Use Cartographing Kittens MCP tools for structural codebase intelligence — dependency mapping, impact analysis, code exploration, refactoring planning, and semantic search via LLM-annotated summaries. Trigger this skill whenever the user asks about codebase structure, what depends on something, what a module contains, how files relate, impact of a change, dependency graphs, or anything that benefits from understanding code relationships rather than just text search. Also use when the user asks to explore, navigate, understand, or analyze a codebase — even informally like "what's in this project?" or "how is this organized?". Cartographing Kittens parses code with tree-sitter, stores relationships in a SQLite graph, and supports agent-driven annotation. Prefer Cartographing Kittens over grep/glob for structural and relational questions. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
EnglishInstall generated Cartographing Kittens agents, skills, and prompt commands into a selected Codex configuration path.
EnglishFull autonomous engineering workflow — plan, work, review with Cartographing Kittens-first inline-first orchestration. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
EnglishCreate technical implementation plans using Cartographing Kittens research agent swarms for deep codebase understanding. Use when the user says "plan this", "create a plan", "how should we build this", or after brainstorming to turn requirements into an actionable plan. Uses inline-first research and optional delegation for comprehensive analysis. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
EnglishStructured code review using Cartographing Kittens-powered reviewer agent swarms. Use when the user says "review this", "check my code", "code review", or before creating a PR. Uses inline-first structural review with optional reviewer delegation, merges findings, and optionally applies safe fixes. Supports modes: interactive (default), autofix (mode:autofix), report-only (mode:report-only). Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
EnglishExecute implementation plans with Cartographing Kittens-first worker swarms. Use when the user says "build this", "implement", "execute the plan", "start working", or after planning. Each worker agent uses Cartographing Kittens to understand code before implementing. Supports inline execution by default with optional serial or parallel delegation when the runtime supports it. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
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AGENT SKILLS ATLASIncludes Kitty Install Codex, Kitty Plan, Kitty Review, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Kitty
Use Cartographing Kittens MCP tools for structural codebase intelligence — dependency mapping, impact analysis, code exploration, refactoring planning, and semantic search via LLM-annotated summaries. Trigger this skill whenever the user asks about codebase structure, what depends on something, what a module contains, how files relate, impact of a change, dependency graphs, or anything that benefits from understanding code relationships rather than just text search. Also use when the user asks to explore, navigate, understand, or analyze a codebase — even informally like "what's in this project?" or "how is this organized?". Cartographing Kittens parses code with tree-sitter, stores relationships in a SQLite graph, and supports agent-driven annotation. Prefer Cartographing Kittens over grep/glob for structural and relational questions. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
Kitty Install Codex
Install generated Cartographing Kittens agents, skills, and prompt commands into a selected Codex configuration path.
Kitty Lfg
Full autonomous engineering workflow — plan, work, review with Cartographing Kittens-first inline-first orchestration. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
Kitty Plan
Create technical implementation plans using Cartographing Kittens research agent swarms for deep codebase understanding. Use when the user says "plan this", "create a plan", "how should we build this", or after brainstorming to turn requirements into an actionable plan. Uses inline-first research and optional delegation for comprehensive analysis. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
Kitty Review
Structured code review using Cartographing Kittens-powered reviewer agent swarms. Use when the user says "review this", "check my code", "code review", or before creating a PR. Uses inline-first structural review with optional reviewer delegation, merges findings, and optionally applies safe fixes. Supports modes: interactive (default), autofix (mode:autofix), report-only (mode:report-only). Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
Kitty Work
Execute implementation plans with Cartographing Kittens-first worker swarms. Use when the user says "build this", "implement", "execute the plan", "start working", or after planning. Each worker agent uses Cartographing Kittens to understand code before implementing. Supports inline execution by default with optional serial or parallel delegation when the runtime supports it. Requires the Cartographing Kittens MCP server (uvx cartographing-kittens).
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Kitty skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.