From Idea To Documented Codebase
Two Claude Code skills for the full lifecycle: idea to documented codebase. Start with ai-ba - describe system in plain words, get a complete tech spec: inputs, processing logic, API integrations, error handling, acceptance criteria. No questions, no gaps - hand it to an agent or developer. When code is ready, run update-docs - it scans scripts, generates per-file docs, setup guide, updates README, and flags hardcoded secrets, broken imports with fixes. Spec → Build → Document.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
2 skills
Converts rough or incomplete system ideas into structured technical specifications suitable for demos, MVPs, and AI-assisted implementation. Produces a consistent Markdown document covering system inputs, core logic, integrations, outputs, edge cases, and implementation requirements — helping move from concept to code generation faster, without lengthy clarification cycles.
Scans project folder (local or GitHub repo) for source code. Auto-generates/updates per-file docs, a setup guide with dependencies and credentials, and a README with script index. Runs security and health audit - finds hardcoded API keys, tracked credentials, missing .gitignore coverage, broken imports, and TODOs - writes actionable issues.md. Supports three modes: local scan, GitHub URL clone-and-document, and --check freshness report (read-only). Updates the docs iif update is needed.
See it in action
Business Analyst For Coding Agents
Example session with this skill installed
/ai-ba So, I have this idea. I need a Telegram bot to download music, so I can send it an artist. If I send it an artist, it sends me the top 10 tracks and downloads them. Or if I just tell it an artist without the top 10, it should send me a list of all their tracks so I can choose which ones to download, click on them, and it will, basically, make the final selection for me, and upload it to Telegram. And also write instructions on how to deploy all this.
- Read your context and instructions
- Compiled the business analyst
- Generated the UI component
full output on github: https://github.com/useitforgood/pb/blob/main/ai-ba/tspec-telegram-music-bot.md
ai-ba.tsx
TSX · React component
Example file from a real run - the skill writes it into your workspace.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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