GitHub
cancel-loop
Cancel the active Ralph implementation loop. Use when you want to stop the iterative process.
☆ 20View skill
Z-M-Huang AI Skills
GitHub ↗Browse published AI skills maintained by Z-M-Huang. Compare skill descriptions and follow each source repository for setup instructions.
Author statistics
Indexed skills
15Repository stars across indexed skills
196Repository forks
62Average repository stars per indexed skill
13Repository stars may repeat across skills from the same repository.
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GitHub
user-story
Gather and clarify requirements before autonomous pipeline execution. Interactive phase for user input.
☆ 16View skill
GitHub
review-opus
Deep code/plan review for architecture, subtle bugs, and test quality. Use after sonnet review for thorough analysis.
☆ 16View skill
GitHub
multi-ai
Start the multi-AI pipeline with TDD-driven ralph loop. Plan → Review → Implement (loop until tests pass + reviews approve).
☆ 16View skill
GitHub
implement-sonnet
Implement code using sonnet model with full main context access
☆ 16View skill
GitHub
review-sonnet
Fast code/plan review for quality, security, and tests. Use for quick reviews before deeper analysis.
☆ 16View skill
GitHub
review-codex
Final code/plan review using Codex. Use as the last review step after sonnet and opus.
☆ 16View skill
GitHub
mem-status
Show memory system status and tracked projects. Use to check memory system health and list projects.
☆ 10View skill
GitHub
mem-repair
Repair common issues with the memory system. Cleans up orphan temp files, stale sessions, lock files, and old logs.
☆ 10View skill
GitHub
mem-consolidate
Two-phase cleanup - normalize long filenames, then consolidate semantic duplicates using AI
☆ 10View skill
GitHub
mem-validate
AI-powered validation of knowledge notes against current codebase. Detects stale content by comparing documented knowledge with actual files.
☆ 10View skill
GitHub
mem-fix
Fix issues detected by mem-audit. Supports dry-run mode to preview changes before applying them.
☆ 10View skill
GitHub
mem-search
Search the Claude Code knowledge base for errors, solutions, decisions, and patterns. Use this to find information from your memory system.
☆ 10View skill
GitHub
mem-save
Explicitly save knowledge, patterns, decisions, or learnings to the knowledge base. Use when you want to document something for future reference.
☆ 10View skill
GitHub
mem-audit
Scan the knowledge base for structural issues like broken links, orphan notes, missing indexes, and optionally AI-powered content staleness detection.
☆ 10View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.