GitHub
dispatching-parallel-agents
当面临 2+ 个独立任务时使用，这些任务可以并行处理，无共享状态或顺序依赖。Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies. Dispatch one agent per indepen...
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Research AI Skills
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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, integ...
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GitHub
scholar-evaluation
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with...
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GitHub
reactome-database
Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.
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GitHub
alphafold-database
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
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GitHub
nix-module
Generate new Nix configuration modules following the repository's standard pattern. Creates module boilerplate in system/, darwin/, or home/ directories with proper options structure, imports parent default.nix...
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GitHub
api-integration
Guide for integrating external APIs securely and correctly
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pr-review
Reviews pull requests for code quality, security, and conventions
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GitHub
tdd-workflow
Test-Driven Development workflow - write tests first, then implement
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add-to-wishlist
Fetch a product page and add it to your wishlist. Extracts product name, type, price, and image from web pages and calls the wishlist CLI tool. Use when adding items to wishlist from URLs or when the user asks...
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GitHub
ruby-development
Senior Ruby developer using functional programming techniques. Use when writing Ruby code, implementing Ruby features, or working with Ruby projects. Follows TDD methodology via development skill. Used as a par...
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GitHub
scala-development
Senior Scala developer using functional programming and Typelevel ecosystem. Use when writing Scala code, implementing Scala features, or working with sbt/bloop projects. Used as a part of the XP skill.
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GitHub
kotlin-development
Senior Kotlin developer using http4k and functional patterns. Use when writing Kotlin code, implementing features, or working with Gradle projects. Used as a part of the XP skill.
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GitHub
glossary
Add domain terms to project glossary in the Obsidian vault. Use when defining new terms, clarifying jargon, documenting domain concepts, or when unfamiliar terminology appears in requirements.
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GitHub
refactor
Improve code design without changing behaviour. Use for the REFACTOR phase of XP workflow. All tests must pass before and after.
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GitHub
code-reviewer
Review code for best practices, security, performance, and potential issues. Use when reviewing code, checking pull requests, analysing code quality, or when asked to critique implementation.
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GitHub
commit-helper
Generate clear conventional commit messages from git diffs. Use when writing commit messages, reviewing staged changes, or after completing TDD cycles.
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GitHub
development
Implement features using strict test-driven development. Use for the DEVELOP phase of XP workflow.
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GitHub
bugmagnet
Comprehensive Test Coverage and Bug Discovery Workflow (user)
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GitHub
glossary
Add a glossary item to a project in the Obsidian Vault
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GitHub
vault
Read and write notes in the Obsidian vault. Use for task logs, knowledge capture, and building context.
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GitHub
xp
Extreme Programming workflow orchestrator. Use when implementing features. Coordinates planning, TDD, refactoring, and commits.
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GitHub
unison-development
Write, test, and update Unison code using MCP tools. Use when working with Unison language files (.u extension), UCM operations, or Unison projects. Enforces TDD with strict typechecking via development skill....
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GitHub
vault
Read and write notes in the Obsidian vault. Use for task logs, knowledge capture, and building context.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.