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 2 hours ago
10,666 skills
- 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↓ —
- servicesseldonframe/seldonframeServices / offerings grid with one card per service, each with a distinct icon and a short customer-language description.OtherNo warnings★ 66↓ —
- distill-shieldagenmod/immortal-skillDistill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。OtherNo warnings★ 1.1K↓ —
- 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↓ —
- better-prompthuangwb8/skills当用户明确要求"优化 prompt"、"改进提示词"、"润色指令"、"将简陋 prompt 转换为最佳实践版本"，或要求"把 prompt 改写成伪代码"、"翻译成程序结构/可编程自然语言"时使用。支持两种输出模式：standard（基于 OpenAI/Anthropic 官方最佳实践做增强优化）与 prompt_program（严格等价翻译为 Prompt Program 方言）。OtherReview first★ 50↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- pytdcBioTender-max/awesome-bio-agent-skillsTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.OtherNo warnings★ 215↓ —
- re-ebpffreyrswift/UaStationeBPF 程序逆向与对抗分析：BPF-64 指令集、progs/maps 关联、bpftool 反汇编、跟踪取证/恶意样本/EDR 对抗三用途。 触发词：eBPF、BPF、bpftool、bcc、libbpf、xlated、BPF 指令、bpf hook、EDR 对抗、tracepoint、kprobe。OtherNo warnings★ 58↓ —
- 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↓ —
- umap-learnBioTender-max/awesome-bio-agent-skillsUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.OtherNo warnings★ 215↓ —
- 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↓ —
- Spatial Omics Skills IndexBioTender-max/awesome-bio-agent-skillsSkills for spatial transcriptomics analysis including single-cell to spatial mapping (MOSCOT), 3D visualization (PyVista), and related spatial workflows.OtherNo warnings★ 215↓ —
- readabilityhumanizerai/agent-skillsAnalyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.OtherNo warnings★ 54↓ —
- testdriver:machine-setuptestdriverai/testdriveraiConfigure Linux and Windows sandboxes, persist machines between runs, and install custom softwareOtherNo warnings★ 386↓ —
- harness:certifyraphaelchristi/harness-evolverUse when the user wants to verify that the evolved agent's score is stable and reliable. Runs evaluation multiple times and reports mean ± std.OtherNo warnings★ 57↓ —
- 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 分布式 Trace 分析 and distributed trace analysis.OtherNo warnings★ 297↓ —
- 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↓ —
- 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↓ —
- 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-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↓ —
- 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↓ —
- 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 质量风险分析 and quality risk analysis.OtherNo warnings★ 297↓ —
- 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↓ —
- team-onboarding-guideproflead/codex-skills-libraryCreate an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.OtherNo warnings★ 167↓ —
regression-optimization
naodeng/awesome-qa-skills
OtherUpdated 2 days ago
From the author
Use this skill when you need evidence-bounded tradeoffs among regression selection, ordering, parallelism, caching, and risk preservation; triggers include 回归范围 and regression scope.
Install
npx skills add naodeng/awesome-qa-skills --skill regression-optimization -a claude-code
Installs to .claude/skills/regression-optimization/ · 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