Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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hybrid-search
Use when building search systems that need both semantic similarity and keyword matching - covers combining vector and BM25 search with Reciprocal Rank Fusion, alpha tuning for search weight control, and optimizing retrieval quality
majiayu000/claude-skill-registry 163
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repo-research-analyst
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
majiayu000/claude-skill-registry 163
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DevOps & Deployment
CI/CD pipelines, containerization, Kubernetes, and infrastructure as code patterns
majiayu000/claude-skill-registry 163
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next-upgrade
Next.js version migrations using official guides and codemods.
majiayu000/claude-skill-registry 163
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frontend-magic-ui
Polished SaaS landing page components. Use for number tickers/stats animations, logo marquees, bento grids, device mockups (iPhone, Safari), shimmer/rainbow buttons, typing effects. Professional marketing polish built on Framer Motion + Tailwind. For dramatic hero effects use Aceternity, for basic UI use shadcn.
majiayu000/claude-skill-registry 163
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hooks-eval
majiayu000/claude-skill-registry 163
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vaex
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that don't fit in memory.
majiayu000/claude-skill-registry 163
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vastai-prod-checklist
Execute Vast.ai production deployment checklist and rollback procedures.
Use when deploying Vast.ai integrations to production, preparing for launch,
or implementing go-live procedures.
Trigger with phrases like "vastai production", "deploy vastai",
"vastai go-live", "vastai launch checklist".
majiayu000/claude-skill-registry 163
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extract-from-pdfs
This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.
majiayu000/claude-skill-registry 163
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sports-podcast-outline-generator
Create structured podcast episodes. Segment timing, debate points, hot takes, listener questions, ad break placement.
majiayu000/claude-skill-registry 163
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database-observability
Instrument database queries, connection pools, and detect N+1 queries
majiayu000/claude-skill-registry 163
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claude-do-not-stop
Enable continuous work mode. Use PROACTIVELY when user says "keep working", "don't stop", "finish everything", "complete all tasks". Automatically continues until work is complete. User can invoke with /claude-do-not-stop [reason].
majiayu000/claude-skill-registry 163
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bio-de-edger-basics
Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framework, creating DGEList objects, normalization, dispersion estimation, and statistical testing. Use when performing DE analysis with edgeR.
majiayu000/claude-skill-registry 163
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clarity
Establish clarity before starting work. Use when beginning any significant task, when input is vague or stream-of-consciousness, or when requirements seem unclear. Handles messy voice input efficiently. This is the first system in the 5-system framework.
majiayu000/claude-skill-registry 163
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generate-clients
Generates c# and typescript clients for BymseRead.Service.
majiayu000/claude-skill-registry 163
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platform-migration-plan
Create a plan to migrate platforms or runtimes. Use when a senior developer needs a phased migration approach.
majiayu000/claude-skill-registry 163
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knowledge-capture
Transform conversations and discussions into structured Notion documentation
majiayu000/claude-skill-registry 163
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packmind-onboard
Read-only codebase analysis to identify non-linter architectural patterns and generate draft Packmind Standards and Commands.
majiayu000/claude-skill-registry 163
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setup-vercel
Vercel CLIのインストール・認証・設定を行う。「Vercel設定」「vercel設定」「Vercelセットアップ」を依頼されたときに使用する。
majiayu000/claude-skill-registry 163
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buyer-persona-generator
Create detailed buyer personas and Ideal Customer Profiles (ICP) for B2B and B2C marketing. Generates comprehensive profiles with demographics, psychographics, pain points, goals, objections, and messaging strategies. Use when defining target audience, creating ICP, or developing customer profiles.
majiayu000/claude-skill-registry 163
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rsn-perceiving-information
Gathers and filters information systematically. Applies scanning, focusing, filtering, triangulating, monitoring, and synthesizing modes to build accurate situational awareness. Use when researching, verifying claims, monitoring signals, or combining multiple sources. Triggers on "what's happening", "verify this", "monitor for", "gather information", "is this true".
majiayu000/claude-skill-registry 163
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UI/UX Intelligence Expert
UI/UX 设计智能库与推荐专家。包含 67 种风格、96 种配色方案、57 种字体搭配、99 条 UX 指南，支持跨技术栈的设计系统生成。
majiayu000/claude-skill-registry 163
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websocket-development
majiayu000/claude-skill-registry 163
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ux-ui-audit
UX 감사 에이전트. 사용자 경험을 분석하고 개선점을 도출합니다.
majiayu000/claude-skill-registry 163