Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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haskell-pro
Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programming, concurrency, and architecture guidance.
majiayu000/claude-skill-registry 163
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depth-search
Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base. Use for comprehensive research requiring multiple sources. NEVER fall back to web_search - ask user for help instead.
majiayu000/claude-skill-registry 163
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ml-engineer
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
majiayu000/claude-skill-registry 163
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linear-pm
Linear project management - issues, projects, cycles, and roadmaps. Use for Linear-related tasks like managing issues, tracking sprints, and organizing projects.
majiayu000/claude-skill-registry 163
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Report Builder
Create formatted business reports with data, charts, tables, and executive summaries
majiayu000/claude-skill-registry 163
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using-authentication
Use Better Auth for client and server-side authentication. Covers session access, protected routes, sign in/out, and fetching user data.
majiayu000/claude-skill-registry 163
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literature-researcher
Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive literature reviews
majiayu000/claude-skill-registry 163
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arc-campaign-manager
Manage Advance Review Copy (ARC) campaigns for book launches. Use when recruiting beta readers, distributing advance copies, tracking reviewer commitments, writing ARC recruitment emails, managing review team communications, or planning review acquisition strategies. Triggers on requests involving book reviews, ARC teams, beta readers, or review campaigns.
majiayu000/claude-skill-registry 163
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vendure-admin-ui-reviewing
Review Vendure Admin UI extensions for React pattern violations, missing hooks, improper state management, and UI anti-patterns. Use when reviewing Admin UI PRs or auditing UI quality.
majiayu000/claude-skill-registry 163
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email-sensei-hacker-inav-claude-30407902
Read and manage internal email messages between project roles
majiayu000/claude-skill-registry 163
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bknd-local-setup
Use when setting up a new Bknd project locally or configuring local development environment. Covers CLI installation, project creation, runtime adapters, config file setup, and development server options.
majiayu000/claude-skill-registry 163
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forecast-premortem
Use to stress-test predictions by assuming they failed and working backward to identify why. Invoke when confidence is high (>80% or <20%), need to identify tail risks and unknown unknowns, or want to widen overconfident intervals. Use when user mentions premortem, backcasting, what could go wrong, stress test, or black swans.
majiayu000/claude-skill-registry 163
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bdd
Guide developers through Behavior-Driven Development workflow.
Use when: writing BDD scenarios, using Gherkin syntax, Given-When-Then format, feature files, Three Amigos collaboration.
Keywords: BDD, behavior-driven, Given When Then, Gherkin, Cucumber, scenario, feature file, step definition, 行為驅動開發.
majiayu000/claude-skill-registry 163
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cloud-architect
Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration. Use when designing cloud architecture, planning migrations, optimizing cloud costs, or implementing multi-cloud strategies.
majiayu000/claude-skill-registry 163
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python-3-13-patterns
Modern Python 3.13 development patterns and syntax including async/await, pattern matching, and modern type annotations. PROACTIVELY activate for: (1) Writing new Python 3.13 modules, (2) Implementing async/concurrent operations, (3) Using structural pattern matching (match/case), (4) Creating decorators or context managers, (5) Working with generators. Triggers: "python patterns", "match case", "async await", "context manager", "decorator", "generator", "python 3.13"
majiayu000/claude-skill-registry 163
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develop-web-game
Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.
majiayu000/claude-skill-registry 163
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startup-business-analyst-financial-projections
Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
majiayu000/claude-skill-registry 163
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chatbot-analytics
Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conversation dashboards. Activates for AI analytics, token tracking, conversation categorization, and chat performance.
majiayu000/claude-skill-registry 163
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refactor-elegant-teaching
Refactor code to be cleaner, more modular, and self-documenting when making code more teachable and maintainable. Not for quick fixes, non-educational changes, or style-only changes.
majiayu000/claude-skill-registry 163
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smart-interview
Reset to smart interview depth (default). Use when user says '/smart-interview' or wants to reset interview mode.
majiayu000/claude-skill-registry 163
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axiom-ios-build
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code. Covers build failures, compilation errors, dependency conflicts, simulator problems, environment-first diagnostics.
majiayu000/claude-skill-registry 163
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visual-regression
Setup visual regression testing with Storybook stories, configuration, and CI/CD workflows. Supports Chromatic, Percy, BackstopJS. Auto-invoke when user says "set up visual regression", "add Chromatic tests", "add screenshot testing", or "set up Percy".
majiayu000/claude-skill-registry 163
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dspy-custom-module-design
This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend dspy.Module", "build reusable DSPy component", mentions "custom module patterns", "module serialization", "stateful modules", "module testing", or needs to design production-quality custom DSPy modules with proper architecture, state management, and testing.
majiayu000/claude-skill-registry 163
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brain-organizer
[Utility] ⛔ MANDATORY skill for ANY Brain canvas operations. AI MUST invoke this skill BEFORE creating/modifying ANY files in Docs/Brain/. Failure to follow = broken canvas.
majiayu000/claude-skill-registry 163