Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
49,466 skills from 2,407 repositories · updated 5 minutes ago
10,662 skills
- anndataBioTender-max/awesome-bio-agent-skillsData structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.OtherNo warnings★ 215↓ —
- word-statshumanizerai/agent-skillsGet word count, character count, reading time, and text statistics. Quick analysis without questions.OtherNo warnings★ 54↓ —
- seecutYeJe-cpu/SeeCut网感口播精剪（v3.4）：口播视频加动效，自动剪成"网感口播精剪风格"竖版/横版样片，交付渲染成片+分层工程包（装了剪映引擎则再出剪映分层草稿，音效放草稿；没装则音效混进成片）。当用户给了口播粗剪(+B-roll/截图/录屏)并想要"口播动效/加卡片弹字/剪成短视频/做动效样片/网感口播精剪"时用。自循环:预检→素材理解→找真证据→编排→HyperFrames构建→硬门+两两对比自迭代(≤3版)→配音效→交付→用户终审。不做:纯字幕/纯配音/纯生图/BGM。OtherNo warnings★ 431↓ —
- filteringBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform neuroimaging signal denoising with classical temporal filtering methods. This is a non-deep-learning preprocessing route focused on temporal cleaning, frequency selection, and preparation of cleaner time series for downstream analysis.OtherNo warnings★ 215↓ —
- fine-mappingBioTender-max/awesome-bio-agent-skillsStatistical fine-mapping of GWAS loci using SuSiE, SuSiE-inf, and Approximate Bayes Factors to identify credible sets and posterior inclusion probabilities (PIPs) for causal variant discovery. SuSiE-inf adds an infinitesimal polygenic component for improved calibration at well-powered loci.OtherNo warnings★ 215↓ —
- quality-debt-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality-debt items, origins, impact, age, priority, ownership, and paydown tradeoffs; triggers include 质量债务 and quality debt.OtherNo warnings★ 297↓ —
- re-pwnfreyrswift/UaStationCTF pwn 入门：栈溢出、格式化字符串、ret2libc。 触发词：pwn、栈溢出、格式化字符串、ret2libc、ROP、shellcode 注入OtherNo warnings★ 58↓ —
- permission-tunerrohitg00/pro-workflowAnalyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue. Use when prompts keep interrupting, auto mode falls back to prompting, or after sessions with many denials.OtherReview first★ 2.9K↓ —
- david-julius-perspectiveBioTender-max/awesome-bio-agent-skillsDavid Julius认知框架蒸馏 — 2021年诺贝尔生理学或医学奖得主，温度与触觉受体发现者。 以"自然界的分子工具"为核心方法论，从辣椒素出发开创了整个疼痛感知研究领域。 适用于：科学探索方法论、逆向工程思维、从日常现象发现深层机制的决策框架。 触发词：「Julius视角」「分子工具思维」「从现象到机制」「辣椒素范式」OtherNo warnings★ 215↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- quality-debt-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality-debt items, origins, impact, age, priority, ownership, and paydown tradeoffs; triggers include 质量债务 and quality debt.OtherNo warnings★ 297↓ —
- wp-newTserenTserenov/FMT-exocortex-templateСоздание нового рабочего продукта (РП) с согласованной записью в 4 локальных места (+ условный пост-шаг во внешний трекер, если подключён). Используй когда появляется новая задача, которой нет в плане недели.OtherReview first★ 63↓ —
- testdriver:machine-setuptestdriverai/testdriveraiConfigure Linux and Windows sandboxes, persist machines between runs, and install custom softwareOtherNo warnings★ 386↓ —
- regression-scope-analysisnaodeng/awesome-qa-skillsUse this skill when you need to define risk-based regression scope after a change or release; triggers include 回归范围分析 and regression scope analysis.OtherNo warnings★ 297↓ —
- statusapache/magpieShow how Magpie is adopted in this repo — install method and pin, drift, wired agent targets, installed skill families, symlink health — and change that wiring from the same view. The change itself runs through the setup skill.OtherReview first★ 138↓ —
- conn-toolBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to perform advanced functional connectivity (ROI-to-ROI, seed-to-voxel, ICA) or effective connectivity (PPI, gPPI, DCM) analysis using the CONN Toolbox. Triggers include: 'conn', 'CONN toolbox', 'functional connectivity', 'effective connectivity', 'ROI-to-ROI', 'seed-to-voxel', 'PPI', 'gPPI', 'DCM', 'psychophysiological interaction', or any request for connectivity analysis after preprocessing.OtherNo warnings★ 215↓ —
- multi-agent-coordinatorhuangwb8/skills用于规划包含独立任务的实施计划、定义 Agent 角色和依赖，并通过 `parallel-vibe` 统一执行与审查；本角色不直接创建或调度子代理。OtherReview first★ 50↓ —
- bio-viromicsBioTender-max/awesome-bio-agent-skillsDetect, classify, and QC viral contigs.OtherNo warnings★ 215↓ —
- ci-failure-triageproflead/codex-skills-libraryDiagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.OtherNo warnings★ 167↓ —
- bntBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run BrainNetworkTransformer for fMRI phenotype prediction, including data loading, training, and evaluation. BNT uses dense FC matrices (no PyG dependency) with DEC pooling + interpretable transformer encoder.OtherNo warnings★ 215↓ —
- mirror-optimizerhuangwb8/skills当用户明确要求优化镜像源、配置国内镜像、加速部署或切换依赖源时使用。分析项目技术栈并生成适配的镜像配置。⚠️ 不适用：用户只是询问镜像源概念、无需部署加速，或明确要求使用官方源。OtherReview first★ 50↓ —
- dev:validateraphaelchristi/harness-evolverUse when the user wants to validate the plugin, check integrity, verify cross-references, or before a release. Also use when the user says 'validate', 'check plugin', or 'verify'.OtherNo warnings★ 57↓ —
- linter-fix-guideproflead/codex-skills-libraryExplain lint errors and propose fixes. Use when a junior developer needs help resolving common lint or format warnings.OtherNo warnings★ 167↓ —
- bio-atac-seq-atac-qcBioTender-max/awesome-bio-agent-skillsATAC-seq library quality control -- TSS enrichment, FRiP, fragment-size periodicity, library complexity (NRF/PBC1/PBC2), mitochondrial fraction, and ENCODE 4 thresholds. Use when assessing whether an ATAC-seq library passes ENCODE acceptance criteria, diagnosing transposition artefacts, comparing Omni-ATAC vs standard prep quality, or selecting which replicates to drop before peak calling.OtherNo warnings★ 215↓ —
fred
kansoku-trade/kansoku
OtherUpdated 2 days ago
From the author
US/global macro time series from St. Louis Fed FRED — CPI, GDP, Fed funds, yields, M2, DXY, etc.
Install
npx skills add kansoku-trade/kansoku --skill fred -a claude-code
Installs to .claude/skills/fred/ · Each command fetches the skill straight from GitHub with the open skills CLI.
No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.
What it can touch
Runs bundled scriptsNo network use seenLicence: Custom or unclear
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Files (4)
- SKILL.md
- aliases.json
- scripts/search.py
- scripts/series.py