Browse published AI skills maintained by MacroMan5. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
27Repository stars across indexed skills
48Repository forks
6Average repository stars per indexed skill
2Repository stars may repeat across skills from the same repository.
Transforms project ideas into structured documentation (overview + specifications). Use when starting new projects or when brief needs project-level planning with vision, features, and technical requirements.
Automatically synchronize project documentation when major changes occur (new tech, architecture changes, requirements shifts). Detects significant updates and propagates changes across TECH-STACK.md, ARCHITECT...
Design complete technology stack and system architecture from project requirements - generates TECH-STACK.md with frontend/backend/database/DevOps choices plus rationale, and ARCHITECTURE.md with components, da...
Automatically selects the best specialized agent based on user prompt keywords and task type. Use when routing work to coder, tester, reviewer, research, refactor, documentation, or cleanup agents.
Enforce RED→GREEN→REFACTOR micro-cycles and keep diffs minimal
Keep changes narrowly scoped with a tiny patch plan and stop criteria
Detects backward-incompatible changes to public APIs, function signatures, endpoints, and data schemas before they break production. Suggests migration paths.
Request and process code review efficiently with a simple rubric and patch plan
Detects performance anti-patterns like N+1 queries, nested loops, large file operations, and inefficient algorithms. Suggests fast fixes before issues reach production.
Split features into atomic 2–4h tasks with independent tests and minimal dependencies
Structured ideation for options, trade-offs, and a clear decision
Build a compact, high-signal context brief (files, symbols, recent commits) instead of pasting large code blocks
Create or update GitHub issue for the story and sub-issues for tasks
Use Git worktrees to isolate tasks and keep diffs small and parallelizable
Turn vague Acceptance Criteria into measurable checks and test assertions
Evaluates and implements regression tests after bug fixes based on severity, code complexity, and coverage. Use when bugs are fixed to prevent future regressions.
Automatically choose the best output style (tables, bullets, YAML, HTML, concise) to improve scanability and save tokens
Evaluates if error handling is sufficient for new code - checks try-catch coverage, logging, user messages, retry logic. Focuses on external calls and user-facing code.
Triggers for authentication, payments, user input, and API endpoints to check OWASP risks. Auto-evaluates security need and provides actionable fixes, not checklists.
Ensure Acceptance Criteria map to Tasks and Tests for PR-per-story workflow
Persistent memory graph skill using the MCP Memory server
Workflow builder for Power Automate, n8n, Make, Zapier and other platforms. Generates complete, production-ready workflow JSON from implementation plans or requirements. Uses flow-builder sub-agent to create va...
Fast automation platform error resolver for Power Automate, n8n, Make, Zapier and other platforms. Handles common patterns like 401/403 auth errors, 429 throttling, and data format issues. Provides immediate fi...
Expert automation workflow refactoring tool for Power Automate, n8n, Make, Zapier and other platforms. Optimizes existing flows by improving performance, reliability, maintainability, and best practices complia...
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.