Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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mlops-engineer
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platforms. Use PROACTIVELY for ML infrastructure, experiment management, or pipeline automation.
majiayu000/claude-skill-registry 163
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mathematician
Use when designing algorithms, analyzing complexity, selecting numerical methods, or verifying mathematical correctness for software implementations.
majiayu000/claude-skill-registry 163
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debug-console
Debug web app by capturing and analyzing console errors using Chrome DevTools MCP
majiayu000/claude-skill-registry 163
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async-python-patterns
Implement AsyncIO patterns for I/O-bound tasks with asyncio.gather, semaphores, and FastAPI async endpoints. Use for concurrent operations, parallel HTTP fetches, rate-limited operations, or async API development. Achieves near-linear scaling with concurrent tasks and minimal overhead. Triggers on "async", "asyncio", "concurrent", "parallel requests", "FastAPI async", "aiohttp", "async Python".
majiayu000/claude-skill-registry 163
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Micro-SaaS Accelerator
Rapidly build and launch micro-SaaS applications with best practices, monetization, and deployment
majiayu000/claude-skill-registry 163
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mcp-development
Guide for creating MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers, integrating external APIs, implementing tool servers, or creating agent capabilities. Covers TypeScript/Python patterns, tool design, and evaluation creation.
majiayu000/claude-skill-registry 163
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Growth Hacker
Design and execute growth experiments using lean, data-driven tactics
majiayu000/claude-skill-registry 163
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pv-mapping
Map permissible values in LinkML enums to ontology terms. Use this skill when: (1) Adding or updating ontology mappings (meaning: field) for enum permissible values, (2) Fixing validation errors from linkml-term-validator, (3) User asks to map enums to ontology terms or fix CURIE mappings. This skill covers OAK/runoak lookup, CURIE verification, and validation workflows.
majiayu000/claude-skill-registry 163
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aios-cerebrum
AIOS Agent Operating System and Cerebrum SDK for building, deploying, and orchestrating AI agents
majiayu000/claude-skill-registry 163
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Webinar Producer
Plan, produce, and optimize webinars for engagement and conversion
majiayu000/claude-skill-registry 163
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sdk-builder
Client library architect for SDK design, API ergonomics, versioning, and developer experienceUse when "sdk design, client library, api client, developer experience, sdk versioning, type generation, http client, api wrapper, sdk, client-library, api-client, developer-experience, versioning, type-safety, http-client, ml-memory" mentioned.
majiayu000/claude-skill-registry 163
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taste-check
Review code using Linus Torvalds' "good taste" philosophy. Eliminates defensive code, special cases, and deep nesting. Use when reviewing code quality, refactoring, or checking for code smells.
majiayu000/claude-skill-registry 163
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concept-validation-u9401066-med-paper-assistant
majiayu000/claude-skill-registry 163
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tpd-ternary-complex-agent
majiayu000/claude-skill-registry 163
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managing-slash-commands
Creates, analyzes, updates, and improves slash commands including YAML frontmatter, argument handling, and command authoring workflows. Use when user asks how slash commands work, explaining command syntax and arguments, understanding command structure, describing command vs skill differences, asked to create a new slash command, evaluate existing commands for improvements, optimize commands for effectiveness, suggest converting current logic into a command, update outdated command information, or when user mentions command validation, best practices, or supporting files.
majiayu000/claude-skill-registry 163
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project-plugin
Guide for creating native plugins in app_plugin with platform-specific implementations (project)
majiayu000/claude-skill-registry 163
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learning-certificate-generator
certificate-generator for credentials, recognition, and competency validation.
majiayu000/claude-skill-registry 163
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knowledge-base-updater
Updates the system knowledge base with new best practices and constraints.
majiayu000/claude-skill-registry 163
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dask
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
majiayu000/claude-skill-registry 163
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domain-hunter
Search domains, compare prices, find promo codes, get purchase recommendations. Use when user wants to buy a domain, check prices, or find domain deals.
majiayu000/claude-skill-registry 163
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change-point-detection
Use when segmenting time-series into regimes, detecting structural breaks, or constructing context sets for few-shot learning. Covers GP-CPD algorithms, Matérn kernels, likelihood ratio tests, regime identification, market state transitions, volatility regime changes, and trend reversals in financial markets.
majiayu000/claude-skill-registry 163
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policy-compliance-auditing
Review pilot documentation and outputs for alignment with policy and governance standards. Use when assessing compliance against Duke policies, organizational guidelines, or regulatory requirements during pilot execution.
majiayu000/claude-skill-registry 163
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create-api-module
Creates a new API module following Clean Architecture with TDD. Use when adding new API endpoints, creating backend features, implementing domain entities, or when the user says "create module", "add endpoint", "new backend feature".
majiayu000/claude-skill-registry 163
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tailwind-design-system
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
majiayu000/claude-skill-registry 163