISCOVERY_RADIUS = 150; // meters\nconst INTERACTION_RADIUS = 50; // meters\nconst MIN_OPACITY = 0.2;\nconst MAX_BLUR_PX = 8; // pixels\n// Custom image marker icon\nconst createImageMarker = (\nimageName: string,\nisClicked: boolean = false,\nmarkerId: string\n) => {\nreturn L.divIcon({\nclassName: 'custom-marker',\nhtml: `\n<div data-marker-id=\"${markerId}\" class=\"custom-marker-inner\" style=\"\nposition: relative;\nwidth: 40px;\nheight: 40px;\nborder-radius: 50%;\nborder: 3px solid white;\nbox-shadow: 0 2px 5px rgba(0,0,0,0.2);\noverflow: hidden;\ndisplay: flex;\nalign-items: center;\njustify-content: center;\n/* No opacity or blur here! */\ntransition: opacity 0.3s ease, filter 0.3s ease;\n\">\n<img\nsrc=\"/images/thumbnails/${imageName}_thumb.png\"\nalt=\"${imageName}\"\nstyle=\"\nwidth: 100%;\nheight: 100%;\nobject-fit: cover;\n\"\n/>\n${isClicked ? `<div style=\"\nposition: absolute;\ntop: 0;\nleft: 0;\nwidth: 100%;\nheight: 100%;\nbackground: rgba(144,238,144,0.7);\nborder-radius: 50%;\n\"></div>` : ''}\n</div>\n`,\niconSize: [40, 40],\niconAnchor: [20, 20],\npopupAnchor: [0, -25]\n});\n};\n// Custom blue dot marker for user location\nconst createUserLocationMarker = () => {\nreturn L.divIcon({\nclassName: 'user-location-marker',\nhtml: `\n<div style=\"\nwidth: 15px;\nheight: 15px;\nbackground: #2196F3;\nborder-radius: 50%;\nborder: 3px solid white;\nbox-shadow: 0 2px 5px rgba(0,0,0,0.2);\n\"></div>\n`,\niconSize: [20, 20],\niconAnchor: [10, 10],\n});\n};\n// Harvard Yard coordinates\nconst HARVARD_YARD = {\nlat: 42.373911,\nlng: -71.117727,\n};\n// Harvard Square bounding box\nconst HARVARD_BOUNDS = L.latLngBounds(\n[42.346177, -71.135884], // NW corner\n[42.392885, -71.109761] // SE corner\n);\n// Custom tile layer with caching\nconst TILE_LAYER_URL = '/map-tiles/{z}/{x}/{y}.png';\n// Handler to add cache-control headers\nconst tileLayerOptions = {\nmaxZoom: 19,\nminZoom: 14,\ntileSize: 256,\nzoomOffset: 0,\ncrossOrigin: true,\nbounds: HARVARD_BOUNDS,\nattributionControl: false,\ndetectRetina: true,\nupdateWhenIdle: true,\nupdateWhenZooming: false,\nkeepBuffer: 4,\n// Add loading priority\nloadingPriority: 1,\n// Add error handling\nerrorTileUrl: '/images/error-tile.png',\n// Add loading indicator\nloading: true,\n};\n// Sample landmarks in Harvard Yard\nconst LANDMARKS = [\n{\nname: 'Harvard Yard',\nlat: 42.373911,\nlng: -71.117727,\ndescription: 'Welcome to Harvard Yard, the historic heart and oldest part of Harvard University!',\nimage: 'harvard_yard_overall'\n},\n{\nname: 'Tercentenary Theatre',\nlat: 42.374291,\nlng: -71.116306,\ndescription: 'The central grassy area in Harvard Yard',\nimage: 'tercentenary_theatre'\n},\n{\nname: 'Johnston Gate',\nlat: 42.374692,\nlng: -71.11857,\ndescription: 'The main entrance to Harvard Yard',\nimage: 'johnston_gate'\n},\n{\nname: 'Massachusetts Hall',\n… (567 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/75269c13/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:52:59.818510Z","finish_reason":null,"metrics":null},{"message_id":"7f783ef6-c168-4bf5-9979-c1ed47c7139f","node_id":68,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/blob/main/src/splat/middleware/__init__.py\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n    * [AI][34]\n    * [Software Development][35]\n    * [DevOps][36]\n    * [Security][37]\n    * [View all topics][38]\n  * EXPLORE BY TYPE\n    * [Customer stories][39]\n    * [Events & webinars][40]\n    * [Ebooks & reports][41]\n    * [Business insights][42]\n    * [GitHub Skills][43]\n  * SUPPORT & SERVICES\n    * [Documentation][44]\n    * [Customer support][45]\n    * [Community forum][46]\n    * [Trust center][47]\n    * [Partners][48]\n  [View all resources][49]\n* Open Source\n  * COMMUNITY\n    * [\n      GitHub SponsorsFund open source developers\n      ][50]\n  * PROGRAMS\n    * [Security Lab][51]\n    * [Maintainer Community][52]\n    * [Accelerator][53]\n    * [GitHub Stars][54]\n    * [Archive Program][55]\n  * REPOSITORIES\n    * [Topics][56]\n    * [Trending][57]\n    * [Collections][58]\n* Enterprise\n  * ENTERPRISE SOLUTIONS\n    * [\n      Enterprise platformAI-powered developer platform\n      ][59]\n  * AVAILABLE ADD-ONS\n    * [\n      GitHub Advanced SecurityEnterprise-grade security features\n      ][60]\n    * [\n      Copilot for BusinessEnterprise-grade AI features\n      ][61]\n    * [\n      Premium SupportEnterprise-grade 24/7 support\n      ][62]\n* [Pricing][63]\nSearch or jump to...\n\n# Search code, repositories, users, issues, pull requests...\n\nSearch\nClear\n[Search syntax tips][64]\n\n# Provide feedback\n\nWe read every piece of feedback, and take your input very seriously.\n\nInclude my email address so I can be contacted\nCancel Submit feedback\n\n# Saved searches\n\n## Use saved searches to filter your results more quickly\n\nName\nQuery\n\nTo see all available qualifiers, see our [documentation][65].\n\nCancel Create saved search\n[ Sign in ][66]\n[ Sign up ][67]\nAppearance settings\nResetting focus\nYou signed in with another tab or window. [Reload][68] to refresh your session. You signed out in\nanother tab or window. [Reload][69] to refresh your session. You switched accounts on another tab or\nwindow. [Reload][70] to refresh your session. Dismiss alert\n[ andreaslordos ][71] / ** [splat][72] ** Public\n* [ Notifications ][73] You must be signed in to change notification settings\n* [ Fork 0 ][74]\n* [ Star 0 ][75]\n* [ Code ][76]\n* [ Issues 0 ][77]\n* [ Pull requests 0 ][78]\n* [ Actions ][79]\n* [ Projects ][80]\n* [ Security and quality 0 ][81]\n* [ Insights ][82]\nAdditional navigation options\n* [ Code ][83]\n* [ Issues ][84]\n* [ Pull requests ][85]\n* [ Actions ][86]\n* [ Projects ][87]\n* [ Security and quality ][88]\n* [ Insights ][89]\n\n## FilesExpand file tree\n\nmain\n\n## Breadcrumbs\n1. [splat][90]\n2. /[src][91]\n3. /[splat][92]\n4. /[middleware][93]\n\n/\n\n# __init__.py\n\nCopy path\nBlameMore file actions\nBlameMore file actions\n\n## Latest commit\n\n## History\n\n[History][94]\n[][95]History\n1 lines (1 loc) · 42 Bytes\n main\n\n## Breadcrumbs\n1. [splat][96]\n2. /[src][97]\n3. /[splat][98]\n4. /[middleware][99]\n\n/\n\n# __init__.py\n\nCopy path\nTop\n\n## File metadata and controls\n* Code\n* Blame\n\n1 lines (1 loc) · 42 Bytes\n[Raw][100]\nCopy raw file\nDownload raw file\nOpen symbols panel\nEdit and raw actions\n1\n\"\"\"Web framework middleware for Splat.\"\"\"\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][101]\n* [Privacy][102]\n* [Security][103]\n* [Status][104]\n* [Community][105]\n* [Docs][106]\n* [Contact][107]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%2\nFmiddleware%2F__init__.py\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[66]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Fblob%2Fmain%2Fsrc%2Fsplat%\n2Fmiddleware%2F__init__.py\n[67]: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3\nE%2Fblob%2Fshow&source=header-repo&source_repo=andreaslordos%2Fsplat\n[68]: \n[69]: \n[70]: \n[71]: /andreaslordos\n[72]: /andreaslordos/splat\n[73]: /login?return_to=%2Fandreaslordos%2Fsplat\n[74]: /login?return_to=%2Fandreaslordos%2Fsplat\n[75]: /login?return_to=%2Fandreaslordos%2Fsplat\n[76]: /andreaslordos/splat\n[77]: /andreaslordos/splat/issues\n[78]: /andreaslordos/splat/pulls\n[79]: /andreaslordos/splat/actions\n[80]: /andreaslordos/splat/projects\n[81]: /andreaslordos/splat/security\n[82]: /andreaslordos/splat/pulse\n[83]: /andreaslordos/splat\n[84]: /andreaslordos/splat/issues\n[85]: /andreaslordos/splat/pulls\n[86]: /andreaslordos/splat/actions\n[87]: /andreaslordos/splat/projects\n[88]: /andreaslordos/splat/security\n[89]: /andreaslordos/splat/pulse\n[90]: /andreaslordos/splat/tree/main\n[91]: /andreaslordos/splat/tree/main/src\n[92]: /andreaslordos/splat/tree/main/src/splat\n[93]: /andreaslordos/splat/tree/main/src/splat/middleware\n[94]: /andreaslordos/splat/commits/main/src/splat/middleware/__init__.py\n[95]: /andreaslordos/splat/commits/main/src/splat/middleware/__init__.py\n[96]: /andreaslordos/splat/tree/main\n[97]: /andreaslordos/splat/tree/main/src\n[98]: /andreaslordos/splat/tree/main/src/splat\n[99]: /andreaslordos/splat/tree/main/src/splat/middleware\n[100]: https://github.com/andreaslordos/splat/raw/refs/heads/main/src/splat/middleware/__init__.py\n[101]: https://docs.github.com/site-policy/github-terms/github-terms-of-service\n[102]: https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\n[103]: https://github.com/security\n[104]: https://www.githubstatus.com/\n[105]: https://github.community/\n[106]: https://docs.github.com/\n[107]: https://support.github.com?tags=dotcom-footer\n","created_at":"2026-07-03T10:52:59.818516Z","finish_reason":null,"metrics":null},{"message_id":"76785487-f631-4948-988d-19570d365f91","node_id":69,"role":"tool","content":"HTTP request failed with status: 404","created_at":"2026-07-03T10:52:59.818518Z","finish_reason":null,"metrics":null},{"message_id":"841416c9-cdb0-43cd-8b70-c52db5088139","node_id":71,"role":"assistant","content":"None","tool_calls":[{"id":"64fab9399","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/splat/tree/main/src/splat/middleware"}},{"id":"2538bdc6a","name":"webfetch","arguments":{"url":"https://github.com/andreaslordos/forgotten-realms/blob/main/backend/CLAUDE.md"}}],"thinking":"Let me look at one more file for Splat to understand the middleware implementation better, and maybe look at a specific middleware file.","created_at":"2026-07-03T10:53:01.719114Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1621,"total_time_ms":1899,"input_tokens":7055,"output_tokens":87,"cache_read_tokens":65792,"cache_creation_tokens":null,"tpot_ms":3.1954022988505746,"tokens_per_sec":312.9496402877698}},{"message_id":"f05b79c4-162b-4a58-95b7-92c9b51d8387","node_id":72,"role":"tool","content":"# Web Content from https://github.com/andreaslordos/splat/tree/main/src/splat/middleware\n\n[Skip to content][1]\n\n## Navigation Menu\n\nToggle navigation\n[ Sign in ][2]\nAppearance settings\n* Platform\n  * AI CODE CREATION\n    * [\n      GitHub CopilotWrite better code with AI\n      ][3]\n    * [\n      GitHub Copilot appDirect agents from issue to merge\n      ][4]\n    * [\n      MCP Registry^{New}Integrate external tools\n      ][5]\n  * DEVELOPER WORKFLOWS\n    * [\n      ActionsAutomate any workflow\n      ][6]\n    * [\n      CodespacesInstant dev environments\n      ][7]\n    * [\n      IssuesPlan