What problem does it solve?
Manual intervention in AI development workflows leads to inconsistencies, missed learning opportunities, and inefficient coordination. This skill provides an intelligent hook system that automates tasks like agent assignment, code formatting, state persistence, and continuous learning, streamlining AI-driven development.
Core Features & Use Cases
- Pre/Post Operation Hooks: Automate validation, preparation, formatting, and analysis before and after AI operations.
- Session Management: Persist session state, restore context, and generate summaries for continuity.
- Neural Training: Continuously learn from successful patterns to improve future AI performance.
- Use Case: When an AI agent modifies a file, a
post-edit hook can automatically format the code, validate its output, and store the changes in memory for future reference, ensuring consistent quality and continuous learning without manual oversight.
Quick Start
Initialize the hooks system and then use a pre-task hook to automatically spawn agents for "Implement user authentication".
npx claude-flow init --hooks
npx claude-flow hook pre-task --description "Implement user authentication"