AI-Fleet 运营手册

AI 执行,人类决策。820 个技能分为蜂群(并行选优)与管线(顺序执行),共 39 组。

22蜂群
17管线
820技能
38MCP
45CLI
我想做什么

场景导航

从你的任务出发,直达正确的 Group 和命令。

写代码 / 修 Bug/code-quality-swarm
做产品原型/design-ui-swarm + Stitch
写 PRD / 竞品分析/pm-strategy-swarm
财税合规问题/finance-tax-swarm
部署 / CI/CD/devops-infra-swarm
爬网页 / 抓数据/web-scraping-pipeline
做视频 / TTS/video-media-pipeline
写公众号文章/wechat-content-pipeline
学习 / 论文研究/research-learning-swarm
飞书操作/lark-suite-swarm
浏览器自动化/browser-automation-pipeline
不知道用什么ai auto 或 /find-skills
蜂群

并行蜂群 (22 groups)

蜂群:描述任务,系统从多个专家技能中选出最合适的执行。

/design-ui-swarm

蜂群

设计系统、图表绘制、海报生成、UI/UX 评审、原型、PPT

触发词: design, ui, ux, diagram, ppt, slides, prototype, html style, 设计, 图表, 原型, poster design, plantuml, mermaid, vega, graphviz, 架构图, 流程图, infographic, UML, 云架构, stencil, excalidraw, 手绘风, hand-drawn, drawio, 可编辑图, fireworks, SVG技术图, tech graph

展开 75 个 Skill
Skill说明
ai-drawio图表生成能力已整合到 PPT 生成 Skill 中,作为 PPT 自动生成图表的核心模块。
antv-infographic将 AntV Infographic(@antv/infographic)封装为本地可调用 Skill:输入 Infographic DSL 或要点列表 → 渲
base-ui把 Base UI 的使用流程固化为可复用 runbook,支持自动触发与落盘文档。
beautiful-mermaid把 Mermaid 图表的"美观渲染 + 终端 ASCII 输出"流程固化为可复用 runbook,并提供主题与配色的标准做法。
better-iconsBetter Icons
canvas-designCanvas Design
design-prompts此 Skill 集成了 Design Prompts 的设计提示词库功能,提供丰富的 UI/UX 设计风格提示词,帮助你快速生成专业的设计方案描述。
design-taste-frontendDesign Taste Frontend
diceuiDice UI:基于 shadcn/ui 的大量业务组件库(支持 pnpm dlx shadcn@latest add 直接安装)。提供 setup/searc
drawio-diagramDrawio Diagram
excalidraw-diagram-skillExcalidraw Diagram Skill
figma-vectorizer把"图片转高质量矢量 SVG + Figma 落地"的流程固化为可复用 runbook,支持本地批量处理与可审计输出。
frontend-designThis skill guides creation of distinctive, production-grade frontend interfaces
frontend-html-themefrontend-html-theme 是 AI-tools 的 单一事实源 HTML 主题 Skill:把"任何由 AI-tools 生成/导出的 HTML
html-bloomberg-styleHtml Bloomberg Style
html-document-styleHtml Document Style
html-economist-styleHtml Economist Style
html-mckinsey-styleHtml Mckinsey Style
html-style-routerHtml Style Router
impeccablename: impeccable-design
json-canvasJson Canvas
kumo-ui把 Cloudflare Kumo UI 的安装、使用、CLI 与组件注册表流程固化为可复用 runbook,支持自动触发与落盘文档。
lobe-iconsLobeHub AI/LLM 模型图标库(Lobe Icons)本地缓存与检索:setup 拉取全量图标、search 搜索、export 导出 SVG。
motionsites-landingMotionsites Landing
nanobanana-image-genNanobanana Image Gen
obsidian-visual-skills该 Skill 用于把 Obsidian 的可视化技能包安装到你的 Obsidian Vault 或任意项目目录中,以便 Claude Code 能按需使用(以
pake-native-appPake Native App
pencil-dev把 Pencil 的设计到代码工作流固化为可复用 runbook 与组件文档。
pixelle-videoPixelle-Video:AI 全自动短视频引擎(repo-first 安装 + 运行 + 依赖检查)。
ppt-masterPpt Master
pptgen-drawioPptgen Drawio
product-designProduct Design
qiaomu-design-advisorQiaomu Design Advisor
qiaomu-mondo-poster-designQiaomu Mondo Poster Design
ralph-wiggumRalph Wiggum Playbook:把 how-to-ralph-wiggum 方法落盘为可复用工件(AUDIENCE_JTBD/specs/IMPLE
redesign-existing-projectsRedesign Existing Projects
svgl-shadcn-ui此 Skill 集成了两个强大的前端资源库:
svglogo-iconsSVGLOGO(svglogo.top)国内矢量 LOGO 图标库:setup 拉取索引并可选全量下载 SVG,search 搜索,export 导出 SVG(
tanstack-start-dashboard基于 Kiranism/tanstack-start-dashboard 的管理后台 Starter(TanStack Start + shadcn/ui)。提
ui-skills该 Skill 用于把 UI Skills(一套面向 agents 的"主观 UI 约束")安装为 Claude Code Skills,帮助 AI 在做前端界
ui-ux-pro-max将 UI/UX Pro Max 的多平台设计体系固化为可复用 runbook 与 doc pack,覆盖安装、启用、使用与验收路径。
visual-styleVisual Style
web-interface-guidelines该 Skill 用于把 Vercel Web Interface Guidelines(一套面向"可访问性/交互/性能/视觉细节"的 UI 规范)安装为 Cla
ljg-cardLjg Card
ljg-cardsLjg Cards
ljg-infographLjg Infograph
codex-slidesCodex Slides
codex-figmaCodex Figma
codex-figma-implement-designCodex Figma Implement Design
codex-figma-useCodex Figma Use
codex-figma-design-rulesCodex Figma Design Rules
codex-figma-generate-designCodex Figma Generate Design
codex-figma-generate-libraryCodex Figma Generate Library
codex-frontend-skillCodex Frontend Skill
html-slides-aurora-glassHtml Slides Aurora Glass
html-slides-midnight-techHtml Slides Midnight Tech
html-slides-routerHtml Slides Router
html-slides-swiss-cleanHtml Slides Swiss Clean
html-slides-terracottaHtml Slides Terracotta
mdv-archimateMdv Archimate
mdv-architectureMdv Architecture
mdv-bpmnMdv Bpmn
mdv-canvasMdv Canvas
mdv-cloudMdv Cloud
mdv-data-analyticsMdv Data Analytics
mdv-graphvizMdv Graphviz
mdv-infocardMdv Infocard
mdv-infographicMdv Infographic
mdv-iotMdv Iot
mdv-mermaidMdv Mermaid
mdv-networkMdv Network
mdv-securityMdv Security
mdv-umlMdv Uml
mdv-vegaMdv Vega
designDesign

/workflow-meta-swarm

蜂群

工作流编排、Agent 协作、任务规划、n8n 自动化、Skill 管理

触发词: workflow, pipeline, flow contract, AI flow, plan, cognitive reflection, n8n, agent, worktree, tdd, 工作流, 管线, 计划, 认知反思, 流程自动化, advisor, 顾问, skill create, Hermes ecosystem, Hermes community, Hermes 社区, Hermes 插件, splashboard, terminal dashboard, shell splash, project dashboard, .splashboard, 终端仪表盘, 项目状态面板, subagent brief, subagent-brief, subagent token, prompt cache, prefix cache, agent brief, 子代理 brief, 子代理省 token, agency-agents, agency agents, The Agency, 专家级 Agent, 专家级角色, 角色库, AI 员工, 虚拟公司

