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.
49,459 skills from 2,407 repositories · updated 33 minutes ago
10,658 skills
- quality-risk-analysisnaodeng/awesome-qa-skillsUse this skill when you need to identify and prioritize quality risks from product, change, and evidence inputs; triggers include quality risk analysis.OtherNo warnings★ 297↓ —
- 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↓ —
- query-geoBioTender-max/awesome-bio-agent-skillsQuery NCBI GEO for gene expression datasets. Use when user asks about RNA-seq datasets, microarray data, expression data, GEO accessions, or finding public datasets. Triggers on "geo", "gene expression omnibus", "expression dataset", "RNA-seq dataset", "microarray dataset", "GSE", "GDS".OtherNo warnings★ 215↓ —
- readme-polishproflead/codex-skills-libraryImprove a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.OtherNo warnings★ 167↓ —
- using-colinPrefectHQ/colinHow to use Colin to compile agent skills from live sources. Use when working with Colin projects, templates, compilation, or skill management.OtherNo warnings★ 124↓ —
- migrating-to-swift-concurrencykylehughes/the-unofficial-swift-concurrency-migration-skillProvides the complete Swift Concurrency Migration Guide. Use when migrating to Swift 6, resolving data-race safety errors, understanding Sendable and actor isolation, or incrementally adopting async/await.OtherNo warnings★ 58↓ —
- vendor-evaluationproflead/codex-skills-libraryEvaluate third-party vendors for engineering fit. Use when a senior developer needs a structured vendor assessment.OtherNo warnings★ 167↓ —
- prompt-optimizationproflead/codex-skills-libraryImprove and rewrite user prompts to reduce ambiguity and improve LLM output quality. Use when a user asks to optimize, refine, clarify, or rewrite a prompt for better results, or when the request is about prompt optimization or prompt rewriting.OtherNo warnings★ 167↓ —
- rules-distillmturac/everything-openai-codexScan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule filesOtherNo warnings★ 75↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- org-standardizationproflead/codex-skills-libraryDefine engineering standards across teams. Use when a senior developer needs to align practices.OtherNo warnings★ 167↓ —
- view-your-harnessSpaceZephyr/build-your-harness把一个本地目录变成可浏览的可视化工作台，一屏看清「我有哪些文件」和「我有哪些 Skill 可用」。起一个本地只读服务，浏览器里出目录卡片墙、文件清单、Skill 装备台（带真实调用次数和僵尸标记），支持全局搜索、按类型/时间/体量筛选、点开预览、用系统程序打开或在访达中定位。当用户说「打开工作台」「可视化看一下这个目录」「我有哪些 Skill」「我有哪些文件」「这个文件夹里都有什么」「看板」「dashboard」「浏览我的 harness」时触发，也适用于用户直接甩来一个本地路径要求「看看里面有什么」的场景。OtherNo warnings★ 58↓ —
- 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↓ —
- scvi-toolsBioTender-max/awesome-bio-agent-skillsDeep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.OtherNo warnings★ 215↓ —
- eni-burp-mcpalicewe1/alice_skill全局自动路由 | Burp Mcp reference and toolingOtherNo warnings★ 62↓ —
- cjk-vizBioTender-max/awesome-bio-agent-skillsCJK (中日韩) 字体检测与 matplotlib 配置。任何涉及中文标签、标题、图例的 可视化任务启动前必须先执行本 skill 的字体检测流程，确保不会出现方块乱码。 适用于 matplotlib / seaborn / plotly 静态导出等场景。OtherNo warnings★ 215↓ —
- katalin-kariko-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔奖得主Katalin Karikó的认知框架——40年逆共识坚持、从边缘到改变世界的思维操作系统。 核心镜片：内在信念驱动、问题导向超越领域、实验验证高于同行评价。 触发词：「卡里科」「Karikó」「mRNA思维」「逆共识坚持」「长期主义科学家」「被低估的天才」。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↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- re-hypervisorfreyrswift/UaStation虚拟化逆向：VT-x/SVM、hypervisor 检测、VMCS/EPT 分析， 以及 Xen / QNX Hypervisor / Jailhouse / ACRN / Bao / Hyper-V·VMBus / XtratuM / LynxSecure / Quest-V 的分区与 vdev 语义。 触发词：hypervisor、VT-x、SVM、虚拟化检测、EPT、Xen、grant table、event channel、 Jailhouse、cell、ACRN、ivshmem、Bao、shmem_id、vdev、GPA/HPA、 Hyper-V、VMBus、VSC、VSP、GPADL、SR-IOV、XtratuM、XM_CF、LynxSecure、Quest-V、sandbox kernelOtherNo warnings★ 58↓ —
- automation-roi-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded automation candidates, build/run/maintenance costs, benefit assumptions, time horizon, and sensitivity; triggers include 自动化投资回报 and automation ROI.OtherNo warnings★ 297↓ —
- skill-stocktakemturac/everything-openai-codexUse when auditing Codex skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.OtherNo warnings★ 75↓ —
- automation-roi-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded automation candidates, build/run/maintenance costs, benefit assumptions, time horizon, and sensitivity; triggers include 自动化投资回报 and automation ROI.OtherNo warnings★ 297↓ —
- repo-newTserenTserenov/FMT-exocortex-templateГейт создания любого нового репозитория IWE (экосистемного или личного пространства). Проводит запрос через: классификацию намерения (Pack / SpacePlan / именованный проект / экосистемный DS), проверку имени и класса, разметку данных (типы 2.1-2.4, карантин), объявление писатель/владелец/читатели, решение о публичности, обязательный Decision Gate (по умолчанию — одобрение пилота, для CI — ограниченное делегирование), затем исполнение (создание, регистрация, развёртывание скелета). Используй когда пилот хочет создать новый репозиторий, или спрашивает, куда и как разместить новый вид данных. Не для расширения существующего репозитория (→ Repo-Touch/Residency Gate) и не для Pack-репозиториев (делегируется `/pack-new`).OtherReview first★ 63↓ —
katalin-kariko-perspective
BioTender-max/awesome-bio-agent-skills
OtherUpdated Jul 1, 2026
From the author
诺贝尔奖得主Katalin Karikó的认知框架——40年逆共识坚持、从边缘到改变世界的思维操作系统。 核心镜片：内在信念驱动、问题导向超越领域、实验验证高于同行评价。 触发词：「卡里科」「Karikó」「mRNA思维」「逆共识坚持」「长期主义科学家」「被低估的天才」。
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill katalin-kariko-perspective -a claude-code
Installs to .claude/skills/katalin-kariko-perspective/ · 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
Instructions onlyNo network use seenLicence: Custom or unclear
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- SKILL.md