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.
49,415 skills from 2,407 repositories · updated 48 minutes ago
10,666 skills
- bio-viromicsBioTender-max/awesome-bio-agent-skillsDetect, classify, and QC viral contigs.OtherNo warnings★ 215↓ —
- quality-productivity-metricsnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality and delivery metrics, denominators, attribution limits, gaming risk, and the Human-use boundary; triggers include 质量生产力 and quality productivity.OtherNo warnings★ 297↓ —
- lov-fill-web-formlovstudio/skillsFill web forms by fetching form fields from a URL, deep-searching the user's local knowledge base for relevant info, and generating a markdown document with all answers pre-filled. Use when the user provides a URL to a web form (conference application, speaker submission, event registration, profile form) and wants help filling it out from their existing materials. Also trigger when the user mentions "填网页表", "fill web form", "网页填表", "表单填写", "申请表填写", "conference application", "speaker submission", "讲师申请", "报名表", or provides a URL with "form", "feedback", "apply", "register", "submit" in the path.OtherReview first★ 72↓ —
- team-onboarding-guideproflead/codex-skills-libraryCreate an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.OtherNo warnings★ 167↓ —
- quality-maturity-assessmentnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality-practice maturity dimensions, rubric anchors, evidence sufficiency, and improvement gaps; triggers include 质量成熟度 and quality maturity.OtherNo warnings★ 297↓ —
- jeffrey-c-hall-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔医学奖得主Jeffrey C. Hall的思维视角。2017年因发现昼夜节律分子机制获奖。 核心镜片：基础研究的长期主义、模型生物的非直觉力量、负反馈回路的哲学。 调研来源：14条（诺奖官网一手采访3篇、学术论文6篇、权威媒体5篇）。 心智模型：4个。触发词：「Hall视角」「果蝇哲学」「节律思维」「基础研究」。OtherNo warnings★ 215↓ —
- config-file-explainerproflead/codex-skills-libraryExplain a configuration file and its key options. Use when a junior developer is confused by a config file.OtherNo warnings★ 167↓ —
- fred-ramsdell-perspectiveBioTender-max/awesome-bio-agent-skills2025年诺贝尔生理学或医学奖得主Fred Ramsdell的思维框架。 聚焦：免疫耐受机制发现、从单基因突变到疾病治疗的全链条思维、工业界科研的价值。 调研来源：7篇一手论文 + Nobel Prize官方资料。信息量有限（极低调的科学家），心智模型基于有限推断。 触发词：FOXP3、Treg、免疫耐受、自身免疫、IPEX、Fred Ramsdell、诺贝尔医学奖2025。OtherNo warnings★ 215↓ —
- caching-strategy-helperproflead/codex-skills-libraryRecommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.OtherNo warnings★ 167↓ —
- OpenST Skills IndexBioTender-max/awesome-bio-agent-skillsSkills for Open-ST spatial transcriptomics data processing, from raw BCL files to spatially-resolved single-cell h5ad objects.OtherNo warnings★ 215↓ —
- agile-v-sop-adapterAgile-V/agile_v_skillsBind an organization's controlled SOPs (Standard Operating Procedures) to Agile-V controls, artifacts, and Human Gates so Agile-V execution conforms to the SOPs. Load when creating or checking `.agile-v/SOP_BINDING.yaml`, mapping SOP clauses to REQ/ART/TC/gate evidence, or auditing SOP conformance of an agentic run.OtherNo warnings★ 54↓ —
- atac-seqBioTender-max/awesome-bio-agent-skillsATAC-seq processing with assay QC, MACS3 peak calling, consensus peak matrices, differential accessibility, and motif or footprint follow-up.OtherNo warnings★ 215↓ —
- craig-mello-perspectiveBioTender-max/awesome-bio-agent-skillsCraig C. Mello (2006年诺贝尔生理学或医学奖) 的思维框架与决策视角。 核心镜片：简单模型的力量、RNA作为信息货币、跨学科对话。 调研来源：诺奖官网、学术论文、STAT News、NBC News等一手素材。 触发词：「Mello视角」「RNAi思维」「简单模型思维」「基因沉默」「Mello怎么想」。OtherNo warnings★ 215↓ —
- moltbookanbeime/skill内容创作者与运营专员让 AI Agent 建立专属社交人设时，当用户明确要求 Agent 进行社交互动或社区运营时使用。一键完成注册、发帖、评论、点赞及创建社区，轻松打造 AI 专属社交圈。OtherReview first★ 9.2K↓ —
- combraintfBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run Com-BrainTF (Community-aware Brain Transformer) for fMRI phenotype prediction. Com-BrainTF uses dense FC matrices with a two-level Transformer (per-community local + global) and DEC pooling. NeuroClaw auto-derives community partitions from atlas naming conventions (Yeo 7-net for Schaefer, lobe-based for AAL).OtherNo warnings★ 215↓ —
- detrendingBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform neuroimaging signal denoising with classical detrending methods. This is a non-deep-learning preprocessing route focused on removing low-frequency drift and linear trends from time series before downstream analysis.OtherNo warnings★ 215↓ —
- gwas-prsBioTender-max/awesome-bio-agent-skillsCalculate polygenic risk scores from DTC genetic data using the PGS CatalogOtherNo warnings★ 215↓ —
- 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↓ —
- reference-boardmachina-exm/film-studio-skillsBuild and lock reference boards before asset creation.OtherNo warnings★ 172↓ —
- harness:evolveraphaelchristi/harness-evolverUse when the user wants to run the optimization loop, improve agent performance, evolve the agent, or iterate on quality. Requires .evolver.json to exist (run harness:setup first).OtherNo warnings★ 57↓ —
- 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↓ —
- harness:healthraphaelchristi/harness-evolverUse when the user wants to check dataset quality, diagnose eval issues, or before running evolve. Checks size, difficulty distribution, dead examples, coverage, and splits. Auto-corrects issues found.OtherNo warnings★ 57↓ —
- fmri-skillBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to perform fMRI preprocessing, first-level analysis, ROI extraction, functional connectivity, effective connectivity, or atlas-based alignment to MNI152 space using either fMRIPrep, HCP-style pipelines, or CONN Toolbox. Triggers include: 'fmri', 'fMRI analysis', 'functional connectivity', 'effective connectivity', 'ROI extraction', 'seed-based correlation', 'PPI', 'DCM', 'atlas alignment', 'MNI152', 'HCP pipeline', 'CONN toolbox', or any request involving BOLD data.OtherNo warnings★ 215↓ —
- repo-docs-zhYurunChen/repo-docs-skillsGenerate and maintain repo-docs with Chinese as the primary reader language while preserving source identifiers for lookup. Use when the user asks for Chinese repo docs, mentions repo-docs-zh, wants repo documentation in Chinese, or wants an existing repo-docs package localized for Chinese readers.OtherNo warnings★ 422↓ —Also in 1 other repo
dev:validate
raphaelchristi/harness-evolver
OtherUpdated Apr 18, 2026
From the author
Use 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'.
Install
npx skills add raphaelchristi/harness-evolver --skill dev:validate -a claude-code
Installs to .claude/skills/dev-validate/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Instructions onlyNo network use seenLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 74
Security100
Provenance61
Maintenance50
Licence100
Adoption31
Files (1)
- SKILL.md