展开 68 个 Skill
Skill说明
activity-visual-logGenerate an Obsidian Canvas + Markdown daily activity log from Chrome history an
agency-agentsRepo-first intake and router for msitarzewski/agency-agents: search, inspect, co
advisor-councilAdvisor Council
agent-eval-systemAgent Eval System:任务 + 评分器 + Transcript + Outcome 的可审计评估框架。
ai-flow-contractGenkit-inspired AI flow contract scaffold: schema, examples, eval dataset, evalu
agent-pack-n-goname: agent-pack-n-go
agent-teams-swarmPut the 51 SOP pipelines (6 SDLC phases) into multi-agent execution mode. Instea
autoresearchAutoresearch
bmad-method把 BMAD 的三类资产落到项目仓库中,形成可追踪、可复用、可审计的交付流程:
brainstormingBrainstorming
capability-evolverCapability Evolver
claude-model-bridge把 Claude Code 安全桥接到第三方模型提供方;默认内置 ZenMux,并支持基于 provider descriptor 的扩展。
claude-hud该 Skill 用于安装 Claude HUD(Claude Code statusline 插件),展示上下文使用量、工具活动、运行中的代理和 todo 进度
splashboardAdd and operate Splashboard terminal splash dashboards for project-aware shell s
cli-relayname: cli-relay
composio-skillsComposio Skills
confidence-checkConfidence Check
continueContinue
cognitive-reflectionThis skill upgrades reflection from \"append another note\" to a compact learnin
cognitive-skeleton211 thinking models (111 Munger mental models + 100 PM frameworks) organized int
craft-agents-ossCraft Agents OSS:桌面 App 安装/诊断/运行(repo-first)。
creating-skillsCreating Skills
dispatching-parallel-agentsDispatching Parallel Agents
everything-claude-code把 Everything Claude Code 的配置集合(agents/skills/hooks/commands/rules/MCP)固化为可复用 run
executing-plansExecuting Plans
finishing-a-development-branchFinishing A Development Branch
full-output-enforcementFull Output Enforcement
harness-engineeringHarness Engineering
hermes-ecosystem-radarVerify, classify, and safely integrate Hermes Agent community repositories. Use
manus-sandboxManus Sandbox 知识包(生命周期/安全/隐私/运行手册),支持生成 doc pack。
multi-agent-orchestrationThis skill imports the core multi-agent and PM2 orchestration commands from the
multi-expert-roundtable-reportRun a structured multi-expert roundtable and produce a conclusion-first pyramid-
multi-role-brainstormMulti-role brainstorm SOP for competitive analysis and comprehensive project pla
n8n-automationN8N Automation
oc-wrapped将你的本地 OpenCode 使用数据生成"年度回顾"(类似 Spotify Wrapped),输出一张可分享的 PNG 图片,并把证据(命令/日志/产物)落盘
planning-with-files没有。它的核心非常朴素:**把长内容与关键决策存到文件里**,对话上下文只保留“路径 + 最小摘要”,并且在每次做决定前**重新读取计划文件**,让目标始终保持
ralph-loop一键初始化 Ralph loop(Claude 官方 ralph-wiggum 插件工作流):生成 `.claude/ralph-loop.local.md`,
receiving-code-reviewReceiving Code Review
reflection这个 Skill 用于“阶段性反思/复盘/沉淀”:把你在任务过程中遇到的问题、修复思路、验证方式与下一步计划,按统一结构写入文件,避免信息散落在对话里不可审计、
requesting-code-reviewRequesting Code Review
retroRetro
skill-group-loopSkill Group Loop
skills-marketplace此 Skill 集成了 Skills Marketplace (skillsmp.com),这是一个拥有 25,000+ 开源 Claude Skills 的社
sprint-pipeline-v2Sprint Pipeline V2
stop-slopStop Slop
strategic-compactStrategic Compact
subagent-briefUse before spawning any subagent, Task tool, Agent tool, worker, explorer, swarm
subagent-driven-developmentSubagent Driven Development
supermemorySupermemory
systematic-debugging**NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.**
telos-frameworkTELOS Framework:为 Claude Code 落盘自我访谈框架(TELOS.md + prompts + upgrade guides)。
test-driven-developmentTest Driven Development
using-git-worktreesUsing Git Worktrees
using-superpowers<EXTREMELY-IMPORTANT> If you think there is even a 1% chance a skill might apply
verification-before-completion**NO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE.**
workflow-router当你输入一些典型“任务场景”表达(例如 `新任务:...` / `重构任务...` / `功能优化...`)时,自动:
writing-plansWriting Plans
writing-skillsWriting Skills
ljg-clipLjg Clip
ljg-roundtableLjg Roundtable
ljg-skill-mapLjg Skill Map
ljg-xray-skillLjg Xray Skill
ljg-xray-promptLjg Xray Prompt
ljg-calendarLjg Calendar
opus-4.6-chatstyleOpus 4.6 Chatstyle
goalGoal
openai-prompt-packsOpenai Prompt Packs
healthHealth

/code-quality-swarm

蜂群

Code review, debugging, testing, architecture, best practices, git workflows

触发词: debug, code review, test, architecture, refactor, git, e2e, maestro, vibe debug, best practices, blast radius, impact analysis, code graph, code review swarm, review control plane, review.json, PR review gate, evidence-backed review, 调试, 代码审查, 测试, 重构, 影响分析, 代码审查蜂群, 评审控制面, 证据驱动审查

展开 45 个 Skill
Skill说明
code-review-swarmRun an evidence-backed code review control plane as a combo Skill: deterministic
adversarial-reviewAdversarial Review
agent-browseragent-browser 是一个面向 AI Agents 的 headless 浏览器自动化 CLI,优势是无需 MCP、命令行交互足够稳定,并且对"长上下文
agentlensAgentlens
api-design-reviewerApi Design Reviewer
bug-huntBug Hunt
classical-language-safety-auditClassical Language Safety Audit
claude-code-best-practices把 Anthropic 团队 Claude Code 最佳实践 PDF 转为可复用输出流程,配图表格由 CoWork 生成。
claude-code-boris-tips把 Boris Cherny 的 Claude Code 十个使用技巧整理为可复用的自动化 runbook,形成统一的提示词与操作模板。
claude-code-insights把 Claude Code `/insights` 的使用流程固化为可复用 runbook,并支持自动触发与落盘建议。
clawdbot-codespaces把 Clawdbot/OpenClaw 在 GitHub Codespaces 的部署流程固化为可复用 runbook,并覆盖飞书 Bot 对接与协议选择。
codeCode
code-reviewCode Review
commit-helperCommit Helper
eigentInstall and manage the Eigent cowork desktop repository (eigent-ai/eigent): open
engineering-protocol本 Skill 把 discountry 的《Software Engineering Protocol》做成**可执行资产**:用于生成可复制的 checkl
fastapi-templatesFastapi Templates
frontend-testingFrontend Testing
git-commitCreates git commits following Conventional Commits format with proper type, scop
github-pr-creationGithub Pr Creation
github-pr-mergeGithub Pr Merge
github-pr-reviewGithub Pr Review
gitnexus-debuggingGitnexus Debugging
gitnexus-exploringGitnexus Exploring
gitnexus-impact-analysisGitnexus Impact Analysis
gitnexus-refactoringGitnexus Refactoring
go-best-practicesGo Best Practices
maestro-e2eMaestro E2E
makepad-skills该 Skill 用于把 Makepad 的 Claude Skills 套件安装到你的 Rust/Makepad 项目中,便于在 Claude Code 里获得
new-api-endpointNew Api Endpoint
postmortem该 Skill 用于把"传统软件工程 Postmortem(尸检 / RCA)"流程落成可执行的工作流资产:
react-best-practices该 Skill 用于安装 React/Next.js 性能优化最佳实践 规则集,来源于 Vercel 工程团队的 agent skills。适用于组件编写、数据
rust-codingRust Coding
senior-architectSenior Architect
skill-publisherSkill Publisher
skill-vetterSecurity-first skill vetting for AI agents. Use before installing any skill from
swarm-opsSwarm Ops
codex-gh-address-commentsCodex Gh Address Comments
test-runnerTest Runner
testingAI 驱动的测试系统 - 支持E2E测试、API测试、视觉回归、性能测试
vibe-debugVibe Debug
x-article-publisher-skill该 Skill 用于把上游仓库的 Claude Skill 安装到你的项目(或个人目录)中,便于 Claude Code 自动加载使用。
code-review-graphCode Review Graph
checkCheck
huntHunt

/pm-strategy-swarm

蜂群

Product strategy, business models, pricing, competitive frameworks, roadmaps

触发词: product strategy, business model, pricing, roadmap, canvas, SWOT, porter, positioning, go-to-market, north star, 产品策略, 商业模式, 定价