and track work\n      ][8]\n    * [\n      Code ReviewManage code changes\n      ][9]\n  * APPLICATION SECURITY\n    * [\n      GitHub Advanced SecurityFind and fix vulnerabilities\n      ][10]\n    * [\n      Code securitySecure your code as you build\n      ][11]\n    * [\n      Secret protectionStop leaks before they start\n      ][12]\n  * EXPLORE\n    * [Why GitHub][13]\n    * [Documentation][14]\n    * [Blog][15]\n    * [Changelog][16]\n    * [Marketplace][17]\n  [View all features][18]\n* Solutions\n  * BY COMPANY SIZE\n    * [Enterprises][19]\n    * [Small and medium teams][20]\n    * [Startups][21]\n    * [Nonprofits][22]\n  * BY USE CASE\n    * [App Modernization][23]\n    * [DevSecOps][24]\n    * [DevOps][25]\n    * [CI/CD][26]\n    * [View all use cases][27]\n  * BY INDUSTRY\n    * [Healthcare][28]\n    * [Financial services][29]\n    * [Manufacturing][30]\n    * [Government][31]\n    * [View all industries][32]\n  [View all solutions][33]\n* Resources\n  * EXPLORE BY TOPIC\n   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[splat][90]\n2. /[src][91]\n3. /[splat][92]\n\n/\n\n# middleware\n\n/\nCopy path\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Directory actions\n\n## More options\n\nMore options\n\n## Latest commit\n\n## History\n\n[History][93]\n[][94]History\n main\n\n## Breadcrumbs\n1. [splat][95]\n2. /[src][96]\n3. /[splat][97]\n\n/\n\n# middleware\n\n/\nCopy path\nTop\n\n## Folders and files\n\n────────────────┬────────────────┬───────────────────┬────────────────\nName            │Name            │Last commit message│Last commit date\n────────────────┴────────────────┴───────────────────┴────────────────\n### parent directory             \n                                 \n[                                \n..                               \n][98]                            \n────────────────┬────────────────┬───────────────────┬────────────────\n[__init__.py][99│[__init__.py][10│                   │                \n]               │0]              │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[django.py][101]│[django.py][102]│                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[fastapi.py][103│[fastapi.py][104│                   │                \n]               │]               │                   │                \n────────────────┼────────────────┼───────────────────┼────────────────\n[flask.py][105] │[flask.py][106] │                   │                \n────────────────┴────────────────┴───────────────────┴────────────────\nView all files                   \n─────────────────────────────────\n\n## Footer\n\n© 2026 GitHub, Inc.\n\n### Footer navigation\n* [Terms][107]\n* [Privacy][108]\n* [Security][109]\n* [Status][110]\n* [Community][111]\n* [Docs][112]\n* [Contact][113]\n* Manage cookies\n* Do not share my personal information\n\nYou can’t perform that action at this time.\n\n[1]: #start-of-content\n[2]: /login?return_to=https%3A%2F%2Fgithub.com%2Fandreaslordos%2Fsplat%2Ftree%2Fmain%2Fsrc%2Fsplat%2\nFmiddleware\n[3]: https://github.com/features/copilot\n[4]: https://github.com/features/ai/github-app\n[5]: https://github.com/mcp\n[6]: https://github.com/features/actions\n[7]: https://github.com/features/codespaces\n[8]: https://github.com/features/issues\n[9]: https://github.com/features/code-review\n[10]: https://github.com/security/advanced-security\n[11]: https://github.com/security/advanced-security/code-security\n[12]: