GITHUB AGENT SKILLS / 技能收录
给你的 AI 助手
装上专业技能
我们从 GitHub 持续收录、审核并分类优质的 Agent Skills，按职业与使用场景整理，复制一行命令即可安装到 Claude Code、Cursor 等智能体。
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Microsoft
@microsoft
openclaw
@openclaw
OpenAI
@openai
The Apache Software Foundation
@apache
GitHub
@github
Anthropic
@anthropics
AutoGPT
@Significant-Gravitas
Garry Tan
@garrytan全部 Skills 196852
tooluniverse-install-skills
Detect and auto-install missing ToolUniverse research skills by checking common client skill directories and cloning from GitHub if absent. Use when ToolUniverse specialized skills are not installed, when setting up a new project, or when the tooluniverse router skill needs to bootstrap its sub-skills before routing.
blogpost-editor
Deep editorial review for publication readiness — narrative, structure, scannability, factual risk, tone, and reader usefulness. No silent rewrites.
tooluniverse-inorganic-physical-chemistry
Inorganic chemistry, physical chemistry, and materials science — crystal structures, coordination chemistry, bonding theory (covalency, orbital mixing), symmetry/point groups, thermodynamics, kinetics, spectroscopy interpretation, noble gas compounds, lanthanide/actinide chemistry. Use for questions about crystal systems, unit cells, density calculations, metal complexes, solid-state chemistry, or physical chemistry calculations.
th-blogpost
Use for any work on a blog post — deep editorial review for publication readiness (narrative, structure, scannability, factual risk, tone) or mechanical publish-hardening (frontmatter normalization, MD/MDX safety fixes, structural scaffolding, asset hygiene). Triggers: "review my blog post", "edit this post", "is this post ready to publish", "format this post for the blog", "fix the frontmatter", "make this MDX build".
tooluniverse-infectious-disease
Rapid pathogen characterization and drug repurposing analysis for infectious disease outbreaks. Identifies pathogen taxonomy, essential proteins, predicts structures, and screens existing drugs via docking. Use when facing novel pathogens, emerging infections, or needing rapid therapeutic options during outbreaks.
beads-writer
Use when creating or decomposing Beads issues for a project backlog, including new features, bugs, epics, backlog grooming, or converting vague asks into actionable Beads work in a Beads-backed repository.
tooluniverse-immunotherapy-response-prediction
Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. Given a cancer type, somatic mutations, and optional biomarkers (TMB, PD-L1, MSI status), performs systematic analysis across 11 phases covering TMB classification, neoantigen burden estimation, MSI/MMR assessment, PD-L1 evaluation, immune microenvironment profiling, mutation-based resistance/sensitivity prediction, clinical evidence retrieval, and multi-biomarker score integration. Generates a quantitative ICI Response Score (0-100), response likelihood tier, specific ICI drug recommendations with evidence, resistance risk factors, and a monitoring plan. Use when oncologists ask about immunotherapy eligibility, checkpoint inhibitor selection, or biomarker-guided ICI treatment decisions.
beads-worker
Use when implementing one cohesive Beads delivery package in a dedicated worker worktree after a coordinator or operator provides ISSUE_ID and WORKTREE_PATH.
tooluniverse-immunology
Immunology research workflows using ToolUniverse tools. Covers antibody-antigen structural analysis (SAbDab, TheraSAbDab), immune protein interactions (IntAct, BioGRID), epitope and T-cell/B-cell assay data (IEDB), immunoglobulin gene databases (IMGT), cytokine/receptor signaling (OpenTargets, GWAS), clinical safety data for immune diseases (FAERS, clinical trials), autoimmune disease genetics (Orphanet), and immune pathway analysis (KEGG, Reactome). Use when researchers ask about antibody targets, immune signaling networks, autoimmune genetics, immunotherapy safety, epitope discovery, or immune pathway enrichment.
beads-pr-reviewer-worker
Use when a coordinator dispatches a dedicated `pr-review-task` bead for an open GitHub PR that needs review follow-up, thread triage, merge assessment, or retry handling in an isolated worktree.
tooluniverse-immune-repertoire-analysis
Comprehensive immune repertoire analysis for T-cell and B-cell receptor sequencing data. Analyze TCR/BCR repertoires to assess clonality, diversity, V(D)J gene usage, CDR3 characteristics, convergence, and predict epitope specificity. Integrate with single-cell data for clonotype-phenotype associations. Use for adaptive immune response profiling, cancer immunotherapy research, vaccine response assessment, autoimmune disease studies, or repertoire diversity analysis in immunology research.
beads-looper
Use when a persistent session should own a bounded Beads outcome end to end, implementing cohesive packages, testing, diagnosing failures, correcting review findings and landing or explicitly handing off. Also use for an independent review session serving those owners, including self-paced Claude /loop or Codex continuation without a central coordinator.
tooluniverse-image-analysis
Production-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting, fluorescence quantification, and statistical analysis of imaging-derived measurements. Processes ImageJ/CellProfiler output (area, circularity, intensity, cell counts), performs Dunnett's test, Cohen's d effect size, power analysis, Shapiro-Wilk normality tests, two-way ANOVA, polynomial regression, natural spline regression with confidence intervals, and comparative morphometry. Supports CSV/TSV measurement tables, multi-channel fluorescence data, colony swarming assays, and neuron counting datasets. Use when analyzing microscopy measurement data, colony area/circularity, cell count statistics, swarming assays, co-culture ratio optimization, or answering questions about imaging-derived quantitative data.
beads-coordinator
Coordinate unattended Beads issue execution — rank ready work finish-first (epics closest to done before new ones), claim atomically, and allocate cohesive delivery packages to persistent outcome owners, alone or as one of several coordinators sharing a backlog. Use for unattended issue throughput in Beads-backed repos.
tooluniverse-hla-immunogenomics
Analyze HLA genes, MHC binding, epitope-MHC associations, and immunogenomics for transplant compatibility, vaccine design, and immunotherapy. Integrates IMGT, IEDB, BVBRC, UniProt, and DGIdb. Use for HLA typing interpretation, antigen presentation analysis, MHC restriction, neoantigen prediction context, and transplant immunology.
beads-cleanup
Use when a Beads coordinator needs to reconcile stale worker state, PR-review bookkeeping, or orphaned worktrees before dispatching new work.
tooluniverse-gwas-trait-to-gene
Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions). Identifies genetic risk factors, prioritizes causal genes via locus-to-gene scoring, and assesses druggability. Use when asked to find genes associated with a disease or trait, discover genetic risk factors, translate GWAS signals to gene targets, or answer questions like "What genes are associated with type 2 diabetes?"
beads-orchestration
Use for any Beads (`bd`) issue workflow in a Beads-backed repository — coordinating unattended execution of ready issues through long-lived worker lanes (finishing started epics first, alone or with several coordinators on one backlog), running a self-paced coordinator-free lane under `/loop` (one of several tmux panes), implementing a cohesive delivery package in a worktree, handling PR-review follow-up tasks, reconciling stale worker/PR/worktree state, or creating and decomposing backlog issues. Route to exactly one subskill per task.