展开 40 个 Skill
Skill说明
ansoff-matrixAnsoff Matrix
beachhead-segmentBeachhead Segment
business-modelBusiness Model
growth-loopsGrowth Loops
gtm-strategyGtm Strategy
identify-assumptions-existingIdentify Assumptions Existing
identify-assumptions-newIdentify Assumptions New
lean-canvasLean Canvas
metrics-dashboardMetrics Dashboard
monetization-strategyMonetization Strategy
north-star-metricNorth Star Metric
opportunity-solution-treeOpportunity Solution Tree
outcome-roadmapOutcome Roadmap
pestle-analysisPestle Analysis
pm-cmd-business-modelPm Cmd Business Model
pm-cmd-growth-strategyPm Cmd Growth Strategy
pm-cmd-north-starPm Cmd North Star
pm-cmd-pre-mortemPm Cmd Pre Mortem
pm-cmd-pricingPm Cmd Pricing
pm-cmd-setup-metricsPm Cmd Setup Metrics
pm-cmd-stakeholder-mapPm Cmd Stakeholder Map
pm-cmd-strategyPm Cmd Strategy
pm-cmd-transform-roadmapPm Cmd Transform Roadmap
pm-cmd-value-propositionPm Cmd Value Proposition
porters-five-forcesPorters Five Forces
positioning-ideasPositioning Ideas
pre-mortemPre Mortem
pricing-strategyPricing Strategy
prioritization-frameworksPrioritization Frameworks
prioritize-assumptionsPrioritize Assumptions
prioritize-featuresPrioritize Features
product-nameProduct Name
product-strategyProduct Strategy
product-visionProduct Vision
stakeholder-mapStakeholder Map
startup-canvasStartup Canvas
swot-analysisSwot Analysis
value-prop-statementsValue Prop Statements
value-propositionValue Proposition
thinkThink

/game-dev-swarm

蜂群

48-Agent 游戏工作室: 团队编排 + 游戏设计 + 引擎专家 + QA + 发布

触发词: game, 游戏, godot, unity, unreal, game design, team-combat, team-narrative, level design, 游戏开发

展开 37 个 Skill
Skill说明
gs-brainstormGs Brainstorm
gs-code-reviewGs Code Review
gs-sprint-planGs Sprint Plan
gs-retrospectiveGs Retrospective
startStart
setup-engineSetup Engine
design-systemDesign System
design-reviewDesign Review
map-systemsMap Systems
prototypePrototype
team-combatTeam Combat
team-narrativeTeam Narrative
team-levelTeam Level
team-uiTeam Ui
team-audioTeam Audio
team-polishTeam Polish
team-releaseTeam Release
estimateEstimate
scope-checkScope Check
gate-checkGate Check
milestone-reviewMilestone Review
asset-auditAsset Audit
balance-checkBalance Check
perf-profilePerf Profile
playtest-reportPlaytest Report
bug-reportBug Report
tech-debtTech Debt
hotfixHotfix
changelogChangelog
patch-notesPatch Notes
release-checklistRelease Checklist
launch-checklistLaunch Checklist
localizeLocalize
reverse-documentReverse Document
architecture-decisionArchitecture Decision
project-stage-detectProject Stage Detect
onboardOnboard

/content-creation-swarm

蜂群

论文撰写、文档生成、技术写作、翻译、润色、字幕、发布

触发词: write, article, paper, translate, proofread, document, content, subtitle writing, 撰写, 文章, 论文写作, 翻译, 润色, 字幕写作

展开 34 个 Skill
Skill说明
baoyu-translateBaoyu Translate
codegen-diagramCodegen Diagram
codegen-docCodegen Doc
compliance-docsCompliance Docs
documentAI 驱动的文档处理系统 - 支持Word、PDF、Excel、Markdown等文档的生成与处理
grammar-checkGrammar Check
git-newspaperGit Newspaper
makeownsrtMakeownsrt
md-report-summaryMd Report Summary
nlpAI 驱动的文本处理系统 - 支持情感分析、实体识别、关键词提取、文本摘要
paper-writePaper Write
post-to-wechatPost content to WeChat Official Account (WeChat MP) using Chrome CDP automation
prompt-engineering-100自动分析用户需求并生成"可执行的高质量提示词",内置"Prompt Engineering 的 100 个基本"结构化规则库(5大类)。支持 draft/rev
prompt-fill把 Prompt Fill 的变量填空与一键优化流程固化为可复用 runbook 与组件文档。
qiaomu-x-article-publisherQiaomu X Article Publisher
qiaomu-x-article-publisher-githubQiaomu X Article Publisher Github
rateyourmusic-genres把 RateYourMusic 的 genres 页面整理为可复用研究 runbook,输出结构化的流派与子流派清单。
research-paper-writingResearch Paper Writing
skill-prompt-convertSkill Prompt Convert
summarizeSummarize
wechat-article-searchWechat Article Search
wechat-article-writerWechat Article Writer
wechat-readerWechat Reader
x-readername: x-reader
ljg-wordLjg Word
ljg-explain-wordsLjg Explain Words
ljg-word-flowLjg Word Flow
ljg-titleLjg Title
ljg-writesLjg Writes
ljg-plainLjg Plain
codex-docCodex Doc
codex-pdfCodex Pdf
writeWrite
document-illustratorDocument Illustrator

/research-learning-swarm

蜂群

知识学习、论文研究、自动迭代、RSS 聚合、知识站点、笔记本

触发词: learn, knowledge research, knowledge, rss, digest, docling, pdf vlm, notebooklm, autoresearch, 学习, 研究, 知识, 文档理解, pdf视觉, 论文研究, obsidian, 学习材料, OREAS

展开 33 个 Skill
Skill说明
ak-rss-digestAk Rss Digest
anthropic-official-skills该 Skill 用于把 Anthropic 官方仓库的 Claude Skills 套件安装到你的项目(或个人目录)中,便于 Claude Code 自动加载使
anything-to-notebooklm把多源内容(微信/网页/YouTube/PDF/Markdown/搜索)接入 NotebookLM 的流程固化为可复用 runbook 与组件文档。
bestblogs-daily-digestBestblogs Daily Digest
bookauthority-reading把 BookAuthority 的权威非虚构书单筛选流程固化为可复用 runbook,帮助快速定位顶级思想领袖书单与垂直榜单。
discover-useful-websitesFind high-quality public websites and web tools by mining the atakanaltok/awesom
continuous-learning-v2Continuous Learning V2
docling-vlm-pdfUse when the task needs local visual PDF understanding through Docling's VLM pip
ebook-to-notebooklm把合法来源的电子书导入 NotebookLM,生成思维导图、音频与视频脚本。
github-skill-arsenal把 GitHub 开源项目系统化封装成 Skills,形成可复用的超级技能库。
karpathy-autoresearchKarpathy Autoresearch
knowledge-site-creatorKnowledge Site Creator
learning-digest-v2Learning Digest V2
notebooklm通过本地浏览器自动化访问 Google NotebookLM:认证(一次性登录)、Notebook 库管理、基于你上传文档的"可溯源回答"问答检索。
obsidian-basesObsidian Bases
obsidian-markdownObsidian Markdown
onecontextOnecontext
qiaomu-anything-to-notebooklmQiaomu Anything To Notebooklm
skill-from-masters当需要把 GitHub 上成熟项目的核心知识抽象为可复用技能时使用,尤其适合需要先做许可证边界判断、再从 open-core 或可复用源码中提炼算法,而不是整仓
summarize-interviewSummarize Interview
summarize-meetingSummarize Meeting
verification-loopVerification Loop
ljg-paperLjg Paper
ljg-paper-flowLjg Paper Flow
ljg-xray-paperLjg Xray Paper
ljg-xray-bookLjg Xray Book
ljg-xray-articleLjg Xray Article
ljg-learnLjg Learn
ljg-explain-conceptLjg Explain Concept
ljg-rankLjg Rank
ljg-the-oneLjg The One
ljg-travelLjg Travel
learnLearn

/pm-execution-swarm

蜂群

PRDs, sprints, stories, launch plans, release notes, OKRs

触发词: prd, sprint, okr, launch plan, user stories, release notes, product, pm, feature, backlog, triage, 产品, 需求, 迭代

展开 31 个 Skill
Skill说明
brainstorm-experiments-existingBrainstorm Experiments Existing
brainstorm-experiments-newBrainstorm Experiments New
brainstorm-ideas-existingBrainstorm Ideas Existing
brainstorm-ideas-newBrainstorm Ideas New
brainstorm-okrsBrainstorm Okrs
competitor-analysisCompetitor Analysis
compliance合规交付骨架生成器(政策映射/验证方法/上线条件),输出可审计 Markdown 并落盘。
create-prdCreate Prd
gtm-motionsGtm Motions
pm-cmd-analyze-testPm Cmd Analyze Test
pm-cmd-brainstormPm Cmd Brainstorm
pm-cmd-generate-dataPm Cmd Generate Data
pm-cmd-meeting-notesPm Cmd Meeting Notes
pm-cmd-plan-launchPm Cmd Plan Launch
pm-cmd-plan-okrsPm Cmd Plan Okrs
pm-cmd-privacy-policyPm Cmd Privacy Policy
pm-cmd-proofreadPm Cmd Proofread
pm-cmd-sprintPm Cmd Sprint
pm-cmd-test-scenariosPm Cmd Test Scenarios
pm-cmd-triage-requestsPm Cmd Triage Requests
pm-cmd-write-prdPm Cmd Write Prd
pm-cmd-write-queryPm Cmd Write Query
pm-cmd-write-storiesPm Cmd Write Stories
privacy-policyPrivacy Policy
product-tri-ownershipProduct Tri-Ownership(PO/TO/QO)工作流落盘与质量护栏模板。
release-notesRelease Notes
rpi-implementRpi Implement
rpi-planRpi Plan
test-scenariosTest Scenarios
tri-ownership把"头狼+狼群"的端到端工作拆分为 PO/TO/QO 三角色协作,并输出可执行的流程资产,提升 AI 时代的交付质量与节奏。
wwasWwas

