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
- incident-postmortemproflead/codex-skills-libraryDraft an incident postmortem with timeline, RCA, and action items. Use when a senior developer needs a structured post-incident report.OtherNo warnings★ 167↓ —
- codebase-orientationproflead/codex-skills-libraryGuide quick orientation of an unfamiliar codebase with module mapping, entry points, and local run steps. Use when a junior developer needs to get situated fast.OtherNo warnings★ 167↓ —
- caching-strategy-helperproflead/codex-skills-libraryRecommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.OtherNo warnings★ 167↓ —
- go-namingcxuu/golang-skillsUse when naming any Go identifier — packages, types, functions, methods, variables, constants, or receivers — to ensure idiomatic, clear names. Also use when a user is creating new types, packages, or exported APIs, even if they don't explicitly ask about naming conventions. Does not cover package organization (see go-packages).OtherNo warnings★ 190↓ —
- 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↓ —
- tu-youyou-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔医学奖得主屠呦呦（Tu Youyou, 2015）的思维框架蒸馏。 核心镜片：从传统智慧中提取科学灵感的"古今转化"思维；低温突破决策。 警告：信息密度低（公开演讲/访谈极少），心智模型基于有限素材推断，诚实边界篇幅大。 触发词：「屠呦呦视角」「青蒿素思维」「古今转化」「传统中药现代化」。OtherNo warnings★ 215↓ —
- 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↓ —
- anndataBioTender-max/awesome-bio-agent-skillsData structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.OtherNo warnings★ 215↓ —
- icaBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform resting-state network decomposition using ICA. This is a non-deep-learning unsupervised route focused on extracting intrinsic connectivity networks, component maps, and subject-level time series from resting-state fMRI.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↓ —
- scanpyBioTender-max/awesome-bio-agent-skillsStandard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.OtherNo warnings★ 215↓ —
- ci-failure-triageproflead/codex-skills-libraryDiagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.OtherNo warnings★ 167↓ —
- ca-releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- deepchemBioTender-max/awesome-bio-agent-skillsMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.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 分布式 Trace 分析 and distributed trace analysis.OtherNo warnings★ 297↓ —
- bntBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run BrainNetworkTransformer for fMRI phenotype prediction, including data loading, training, and evaluation. BNT uses dense FC matrices (no PyG dependency) with DEC pooling + interpretable transformer encoder.OtherNo warnings★ 215↓ —
- 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↓ —
- 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↓ —
- list-skillsapache/magpiePrint a human-readable index of every skill installed for this repository, grouped by the family each one declares, with the name to invoke it by and the first sentence of its `description`. Generated on every run from live `SKILL.md` frontmatter, so it never goes stale.OtherReview first★ 138↓ —
- 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↓ —
- 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↓ —
- sec-edgarkansoku-trade/kansokuUS SEC EDGAR filings — list 10-K/10-Q/8-K/Form 4/S-1, fetch filing text, parse insider Form 4 transactions.OtherNo warnings★ 334↓ —
- ca-releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- 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↓ —
distributed-trace-analysis
naodeng/awesome-qa-skills
OtherUpdated 2 days ago
From the author
Use 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.
Install
npx skills add naodeng/awesome-qa-skills --skill distributed-trace-analysis -a claude-code
Installs to .claude/skills/distributed-trace-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 (12)
- 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-risk-priority.yaml
- evals/eval.yaml
- evals/fixtures/check-domain-decisions.sh
- evals/fixtures/check_domain_decisions.py
- evals/fixtures/domain-oracle.json
- prompts/distributed-trace-analysis.md
- references/domain-decision-example.md