auto-claude
Autonomous multi-agent coding with git worktree isolation, QA validation, and memory. Use for complex features requiring autonomous implementation.
npx skills add majiayu000/claude-skill-registry --skill auto-claude --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Auto-Claude: Autonomous Coding Framework Autonomous multi-agent system for complex feature implementation with QA validation. ## When to Use ✅ **Use Auto-Claude for:** - **Complexity 3-4** - Well-defined features, multiple files - Established codebases with clear patterns - Repetitive tasks (CRUD, forms, API endpoints, auth flows) - When you prefer review-at-end vs step-by-step - Features requiring iterative refinement with QA validation ❌ **Don't use Auto-Claude for:** - **Complexity 1-2** - Use manual `/start-task` instead - **Complexity 5+** - Use `/gsd:new-project` instead - Greenfield projects (no existing codebase patterns) - Exploratory/research tasks (unclear requirements) - Simple typo fixes or config changes - Tasks requiring human decision-making during implementation **Quick Guide:** - Complexity 1-2 → Manual implementation - Complexity 3-4 → **Auto-Claude** (autonomous) - Complexity 5+ → GSD (multi-phase) ## Core Capabilities 1. **Codebase Analysis** - Generates semantic baseline 2. **Spec Generation** - Creates detailed implementation plan 3. **Autonomous Implementation** - Multi-agent coordination 4. **Git Worktree Isolation** - Safe development in separate worktre
- When to Use
- Core Capabilities
- Workflow
- Integration with Existing Workflows
- Configuration
- Trade-offs
- Examples
- Typical Timeline
- Related
- Documentation
From project directory:
What does the auto-claude skill do?
Autonomous multi-agent coding with git worktree isolation, QA validation, and memory. Use for complex features requiring autonomous implementation.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill auto-claude --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.