/ljg-cognitive-swarm

蜂群

CogOS 8-layer cognitive skill system: Intake→Decompose→Synthesize→Create→Reflect→Meta. 约束驱动设计,认知碰撞理念

触发词: ljg, 刘力刚, 认知, 降秩, X光, xray, 铸, cast, 白话, plain, 解剖, 拆书, 论文X光, 概念解剖, 单词解剖, 信息图, 阅读卡, 剪藏, 圆桌, 本质, 投资分析, 关系分析, 旅行研究, 技能拓扑, skill map, 标题

展开 29 个 Skill
Skill说明
ljg-fetchLjg Fetch
ljg-clipLjg Clip
ljg-x-downloadLjg X Download
ljg-xray-paperLjg Xray Paper
ljg-xray-bookLjg Xray Book
ljg-xray-articleLjg Xray Article
ljg-xray-skillLjg Xray Skill
ljg-xray-promptLjg Xray Prompt
ljg-paperLjg Paper
ljg-paper-flowLjg Paper Flow
ljg-learnLjg Learn
ljg-explain-conceptLjg Explain Concept
ljg-explain-wordsLjg Explain Words
ljg-wordLjg Word
ljg-word-flowLjg Word Flow
ljg-rankLjg Rank
ljg-the-oneLjg The One
ljg-plainLjg Plain
ljg-roundtableLjg Roundtable
ljg-investLjg Invest
ljg-relationshipLjg Relationship
ljg-cardLjg Card
ljg-cardsLjg Cards
ljg-infographLjg Infograph
ljg-titleLjg Title
ljg-writesLjg Writes
ljg-travelLjg Travel
ljg-calendarLjg Calendar
ljg-skill-mapLjg Skill Map

/finance-tax-swarm

蜂群

29-Skill finance/tax expert team for bookkeeping, compliance, and advisory. Router + 27 specialists across 3 phases.

触发词: 财税, 税务, 会计, 记账, 申报, 发票, 社保, 公积金, 增值税, 企业所得税, 个人所得税, 合规, 审计, 汇算清缴, 工商, 注册, 注销, 代账, 税收优惠, 税务筹划, 出口退税, 转让定价, 关税, 印花税, 房产税, 土增税, 合并报表, 外币, 内审, 成本核算, 政府补贴, finance, tax, accounting, compliance, bookkeeping, CPA, CTA

展开 29 个 Skill
Skill说明
team-finance-taxTeam Finance Tax
ft-business-analystFt Business Analyst
ft-accountantFt Accountant
ft-tax-advisorFt Tax Advisor
ft-compliance-auditorFt Compliance Auditor
ft-social-insuranceFt Social Insurance
ft-business-registrationFt Business Registration
ft-invoice-managerFt Invoice Manager
ft-regulation-lookupFt Regulation Lookup
ft-compliance-checklistFt Compliance Checklist
ft-period-calendarFt Period Calendar
ft-financial-statementFt Financial Statement
ft-tax-accounting-gapFt Tax Accounting Gap
ft-tax-plannerFt Tax Planner
ft-international-taxFt International Tax
ft-legal-counselFt Legal Counsel
ft-export-tax-rebateFt Export Tax Rebate
ft-cost-accountingFt Cost Accounting
ft-tax-incentiveFt Tax Incentive
ft-risk-assessmentFt Risk Assessment
team-auditTeam Audit
ft-internal-auditFt Internal Audit
ft-consolidationFt Consolidation
ft-fx-accountingFt Fx Accounting
ft-transfer-pricingFt Transfer Pricing
ft-subsidy-applicationFt Subsidy Application
ft-stamp-property-taxFt Stamp Property Tax
ft-customs-dutyFt Customs Duty
ft-digital-asset-taxFt Digital Asset Tax

/pm-research-swarm

蜂群

User research, market analysis, competitive intelligence, personas, journey maps

触发词: user research, market analysis, competitive, persona, interview, discovery, market scan, lenny, 用户研究, 市场分析, 竞品

展开 27 个 Skill
Skill说明
competitive-battlecardCompetitive Battlecard
customer-journey-mapCustomer Journey Map
draft-ndaDraft Nda
ideal-customer-profileIdeal Customer Profile
interview-scriptInterview Script
job-storiesJob Stories
market-segmentsMarket Segments
market-sizingMarket Sizing
marketing-ideasMarketing Ideas
marketing-skillsMarketing Skills
pm-cmd-analyze-cohortsPm Cmd Analyze Cohorts
pm-cmd-analyze-feedbackPm Cmd Analyze Feedback
pm-cmd-battlecardPm Cmd Battlecard
pm-cmd-competitive-analysisPm Cmd Competitive Analysis
pm-cmd-discoverPm Cmd Discover
pm-cmd-draft-ndaPm Cmd Draft Nda
pm-cmd-interviewPm Cmd Interview
pm-cmd-market-productPm Cmd Market Product
pm-cmd-market-scanPm Cmd Market Scan
pm-cmd-research-usersPm Cmd Research Users
pm-cmd-review-resumePm Cmd Review Resume
pm-cmd-tailor-resumePm Cmd Tailor Resume
review-resumeReview Resume
rpi-researchRpi Research
user-personasUser Personas
user-segmentationUser Segmentation
user-storiesUser Stories

/devops-infra-swarm

蜂群

CI/CD, deployment, monitoring, security, infrastructure patrol, release management

触发词: deploy, ci/cd, monitoring, security, infrastructure, release, oncall, alert, docker, migration, vps, AI安全测试, AI渗透测试, AI挖漏洞, 安全测试Agent, 漏洞扫描, 越权测试, 凭证暴露, 只读安全评估, ssh hardening, vps security, PermitRootLogin, PasswordAuthentication, 部署, 基建, 监控, 告警, 迁移, VPS安全, SSH加固, 禁用root登录, 禁用密码登录

展开 24 个 Skill
Skill说明
babysit-prBabysit Pr
data-pipelineData Pipeline
deploy-previewDeploy Preview
docker-optimizerDocker Optimizer
enterprise-agent-opsEnterprise Agent Ops
infra-patrolInfra Patrol
new-migrationNew Migration
observability-setupObservability Setup
oncall-runnerOncall Runner
orphan-cleanupOrphan Cleanup
pipeline-triagePipeline Triage
release-skillsRelease Skills
security-best-practicesSecurity Best Practices
standup-postStandup Post
tailscale-networkTailscale VPN mesh network management: status check, device list, SSH tunneling,
codex-gh-fix-ciCodex Gh Fix Ci
codex-security-ownership-mapCodex Security Ownership Map
codex-security-threat-modelCodex Security Threat Model
ai-security-test-guardrailsGuardrails for AI-assisted security testing and agentic vulnerability assessment
codex-cloudflare-deployCodex Cloudflare Deploy
vps-ssh-hardeningHarden SSH access on Linux VPS hosts. Use when the user mentions VPS security ha
vmo-wrangler把 VMO Wrangler 的初始化流程固化为可复用 runbook,覆盖认证、模型提供商配置、项目创建与 Claude 插件安装。
weekly-recapWeekly Recap
lovable-ai-builderLovable Ai Builder

/lark-suite-swarm

蜂群

飞书全套: 消息/文档/表格/日历/任务/知识库/会议

触发词: 飞书, lark, feishu, 多维表格, 知识库, 日程, 群消息

展开 19 个 Skill
Skill说明
lark-sharedLark Shared
lark-imLark Im
lark-docLark Doc
lark-sheetsLark Sheets
lark-baseLark Base
lark-calendarLark Calendar
lark-taskLark Task
lark-driveLark Drive
lark-wikiLark Wiki
lark-mailLark Mail
lark-contactLark Contact
lark-vcLark Vc
lark-minutesLark Minutes
lark-whiteboardLark Whiteboard
lark-eventLark Event
lark-openapi-explorerLark Openapi Explorer
lark-skill-makerLark Skill Maker
lark-workflow-meeting-summaryLark Workflow Meeting Summary
lark-workflow-standup-reportLark Workflow Standup Report

