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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Plan-Apply-Unify Loop — Structured AI-assisted development for Claude Code. Quality over speed-for-speed's-sake.
| Date | Stars |
|---|---|
| 2026-07-24 | 1141 |
| 2026-07-25 | 1143 |
| 2026-07-28 | 1147 |
| 2026-07-30 | 1147 |
| 2026-07-31 | 1151 |
| 2026-08-06 | 1151 |
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<div align="center"> # PAUL **Plan-Apply-Unify Loop** — Structured AI-assisted development for Claude Code. [](https://www.npmjs.com/package/paul-framework) [](LICENSE) [](https://github.com/ChristopherKahler/paul) <br> ```bash npx paul-framework ``` **Works on Mac, Windows, and Linux.** <br>  <br> *"Quality over speed-for-speed's-sake. In-session context over subagent sprawl."* <br> [Why PAUL](#why-paul) · [Getting Started](#getting-started) · [The Loop](#the-loop) · [Commands](#commands) · [How It Works](#how-it-works) </div> --- ## Why PAUL I build with Claude Code every day. It's incredibly powerful — when you give it the right context. The problem? **Context rot.** As your session fills up, quality degrades. Subagents spawn with fresh context but return ~70% quality work that needs cleanup. Plans get created but never closed. State drifts. You end up debugging AI output instead of shipping features. PAUL fixes this with three principles: 1. **Loop integrity** — Every plan closes with UNIFY. No orphan plans. UNIFY reconciles what was planned vs what happened, updates state, logs decisions. This is the heartbeat. 2. **In-session context** — Subagents are expensive and produce lower quality for implementation work. PAUL keeps development in-session with properly managed context. Subagents are reserved for discovery and research — their job IS to gather context. 3. **Acceptance-driven development** — Acceptance criteria are first-class citizens, not afterthoughts. Define done before starting. Every task references its AC. BDD format: `Given [precondition] / When [action] / Then [outcome]`. The complexity is in the system, not your workflow. Behind the scenes: structured state management, XML task formatting, loop enforcement. What you see: a few commands that keep you on track. --- ## Who This Is For **Builders who use AI to ship** — software, campaigns, workflows, automations, anything that benefits from structured execution. PAUL isn't just for code. It manages marketing campaigns, funnel builds, email sequences, and automation workflows with the same rigor it brings to software development. You describe what you want, Claude Code builds it, and PAUL ensures: - **Init gathers real requirements** — type-adapted walkthrough produces a populated project brief, not empty placeholders - Plans have clear acceptance criteria - **Every task is qualified against the spec** — not just executed and assumed correct - Execution stays bounded with explicit scope control - Every unit of work gets closed properly - State persists across sessions - Decisions are logged for future reference No sprint ceremonies. No story points. No enterprise theater. Just a system that keeps AI-assisted development reliable. --- ## Getting Started ```bash npx paul-framework ``` The installer prompts you to choose: 1. **Location** — Global (all projects) or local (current project only) Verify with `/paul:help` inside Claude Code. ### Quick Workflow ```bash # 1. Initialize PAUL in your project # Walks through type-adapted requirements (app, campaign, workflow) # Produces a populated PROJECT.md — not empty placeholders /paul:init # 2. Create a plan for your work # Auto-detects scope: quick-fix, standard, or complex # Validates coherence against project context before approval /paul:plan # 3. Execute the approved plan # Each task goes through Execute/Qualify loop # Escalation statuses: DONE, DONE_WITH_CONCERNS, NEEDS_CONTEXT, BLOCKED /paul:apply # 4. Close the loop (required!) /paul:unify # 5. Check progress anytime /paul:progress ``` ### Staying Updated ```ba
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