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.
49,418 skills from 2,407 repositories · updated 19 minutes ago
10,666 skills
- bio-pathway-gseaBioTender-max/awesome-bio-agent-skillsGene Set Enrichment Analysis using clusterProfiler gseGO and gseKEGG. Use when analyzing ranked gene lists to find coordinated expression changes in gene sets without arbitrary significance cutoffs. Detects subtle but coordinated expression changes.OtherNo warnings★ 215↓ —
- 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↓ —
- 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↓ —
- Intraweb Frameworkdelphicleancode/delphi-spec-kitGuides and standards for using the Intraweb stateful web framework in Delphi projects.OtherNo warnings★ 57↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- DevExpress/DEXT Componentsdelphicleancode/delphi-spec-kitStandards for using DevExpress (DEXT) components in Delphi VCL applicationsOtherNo warnings★ 57↓ —
- DelphiMVCFrameworkdelphicleancode/delphi-spec-kitPatterns for development with DelphiMVCFramework (DMVC) — controllers, Active Record, JWT, SwaggerOtherNo warnings★ 57↓ —
- DelphiMVCFrameworkdelphicleancode/delphi-spec-kitPatterns for development with DelphiMVCFramework (DMVC) — controllers, Active Record, JWT, SwaggerOtherNo warnings★ 57↓ —
- ai-newsAlan-Houxj/ai-news-follow生成每日 AI 新闻日报并推送到飞书。当用户想要 AI 每日热点、AI 日报、AI 新闻，或想把日报接入飞书时使用。OtherNo warnings★ 58↓ —
- harness:setupraphaelchristi/harness-evolverUse when the user wants to set up the evolver in their project, optimize an LLM agent, improve agent performance, or mentions evolver for the first time in a project without .evolver.json.OtherNo warnings★ 57↓ —
- risk-reward-ratioBhala-Srinivash/nse-trading-skillsCalculate and evaluate risk-reward ratios for NSE/BSE equity trades. Includes R:R calculation, minimum R:R tables by win rate, trade filtering rules, and multi-target R:R analysis. Use when the user asks: "risk reward for this trade", "is this trade worth it", "R:R ratio", "what's my risk vs reward", "should I take this trade", "expected value of trade", or any question about whether a trade setup justifies the risk.OtherNo warnings★ 60↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- lggnnBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run LG-GNN (Local-to-Global GNN) for fMRI phenotype prediction. LG-GNN is a PyG-based GNN with SABP (Self-Attention Brain Pooling) and mutual-information regularization. NeuroClaw adapts the original population-graph version to single-subject brain graphs.OtherNo warnings★ 215↓ —
- 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↓ —
- dev:releaseraphaelchristi/harness-evolverUse when the user wants to release a new version, publish to npm, create a GitHub release, bump version, or tag a release. Also use when the user says 'release', 'publish', 'bump version', 'tag', or 'npm publish'.OtherNo warnings★ 57↓ —
- 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↓ —
- ibgnnBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run IBGNN (Interpretable Brain Graph Neural Network) for fMRI phenotype prediction. IBGNN is a PyG-based GNN with a learnable MLP message function over [x_i, x_j, edge_attr], designed for connectome-based brain disorder analysis with post-hoc edge-mask explainer support.OtherNo warnings★ 215↓ —
- 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↓ —
- 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↓ —
- 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↓ —
automation-roi-analysis
naodeng/awesome-qa-skills
OtherUpdated 2 days ago
From the author
Use 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.
Install
npx skills add naodeng/awesome-qa-skills --skill automation-roi-analysis -a claude-code
Installs to .claude/skills/automation-roi-analysis/ · 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
Safety checks on SKILL.md
- Ships scripts we have not reviewedLow
Why 74
Security85
Provenance70
Maintenance100
Licence45
Adoption41
Files (14)
- SKILL.md
- agents/openai.yaml
- evals/cases/basic-success.yaml
- evals/cases/domain-method-regression.yaml
- evals/cases/edge-incomplete-input.yaml
- evals/cases/edge-scope-boundary.yaml
- evals/eval.yaml
- evals/fixtures/check-domain-decisions.sh
- evals/fixtures/check_domain_decisions.py
- evals/fixtures/domain-oracle.json
- evals/local-rules.json
- evals/trigger-prompts.csv
- +2 more