autonomous-development
Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management
npx skills add majiayu000/claude-skill-registry --skill autonomous-development --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.
## Overview The Autonomous Development skill provides comprehensive strategies, patterns, and best practices for managing full development lifecycles autonomously - from user requirements to production-ready implementation with minimal human intervention. ## When to Apply Use Autonomous Development strategies when: - Implementing features from high-level requirements - Managing complex multi-phase development projects - Need to maintain quality while developing autonomously - Implementing with continuous testing and validation - Debugging and fixing issues automatically - Ensuring parameter consistency and type safety ## Milestone Planning Strategies ### Requirements Decomposition **Pattern: Feature-to-Milestone Mapping** ``` User Requirement → Feature Breakdown → Milestone Plan Example: "Add MQTT broker with certificate support" Decomposition: 1. Dependencies & Configuration (Simple) - Install required libraries - Create configuration module - Time: 10-15 minutes 2. Core Functionality (Medium) - Implement main feature logic - Add error handling - Time: 20-30 minutes 3. Integration & Testing (Medium) - Write unit tests - Write integration tests - Time: 15-25 minutes 4. Documentatio
- Overview
- When to Apply
- Milestone Planning Strategies
- Requirements Decomposition
- Milestone Sequencing
- Incremental Development Patterns
- Commit-Per-Milestone Strategy
- Progressive Enhancement Pattern
- Auto-Debugging Strategies
- Error Classification System
- Debug Loop Pattern
- Common Fix Patterns
- Parameter Consistency Validation
- Cross-File Parameter Validation
What does the autonomous-development skill do?
Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill autonomous-development --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.