Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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resonant-probe-deployment
Deploy resonant probes to test system response patterns.
majiayu000/claude-skill-registry 163
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code-data-analysis-scaffolds
Use when starting technical work requiring structured approach - writing tests before code (TDD), planning data exploration (EDA), designing statistical analysis, clarifying modeling objectives (causal vs predictive), or validating results. Invoke when user mentions "write tests for", "explore this dataset", "analyze", "model", "validate", or when technical work needs systematic scaffolding before execution.
majiayu000/claude-skill-registry 163
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quality
Run a comprehensive code quality review. Checks security, performance, maintainability, project conventions (CLAUDE.md), architecture, and testing. Runs rustfmt and bazel test. Use /quality to check code quality or validate before committing.
majiayu000/claude-skill-registry 163
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Methodology Bootstrapping
Apply Bootstrapped AI Methodology Engineering (BAIME) to develop project-specific methodologies through systematic Observe-Codify-Automate cycles with dual-layer value functions (instance quality + methodology quality). Use when creating testing strategies, CI/CD pipelines, error handling patterns, observability systems, or any reusable development methodology. Provides structured framework with convergence criteria, agent coordination, and empirical validation. Validated in 8 experiments with 100% success rate, 4.9 avg iterations, 10-50x speedup vs ad-hoc. Works for testing, CI/CD, error recovery, dependency management, documentation systems, knowledge transfer, technical debt, cross-cutting concerns.
majiayu000/claude-skill-registry 163
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initiative-overview-template
Generic cross-functional initiative template for creating strategic initiative overview skills. Auto-invoke when user requests initiative skill creation, cross-team coordination framework, or strategic program templates. Do NOT load during specific project work (use project-specific skills instead).
majiayu000/claude-skill-registry 163
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benchmarking
Performance benchmarking practices using pytest-benchmark. Activated when working with benchmarks, performance testing, or optimization.
majiayu000/claude-skill-registry 163
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discovery.tech_landscape
Assess technical patterns, integrations, and constraints in the domain to inform feasibility and strategy.
majiayu000/claude-skill-registry 163
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rulebook-mcp
MCP server integration for programmatic task and skill management. Use when managing tasks via MCP protocol, enabling/disabling skills programmatically, or integrating Rulebook with AI assistants through Model Context Protocol.
majiayu000/claude-skill-registry 163
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unity-scene-management-akiojin-unity-mcp-server-709669b8
majiayu000/claude-skill-registry 163
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brokle-testing
Use this skill when writing, reviewing, or improving tests for the Brokle platform. This includes creating service tests, domain tests, integration tests, or understanding what to test versus what to skip based on the pragmatic testing philosophy.
majiayu000/claude-skill-registry 163
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unittest-test-creator
Unittest Test Creator - Auto-activating skill for Test Automation.
Triggers on: unittest test creator, unittest test creator
Part of the Test Automation skill category.
majiayu000/claude-skill-registry 163
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skill-creator
Guide for creating effective Agent Skills. Use when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations. Covers skill structure, YAML frontmatter, trigger configuration, and the 500-line rule.
majiayu000/claude-skill-registry 163
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github-issue-creator
Create well-structured GitHub issues focused on user problems and outcomes, not implementation. Use when user reports bugs or requests features to ensure clear, testable requirements without premature implementation details.
majiayu000/claude-skill-registry 163
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vanilla-rails-testing
Use when writing Rails tests - enforces fixtures-only, integration-style controller tests, Current context setup, simple naming, and Minitest syntax
majiayu000/claude-skill-registry 163
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epic-walkthrough
majiayu000/claude-skill-registry 163
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opal-frontend-cypress-component
Cypress component testing guidance for opal-frontend. Use when adding or updating component specs, configuring component test setup, or choosing selectors, mocks, and POM Actions or Flows.
majiayu000/claude-skill-registry 163
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Using `argc` / `Argcfile`
Create and modify Argcfiles using the special syntax required. Use this when editing Argcfile.sh, @argc, or any shell script that contains `argc --argc-eval`.
majiayu000/claude-skill-registry 163
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test-executor
Execute tests adaptively, analyze failures, generate detailed failure reports, and iterate until tests pass. This skill should be used when running tests from a test plan, working with any language, framework, or test type (E2E, API, unit, integration, performance).
majiayu000/claude-skill-registry 163
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fast-playwright
Fast, persistent, and token-optimized browser automation using Playwright. Supports navigation, clicking, typing, screenshots, batch execution, and more. Use when working with web pages, browser automation, or when the user mentions browsing, clicking, or web scraping.
majiayu000/claude-skill-registry 163
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complete-test
Achieves 100% test coverage with minimal redundancy through progressive test writing. Writes tests one-at-a-time with immediate coverage verification, removes redundant tests while maintaining coverage, fixes standards violations, restructures fixtures. Use when creating test suites for existing code, or optimizing test efficiency
majiayu000/claude-skill-registry 163
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seed-data-generator
Generate realistic test data for database development, testing, and demos.
majiayu000/claude-skill-registry 163
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writing-verification-plans
Use when a project needs a verification plan for acceptance testing in real-world scenarios
majiayu000/claude-skill-registry 163
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discord-integration
Use when sending Discord messages or encountering bot permission errors - provides three-tier integration methods with automatic fallback (MCP → REST API → Gateway); prevents wasted time on OAuth scope issues
majiayu000/claude-skill-registry 163
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gcp-cloud-run
Deploy containerized applications on Google Cloud Run with automatic scaling, traffic management, and service mesh integration. Use for container-based serverless computing.
majiayu000/claude-skill-registry 163