Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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clonalstats
Generate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates publication-ready plots.
majiayu000/claude-skill-registry 163
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standard-out-setup
Add console output and logging to make errors visible to agents. Standard out is a critical leverage point - without it, agents cannot see errors or understand application state. Use when agents fail silently, when debugging agentic workflows, or when setting up a new codebase for agentic coding.
majiayu000/claude-skill-registry 163
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ios-merchant-feature-declaration
Declare new iOS Feature cases by collecting details via interactive form and automatically updating all required files (Feature.swift, FeatureInfo.swift, Localizable.strings, ScreenID, Routes). Use when "add new feature", "declare new feature", "create feature case", "add feature to menu", or "new feature declaration".
majiayu000/claude-skill-registry 163
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ta-vfx-particles
GPU particle systems for high-performance visual effects. Use when creating particle effects, instanced rendering, GPU-accelerated VFX.
majiayu000/claude-skill-registry 163
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planning
Technical implementation planning and architecture design. Capabilities: feature planning, system architecture, technical evaluation, implementation roadmaps, requirement breakdown, trade-off analysis, codebase analysis, solution design. Actions: plan, architect, design, evaluate, breakdown technical solutions. Keywords: implementation plan, technical design, architecture, system design, roadmap, requirements analysis, trade-offs, technical evaluation, feature planning, solution design, scalability, security, maintainability, sprint planning, task breakdown. Use when: planning new features, designing system architecture, evaluating technical approaches, creating implementation roadmaps, breaking down complex requirements, assessing technical trade-offs.
majiayu000/claude-skill-registry 163
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check-pr-docs-sensei-hacker-inav-claude
Check pull requests for documentation updates and compliance
majiayu000/claude-skill-registry 163
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don-open-source
Open source standards and practices for Dutch government projects. Use when setting up an open source repository, choosing licenses, creating publiccode.yml, or following the Standard for Public Code.
majiayu000/claude-skill-registry 163
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moai-security-auth
Modern authentication patterns with MFA, FIDO2, WebAuthn & Passkeys
majiayu000/claude-skill-registry 163
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data-researcher
Data discovery and analysis specialist focused on extracting actionable insights from complex datasets, identifying patterns and anomalies, and transforming raw data into strategic intelligence. Excels at multi-source data integration, advanced analytics, and data-driven decision support.
majiayu000/claude-skill-registry 163
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cc-hooks-creator
This skill should be used when users want to create, configure, or debug Claude Code hooks. Hooks are shell commands that execute at various points in Claude Code's lifecycle (PreToolUse, PostToolUse, Stop, SessionStart, etc.). Use this skill when users ask to create custom automation, file protection, code formatting hooks, notifications, or any lifecycle-based triggers for Claude Code.
majiayu000/claude-skill-registry 163
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swiftui-components
Build production SwiftUI views, custom components, layouts, and view modifiers. Use when creating iOS/macOS UI components, implementing responsive layouts, building custom modifiers, or designing reusable view hierarchies with @ViewBuilder.
majiayu000/claude-skill-registry 163
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working-with-ms-agent-framework
Use when building AI agents with Microsoft Agent Framework (Semantic Kernel + AutoGen unified); when implementing memory or context providers; when threads won't deserialize; when workflow checkpointing fails; when migrating from Semantic Kernel or AutoGen; when seeing ChatAgent or AgentThread errors
majiayu000/claude-skill-registry 163
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Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
majiayu000/claude-skill-registry 163
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video-thumbnail-extractor
Extract frames from videos at specific timestamps or intervals, find best frames, and generate thumbnail grids for previews.
majiayu000/claude-skill-registry 163
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alfred-clipboard
Access Alfred's clipboard history. Search recent copies, find text you copied earlier, and analyze clipboard patterns.
majiayu000/claude-skill-registry 163
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policyengine-review-patterns
PolicyEngine code review patterns - validation checklist, common issues, review standards
majiayu000/claude-skill-registry 163
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systems-architect
Use when designing software architecture for bioinformatics pipelines, defining data structures, planning scalability, or making technical design decisions for complex systems.
majiayu000/claude-skill-registry 163
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pr-thread-resolution-enforcement
Use when resolving PR review threads. Enforces that all threads are marked resolved before completion.
majiayu000/claude-skill-registry 163
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Maintenancepm
Preventive maintenance schedules for MNMUK machine shop equipment. Covers DMG MORI, CITIZEN, MITSUBISHI EDM, Haas, and support equipment. USE WHEN user asks 'PM schedule', 'maintenance', 'service due', 'machine maintenance', 'what maintenance', or 'TPM checklist'.
majiayu000/claude-skill-registry 163
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takopi
Use when working through Takopi (Telegram bridge) to route Codex tasks by project, branch worktree, or topic; covers directives like /project, @branch, engine prefixes, ctx footer behavior, and /new resets.
majiayu000/claude-skill-registry 163
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seclists-usernames-curated
majiayu000/claude-skill-registry 163
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readme-craft
Production-grade README.md patterns for any project type. Use when creating project documentation, writing README files, or improving existing docs. Covers hero sections, quick start examples, comparison tables, troubleshooting guides, and limitation transparency. Triggers on README, documentation, project setup, open source.
majiayu000/claude-skill-registry 163
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new-blog-post
Create a new blog post with proper Quarto structure, frontmatter, and directory layout. Use when adding articles, tutorials, thoughts, or any blog content.
majiayu000/claude-skill-registry 163
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motion-design-martinholovsky-claude-skills-genera
majiayu000/claude-skill-registry 163