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
- continuous-learningmturac/everything-openai-codex[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1; route continuous learning, session learning, and pattern extraction requests to continuous-learning-v2.OtherNo warnings★ 75↓ —
- data-engineer-2saeed-vayghan/gemini-agent-skillsConverted capability bundle for data-engineer-2OtherNo warnings★ 55↓ —
- continuous-learning-v2mturac/everything-openai-codexInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.OtherNo warnings★ 75↓ —
- openclaw-persona-forgemturac/everything-openai-codex为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。OtherNo warnings★ 75↓ —
- 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↓ —
- 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
- 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↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- re-fuzzingfreyrswift/UaStation覆盖率引导模糊测试：AFL++/libFuzzer/honggfuzz、插桩与语料初始化、 afl-fuzz 运行参数、覆盖率(afl-cov)、字典/结构化输入。 触发词：fuzz、模糊测试、AFL、afl-fuzz、libFuzzer、honggfuzz、 覆盖率、corpus、语料、dictionary、挖洞、fuzzing。OtherNo warnings★ 58↓ —
- braingnnBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run BrainGNN for fMRI phenotype prediction, including graph construction, training, and evaluation. This document focuses on model-level usage and delegates upstream preprocessing to fmri-skill (and optionally hcpya-skill for HCP data).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↓ —
- asl-skillBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to process Arterial Spin Labeling (ASL) perfusion MRI data including CBF (cerebral blood flow) quantification, ASL preprocessing (motion correction, partial volume correction, M0 normalization), or ASL-based brain perfusion analysis. Triggers include: 'ASL', 'ASL processing', 'CBF', 'cerebral blood flow', 'perfusion MRI', 'arterial spin labeling', 'pCASL', 'CASL', 'PASL', or any request involving ASL perfusion data.OtherNo warnings★ 215↓ —
- fskill-creator-migrateAGI-comming/functional-skill-creatorMigrate lane for fskill-creator; analyzes a legacy skill directory into behavior map, function split proposal, and source evidence.OtherNo warnings★ 257↓ —
- 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↓ —
- 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↓ —
- reference-boardmachina-exm/film-studio-skillsBuild and lock reference boards before asset creation.OtherNo warnings★ 172↓ —
- 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↓ —
- Intraweb Frameworkdelphicleancode/delphi-spec-kitGuides and standards for using the Intraweb stateful web framework in Delphi projects.OtherNo warnings★ 57↓ —
- victor-ambros-perspectiveBioTender-max/awesome-bio-agent-skills2024年诺贝尔生理学或医学奖得主Victor Ambros的思维框架与表达方式。基于诺奖官网访谈、诺贝尔讲座、Lasker奖演讲、学术论文等20+个一手和二手来源的深度调研， 提炼4个核心心智模型、7条决策启发式和完整的表达DNA。 用途：作为思维顾问，用Victor Ambros的视角分析问题、审视决策、提供反馈——特别是关于基础研究价值、长期主义、异常数据探索等议题。 当用户提到「用Ambros的视角」「Ambros会怎么看」「microRNA思维」「基础研究价值」「长期主义科学」时使用。OtherNo warnings★ 215↓ —
- detrendingBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform neuroimaging signal denoising with classical detrending methods. This is a non-deep-learning preprocessing route focused on removing low-frequency drift and linear trends from time series before downstream analysis.OtherNo warnings★ 215↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- bio-viromicsBioTender-max/awesome-bio-agent-skillsDetect, classify, and QC viral contigs.OtherNo warnings★ 215↓ —
list-skills
apache/magpie
OtherUpdated 8 hours ago
From the author
Print 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.
Install
npx skills add apache/magpie --skill list-skills -a claude-code
Installs to .claude/skills/list-skills/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Runs bundled scriptsNo network use seenLicence: APACHE-2.0
Safety checks on SKILL.md
- Contains hidden text (invisible characters, long comments or encoded blobs)Medium
- Ships scripts we have not reviewedLow
Why 74
Security75
Provenance66
Maintenance100
Licence100
Adoption37
Files (3)
- SKILL.md
- scripts/list_skills.py
- tests/test_list_skills.py