Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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linear-dev-accelerator
Accelerate software development with Linear project management and MCP server integration. Master issue tracking, project workflows, and development automation for frontend, full-stack, and mobile applications. Includes comprehensive MCP tool usage, workflow patterns, and development best practices.
majiayu000/claude-skill-registry 163
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handoff-new-session
Use when ending a session and want to spawn a continuation session in agent-deck with inline context
majiayu000/claude-skill-registry 163
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weightloss-analyzer
分析减肥数据、计算代谢率、追踪能量缺口、管理减肥阶段
majiayu000/claude-skill-registry 163
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skillify
Turn a transcript summary into a reusable Claude skill. Researches the topic and creates a skill file.
majiayu000/claude-skill-registry 163
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ai-ml-engineer
Copilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps
Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment, feature engineering, model evaluation, neural network, deep learning
Use when: User requests involve ai ml engineer tasks.
majiayu000/claude-skill-registry 163
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rspec-coder
This skill guides writing comprehensive RSpec tests for Ruby and Rails applications. Use when creating spec files, writing test cases, or testing new features. Covers RSpec syntax, describe/context organization, subject/let patterns, fixtures, mocking with allow/expect, and shoulda matchers.
majiayu000/claude-skill-registry 163
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enforcing-python-dunders
Ensure Python classes include appropriate, developer-friendly dunder methods—especially __repr__ and __str__. Use when: (1) Writing or modifying Python class definitions in .py files, (2) Refactoring existing Python classes, (3) Adding or improving __repr__, __str__, or natural arithmetic/comparison/container dunders. Do NOT use for: tests, fixtures, mocks, stubs, non-Python files (YAML, JSON, TOML), auto-generated code vendor libraries, or when user explicitly asks not to modify dunders. Ignored paths: tests/, *_test.py, test_*.py, .venv/, build/, dist/, migrations/, __init__.py.
majiayu000/claude-skill-registry 163
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principle-solid
应用面向对象设计五大原则（单一职责、开闭、里氏替换、接口隔离、依赖倒置），系统化评审类与模块设计质量。当需要评审架构设计、重构现有代码、审查类职责划分时使用。支持多层次检查清单和违反原则的诊断修复。
majiayu000/claude-skill-registry 163
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manage-dom-tasks
Create or update DOM event "tasks" used to communicate between components and services via `src/helpers/domTask.ts`. Use when adding a new task event, changing task params/returns, or updating handlers/dispatchers for those tasks in `src/setup/tasks.ts`, pages, or services.
majiayu000/claude-skill-registry 163
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dag-iteration-detector
Identifies when task outputs require iteration based on quality signals, unmet requirements, or explicit feedback. Triggers appropriate re-execution strategies. Activate on 'needs iteration', 'retry needed', 'not good enough', 'try again', 'refine output'. NOT for feedback generation (use dag-feedback-synthesizer) or convergence tracking (use dag-convergence-monitor).
majiayu000/claude-skill-registry 163
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Sovereign Backend Engineer
Experto en FastAPI y gestión segura de credenciales multi-tenant para Platform AI Solutions.
majiayu000/claude-skill-registry 163
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thinking-bayesian
Update beliefs systematically based on new evidence using probabilistic reasoning. Use when estimating probabilities, learning from data, or making decisions under uncertainty.
majiayu000/claude-skill-registry 163
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generate-claude-md
Interactive wizard to generate a CLAUDE.md file for a project. Use when setting up a new project or when user asks to create/initialize CLAUDE.md or AGENTS.md.
majiayu000/claude-skill-registry 163
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root-cause-diagnosis
Use when metrics drop or spike unexpectedly - systematically investigates using 4-dimension segmentation (People, Geography, Technology, Time), intrinsic vs extrinsic factors, and hypothesis table method to identify root cause
majiayu000/claude-skill-registry 163
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kubernetes-resources
Use when managing Kubernetes resources including deployments, services, configmaps, and secrets.
majiayu000/claude-skill-registry 163
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accessing-github
majiayu000/claude-skill-registry 163
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agent-ops-idea
Capture loosely structured ideas, enrich with research, and create backlog issues. Use when user has a raw concept that needs fleshing out.
majiayu000/claude-skill-registry 163
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maestro
Use when you need to act as an Elite Software Architect (Maestro) to manage complex repositories. It enforces a "Why over How" philosophy, maintains a persistent project memory (Brain), and orchestrates specialized sub-skills through a Plan-Act-Verify lifecycle.
majiayu000/claude-skill-registry 163
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file-watcher-setup
Set up cross-platform file system watching with debouncing and efficient change detection
majiayu000/claude-skill-registry 163
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decomplect
Architectural code analysis for design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon). Use for design review or architectural assessment.
majiayu000/claude-skill-registry 163
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object-store-best-practices
Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.
majiayu000/claude-skill-registry 163
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model-coordination
Use this skill when coordinating multiple AI models (Claude, GPT, Gemini, DeepSeek) for competitive trading analysis, running parallel model execution, aggregating decisions, or managing model performance tracking. Essential for multi-model trading arena operations.
majiayu000/claude-skill-registry 163
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makefile-assistant
Automatically capture Bash commands executed by Claude Code and convert them into documented, organized Makefile targets in .claude/makefiles/. Use when Claude executes any Bash command, when tempted to skip documentation ("too trivial", "one-time", "will do later"), or when user asks for Makefile generation. Process commands NOW while fresh, not later.
majiayu000/claude-skill-registry 163
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quick-tasks-agent
majiayu000/claude-skill-registry 163