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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按 GitHub Stars 排序的优秀创作者
Microsoft
@microsoft
openclaw
@openclaw
OpenAI
@openai
The Apache Software Foundation
@apache
GitHub
@github
Anthropic
@anthropics
AutoGPT
@Significant-Gravitas
Garry Tan
@garrytan全部 Skills 196925
design-review-loop
MOVED — renamed to design-studio. This is a redirect tombstone kept so in-flight invocations of the old name still resolve. Use the design-studio skill instead; it is the SAME TCR design-review loop (G0 PRIME to G7 VERIFY, revert-gate) plus a thin mode router. Pick a mode — direct, audit, mirror, critique, iterate, implement, verify, loop, drive, session — or run design-studio loop for the whole pass. Triggers that used to land here (design review, run the design-review loop, TCR loop, audit the UI, transpose or mirror to Figma, design critique, implement the design, iterate design, drive the app, interactive design tweak) now route through design-studio.
deep-research
Multi-source research with runtime MCP tool inventory, live/down/quota preflight, role-scoped routing, caching, academic consolidation, FACT/RACE-style verification, two-axis source assessment, and grounded cited reports. Use for thorough evidence-backed research, due diligence, technology evaluation, or current-state synthesis.
bmad-testarch-trace
Generate traceability matrix and quality gate decision. Use when the user says "lets create traceability matrix" or "I want to analyze test coverage"
cv-studio
暂无简介
bmad-testarch-test-review
Review test quality using best practices validation. Use when user says "lets review tests" or "I want to evaluate test quality"
council
Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
bmad-testarch-test-design
Create system-level or epic-level test plans. Use when the user says "lets design test plan" or "I want to create test strategy"
compchem-validators
Use when a docking / MD / free-energy campaign needs an OUTPUT quality gate - post-dock pose validity (PoseBusters), a cheap-tier prefilter before the token-gated tiers (Uni-Dock GPU-Vina before Glide, Boltz-2 affinity before FEP+/QDX credits), or a "docking done / ΔG=… / MD converged" claim that should be backed by a validity artifact before it is treated as done. compchem-preflight guards INPUT; this skill guards OUTPUT (a pose can score well yet be physically impossible). Also the map for the open-weights compute arm - MACE-OFF near-DFT MD, OpenFE token-free FEP twin, REINVENT 4 generative loop, PLINDER leakage-free splits, and the TxAgent/ToolUniverse grounded-reasoning pattern (Opus reasoner, not the fine-tuned model). All ride the existing schrodinger / qdx-rush / cloud-hub MCPs - scientific compute is NOT agent runtime. Do NOT use for the receptor-prep-to-dock pipeline itself (use structure-based-screening) or license-free cheminformatics (use cheminformatics-rdkit).
bmad-testarch-nfr
Assess NFRs like performance security and reliability. Use when the user says "lets assess NFRs" or "I want to evaluate non-functional requirements"
codex-databricks-fanout
Use when fanning out Codex CLI agents onto Databricks — running many parallel Codex/LLM work units on job clusters, scaling past a local RAM ceiling, or deciding between Databricks / local / Modal / RunPod for a large agent fan-out. Carries the measured constraints from a 608-unit production run + a 48-unit auth-research re-prove so a session does not re-derive them wrong.
bmad-testarch-framework
Initialize test framework with Playwright or Cypress. Use when the user says "lets setup test framework" or "I want to initialize testing framework"
codex-consult
Use when the user explicitly wants a Codex-side orchestration pass — consultation, curation, or review — instead of direct ChatGPT web automation. Triggers include "consult/analyze this with Codex", "curate these options with Codex", "review/critique this with Codex", or explicit mentions of codex_local_consult, codex_local_curate, codex_local_review, or the codex_orchestrator_* tools. One skill, three modes.
bmad-testarch-ci
Scaffold CI/CD quality pipeline with test execution. Use when the user says "lets setup CI pipeline" or "I want to create quality gates"
cloud-infra-toolchain
Use when working with the user's cloud-infrastructure MCP stack fronted by the cloud-hub multiplexer - RunPod, Azure, Google Cloud, Kaggle, rclone, Modal, Lightning AI, and OVHcloud behind one lazy MCP slot. Covers which platform does what, adopt-vs-build-vs-vendor status, per-platform auth + the account-switch/cycle multi-account layer (incl. OVH region rotation ca/eu/us), the workflows (train on Kaggle, rent a GPU on RunPod/Modal/Lightning/OVH, deploy to Cloud Run/AKS, move data with rclone), the rclone rcd daemon prereq, the Windows `cmd /c npx` note, GPU cost-awareness + read-before-destroy operating rules, and the per-backend tool inventory. Multi-accounting can breach a platform's ToS - flag it.
bmad-testarch-automate
Expand test automation coverage for codebase. Use when user says "lets expand test coverage" or "I want to automate tests"
clarify-requirements
Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.
cheminformatics-rdkit
Use to drive the standalone rdkit MCP server (tandemai-inc/rdkit-mcp-server, 74 cheminformatics tools, MIT) for license-free chemistry - molecular descriptors, fingerprints, similarity, substructure search, and scaffold analysis on SMILES/structures. Covers the stdio registration and the two install gotchas. Use when a chemistry question needs RDKit cheminformatics and does not require a Schrodinger license.
bmad-testarch-atdd
Generate failing acceptance tests using TDD cycle. Use when the user says "lets write acceptance tests" or "I want to do ATDD"