Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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positron-notebooks
This skill should be used when developing, debugging, or maintaining Positron Notebooks - the React-based feature-flagged notebook editor. Load this skill when tasks involve notebook cells, execution, selection state, context keys, or notebook editor features.
majiayu000/claude-skill-registry 163
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skill-developer
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.
majiayu000/claude-skill-registry 163
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systems-architect
Use when designing software architecture for bioinformatics pipelines, defining data structures, planning scalability, or making technical design decisions for complex systems.
majiayu000/claude-skill-registry 163
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policyengine-review-patterns
PolicyEngine code review patterns - validation checklist, common issues, review standards
majiayu000/claude-skill-registry 163
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generating-smart-commits
Execute use when generating conventional commit messages from staged git changes. Trigger with phrases like "create commit message", "generate smart commit", "/commit-smart", or "/gc". Automatically analyzes changes to determine commit type (feat, fix, docs), identifies breaking changes, and formats according to conventional commit standards.
majiayu000/claude-skill-registry 163
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development-brainstorming
Use when planning software development tasks, before writing code or implementation plans - refines rough technical ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. For software architecture, components, data flow, and technical design decisions. Don't use during clear 'mechanical' coding processes
majiayu000/claude-skill-registry 163
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alfred-clipboard
Access Alfred's clipboard history. Search recent copies, find text you copied earlier, and analyze clipboard patterns.
majiayu000/claude-skill-registry 163
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Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
majiayu000/claude-skill-registry 163
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cran-extrachecks
Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check(). Use when: (1) Preparing a package for first CRAN release, (2) Preparing a package update for CRAN resubmission, (3) Reviewing a package to ensure CRAN compliance, (4) Responding to CRAN reviewer feedback. Covers documentation requirements, DESCRIPTION field standards, URL validation, examples, and administrative requirements.
majiayu000/claude-skill-registry 163
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buildkite
Use this skill when working with Buildkite CI/CD pipelines, agents, builds, test analytics, or package registries. Covers pipeline configuration, YAML syntax, agent setup, build steps, plugins, and API usage.
majiayu000/claude-skill-registry 163
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social-content
创建、安排或优化 LinkedIn、Twitter/X、Instagram、TikTok、Facebook 或其他平台的社媒内容时使用。触发词：LinkedIn post、Twitter thread、social media、content calendar、social scheduling、engagement、viral content。覆盖内容创建、复用与平台特定策略。
majiayu000/claude-skill-registry 163
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axiom-xctrace-ref
Use when automating Instruments profiling, running headless performance analysis, or integrating profiling into CI/CD - comprehensive xctrace CLI reference with record/export patterns
majiayu000/claude-skill-registry 163
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vanilla-rails-models
Use when writing Rails models - enforces state-as-records not booleans, concerns as adjectives namespaced under model, invocation ordering, and private indentation
majiayu000/claude-skill-registry 163
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datalog-fixpoint
Datalog bottom-up fixpoint iteration for recursive queries
majiayu000/claude-skill-registry 163
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azure-aks
Managed Kubernetes with Azure Kubernetes Service. Configure node pools, networking, identity, monitoring, and scaling. Use for container orchestration, microservices deployment, and Kubernetes workloads on Azure.
majiayu000/claude-skill-registry 163
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understanding-context-entropy
Decide how to codify knowledge for reuse. Use when evaluating whether a pattern, solution, or insight should be formalized—and in what form (types, code structure, CLAUDE.md, README, skill, or code comments).
majiayu000/claude-skill-registry 163
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webf-routing-setup
Setup hybrid routing with native screen transitions in WebF - configure navigation using WebF routing instead of SPA routing. Use when setting up navigation, implementing multi-screen apps, or when react-router-dom/vue-router doesn't work as expected.
majiayu000/claude-skill-registry 163
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ni
Use ni (@antfu/ni) for package manager operations. Use this skill when installing dependencies, running scripts, or executing packages in JavaScript/TypeScript projects.
majiayu000/claude-skill-registry 163
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AIMDS
AI Manipulation Defense System implementation with Midstream, AgentDB, and lean-agentic
majiayu000/claude-skill-registry 163
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frappe-performance-optimizer
Generate optimized queries, caching, and indexes for Frappe performance. Use when optimizing slow queries, implementing caching, or improving performance.
majiayu000/claude-skill-registry 163
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figma-implement-design
Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
majiayu000/claude-skill-registry 163
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pptx-processing-anthropic
Toolkit for comprehensive presentation creation, editing, and analysis. Use to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
majiayu000/claude-skill-registry 163
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storage-basicmemory
Use when storing project artifacts in basic memory storage.
majiayu000/claude-skill-registry 163
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csv-data-summarizer
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
majiayu000/claude-skill-registry 163