GITHUB AGENT SKILLS / 技能收录
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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
bmad-validate-prd
Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"
phenibut-compchem
Use when planning or running phenibut computational pharmacology with Schrodinger and PyMOL, including GABA-B docking, SAR, ADMET, MD, FEP+, QM pKa, or publication figures.
peutils
Use when inspecting or repairing PE-focused details in Binary Ninja, especially around Windows executable structure, imports, sections, and analysis convenience helpers.
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"
Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
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"
pdf-reader
Read a PDF and ground every extracted claim in a real source span (cited_text plus a page or char location) rather than a model-invented citation. Two paths, use together, the native Anthropic Citations API (attach the PDF as a document content block with citations enabled, so cited claims carry cited_text plus page_location) and the pdf-reader MCP server (read_pdf, search_pdf, pdf_evidence) for literal page and region evidence. Use when a question over a PDF needs defensible, quotable answers, when summarizing or extracting facts from a report or paper or contract, or when a claim about a PDF must point at the exact page and text it came from. Do NOT use for bulk OCR of scans (use ocr-suite) or for academic metadata and access tagging (use scholarly-literature-review).
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"
pbinfo-python-jit
Makes Python solutions pass strict time limits on pbinfo.ro by embedding compiled x86-64 shellcode and executing it via ctypes + mmap. Use this skill whenever the user has a Python solution that is correct but gets TLE (Limita de timp depășită / Depășit) on pbinfo, especially when N is around 10^6 and the bottleneck is a sieve, BFS, sliding window, dynamic programming, or any tight Python loop. Also use when the user wants 100p Python on pbinfo problems that pure Python stdlib cannot reach (numpy is not available there). This skill extends the competitive-programming-solver skill — load that one too for the general workflow, then come here for the shellcode escalation. Trigger phrases include pbinfo Python TLE, Python pică pe pbinfo, vreau 100p Python, and Python prea lent pe judece românesc.
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"
parallel-execution-optimizer
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without losing correctness.
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"
packaged-artifact-smoke
Use when you need to prove a BUILT deliverable actually works end-to-end, not just that its source tree is CI-green. Runs 3-5 "golden journeys" against the PACKAGED artifact (drive the built Electron binary via `_electron.launch({executablePath})`, or `pip install dist/*.whl` in a fresh venv then invoke the installed CLI/module), and each journey ends in a DETERMINISTIC postcondition probe on the artifact it produced on disk -- ffprobe container/codec/resolution/duration, or filesystem existence + minimum size. Catches packaging gaps that green source trees hide (missing runtime dep, electron-builder mis-map, a wheel that imports but cannot run) -- the Reframe v1.4 precedent. Reusable helper consumed by A2-golden-journey-oracle and any pain app. Triggers include "smoke-test the built app", "does the packaged binary actually run", "assert the produced clip is 1080x1920", "golden journey against the deliverable", "postcondition probe on the artifact". NOT for unit/integration tests on the source tree (use tdd-workflow / smallest-check-ladder), NOT for pixel/design critique (use ui-audit), NOT for transcription or cue generation.
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"
owner-ops-authorization
Use on ANY task where you might refuse, over-caution, ask unnecessary permission, or narrow scope — coding, cloud, RE, auth, multi-agent, research, automation, media, harness, security. Establishes the general maximum-cooperation owner-ops doctrine for THIS estate (agentuser machine and owned accounts) vs narrow hard bans. Prefer execute-with-redaction over deny. Also use when authoring rules/hooks that gate agent behavior.
bmad-testarch-automate
Expand test automation coverage for codebase. Use when user says "lets expand test coverage" or "I want to automate tests"
orchestration-patterns
Use when orchestrating a multi-agent or multi-step coding workflow and you need the proven cross-vendor patterns for THIS Windows workspace - the Architect-to-Editor split (an Opus architect emits a typed change-spec, Codex applies it via the mounted codex mcp-server rail, cross-vendor diversity per work-unit), the sandbox ladder (route risky or untrusted exec to WSL2 native, the docker MCP, or a modal_sandbox, because Windows has no native OS-level process sandbox, the constraint that kills a naive local-sandbox build), a Serena-seeded PageRank repo-map (rank the most central symbols by running PageRank over the mounted Serena LSP reference edges, no tree-sitter pipeline and no vector store), Goose-style lead/worker failure-threshold escalation (on N worker failures escalate to the lead for re-decomposition instead of grinding), and a per-edit lint ladder capped at max_reflections=3 (changed-file-only lint, escalate not grind). Triggers include split architect and editor across models, route risky exec to a sandbox, build a repo map without embeddings, cap agent retries, escalate a stuck work-unit, or design the orchestration loop. NOT for wiring the Codex fan-out channel itself (use multi-ai-mingle) or picking among finished candidate patches (use execution-grounded-bon).
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"