Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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nemo-curator
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
majiayu000/claude-skill-registry 163
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langevin-dynamics
Layer 5: SDE-Based Learning Analysis via Langevin Dynamics
majiayu000/claude-skill-registry 163
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Bun Hono Integration
Use when building APIs with Hono framework on Bun, including routing, middleware, REST APIs, context handling, or web framework features.
majiayu000/claude-skill-registry 163
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axiom-app-composition
Use when structuring app entry points, managing authentication flows, switching root views, handling scene lifecycle, or asking 'how do I structure my @main', 'where does auth state live', 'how do I prevent screen flicker on launch', 'when should I modularize' - app-level composition patterns for iOS 26+
majiayu000/claude-skill-registry 163
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shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
majiayu000/claude-skill-registry 163
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playwright-e2e-patterns
TypeScript/Playwright Test + Generator/Healer Agents活用によるE2Eテスト作成パターンガイド。E2Eテスト実装時・data-testid属性設計時・Blazor Server SignalR対応時に使用。Phase B2で確立した93.3%効率化パターン + Phase B2-F2でTypeScript移行完了。
majiayu000/claude-skill-registry 163
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prd-writing
PRD（プロダクト要求定義書）を作成・更新する。「要件定義して」「PRDを書いて」「要件書を作りたい」 「仕様をまとめて」「機能要件を整理」「ユーザーストーリーを書いて」「KPIを定義」などの依頼時に発火。 docs/ideas/initial-requirements.md を元に、ビジョン・ペルソナ・KPI・機能要件・非機能要件を具体化。
majiayu000/claude-skill-registry 163
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story-traceability
Ensure Acceptance Criteria map to Tasks and Tests for PR-per-story workflow
majiayu000/claude-skill-registry 163
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mermaid-reverse-attempt
Mermaid URL codec - encodes/decodes #base64: (amp CLI) and #pako: (mermaid.live) formats
majiayu000/claude-skill-registry 163
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prettier-config-generator
Generate Prettier configuration files for consistent code formatting across JavaScript, TypeScript, CSS, and other file types. Triggers on "create prettier config", "generate prettier configuration", "prettier setup", "code formatting config".
majiayu000/claude-skill-registry 163
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sbom-management
Software Bill of Materials management including generation, formats, vulnerability tracking, and supply chain security
majiayu000/claude-skill-registry 163
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Network Analysis
Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures
majiayu000/claude-skill-registry 163
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commit-drafter
Automatically draft commit messages by analyzing git status and staged changes
majiayu000/claude-skill-registry 163
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memory-check
Check system memory usage, available memory, and identify cleanup opportunities. Use this skill when the user asks to check memory, RAM usage, free memory, or needs to clean up system resources.
majiayu000/claude-skill-registry 163
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meme-pumper
Viral memecoin content creation and distribution engineering. Use when creating memes, launching viral campaigns, coordinating raids, or building narrative momentum. Covers: meme format selection, viral hooks, platform-specific distribution, community activation, engagement farming.
majiayu000/claude-skill-registry 163
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edge-stack
Modern edge-native web stack: Hono + htmx + UnoCSS + Cloudflare D1. Use when: building
server-rendered apps with interactivity, rapid prototyping, CRUD apps, landing pages,
marketplaces. Zero cold start, global edge deployment, $0/month on CF free tier.
TypeScript alternative to Rust/Axum + htmx stack.
majiayu000/claude-skill-registry 163
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zig-expert
Comprehensive Zig 0.15.2 development expert. Use when writing Zig code, debugging memory issues, designing build systems, implementing comptime metaprogramming, handling errors, or cross-compiling. Automatically activated for any .zig file or build.zig work.
majiayu000/claude-skill-registry 163
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test-planning
Master test planning with test strategies, test plans, scope definition, and comprehensive testing approaches.
majiayu000/claude-skill-registry 163
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automl-pipeline-setup
Эксперт AutoML. Используй для automated machine learning, hyperparameter tuning и model selection.
majiayu000/claude-skill-registry 163
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vendix-frontend-component
Angular component structure rules.
majiayu000/claude-skill-registry 163
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endpoint-validator
Валидация REST API эндпоинтов на соответствие OpenAPI схеме и консистентность параметров. Использовать при реализации эндпоинтов, ревью кода или перед слиянием изменений API.
majiayu000/claude-skill-registry 163
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sap-btp-master-data-integration
Configures and integrates SAP Master Data Integration (MDI) service on SAP Business Technology Platform. Use when setting up MDI tenants, connecting applications (S/4HANA, SuccessFactors, Ariba, Fieldglass, etc.), configuring distribution models, SOAP APIs for business partners, extensibility, or troubleshooting master data replication. Covers One Domain Model integration, Business Data Orchestration, client authentication (OAuth2, mTLS), and security configurations.
majiayu000/claude-skill-registry 163
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platform-strategy
Create a Platform Strategy Pack (platform-as-product charter, interface map, lifecycle stage, ecosystem/moat model, governance, metrics, roadmap). Use for platform strategy, developer platforms, APIs, AI platforms, and ecosystems.
majiayu000/claude-skill-registry 163
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sync-readme
Synchronize English README.md with Chinese README_ZH.md, maintaining content parity.
majiayu000/claude-skill-registry 163