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.
46,097 skills from 2,198 repositories · updated 3 minutes ago
9,543 skills
- maintain-verification-skilldsebban/skillsPeriodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for /skill:maintain-verification-skill or "audit the verify skill".OtherNo warnings★ 69↓ —
- principle-explain-the-numberdsebban/skillsApply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.OtherNo warnings★ 69↓ —
- benchmark-checklistdsebban/skillsVet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.OtherNo warnings★ 69↓ —
- in-your-own-wordsdsebban/skillsRestate in your own words what you think the user's goals are and what problem they're trying to solve. Use for /skill:in-your-own-words.OtherNo warnings★ 69↓ —
- automate-medsebban/skillsUse for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via the authoring-a-skill playbook + unslop, optionally pulling fresh evidence from recent session history.OtherNo warnings★ 69↓ —
- roblox-npc-aiEL4CTEO/roblox-skillsNPCs and enemy AI - PathfindingService (CreatePath, ComputeAsync, costs, modifiers, links, blocked paths), chase/follow loops, state machines, perception and line of sight, spawning/pooling, scaling to many NPCs. Use when creating enemies, pets, followers, shopkeepers, wave spawners, or fixing NPCs that get stuck, jitter, or lag the server.OtherNo warnings★ 55↓ —
- no-commentsdsebban/skillsSpawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.OtherNo warnings★ 69↓ —
- ca-watcharbiterForge/codeArbiterWatch a PR's CI to completion — diagnose on red, notify and offer the merge on green. Never auto-merges.OtherNo warnings★ 149↓ —
- constitutional-aiKalarisLabs/research-agent-skillsAnthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.OtherNo warnings★ 76↓ —
- punct-polishtaxueseek/plainspoken-writing【标点打磨】AI写中文最常见的毛病就是标点：半角逗号、缺少中西空格、直引号、破折号滥用……这个技能一次性解决。覆盖中文散文、技术文档、中英混排、社交媒体四种场景，代码和URL完全不动，还具备英文标点校对能力。 触发：检查标点、修正标点、标点有问题、标点规范、半角改全角、中西空格、标点符号检查、punctuation、fix punctuation。 Not for：纯英文文本校对（→ 英文编辑工具）、纯代码文件、用户明确说"不要改标点"。OtherNo warnings★ 68↓ —
- scenario-maya-riggingscenario-labs/skillsUse when rigging a character, creature or prop in Maya: "rig this character", placing or orienting joints, Orient Joint doing nothing, IK/FK switch and matching, pole vector flips or elbow drift, space switching, foot roll, spline IK spine, offsetParentMatrix, blendMatrix or matrix rigging, controls and lockdown for animators, Quick Rig, HumanIK, AdvancedSkeleton or mGear, a game skeleton for Unreal or Unity, or a slow rig (parallel evaluation, profiling, GPU Override not kicking in).OtherNo warnings★ 1.2K↓ —
- punct-mastertaxueseek/plainspoken-writing【标点综合治理】AI标点错误全谱系治理，中文为主英文为辅。12类错误检测+自动修正，四类场景（散文/技术文档/双语/社交）差异化规则，代码/URL/机器可读内容100%保护，具备英文标点总编辑处理能力。 触发：检查标点、修正标点、标点有问题、标点规范、半角改全角、中西空格、标点符号检查、punctuation、fix punctuation。 Not for：纯英文文本校对（→ 英文编辑工具）、纯代码文件、用户明确说"不要改标点"。OtherNo warnings★ 68↓ —
- swarmdsebban/skillsFan out N parallel workers, drain them, and return one report. Use for /swarm, 'swarm this', or parallel coverage, races, gauntlets, and exploration.OtherNo warnings★ 69↓ —
- using-syncJanYork/llm-wiki-cliUse when an Agent needs to synchronize LWC Wiki stores across SSH hosts, resume or abort an interrupted Sync session, or resolve semantic Sync conflicts safely.OtherNo warnings★ 68↓ —Also in 3 other repos
- using-bookJanYork/llm-wiki-cliUse to import, prepare, read, or synthesize a complete supported book in verified source order. Skip ordinary document lookup.OtherNo warnings★ 68↓ —Also in 3 other repos