/data-analytics-swarm

蜂群

数据分析、A/B 测试、用户分群、情感分析、SQL 查询、仪表盘

触发词: analytics, data, ab test, cohort, sql, sentiment, excel, 数据分析, A/B, 报表

展开 15 个 Skill
Skill说明
ab-test-analysisAb Test Analysis
analyze-feature-requestsAnalyze Feature Requests
cohort-analysisCohort Analysis
dataAI 驱动的数据分析系统 - 支持数据清洗、统计分析、可视化、SQL生成
database-designerDatabase Designer
dummy-datasetDummy Dataset
excel-analysisExcel Analysis
invoice-ocr发票/小票 OCR 抽取流水线(Mistral → Gemini Flash → Gemini Pro 级联 + 质量门槛 + 数学/一致性校验 + 缺失字段并
postgresql-best-practicesPostgresql Best Practices
sentiment-analysisSentiment Analysis
sql-queriesSql Queries
ljg-investLjg Invest
ljg-relationshipLjg Relationship
codex-spreadsheetCodex Spreadsheet
codex-jupyter-notebookCodex Jupyter Notebook

/web-search-swarm

蜂群

多引擎检索、实时搜索、趋势查询、全网聚合、深度研究

触发词: search, find, lookup, web research, osint, 搜索, 检索, 查找, 调研

展开 13 个 Skill
Skill说明
ask-searchAsk Search
deep-research基于 [Claude-Code-Deep-Research](https://github.com/AnkitClassicVision/Claude-Code
discover-useful-websitesFind high-quality public websites and web tools by mining the atakanaltok/awesom
grok-searchGrok Search
grok-twitter-searchGrok Twitter Search
infinisynapse-market把 InfiniSynapse Tool Market 的工具下载与 Agent 调用流程固化为可复用 runbook 与组件文档。
multi-search-engineMulti Search Engine
nuwa-world-osint-human-researchNuwa World Osint Human Research
osint-framework基于 lockfale/OSINT-Framework 的 OSINT 资源目录(合规模式默认开启):分类浏览/关键词搜索/尽调清单生成。用于合法授权的尽调、风
search-firstSearch First
tavily-searchTavily Search
trends24Trends24
web-multi-searchWeb Multi Search

/algorithm-data-swarm

蜂群

算法工程、深度学习、大数据处理、可视化、量化策略

触发词: algorithm, deep learning, pytorch, ml, data science, bigdata, polars, dask, quantitative, trading, stock research, equity research, 算法, 深度学习, 大数据, 量化, 股票分析, 股票研究, 投研, tradingagents, tradingagents-cn

展开 12 个 Skill
Skill说明
algo-coreAlgo Core
algo-dlAlgo Dl
art无依赖生成 SVG 生成式艺术(geometric/organic/minimal),可直接用于文档/PPT/原型占位。
bigdata-coreBigdata Core
bigdata-mlBigdata Ml
bigdata-vizBigdata Viz
quantum-market-researchQuantum Market Research
quantum-risk-reportQuantum Risk Report
quantum-strategy-evolveQuantum Strategy Evolve
rag-architectRag Architect
tradingagents-cnUse when evaluating or adapting hsliuping/TradingAgents-CN for Chinese multi-age
valq-powerbi-planning把 ValQ 展示出来的"规划/预测/情景模拟/协作填报/安全写回/高管汇报"抽象成前端可复用的组件与图表协议(ComponentSpec + ECharts

/advertising-swarm

蜂群

Full-funnel marketing: avatar extraction → messaging → creative → conversion

触发词: paid marketing, advertising, ad copy, campaign, funnel, conversion, headline

展开 12 个 Skill
Skill说明
avatar-extractionAvatar Extraction
schwartz-awareness-mapperSchwartz Awareness Mapper
offer-extractionOffer Extraction
mechanism-builderMechanism Builder
headline-matrixHeadline Matrix
ad-angle-multiplierAd Angle Multiplier
objection-crusherObjection Crusher
scroll-stopping-creativeScroll Stopping Creative
conversion-path-builderConversion Path Builder
full-funnel-campaign-orchestratorFull Funnel Campaign Orchestrator
generic-language-killerGeneric Language Killer
performance-diagnosisPerformance Diagnosis

/animation-swarm

蜂群

GSAP + Remotion + Framer Motion animation skills for web and video

触发词: animation, gsap, timeline, scroll-trigger, draggable, motion, animate, tween

展开 10 个 Skill
Skill说明
gsap-coreGsap Core
gsap-timelineGsap Timeline
gsap-scrolltriggerGsap Scrolltrigger
gsap-pluginsGsap Plugins
gsap-reactGsap React
gsap-frameworksGsap Frameworks
gsap-performanceGsap Performance
gsap-utilsGsap Utils
remotion-best-practicesRemotion Best Practices
jh3y-hover-cards将 jh3y 的 CodePen 效果「context aware :hover cards w/ blur」做成可复用 Skill:抓取缓存 → 导出可运行

/wechat-cn-social-swarm

蜂群

多平台 IM 群聊摘要管线(微信/企业微信/飞书)+ 小红书 + 公众号 + 朋友圈

触发词: wechat, 微信, 企业微信, 企微, wecom, 飞书群聊, feishu group, lark chat, 小红书, xiaohongshu, 公众号, telegram, discord, im, 群聊, 朋友圈, IM群消息, 微信群, 飞书群, 工作群

展开 10 个 Skill
Skill说明
claude-to-imClaude To Im
feishu-groupFeishu Group
pi-monopi-mono(badlogic)工具链落地:为 AI 智能体工程提供 LLM API / agent runtime / UI / deploy 的模块化脚手
wechat-dbWechat Db
wechat-decryptWechat Decrypt
wechat-multiWechat Multi
wechat-reportWechat Report
wechat-snsWechat Sns
wecom-dbWecom Db
xiaohongshu-automationXiaohongshu Automation

/icon-design-swarm

蜂群

图标/视觉资产生成: macOS icon + 海报 + Canvas + 图标库检索

触发词: icon, 图标, app icon, macos icon, poster, 海报, logo, visual asset, 封面

展开 7 个 Skill
Skill说明
macos-icon-genMacos Icon Gen
qiaomu-mondo-poster-designQiaomu Mondo Poster Design
canvas-designCanvas Design
nanobanana-image-genNanobanana Image Gen
better-iconsBetter Icons
lobe-iconsLobeHub AI/LLM 模型图标库(Lobe Icons)本地缓存与检索:setup 拉取全量图标、search 搜索、export 导出 SVG。
svglogo-iconsSVGLOGO(svglogo.top)国内矢量 LOGO 图标库:setup 拉取索引并可选全量下载 SVG,search 搜索,export 导出 SVG(

/base

蜂群

Default fallback group for unclassified tasks. Contains core utility skills for planning, review, and commit.

触发词:

展开 7 个 Skill
Skill说明
planning-with-files没有。它的核心非常朴素:**把长内容与关键决策存到文件里**,对话上下文只保留“路径 + 最小摘要”,并且在每次做决定前**重新读取计划文件**,让目标始终保持
code-reviewCode Review
git-commitCreates git commits following Conventional Commits format with proper type, scop
brainstormingBrainstorming
systematic-debugging**NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.**
verification-before-completion**NO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE.**
reflection这个 Skill 用于“阶段性反思/复盘/沉淀”:把你在任务过程中遇到的问题、修复思路、验证方式与下一步计划,按统一结构写入文件,避免信息散落在对话里不可审计、

/apify-actor-development

蜂群

构建/调试/部署 Apify Actor(serverless 爬虫云程序)、把现有代码 actorize、生成 output schema、把 Apify 集成进应用

触发词: apify actor, actorize, actorization, build actor, apify sdk, create actor, 构建 actor, output schema

展开 4 个 Skill
Skill说明
apify-actor-developmentApify Actor Development
apify-actorizationApify Actorization
apify-generate-output-schemaApify Generate Output Schema
apify-sdk-integrationApify Sdk Integration
管线

串行管线 (17 groups)

管线:A->B->C 固定顺序执行,每步依赖上步结果。

/browser-automation-pipeline

管线

浏览器自动化、表单填充、网页交互、截图、DOM 操作、桌面自动化

触发词: browser, automation, playwright, screenshot, CDP, browser-use, cloud browser, anti-detect, CAPTCHA, 反指纹, 验证码, 微信公众号, 登录后操作, form fill, dom, ghost, desktop, mobile, device, simulator stream, iOS simulator browser, 浏览器, 自动化, 截图, 表单

