Browse published AI skills maintained by ryanthedev. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
14Repository stars across indexed skills
836Repository forks
48Average repository stars per indexed skill
60Repository stars may repeat across skills from the same repository.
Execute quality checklists (112+ items) for code review, testing strategy, and debugging. CHECKER mode audits QA practices with evidence tables. APPLIER mode generates test cases (5:1 dirty ratio), runs Scienti...
Guide safe refactoring with research-backed discipline and small-change rigor. Produce refactoring approach, step sequence, and risk assessment. Use when modifying existing code, improving structure without cha...
Classify code tasks and execute task-specific checklists with quality gates. Route to WRITE, DEBUG, REVIEW, OPTIMIZE, REFACTOR, SIMPLIFY, or SECURE workflows, each invoking relevant CC and APOSD skills. Produce...
Configure tree-sitter CLI and language grammars for AST-powered code review. Use when AST extraction fails, tree-sitter not found, grammars missing, or setting up new machine. Triggers on: setup tree-sitter, in...
Optimize performance through mandatory measure-first workflow with 3 stages: MEASURE (gate) -> FUNDAMENTAL FIX -> CRITICAL PATH REDESIGN. Use when code is too slow, laggy, hangs, doesn't scale, has timeouts, OO...
Brainstorm and plan features through codebase search, technology research, and 2-3 approach comparison before producing implementation-ready plans. Use when starting features, designing solutions, or planning c...
Use when ANY planning, scoping, or design work is needed BEFORE implementation. Invoke when user asks to "build", "create", "implement", "add feature", "design", or describes desired functionality. CRITICAL - t...
CRITICAL - Invoke FIRST before ANY Task tool call. This skill gates all agent dispatch. If you are about to use Task tool, STOP and invoke this skill. Enforces oberprompt principles. Triggers on "Task tool", "l...
Meta-skill for creating production-quality skills. Use when user wants to create a new skill, convert workflows into skills, or build multi-skill systems with routing. Triggers on "create skill", "build skill",...
Execute approved plans using subagent orchestration. Use after oberplan produces a plan and user approves. Maintains a persistent execution checklist file that tracks all actions. Dispatches agents for each pha...
MUST use before writing ANY prompt for Task tool, subagents, or agent dispatch. Use when writing prompts, system messages, agent instructions, hooks, or skills. Use when prompts produce inconsistent results, wr...
Quick hack mode for small features. Mini planning in-memory, then direct subagent execution. No plan files, no checklists, no checkpoints - just understand, dispatch, done. Use when user says "quick hack", "jus...
Multi-dimensional web search orchestrator. Use when the user needs comprehensive web research that would benefit from parallel searches across different angles. Dispatches multiple fast subagents (haiku) to sea...
Use when encountering ANY bug, error, unexpected behavior, test failure, crash, wrong output, missing output, flaky behavior, race condition, regression, "it doesn't work", "something's wrong", "not working as...
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.