GitHub
esm
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use...
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Lifestyle AI Skills
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GitHub
treatment-plans
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease man...
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GitHub
rowan
Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformer searching, molecular property calculations, pro...
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GitHub
clinical-decision-support
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommenda...
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GitHub
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document ty...
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GitHub
geo-database
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.
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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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GitHub
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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GitHub
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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GitHub
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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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.