展开 22 个 Skill
Skill说明
agent-browser-electronAgent Browser Electron
agent-browser-sessionAgent Browser Session
agent-browser-slackAgent Browser Slack
agent-reachname: agent-reach
android-device-automationAndroid Device Automation
browser-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
chrome-bridge-automationChrome Bridge Automation
continue-workflow固化 /continue 会话延续流程,降低上下文重建成本,提高任务完全达成率。
defuddleDefuddle
desktop-computer-automationDesktop Computer Automation
flutter-developmentFlutter Development
ghost-os-automationGhost Os Automation
harmonyos-device-automationHarmonyos Device Automation
ios-device-automationIos Device Automation
serve-simStream and remotely control a booted Apple iOS/iPadOS/watchOS Simulator from a b
playwright-codexPlaywright Codex
playwright-interactivePlaywright Interactive
screenshot-codexScreenshot Codex
vphone-cliVphone Cli
browser-useBrowser Use
web-accessWeb Access
xiaohongshu-automationXiaohongshu Automation

/web-scraping-pipeline

管线

Web 数据采集、多平台爬虫、社交媒体数据、视频下载、内容提取

触发词: scrape, crawl, extract, download, apify, 爬虫, 采集, 提取, 下载

展开 21 个 Skill
Skill说明
agent-fetchAgent Fetch
agentic-seoAgentic Seo
ai-newsAI 资讯收集:每日增量抓取 + 标题自动翻译 + 单文件落盘。
apify-competitor-intelligenceApify Competitor Intelligence
apify-trend-analysisApify Trend Analysis
apify-ultimate-scraperApify Ultimate Scraper
downloadhdDownloadhd
firecrawl-skillFirecrawl Skill
news-aggregator-skillNews Aggregator Skill
pdf-layout-analysis基于 huridocs/pdf-document-layout-analysis 的 PDF 文档版面分析能力(布局分割/分类/阅读顺序/表格与公式提取/OCR
pdf-processingPdf Processing
scrapling-crawlerScrapling Crawler
twitter-web-exporter将 Twitter/X Web 导出工具固化为可复用的 runbook 与组件文档,支持团队在浏览器内完成推文/书签/列表等数据导出。
video-downloadVideo Download
x-tweet-fetcherX Tweet Fetcher
youtube-clipper-skill把 YouTube Clipper 的剪辑与字幕流程固化为可复用 runbook 与组件文档。
browser-useBrowser Use
ljg-fetchLjg Fetch
ljg-x-downloadLjg X Download
readRead
structured-web-extractionStructured Web Extraction

/video-media-pipeline

管线

Tri-mode (Card/Short/Combo): HTML-timeline cards (HyperFrames), React shorts (Remotion), AI 视频生成、视频编辑、字幕、语音合成、头像视频、换脸

触发词: video, media, tts, avatar, heygen, hyperframes, html to mp4, html-to-video, code-generated video, remotion, card video, short video, subtitle, audio, speech, 视频, 短视频, 音频, 语音, 字幕, onboarding video, xiaoyunque, seedance, 小云雀, 小云雀视频, 小云雀视频生成, 视频生成闭环, 真实视频片段, app preview, App Store preview, feature demo, 引导视频, 应用预览, App 预览, onboarding

展开 21 个 Skill
Skill说明
ai-video-genAi Video Gen
avatar-videoAvatar Video
create-onboarding-videoCreate Onboarding Video
create-videoCreate Video
faceswapFaceswap
heygenHeygen
hyperframesCreate HTML-first video compositions with HyperFrames, GSAP timelines, data-* ti
hyperframes-cliRun the HyperFrames CLI for HTML-to-MP4 projects. Use when scaffolding a HyperFr
hyperframes-registryInstall and wire HyperFrames registry blocks and components. Use when the user m
libtv-skillLibtv Skill
opencode-glm47-remotion把 OpenCode + GLM-4.7 + Remotion 的高燃短视频剪辑流程固化为可复用 runbook 与组件文档。
pdf2video把 PDF 转视频的 Remotion 工作流固化为可复用 runbook 与组件文档。
remotion-best-practicesRemotion Best Practices
text-to-speechText To Speech
video-constrict视频压缩工具,将视频压缩到指定目标大小,支持多种编码器和批量处理
video-downloadVideo Download
video-editVideo Edit
video-translateVideo Translate
video-understandVideo Understand
xiaoyunque-video小云雀 / Seedance video generation closure: submit Ark video tasks, wait/download r
yt-search-downloadYt Search Download

/impeccable-pipeline

管线

Progressive UI/UX design refinement: audit → critique → fix → polish

触发词: UI design, UX polish, design system, visual refinement, layout

执行顺序:critique -> arrange -> typeset -> polish (最多 3 轮)

展开 20 个 Skill
Skill说明
teach-impeccableTeach Impeccable
frontend-designThis skill guides creation of distinctive, production-grade frontend interfaces
critiqueCritique
auditAudit
arrangeArrange
colorizeColorize
typesetTypeset
clarifyClarify
animateAnimate
adaptAdapt
hardenHarden
delightDelight
distillDistill
bolderBolder
quieterQuieter
overdriveOverdrive
normalizeNormalize
extractExtract
optimizeOptimize
polishPolish

/ontology-audit-swarm

管线

3-round 17-expert swarm for knowledge graph ontology design audit. Round 1: 6 strategic advisors (Hickey/Drucker/Munger/Brooks/Meadows/Research). Round 2: 5 domain experts (Tax Law/Accounting CAS/Practice/KG Design/Tax Risk). Round 3: 6 business deep-dive (CPA/Planning/Lifecycle/Financial Analysis/Cross-border/Payroll).

触发词: 本体设计, 本体审计, ontology, 知识图谱架构, KG设计, 蜂群审计, 专家团审查

展开 17 个 Skill
Skill说明
team-finance-taxTeam Finance Tax
ft-tax-advisorFt Tax Advisor
ft-accountantFt Accountant
ft-compliance-auditorFt Compliance Auditor
ft-risk-assessmentFt Risk Assessment
ft-tax-plannerFt Tax Planner
ft-international-taxFt International Tax
ft-legal-counselFt Legal Counsel
ft-social-insuranceFt Social Insurance
ft-financial-statementFt Financial Statement
ft-tax-accounting-gapFt Tax Accounting Gap
ft-transfer-pricingFt Transfer Pricing
ft-cost-accountingFt Cost Accounting
ft-invoice-managerFt Invoice Manager
ft-business-analystFt Business Analyst
ft-business-registrationFt Business Registration
ft-internal-auditFt Internal Audit

/content-publish-pipeline

管线

内容全渠道发布: 写作 -> 排版 -> 渲染 -> 推送 (公众号 + X + Markdown + social cards + agent-published website)

触发词: publish, 公众号发布, wechat article, 发布文章, 排版, content publish, blog post, newsletter publish, portfolio publish, diary site, git push publishing, markdown to png, markdown to svg, social card, content card

展开 12 个 Skill
Skill说明
wewriteWewrite
wechat-article-writerWechat Article Writer
wechat-article-searchWechat Article Search
wechat-readerWechat Reader
qiaomu-x-article-publisherQiaomu X Article Publisher
fri-portfolioUse when adapting or deploying bravohenry/fri-portfolio, or when the user wants
marknativeUse when the task needs deterministic Markdown -> PNG/SVG rendering without HTML
md-report-summaryMd Report Summary
baoyu-translateBaoyu Translate
grammar-checkGrammar Check
stop-slopStop Slop
humanizerHumanizer

/deep-learning-pipeline

管线

深度学习系列专题报告全流程: 特色风格(每期不同) → HTML 主体 → CF Pages 专属子域 → 4K + mobile + WeChat 三档截图 → GDrive 结构化归档(<日期>_<类别>_第<NN>期_<标题>)

触发词: 深度学习管线, 深度学习系列, deep learning pipeline, deep-learning pipeline, 专题报告, 系列文章, 系列报告, 出一期, 新一期, 下一期, 第一期, 第二期, 第三期, 第N期, 罗福莉式, hermes-agent式, 学习管线

展开 11 个 Skill
Skill说明
deep-learning-pipelineDeep Learning Pipeline
deep-learning-skillDeep Learning Skill
html-style-routerHtml Style Router
html-hermes-styleHtml Hermes Style
auto-visual-swarm-reviewAuto Visual Swarm Review
html-document-styleHtml Document Style
html-economist-styleHtml Economist Style
html-mckinsey-styleHtml Mckinsey Style
html-bloomberg-styleHtml Bloomberg Style
html-stripe-styleHtml Stripe Style
html-sequoia-styleHtml Sequoia Style

