Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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coverage-strategist
Defines ROI-based coverage targets with critical path identification, layer-specific targets, and explicit "don't test this" guidelines. Use for "test coverage", "coverage strategy", "test priorities", or "coverage targets".
majiayu000/claude-skill-registry 163
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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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chromium docs
Search and reference official Chromium documentation including design docs, APIs, and development guides
majiayu000/claude-skill-registry 163
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skill-performance-profiler
Analyzes skill usage patterns across conversations to track token consumption, identify heavy vs. lightweight skills, measure invocation frequency, detect co-occurrence patterns, and suggest consolidation opportunities. Use when the user asks to analyze skill performance, optimize skill usage, identify token-heavy skills, find consolidation opportunities, or review skill metrics.
majiayu000/claude-skill-registry 163
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iterate-pivot-decision
majiayu000/claude-skill-registry 163
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guidance-inventory
Builds and maintains cumulative guidance inventory for a company. Use when collecting historical guidance, updating guidance after earnings, preparing context for prediction/attribution workflows, or when user asks about company outlook, earnings guidance, management expectations, forward forecasts, or FY/quarterly targets.
majiayu000/claude-skill-registry 163
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.claude/skills/tutorial-design/SKILL.md
効果的な学習体験を提供するチュートリアル設計スキル。
📚 リソース参照:
このスキルには以下のリソースが含まれています。
必要に応じて該当するリソースを参照してください:
- `.claude/skills/tutorial-design/resources/learning-path-design.md`: Learning Path Designリソース
- `.claude/skills/tutorial-design/templates/tutorial-template.md`: Tutorialテンプレート
- `.claude/skills/tutorial-design/scripts/estimate-completion-time.mjs`: Estimate Completion Timeスクリプト
majiayu000/claude-skill-registry 163
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dbt-coder
dbt (data build tool) patterns for model organization, incremental strategies, and testing.
majiayu000/claude-skill-registry 163
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dara-dataset-expert
Warehouse-Prozess-Analyse mit 207 Labels, 47 Prozessen, 8 Szenarien, 10 Triggern. Vollständige Expertise für DaRa Datensatz + REFA-Methodik + Validierungslogik + Szenarioerkennung. 100% faktenbasiert ohne Halluzinationen.
majiayu000/claude-skill-registry 163
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eda-architect
Electronics project architecture and constraint definition. Guides users through defining project requirements, power systems, interfaces, and physical constraints.
majiayu000/claude-skill-registry 163
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lab-roster
Generate comprehensive lab member rosters in both markdown and CSV formats. Analyzes member profiles, git history, and alumni information to create detailed rosters with role transitions, team assignments, and career tracking. Use when user mentions roster, team list, lab members, or updating member information.
majiayu000/claude-skill-registry 163
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logicic
Use when working with 74xx and CD4xxx series logic ICs - standard TTL/CMOS logic gates, flip-flops, counters, decoders, multiplexers. Includes technology families (LS, HC, HCT, AC, AHC) and LogicICHandler guidance.
majiayu000/claude-skill-registry 163
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web-security
Enforce web security and avoid security vulnerabilities
majiayu000/claude-skill-registry 163
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content-marketing
Build a content marketing program by producing a Content Marketing Plan Pack (content market fit brief, demand-validated SEO topic map, human voice + primary channel strategy, editorial calendar, content briefs, AI-assisted writing SOP, measurement plan). Use for content marketing, content strategy, blog, SEO, thought leadership, founder-led content.
majiayu000/claude-skill-registry 163
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aqua-voice-malleability
Adversarial malleability analysis of Aqua Voice Electron app with IPC injection, WebSocket interception, and braided monoidal skill interleaving
majiayu000/claude-skill-registry 163
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github-project-management
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
majiayu000/claude-skill-registry 163
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paul-graham-wisdom
Apply Paul Graham's principles when exploring ideas, evaluating opportunities, building products, or making important decisions. Use this skill when brainstorming, validating ideas, planning ventures, thinking through problems, or needing a framework for clear thinking. Triggers include "evaluate this idea", "should I pursue this", "help me think through", "is this worth doing", "startup idea", "opportunity analysis", or any creative/strategic thinking task.
majiayu000/claude-skill-registry 163
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python-opencv
majiayu000/claude-skill-registry 163