Automates structured software development cycles through composable Plan, Build, Review, and Fix stages.
The start-adw skill introduces a robust AI Developer Workflow (ADW) framework for Claude, enabling autonomous task execution through a series of modular, standardized steps. It manages the entire lifecycle of a code change—from generating detailed technical specifications and executing builds with consistent commit prefixes to conducting structured reviews and running automated self-healing fix loops. This skill is essential for developers who want to move beyond simple prompts toward a predictable, high-quality engineering process that ensures every AI-generated change is planned, verified, and documented.
Key Features
01Standardized commit message prefixes for clean, trackable repository history
02Flexible workflow types including Plan-Build and full Plan-Build-Review-Fix cycles
03Automated generation of unique ADW IDs and standardized markdown specifications
04Structured review reports with categorized severity levels and pass/fail status
0538 GitHub stars
06Self-healing fix loops with configurable attempt limits and escalation logic
Use Cases
01Executing high-confidence tasks using a rapid Plan-Build workflow
02Implementing complex features that require automated quality gates and structured reviews
03Autonomous bug fixing where the agent iterates on solutions until all review criteria are met
