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
10,657 skills
- spacenetBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform disease classification with SpaceNet. This is a non-deep-learning supervised route focused on voxel-wise neuroimaging-based case-control prediction with sparse and interpretable weight maps.OtherNo warnings★ 215↓ —
- 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↓ —
- Intraweb Frameworkdelphicleancode/delphi-spec-kitGuides and standards for using the Intraweb stateful web framework in Delphi projects.OtherNo warnings★ 57↓ —
- readabilityhumanizerai/agent-skillsAnalyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.OtherNo warnings★ 54↓ —
- re-crash-triagefreyrswift/UaStation崩溃/漏洞样本分析：确定性复现、ASAN/UBSAN 报告解读、输入最小化 (afl-tmin/cmin)、gdb 回溯定位、rr 录制重放、PoC 产出。 触发词：崩溃、crash、ASAN、UBSAN、未定义行为、UAF、堆溢出、越界、段错误、segfault、 core dump、PoC、漏洞分析、崩溃分析。OtherNo warnings★ 58↓ —
- 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↓ —
- seq-wranglerBioTender-max/awesome-bio-agent-skillsNGS read QC, alignment, and BAM processing pipeline. Wraps FastQC, BWA/Bowtie2/Minimap2, SAMtools, and MultiQC for automated read-to-BAM workflows.OtherNo warnings★ 215↓ —
- distributed-trace-analysisnaodeng/awesome-qa-skillsUse this skill when you need to analyze distributed traces for call paths, latency, errors, and evidence gaps; triggers include distributed trace analysis.OtherNo warnings★ 297↓ —
- develop-method-to-sotagxCaesar/open-research-skillsUse when a method is not yet beating its baseline and the next change has to be chosen, including improving a model, reaching state of the art, deciding which component to add next, measuring headroom before building, designing an ablation control that can void a component, reading error by slice instead of one aggregate, or deciding whether to keep iterating or stop. Use during exploratory development on a development split, before any confirmatory run is frozen.OtherNo warnings★ 63↓ —
- fable-setupJunhan2/oh-my-fableOptional, recommended once. The plugin works with no setup (hook delivery, auto-detected mode, subagents covered). Use /fable-setup to move the base rules into a rules file (the recommended delivery, also the one for agent teams) or a CLAUDE.md section, pin interactive/unattended mode, see where effort comes from, or audit CLAUDE.md for conflicting rules. To see what is in effect, use /fable-status instead. Triggers: "/fable-setup", "fable 세팅", "환경 점검", "무인 모드로", "apply the Fable guide", "set up for Fable 5.1", "set up for Opus 5.5", "unattended mode", "rules file".OtherReview first★ 58↓ —
- 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↓ —
- 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↓ —
- ca-releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- 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↓ —
- 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↓ —
- jack-w-szostak-perspectiveBioTender-max/awesome-bio-agent-skillsJack W. Szostak（2009年诺贝尔生理学或医学奖得主）思维框架。 端粒与端粒酶的共同发现者，RNA世界假说/生命起源领域的领军人物。 核心镜片：化学还原论+跨学科碰撞+问题选择艺术。 适用场景：科研方向选择、跨学科创新、从化学第一性原理思考生命问题、科研诚信决策。OtherNo warnings★ 215↓ —
- asset-passportmachina-exm/film-studio-skillsCreate film-asset passports before generation. Use for characters, locations, props, and state variants that need repeatable visual identity.OtherNo warnings★ 172↓ —
- Delphi SOLID Patternsdelphicleancode/delphi-spec-kitSOLID implementation patterns for Delphi projects — Repository, Service, Factory, Strategy with constructor injection and interfacesOtherNo warnings★ 57↓ —
- 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↓ —
- find-skillsEXboys/evotownHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.OtherNo warnings★ 157↓ —
- 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↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- 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↓ —
kmeans
BioTender-max/awesome-bio-agent-skills
OtherUpdated Jul 1, 2026
From the author
Use this model doc whenever the user wants to perform brain parcellation using K-means. This is a non-deep-learning unsupervised route focused on parcel discovery, voxel or vertex grouping, and atlas-like region generation from neuroimaging features.
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill kmeans -a claude-code
Installs to .claude/skills/kmeans/ · 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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