compound-engineering-amp

This skill should be used when transforming feature descriptions, bug reports, or improvement ideas into well-structured project plans following project conventions and best practices.

This skill should be used when building AI agents using prompt-native architecture where features are defined in prompts, not code. Use it when creating autonomous agents, designing MCP servers, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy.

Capture solved problems as categorized documentation with YAML frontmatter for fast lookup

This skill provides expert guidance for creating, writing, building, and refining Claude Code Skills. It should be used when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.

This skill should be used when performing exhaustive code reviews using multi-agent analysis, ultra-thinking, and Git worktrees for deep local inspection. It applies to PR reviews, branch comparisons, and comprehensive code quality assessments.

This skill should be used when executing work plans, specifications, or todo files systematically while maintaining quality and shipping complete features.