https://github.com/security/advanced-security/secret-protection\n[13]: https://github.com/why-github\n[14]: https://docs.github.com\n[15]: https://github.blog\n[16]: https://github.blog/changelog\n[17]: https://github.com/marketplace\n[18]: https://github.com/features\n[19]: https://github.com/enterprise\n[20]: https://github.com/team\n[21]: https://github.com/enterprise/startups\n[22]: https://github.com/solutions/industry/nonprofits\n[23]: https://github.com/solutions/use-case/app-modernization\n[24]: https://github.com/solutions/use-case/devsecops\n[25]: https://github.com/solutions/use-case/devops\n[26]: https://github.com/solutions/use-case/ci-cd\n[27]: https://github.com/solutions/use-case\n[28]: https://github.com/solutions/industry/healthcare\n[29]: https://github.com/solutions/industry/financial-services\n[30]: https://github.com/solutions/industry/manufacturing\n[31]: https://github.com/solutions/industry/government\n[32]: https://github.com/solutions/industry\n[33]: https://github.com/solutions\n[34]: https://github.com/resources/articles?topic=ai\n[35]: https://github.com/resources/articles?topic=software-development\n[36]: https://github.com/resources/articles?topic=devops\n[37]: https://github.com/resources/articles?topic=security\n[38]: https://github.com/resources/articles\n[39]: https://github.com/customer-stories\n[40]: https://github.com/resources/events\n[41]: https://github.com/resources/whitepapers\n[42]: https://github.com/solutions/executive-insights\n[43]: https://skills.github.com\n[44]: https://docs.github.com\n[45]: https://support.github.com\n[46]: https://github.com/orgs/community/discussions\n[47]: https://github.com/trust-center\n[48]: https://github.com/partners\n[49]: https://github.com/resources\n[50]: https://github.com/sponsors\n[51]: https://securitylab.github.com\n[52]: https://maintainers.github.com\n[53]: https://github.com/accelerator\n[54]: https://stars.github.com\n[55]: https://archiveprogram.github.com\n[56]: https://github.com/topics\n[57]: https://github.com/trending\n[58]: https://github.com/collections\n[59]: https://github.com/enterprise\n[60]: https://github.com/security/advanced-security\n[61]: https://github.com/features/copilot/copilot-business\n[62]: https://github.com/premium-support\n[63]: https://github.com/pricing\n[64]: https://docs.github.com/search-github/github-code-search/understanding-github-code-search-synt\nax\n[65]: https://docs.github.com/search-github/github-code-search/understanding-gi… (21 chars truncated)\n… (51 lines truncated)\n<truncation_notice>\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/46c87a1b/content.txt\n</truncation_notice>","created_at":"2026-07-03T10:53:03.203660Z","finish_reason":null,"metrics":null},{"message_id":"c4bd94ed-6d3c-407b-bca4-237b62c162cd","node_id":73,"role":"tool","content":"HTTP request failed with status: 404","created_at":"2026-07-03T10:53:03.203671Z","finish_reason":null,"metrics":null},{"message_id":"0f5df418-6087-40e6-b8b6-208067c14bf5","node_id":75,"role":"assistant","content":"Now I have a much better understanding after reading the actual source code. Here are detailed summaries:\n\n## **Polaris** - Harvard Campus Guide\nA location-based campus guide application specifically for Harvard Yard. Built with Next.js, TypeScript, and React-Leaflet:\n- **Core functionality**: Interactive map of Harvard Yard with custom markers for landmarks (Tercentenary Theatre, Johnston Gate, Massachusetts Hall, etc.)