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.
49,466 skills from 2,407 repositories · updated 5 minutes ago
10,662 skills
- interactive-learninggeekjourneyx/interactive-learning接收任意文本、链接、文档或问题，把“解释一下”升级成真正的学习闭环：先判断值不值得学、该学多深，再用最小验证逼出真实理解，并在必要时动态生成 checkpoint HTML。只要用户明显想“学懂”“吃透”“带我学”“帮我验证我是不是真懂了”，而不是只要摘要、改写或普通解释，就应主动使用本技能。也适用于用户想导出学习卡片、checkpoint 页面、复盘页、学习状态页的场景。OtherNo warnings★ 51↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- 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↓ —
- liuyao-divinationsonggoldenwind-crypto/liuyao-skills用于六爻起卦、卦盘核对、断卦、取用神、旺衰病药、来意分析和应期推断，以及婚恋、求财、事业、出行、失物等具体占问。采用世爻用神人、双原与病药的测算体系；不用于八字、紫微、塔罗或一般现实预测。OtherNo warnings★ 66↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- using-colinPrefectHQ/colinHow to use Colin to compile agent skills from live sources. Use when working with Colin projects, templates, compilation, or skill management.OtherNo warnings★ 124↓ —
- servicesseldonframe/seldonframeServices / offerings grid with one card per service, each with a distinct icon and a short customer-language description.OtherNo warnings★ 66↓ —
- my-novelxiaofeng-928/chinese-longnovel-skill长篇网络小说的开书、规划、写作、审修和导出。用于明确的小说项目任务；不用于一般文档或技能工程。OtherNo warnings★ 74↓ —
- org-standardizationproflead/codex-skills-libraryDefine engineering standards across teams. Use when a senior developer needs to align practices.OtherNo warnings★ 167↓ —
- 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↓ —
- forms-and-inputzakariaf/Flutter-SkillsEnforces Form + GlobalKey<FormState> with TextFormField whose sync validator returns a localized String? (never a hardcoded literal), AutovalidateMode.onUserInteraction, async availability checks moved OUT of the sync validator into a debounced Riverpod Notifier that surfaces errors through state, FocusNode/TextInputAction/onFieldSubmitted traversal, keyboardType/textCapitalization/autofillHints/TextInputFormatter, mandatory TextEditingController/FocusNode disposal, submit-enabled derived from validity (not stored), and scoped rebuilds so a keystroke never rebuilds the whole form. Use when building a Form, TextFormField, or FormField; wiring sync or async validation; managing FocusNode, focus traversal, autofocus, TextInputAction, onFieldSubmitted, or onEditingComplete; setting keyboardType, autofillHints, textCapitalization, or InputFormatter; disposing TextEditingController/FocusNode; enabling/disabling a submit button; or handling keyboard-avoidance on submit.OtherNo warnings★ 65↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- tephrahaorantang97/LabArt把一张图重画成黑底像素画，两种正典画法按题材二选一：**纯粒子**（会动的短笔触沿图像自身 的结构方向流动，适合浪／烟／光柱这类本来就在流动的东西），或**网点实体**（把明暗翻译成 逐帧静止的有序点阵，适合人像／雕塑／动物这类要读出轮廓和体积的东西，并且只有它能把形体 梳成硬边碎裂条）。动效按画面的物理规律分区规划；可选地让一部分形体溃散成飞灰，同时锚定 另一部分保持实体与原色。输出静态 PNG 与无缝循环 GIF/MP4。 触发：/tephra、「粒子流动效果」「把这张图重绘成笔触」「黑底像素画」「网点碎裂」。 算法与代码全部原创，输出不基于任何模型，也不复制任何具体作品。OtherNo warnings★ 290↓ —
- 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↓ —
- harness:statusraphaelchristi/harness-evolverUse when the user asks about evolution progress, current scores, best version, how many iterations ran, or whether the loop is stagnating.OtherNo warnings★ 57↓ —
- fredkansoku-trade/kansokuUS/global macro time series from St. Louis Fed FRED — CPI, GDP, Fed funds, yields, M2, DXY, etc.OtherNo warnings★ 334↓ —
- 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↓ —
- team-onboarding-guideproflead/codex-skills-libraryCreate an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.OtherNo warnings★ 167↓ —
- 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↓ —
- rules-distillmturac/everything-openai-codexScan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule filesOtherNo warnings★ 75↓ —
- 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
- 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↓ —
regression-scope-analysis
naodeng/awesome-qa-skills
OtherUpdated 2 days ago
From the author
Use 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.
Install
npx skills add naodeng/awesome-qa-skills --skill regression-scope-analysis -a claude-code
Installs to .claude/skills/regression-scope-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/regression-scope-analysis.md
- references/domain-decision-example.md