- simpo-trainingKalarisLabs/research-agent-skillsSimple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.OtherNo warnings★ 76↓ —
- cesiumjs-imageryCesiumGS/cesiumjs-skillsCesiumJS imagery layers - ImageryProvider, ImageryLayer, ImageryLayerCollection, WMS, WMTS, Bing, OpenStreetMap, ArcGIS, Mapbox, tile discard policies. Use when adding or swapping base map layers, configuring imagery providers, layering multiple map sources, or creating split-screen imagery comparisons.OtherNo warnings★ 193↓ —
- deepline-quickstartgetaero-io/gtm-eng-skillsRun a quick Deepline demo with a maintained Play.OtherNo warnings★ 72↓ —
- using-cesiumjs-skillsCesiumGS/cesiumjs-skillsUse when a conversation begins with a CesiumJS development request - maps the 14 domain skills on offer and explains how passive activation selects between themOtherNo warnings★ 193↓ —
- thoroughness-scoringrohitg00/pro-workflowScore every decision point with a Thoroughness Rating (1-10). AI makes the marginal cost of doing things properly near-zero — pick the higher-rated option every time. Includes scope checks to distinguish contained vs unbounded work.OtherNo warnings★ 2.9K↓ —
- niche-signal-discoverygetaero-io/gtm-eng-skillsDeprecated alias. This skill was renamed to `deepline-scoring`. Use when a user or script still invokes `/niche-signal-discovery`: immediately load and follow the `deepline-scoring` skill instead. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals.OtherNo warnings★ 72↓ —
- fpfTserenTserenov/FMT-exocortex-templateЗагрузка применимых принципов для задачи из иерархии Pack → SPF → FPF. Используй когда нужно найти релевантные принципы перед принятием решения.OtherNo warnings★ 63↓ —
- btp-abap-environmentlikweitan/abap-skillsHelp with SAP BTP ABAP Environment setup and development including service instance creation, ADT connectivity, communication arrangements, communication scenarios, inbound/outbound services, destination configuration, identity and access management, software components, and first-project scaffolding. Use when users ask about BTP ABAP Environment, SAP BTP ABAP, Steampunk, ABAP environment service instance, ADT connection to BTP, communication arrangement, communication scenario, communication system, outbound communication, inbound communication, destination service, software component, ABAP system on BTP, or cloud ABAP development setup. Triggers include "set up BTP ABAP", "connect ADT to BTP", "communication arrangement", "communication scenario", "create service instance", "ABAP on BTP", "outbound service", or "first ABAP project on BTP".OtherNo warnings★ 72↓ —
- archgateTserenTserenov/FMT-exocortex-templateОценка архитектурного решения по 7 характеристикам ЭМОГССБ (v3.1 — фильтр допуска, атрибут-сценарии, совет затронутых сторон; профиль без агрегатного балла, conjunctive screening). Используй когда пользователь предлагает архитектурное решение, новый инструмент или системное изменение.OtherNo warnings★ 63↓ —
liu-siyi-qunxiang-perspective
swaylq/master-skill
OtherUpdated Sep 6, 2026
From the author
群响刘思毅视角. 操盘手社群头部 + 私域 + 矩阵派代表. 调用此 skill 时, 用刘思毅的认知框架做小红书操盘手 + 私域 + 矩阵决策.
Install
npx skills add swaylq/master-skill --skill liu-siyi-qunxiang-perspective -a claude-code
Installs to .claude/skills/liu-siyi-qunxiang-perspective/ · 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
Instructions onlyNo network use seenLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 82
Security100
Provenance67
Maintenance85
Licence100
Adoption38
Files (1)
- SKILL.md