/business-diagnosis-pipeline

管线

栋哥商业诊断工具箱: 商业模式诊断 + 对标分析 + 内容创作 + 执行力 + 概念拆解

触发词: 商业, 诊断, 对标, 模仿, 内容诊断, 执行力, 拖延, 拆概念, dbs, 帮我看看

展开 8 个 Skill
Skill说明
business-diagnosis-pipeline> PIPELINE (sequential execution, A->B->C) | 栋哥商业诊断工具箱: 商业模式诊断 + 对标分析 + 内容创作 + 执
dbsDbs
dbs-diagnosisDbs Diagnosis
dbs-benchmarkDbs Benchmark
dbs-contentDbs Content
dbs-unblockDbs Unblock
dbs-deconstructDbs Deconstruct
multi-expert-roundtable-reportRun a structured multi-expert roundtable and produce a conclusion-first pyramid-

/stitch-design-pipeline

管线

Full-auto design pipeline: PRD -> Stitch prototype -> Gemini icon -> AI compare -> code translation -> UI polish -> packaging -> arch doc

触发词: stitch, 设计原型, design prototype, generate screen, stitch loop, 走Stitch管线, Stitch管线, code translation, 代码翻译

执行顺序:enhance-prompt -> stitch-design-pipeline -> stitch-loop -> icon-design-swarm -> design-md -> react-components -> impeccable -> stitch-skills

展开 8 个 Skill
Skill说明
enhance-promptEnhance Prompt
stitch-design-pipelineFull-auto design pipeline applicable to ALL projects. 8 phases, end-to-end: PRD
stitch-loopStitch Loop
stitch-skills把 Stitch MCP 的 design-md 与 react-components 能力固化为可复用 runbook 与组件文档,降低设计到代码的交付成本。
design-mdDesign Md
react-componentsReact Components
impeccablename: impeccable-design
icon-design-swarmIcon Design Swarm

/skill-ops-pipeline

管线

OpenClaw runtime upgrades, skills supply-chain audit, registry hygiene, auto-trigger routing, workflow automation, and app→CLI generation via CLI-Anything.

触发词: openclaw, clawhub, skill update, skills update, skill group, skills registry, skill audit, supply chain, 自动触发, 自动调用, 技能更新, 技能组, 技能审计, 供应链审计, cli-anything, cli-hub, 生成 CLI, agent-ify, app to cli

展开 7 个 Skill
Skill说明
openclaw-best-practicesOpenclaw Best Practices
dna-inheritanceDna Inheritance
planning-with-files没有。它的核心非常朴素:**把长内容与关键决策存到文件里**,对话上下文只保留“路径 + 最小摘要”,并且在每次做决定前**重新读取计划文件**,让目标始终保持
using-superpowers<EXTREMELY-IMPORTANT> If you think there is even a 1% chance a skill might apply
find-skillsFind Skills
writing-skillsWriting Skills
cli-anything-adapterCli Anything Adapter

/project-promotion-pipeline

管线

项目推广三件套: 传统 SEO + AI 搜索 GEO + 外链自动化

触发词: seo, geo, promotion, 推广, 外链, backlink, marketing, gtm launch, launch

展开 7 个 Skill
Skill说明
agentic-seoAgentic Seo
marketing-ideasMarketing Ideas
marketing-skillsMarketing Skills
positioning-ideasPositioning Ideas
product-nameProduct Name
gtm-strategyGtm Strategy
gtm-motionsGtm Motions

/strategic-thinking-frontdoor

管线

全局战略思维前置层:认知骨架选模型,多专家圆桌做交叉质询,业务/产品管线承接落地。

触发词: 战略思维, 策略分析, 战略分析, 认知骨架, 思维模型, 多专家圆桌, 专家圆桌, 金字塔报告, 咨询报告, strategy, strategic thinking, mental model, cognitive skeleton, expert roundtable, pyramid report

展开 6 个 Skill
Skill说明
cognitive-skeleton211 thinking models (111 Munger mental models + 100 PM frameworks) organized int
multi-expert-roundtable-reportRun a structured multi-expert roundtable and produce a conclusion-first pyramid-
business-diagnosis-pipeline> PIPELINE (sequential execution, A->B->C) | 栋哥商业诊断工具箱: 商业模式诊断 + 对标分析 + 内容创作 + 执
product-management-swarm> SWARM (parallel experts, dynamic selection) | 产品战略、用户研究、市场分析、功能优先级、商业模型、竞品分析
planning-with-files没有。它的核心非常朴素:**把长内容与关键决策存到文件里**,对话上下文只保留“路径 + 最小摘要”,并且在每次做决定前**重新读取计划文件**,让目标始终保持
cognitive-reflectionThis skill upgrades reflection from \"append another note\" to a compact learnin

/wechat-content-pipeline

管线

公众号全流程: 热点→选题→写作→去AI→排版→推送

触发词: 公众号写作, 推文, 微信文章, 写公众号

展开 5 个 Skill
Skill说明
wewriteWewrite
wechat-article-writerWechat Article Writer
wechat-article-searchWechat Article Search
wechat-readerWechat Reader
document-illustratorDocument Illustrator

/connected-cli-pipeline

管线

已认证 CLI 优先的企业协同与知识摄取:WeCom、DingTalk Workspace、Readwise、Podwise

触发词: connected cli, awesome-connected-cli, wecom-cli, dws-cli, readwise-cli, podwise-cli, 企业协同 cli, 知识摄取 cli

展开 4 个 Skill
Skill说明
wecom-cliUse when operating WeCom or 企业微信 from the terminal via the official CLI: contact
dws-cliUse when operating DingTalk Workspace from the terminal via dws: chat, contact,
readwise-cliUse when working with Readwise or Reader from the terminal: login, config, skill
podwise-cliUse when working with podcast knowledge through Podwise from the terminal: proce

/chatgpt-pro-relay-pipeline

管线

Hybrid automation around the web-only ChatGPT Pro agent: 6 scripted stages + 1 human-triggered paste/download. Use for high-complexity specs where >1h deep reasoning and cloud-VM self-test raise quality beyond Codex/Claude Code.

触发词: chatgpt pro, gpt-5.4 pro, pro review, deep reasoning review, long-reasoning audit

展开 4 个 Skill
Skill说明
brainstormingBrainstorming
pre-mortemPre Mortem
plan-critiquerPlan Critiquer
browser-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi

/codex-relay-pipeline

管线

Dual-agent relay: Claude Code + Codex CLI cross-model collaboration

触发词: codex review, relay, cross-model, dual agent

展开 3 个 Skill
Skill说明
codex-reviewCodex Review
code-reviewCode Review
adversarial-reviewAdversarial Review

/ios-dev-pipeline

管线

CLI-first SwiftUI development with xcodebuild + XcodeBuildMCP + browser-streamed simulators

触发词: iOS, SwiftUI, watchOS, macOS app, Xcode, Apple Watch, serve-sim, iOS Simulator stream, simulator browser, 远程操控模拟器

展开 3 个 Skill
Skill说明
ios-swiftui-expertIos Swiftui Expert
ios-device-automationIos Device Automation
serve-simStream and remotely control a booted Apple iOS/iPadOS/watchOS Simulator from a b
独立工具

不属于任何组的命令

命令说明
/tmux-bridge多 Agent 跨 tmux session 协作工具
/commitGit 提交(自动生成 message)
/pr创建 Pull Request
/push-all暂存 + 提交 + 推送
/relay-plan /relay-code /relay-codex /relay-reviewClaude+Codex 文件中继协作
/rpi:plan /rpi:research /rpi:implementRPI 三阶段(研究->规划->实现)
/telegram:access /discord:access频道管理
CLI

CLI 工具箱 (45 个)

AI 编程助手

aiderAider - 开源AI结对编程助手
ampAmp CLI - ampcode.com
augmentAugment CLI (Auggie) - Augment Code AI编程代理
claudeClaude Code - Anthropic编程助手
codexOpenAI Codex - OpenAI官方编程助手
codex-openclawQuiet Codex CLI wrapper for OpenClaw's `codex-cli/*` backend
copilotGitHub Copilot CLI - GitHub官方编程助手
droidFactory Droid - Factory AI编程代理
opencodeOpenCode CLI - sst/opencode

AI-Fleet 核心

afAI Tools 统一入口
aiAI Tools 统一入口
ai-workflowAI-Tools LangGraph Workflow CLI - LangGraph 工作流统一入口
aitAI Tools launcher entrypoint (alternative name).