\n- **Features**: \n  - Custom image markers with thumbnail previews\n  - Location-based discovery mechanics (150m discovery radius, 50m interaction radius)\n  - Gamification with blur/opacity effects based on proximity\n  - User location tracking with blue dot marker\n  - ChatView and IntroModal components\n  - Custom tile layer with caching for offline map tiles\n- **Tech stack**: Next.js, TypeScript, Leaflet maps, Tailwind CSS\n- **Deployed at**: polaris.lordos.tech\n\n## **Forgotten Realms** - AI-Powered MUD (Multi-User Dungeon)\nA sophisticated text-based MMORPG that generates content dynamically using AI:\n- **Architecture**: Python backend with Socket.IO for real-time communication, React frontend\n- **Key components**:\n  - `socket_server.py`: Main server with SSL support, admin routes, background tick service\n  - World generation system with AI-generated rooms, NPCs, items, and puzzles\n  - Player management with authentication, character creation, and inventory\n  - Mob (monster) system with definitions and AI behavior\n  - Weekly world resets with persistent village state\n- **Development rigor**: 80% test coverage requirements, pre-commit hooks (Black, Ruff, mypy), comprehensive test suite\n- **Features**: PvP combat, exploration, puzzle-solving with treasure rewards, internally consistent AI-generated content\n\n## **Splat** - Automated Bug Fixing Tool\nA Python package that automatically catches web app crashes and creates GitHub issues that trigger AI-powered fix PRs:\n- **Core workflow**: \n  1. Middleware catches runtime exceptions in Flask/FastAPI/Django apps\n  2. Automatically creates GitHub issues with error details and tracebacks\n  3. GitHub Action triggers Claude Code to analyze and generate fix PRs\n- **Structure**: \n  - `cli/`: Command-line interface (`splat init` wizard)\n  - `middleware/`: Framework-specific middleware (Flask, FastAPI, Django)\n  - `core/`: Core functionality\n  - `templates/`: GitHub Action templates\n- **Value proposition**: \"Set it up once, and bugs fix themselves\" - automated crash-to-fix pipeline\n- **Available on PyPI**: `py-splat`\n\n## **Eldrow** - Wordle Reverse Solver\nA Wordle analysis tool that works backwards from game results:\n- **Core functionality**: Given Wordle game results (colored tiles), determines possible answer words and optimal guess chains\n- **Features**:\n  - Interactive 6x5 grid to input Wordle game states\n  - Progress mode validation (none/hard/strict modes matching Wordle's difficulty settings)\n  - Chain calculation showing optimal guess sequences\n  - Pattern encoding using ternary (trit) system for Wordle's 3-color feedback\n  - Support for partial patterns with wildcards\n- **Algorithm**: `WordleReverser` class with constraint satisfaction, frequency analysis, and chain optimization\n- **Tech stack**: Next.js, TypeScript, client-side word processing with answer/valid word lists\n\nAll four projects demonstrate sophisticated software engineering with modern tech stacks, testing practices, and creative applications of AI/location technologies.","tool_calls":[],"thinking":"Now I have a much better understanding of these projects from reading the actual code. Let me provide a detailed summary of each.","created_at":"2026-07-03T10:53:07.739444Z","finish_reason":"stop","metrics":{"ttft_ms":2304,"total_time_ms":4532,"input_tokens":2573,"output_tokens":770,"cache_read_tokens":72832,"cache_creation_tokens":null,"tpot_ms":2.8935064935064934,"tokens_per_sec":345.60143626570914}}]}