Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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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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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-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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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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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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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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generating-docker-compose-files
This skill enables Claude to generate Docker Compose configurations for multi-container applications. It leverages best practices for production-ready deployments, including defining services, networks, volumes, health checks, and resource limits. Claude should use this skill when the user requests a Docker Compose file, specifies application architecture involving multiple containers, or mentions needs for container orchestration, environment variables, or persistent data management in a Docker environment. Trigger terms include "docker-compose", "docker compose file", "multi-container", "container orchestration", "docker environment", "service definition", "volume management", "network configuration", "health checks", "resource limits", and ".env files".
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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unsloth-models
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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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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agent-card-templates
A2A agent card JSON templates with schema validation and examples for different agent types. Use when creating agent cards, implementing A2A protocol discovery, setting up agent metadata, configuring authentication schemes, defining agent capabilities, or when user mentions agent card, agent discovery, A2A metadata, service endpoint configuration, or agent authentication setup.
majiayu000/claude-skill-registry 163
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postgres-helper
majiayu000/claude-skill-registry 163
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agent-skill-use
Create and manage AI agent skills following best practices. Use when creating new skills, optimizing context, designing multi-agent systems, or implementing progressive disclosure patterns.
majiayu000/claude-skill-registry 163
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gitlab-groups
Manages GitLab groups. Use for listing, editing groups, subgroups, projects, or merge requests. Triggers: group management, namespaces.
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
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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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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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astro-blog-write
Phase 3 - Writing blog content with human voice and SEO optimization
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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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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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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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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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