办公平台 CLI

dws办公 MCP 服务启动器 - aitable(AI表格) / attendance(考勤排班统计) 等
gcloudGoogle Cloud SDK - GCP 资源管理 (compute/storage/run/sql/iam 等)
opencli-rsAI 驱动 CLI - 将网站转为命令行接口 (web→CLI 自动化)
wecom-cli企业微信机器人 CLI - init 配置 / 发送群消息 / 通知投递

开发工具

1pClaude Poe - 使用 Poe API 多模型组运行 Claude Code
a2aA2A Agent Registry - list/discover/card/stats (233 Agent Car
agentCursor Agent CLI - Cursor 官方 Agent 命令行
agyGoogle Antigravity CLI (取代 Gemini CLI, Gemini CLI 2026-06-18
amazonAmazon Q CLI - AWS官方AI助手
antigravityGoogle Antigravity CLI (取代 Gemini CLI, Gemini CLI 2026-06-18
ascApp Store Connect CLI (asc) - release automation helper
codegraphcolbymchenry/codegraph (MIT) - local code graph + MCP; activ
codex-2pCodex via Poe shortcut wrapper
cursor-agentCursor Agent CLI - 兼容命令 cursor-agent
embedFleet Embedding Service - Unified CLI
fleetFleet CLI - Multi-Model AI Coding Meta-Orchestrator (claude/
fleet-runUnified project runner -- Brooks 3-layer contract (build/tes
githubGitHub CLI 工具集
github-mcp-serverGitHub MCP Server - GitHub API 的 MCP 协议服务端
gitnexusGitNexus wrapper - knowledge graph operations via AI-tools l
hermesHermes Agent - 本地自动化 Agent
interpreterOpen Interpreter - 自然语言全能执行环境
jarvisTerminal Jarvis - 多AI工具统一接口
kiloKiloCode CLI - AI coding agent
metricsmetrics -- Session cost/usage metrics viewer
nebulaCogNebula wrapper - repository knowledge graph engine
oiOpen Interpreter - 自然语言全能执行环境 (快捷命令: oi)
orcaOrca CLI - Maurice 的多模型 Agent CLI
router4-Layer Cascading Decomposition Router - route/strategy/exec
rulerRuler - AI编程规则管理器
speckitSpec Kit (Tier0) - Spec-Driven Development 工具箱
swarmSwarm Intelligence Engine - status/health/init/simulate/allo
MCP

MCP 服务器(详述核心 38 项 · 插件总览见 /mcp)

MCP(Model Context Protocol,模型上下文协议)服务器:让 Agent 通过标准接口访问外部系统。下表详述常用核心 + 远程连接器 + 插件节选;完整实时清单与连接状态见终端 /mcp。状态图例:connected 已连接可用 · needs auth 待 OAuth 授权(需本人点同意)· failed 连接失败(缺账号/密钥/本地二进制)。

核心 始终活跃

browser-use浏览器自动化 Agent — 导航/填表/抽取 (16 工具)
chrome-devtoolsChrome DevTools 协议 + Lighthouse — 截图/性能/网络 (29 工具, 视觉验证主路径)
codegraph本地代码知识图谱 — 符号/调用链/影响面查询 (10 工具)
context7实时库文档检索 — 防训练数据过期 (2 工具)
githubGitHub API — 仓库/PR/issue/搜索 (26 工具)
mempalace跨工具共享记忆 — KG/日记/语义检索, CC↔Codex (19 工具)
claude-in-chrome浏览器扩展 — 页面读写/截图 (22 工具)

扩展 按需

drawiodraw.io 图表生成 — 远程 Worker (1 工具)
figmaFigma 设计读取 — 需 FIGMA_API_KEY (当前失败)
nanobanana-mcpGemini 图片生成/编辑 (7 工具)
paperclippaperclip.gxl.ai 知识工具 — 需授权
sonarqube代码质量/安全门禁分析 (17 工具)
stitchGoogle Stitch 设计原型生成 (14 工具)
storybloqStoryblok 内容/故事板 (2 工具)
thesvg5600+ SVG 图标库 (4 工具)
xcodebuildXcode 构建/模拟器/UI 自动化 — Apple 平台 (24 工具)

远程 托管

Gmail邮件读写 (12 工具)
Google Calendar日程管理 (8 工具)
Google Drive云文档读写 (8 工具)
Cloudflare Dev PlatformWorkers/D1/KV/R2 — 需授权

插件 MCP 节选 · 按域

云/基建·aws-dev-toolkitAWS IaC 校验 + 定价分析
云/基建·aws-serverlessLambda/SAM/API Gateway 脚手架
云/基建·aws-agentsAWS 文档检索 + 架构推荐
云/基建·deploy-on-awsCloudFormation 部署/排障
云/基建·aurora-dsqlAurora DSQL 只读查询/事务
云/基建·azureAzure 全服务 (65 工具)
云/基建·terraformTerraform 注册表/工作区/run
云/基建·cloudflare-docsCloudflare 文档检索
云/基建·data-agent-kitGCP AlloyDB/CloudSQL/Notebook 管理
代码/检索·playwright浏览器端到端自动化测试
代码/检索·serena符号级代码编辑 (LSP 语义)
代码/检索·pinecone向量检索/索引
代码/检索·sonatype-guide依赖版本/CVE 安全建议
代码/检索·microsoft-docs微软/Azure 官方文档
代码/检索·mintlify文档站检索
数据库·prismaPrisma 迁移/Studio
通道·discordDiscord 通知/双向消息
通道·imessageiMessage 收发
设计管线

Stitch 全自动设计

全自动:PRD -> 原型 -> 图标 -> 代码。无需人工干预。

步骤

1PRD -> Stitch 提示词
2Stitch 多迭代原型
3Gemini Pro 图标/Logo
4导出 -> Figma/HTML 代码
53 轮 UI 打磨(强制)

踩坑记录

深色陷阱必须显式指定 LIGHT + 色值
CORS用 CDP a11y click 绕过
16 屏限制导出前删多余屏
认证CLI ≠ 浏览器,失败回退
模型必须 Gemini Pro,不用 Flash
浏览器

浏览器自动化(7 层)

默认用最低层,失败了才升一层。

工具Token场景
L0WebMCP~20Chrome 146+ 结构化调用
L0.5bb-browser~100已登录 Chrome 直连
L1agent-browser-session~200DOM + 反检测 + 持久登录
L2DevTools / Ghost OS~300CDP 调试 / macOS 桌面
L3Midscene~2000视觉定位(最后手段)
L4agent-fetch / Jina~50HTTP 提取(默认首选)
L5fleet-page-fetch~100翻墙 / 反爬代理
Agent 团队

编排与顾问

6 个团队蓝图

蓝图模式说明
full-review议会(4)安全+性能+架构+测试
parallel-research蜂群(3)独立并行研究
pipeline-release管线(3)门禁->部署->验证
council-architecture议会(4)PM+架构+安全+QA
watchdog-monitor看门狗(3)并行构建+质量监控
advisor-council动态(2-8)13 维顾问决策

13 维顾问团

D1 Drucker价值与客户
D2 Jobs产品体验
D3 Meadows系统动力学
D4 Munger多元思维模型
D5 Taleb反脆弱
D6 Hickey简单性
D7 Brooks项目管理
D8 Musk执行速度
D9 Catmull创意管理
D10 Orwell清晰表达
D11 Buffett长期价值
D12 Hara留白美学
D13 Godin市场传播

执行框架 (12 模块)

verification_gate完成前两阶段检查
loop_detectorL0-L4 循环检测升级
context_monitor40%/50%/60% 三级预警
trace_collector结构化执行追踪
knowledge_compounder修复 -> 模式 -> DNA 胶囊
staleness_detector过时引用检测+自修复
semantic_skill_router语义相似度渐进披露
quality_scorer5 维质量评分 A-F
structural_testArchUnit 层依赖验证
auditor全面审计报告
health统一健康报告
session_state跨会话状态持久化
生产管线

生产管线 (153 条,149 启用)

内容交付 (49)

生成、摘要、Telegram、语音、社交、专家团

基础设施 (41)

心跳、自愈、路由、同步、设备网格、代理

情报收集 (32)

爬取、研究、知识图谱、安全审计、新闻

进化 (20)

自优化、记忆整合、Skill 审计、知识胶囊固化

开发 (8)

CI/CD、部署预览、测试、模型测试

数据 (2)

知识图谱索引(KuzuDB)

content (1)

没有找到匹配的 Skill 或 Group