Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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Wheels Refactoring
Refactor Wheels code for better performance, security, and maintainability. Use when optimizing code, fixing anti-patterns, improving performance, or enhancing security. Provides refactoring patterns and best practices.
majiayu000/claude-skill-registry 163
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seaborn
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.
majiayu000/claude-skill-registry 163
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unsloth-models
majiayu000/claude-skill-registry 163
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my-project-launcher
Automates the creation of standardized project folder structures on Canva and Notion. This skill should be used when the user requests to create, launch, or initialize a new project with phrases like "crea progetto X in Canva", "avvia progetto Y su Notion", or "setup project Z". The skill creates platform-specific folder hierarchies (Canva) or page/database structures (Notion) with proper naming conventions and always requests confirmation before executing. Note - Google Drive requires Zapier integration (not yet implemented).
majiayu000/claude-skill-registry 163
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data-viz-insight
Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or explore data files (CSV, Excel, Parquet, JSON). This skill guides through data exploration, proposes visualization strategies based on data characteristics, creates interactive Plotly charts in marimo notebooks, and generates analytical conclusions.
majiayu000/claude-skill-registry 163
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particles-physics
Physics simulation for particle systems—forces (gravity, wind, drag), attractors/repulsors, velocity fields, turbulence, and collision. Use when particles need realistic or artistic motion, swarm behavior, or field-based animation.
majiayu000/claude-skill-registry 163
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Data Quality Rules
See the main Data Validation Rules skill for comprehensive coverage of data quality rule implementation.
majiayu000/claude-skill-registry 163
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agentuity-cli-cloud-sandbox-mkdir
Create a directory in a sandbox. Requires authentication. Use for Agentuity cloud platform operations
majiayu000/claude-skill-registry 163
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bio-workflows-riboseq-pipeline
End-to-end Ribo-seq analysis from FASTQ to translation efficiency and ORF detection. Use when analyzing ribosome profiling data to study translation.
majiayu000/claude-skill-registry 163
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n8n-preflight-agent
Validates n8n workflow JSON files, tests APIs with real credentials, auto-fixes common issues, and learns new problems. Use when you need to CHECK, VALIDATE, FIX, TEST, PREFLIGHT, or REPAIR n8n workflow JSON files before importing them.
majiayu000/claude-skill-registry 163
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deployment-scripts
Platform-specific deployment scripts and configurations. Use when deploying applications, configuring cloud platforms, validating deployment environments, setting up CI/CD pipelines, or when user mentions Vercel, Netlify, AWS, Docker, deployment config, build scripts, or environment validation.
majiayu000/claude-skill-registry 163
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plan-implement
Execute the implementation plan from PLANS.md following TDD workflow. Use after plan-todo or plan-fix has created a plan. Runs tests, implements code, and documents results.
majiayu000/claude-skill-registry 163
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clustermarkers
Finds differentially expressed genes (markers) for clusters of T/B cells using Seurat's FindMarkers function. Performs statistical testing between clusters, identifies cluster-defining genes, and automatically runs pathway enrichment analysis (via Enrichr) on significant markers. Generates publication-ready visualizations including volcano plots, dot plots, heatmaps, and enrichment plots.
majiayu000/claude-skill-registry 163
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r3f-lighting
React Three Fiber lighting - light types, shadows, environment, Drei helpers. Use when adding lights, configuring shadows, or setting up IBL.
majiayu000/claude-skill-registry 163
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ast-analyzer
Deep Abstract Syntax Tree analysis for understanding code structure, dependencies, impact analysis, and pattern detection at the structural level across multiple programming languages
majiayu000/claude-skill-registry 163
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incremental-load-setup
Incremental Load Setup - Auto-activating skill for Data Pipelines.
Triggers on: incremental load setup, incremental load setup
Part of the Data Pipelines skill category.
majiayu000/claude-skill-registry 163
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backstage-backend-plugin
Build Backstage backend plugins with createBackendPlugin and core services: DI, httpRouter, secure-by-default auth, Knex DB, routes, testing. Use for APIs and background jobs.
majiayu000/claude-skill-registry 163
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convert-elm-scala
Convert Elm code to idiomatic Scala. Use when migrating Elm frontend applications to Scala backends or full-stack Scala, translating The Elm Architecture to functional Scala patterns, or refactoring type-safe functional code from compile-time guarantees to more powerful type system features. Extends meta-convert-dev with Elm-to-Scala specific patterns.
majiayu000/claude-skill-registry 163
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sfh-qa
Verify manufactured horns against design predictions. Use when running post-print
inspection, acoustic measurements, comparing measured vs simulated performance,
or generating verification reports. Determines if iteration is needed.
majiayu000/claude-skill-registry 163
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generation
Generates answers by synthesizing information from retrieved documents with citations. Use as final RAG pipeline step, when creating answers from multiple sources, or when the user mentions answer generation or synthesis.
majiayu000/claude-skill-registry 163
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astro-blog-write
Phase 3 - Writing blog content with human voice and SEO optimization
majiayu000/claude-skill-registry 163
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ta-r3f-fundamentals
React Three Fiber core patterns for scene composition and game loop. Use when setting up R3F scenes, creating 3D components, implementing game loops.
majiayu000/claude-skill-registry 163
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oauth-implementation
OAuth 2.0 and OpenID Connect authentication with secure flows. Use for third-party integrations, SSO systems, token-based API access, or encountering authorization code flow, PKCE, token refresh, scope management errors.
majiayu000/claude-skill-registry 163
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curriculum.plagiarism-detection
Detects plagiarism and validates content originality for educational materials.
majiayu000/claude-skill-registry 163