Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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lisa-review-implementation
This skill should be used when comparing a project's Lisa-managed files against Lisa's source templates to identify drift. It reads the project manifest, locates source templates, generates diffs for drifted files, and offers to upstream improvements back to Lisa.
majiayu000/claude-skill-registry 163
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wandb-plot
Download and generate plots from Weights & Biases runs. Use when you need to:
- List projects you have access to
- List runs in a W&B project
- Inspect available metrics for a run
- Download existing plot images from a run
- Generate line plots from metric history (loss, accuracy, etc.)
majiayu000/claude-skill-registry 163
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agent-development
Design and build custom Claude Code agents with effective descriptions, tool access patterns,
and self-documenting prompts. Covers Task tool delegation, model selection, memory limits,
and declarative instruction design.
Use when: creating custom agents, designing agent descriptions for auto-delegation,
troubleshooting agent memory issues, or building agent pipelines.
majiayu000/claude-skill-registry 163
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beads-viewer
Graph-aware triage engine for Beads projects.
majiayu000/claude-skill-registry 163
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shader-programming-glsl
Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
majiayu000/claude-skill-registry 163
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line-mini-app
Comprehensive reference for LINE MINI App — Service Messages, Common Profile Quick Fill, In-App Purchase, Console setup (3 internal channels), submission review, and performance guidelines for web apps running inside LINE as an enhanced LIFF platform. This skill should be used when the user asks to "build a LINE MINI App", "send a service message", "set up Common Profile Quick Fill", "implement in-app purchase", "configure MINI App Console", "submit MINI App for review", or mentions LINE MINI App, Service Messages, notification token, Common Profile, IAP purchase flow, 3 internal channels, consent simplification, Custom Path, custom share messages, or verified vs unverified MINI App. Always use this skill whenever the user mentions LINE MINI App, mini apps in LINE, or enhanced LIFF features like service messages or in-app purchase, even if they don't explicitly say "MINI App".
majiayu000/claude-skill-registry 163
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idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
majiayu000/claude-skill-registry 163
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scope
Decompose an accepted ADR into GitHub issues using the issue-creator tool.
majiayu000/claude-skill-registry 163
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router-first-architecture
Router-First Architecture
majiayu000/claude-skill-registry 163
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add-domain
Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing architecture.
majiayu000/claude-skill-registry 163
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pinme
Use this skill when the user mentions "pinme", or needs to upload files, store to IPFS, create/publish/deploy websites or full-stack services (including frontend pages, backend APIs, database storage, email sending, etc.), or any feature requiring backend database/server support.
majiayu000/claude-skill-registry 163
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scaffold-file
Create or update a scaffold file in scaffolds/.
majiayu000/claude-skill-registry 163
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nw-fp-kotlin
Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
majiayu000/claude-skill-registry 163
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cleanup
Use when cleaning up the repository: safe migration to default branch, branch cleanup with merged/stale detection, and rich per-branch status report.
majiayu000/claude-skill-registry 163
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copy-editing
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.
majiayu000/claude-skill-registry 163
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systematic-debugging
Apply structured debugging techniques to find and fix bugs efficiently. Use when the user reports a bug, encounters unexpected behavior, says something is "not working", or asks for help debugging. Apply hypothesis-driven debugging instead of random changes.
majiayu000/claude-skill-registry 163
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python-agent-development
Python Agent 开发规范（Windows wxauto v4），包括项目结构、模块化、wxauto 使用、IPC 集成、错误处理、测试和部署。
majiayu000/claude-skill-registry 163
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azure-messaging-webpubsubservice-py
Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub".
majiayu000/claude-skill-registry 163
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deal-quality-model
Scoring system for opportunity hygiene, win likelihood, and inspection prioritization.
majiayu000/claude-skill-registry 163
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scikit-learn
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
majiayu000/claude-skill-registry 163
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omia-database
Query OMIA (Online Mendelian Inheritance in Animals) for inherited disorders and traits cataloged across species. The veterinary equivalent of OMIM. Use for genetic disease research and breed predisposition data.
majiayu000/claude-skill-registry 163
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memory
Persistent memory across sessions. Save project state and user preferences. Never save secrets.
majiayu000/claude-skill-registry 163
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write-example
Writing examples for the tldraw SDK examples app. Use when creating new examples, adding SDK demonstrations, or writing example code in apps/examples.
majiayu000/claude-skill-registry 163
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done-sichengchen-esper
majiayu000/claude-skill-registry 163