Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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a11y
Universal accessibility best practices and standards across all technologies (HTML, CSS, React, MUI, Astro, React Native). WCAG 2.1/2.2 Level AA compliance, semantic HTML, ARIA, keyboard navigation, color contrast. Trigger: When implementing UI components, adding interactive elements, or ensuring accessibility compliance.
majiayu000/claude-skill-registry 163
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code-injection
Test AI systems for code injection vulnerabilities including prompt-to-code attacks and agent exploitation
majiayu000/claude-skill-registry 163
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spec-flow-instructions
MUST use when working with spec files in `specs/` directories, or when commands reference this skill for conventions.
majiayu000/claude-skill-registry 163
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elements-of-style
Classic writing guide by William Strunk Jr. (1918, public domain). Use when editing prose for clarity, conciseness, and proper grammar. Covers elementary rules of usage, composition principles, and style guidelines.
majiayu000/claude-skill-registry 163
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gentleman-bubbletea
Bubbletea TUI patterns for Gentleman.Dots installer. Trigger: When editing Go files in installer/internal/tui/, working on TUI screens, or adding new UI features.
majiayu000/claude-skill-registry 163
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when-managing-token-budget-use-token-budget-advisor
majiayu000/claude-skill-registry 163
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prd-reviewing
Reviews and validates Product Requirements Documents for completeness, clarity, and feasibility. Identifies gaps, ambiguities, and risks using systematic checklist. Use when reviewing PRDs before approval, during stakeholder reviews, or validating requirements quality.
majiayu000/claude-skill-registry 163
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agent-memory
Use this skill when the user asks to save, remember, recall, or organize memories. Triggers on: 'remember this', 'save this', 'note this', 'what did we discuss about...', 'check your notes', 'clean up memories'. Also use proactively when discovering valuable findings worth preserving.
majiayu000/claude-skill-registry 163
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AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
majiayu000/claude-skill-registry 163
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RAG Evaluation
Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality, faithfulness, and end-to-end evaluation frameworks
majiayu000/claude-skill-registry 163
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scaffolding-openai-agents
Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration.
Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists.
Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses.
NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.
majiayu000/claude-skill-registry 163
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managing-odoo
Manage business accounting via Odoo ERP using XML-RPC API.
Use when creating invoices, recording expenses, querying financial data,
or managing customers and products.
NOT when using QuickBooks or Xero (different systems).
majiayu000/claude-skill-registry 163
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daily-ai-workflow-analyzer
AI深度分析语音记录，揭示行为模式、认知偏见和战略盲点。不只是数据汇总，而是直击本质的战略洞察和否定性指导。提取可沉淀的核心原则和工作偏好，构建个人工作模式知识库。
majiayu000/claude-skill-registry 163
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goal-analyzer
分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。
majiayu000/claude-skill-registry 163
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sklearn-pipeline-builder
Build sklearn pipeline builder operations. Auto-activating skill for ML Training.
Triggers on: sklearn pipeline builder, sklearn pipeline builder
Part of the ML Training skill category. Use when working with sklearn pipeline builder functionality. Trigger with phrases like "sklearn pipeline builder", "sklearn builder", "sklearn".
majiayu000/claude-skill-registry 163
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human-docs-generator
Generates role-based human documentation (<1000 words per doc). Use when epics complete, breaking changes occur, or architecture decisions are made. Creates guides for developers, QA, DevOps, and business stakeholders.
majiayu000/claude-skill-registry 163
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personal-tool-builder
Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. Covers rapid prototyping, local-first apps, CLI tools, scripts that grow into products, and the art of dogfooding. Use when: build a tool, personal tool, scratch my itch, solve my problem, CLI tool.
majiayu000/claude-skill-registry 163
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reset
Reset after failures, blockers, or when stuck. Use when execution hits a wall, something breaks, or we need to step back and reassess. This is the fifth system in the 5-system framework.
majiayu000/claude-skill-registry 163
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commit-analysis
Automated commit analysis and regression detection for AItrader. 自动化提交分析和回归检测。
Use this skill when:
- Running regression checks after code changes (代码修改后运行回归检测)
- Analyzing git commit history (分析 git 提交历史)
- Using AI to analyze code changes (使用 AI 分析代码变更)
- Checking if fix commits are still correctly applied (检查修复是否正确应用)
- Before merging PRs (合并 PR 前)
Keywords: commit, regression, analysis, git, fix, validation, AI, 提交, 回归, 分析
majiayu000/claude-skill-registry 163
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instructions-development
This skill should be used when the user asks to "create CLAUDE.md", "initialize CLAUDE.md", "sync CLAUDE.md with code", "update documentation from codebase", "create .claude/rules/", "manage modular rules", "split large CLAUDE.md", or mentions project documentation setup. Manages complete lifecycle of project instructions including creation, synchronization with code patterns, and modular organization.
majiayu000/claude-skill-registry 163
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create-pull-request
majiayu000/claude-skill-registry 163
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error-tracking
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.
majiayu000/claude-skill-registry 163
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trioexplorer
Search clinical notes using the Trioexplorer CLI. Use when the user wants to search patient notes, list cohorts, view search history, or explore the clinical notes database.
majiayu000/claude-skill-registry 163
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provide-real-file-links-rule
majiayu000/claude-skill-registry 163