AI-Fleet 运营手册

AI 执行,人类决策。666 个技能分为蜂群(并行选优)与管线(顺序执行),共 34 组。

21蜂群
13管线
666技能
22MCP
37CLI
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 (21 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

展开 58 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基于 [antvis/Infographic](https://github.com/antvis/Infographic)(npm 包 `@antv/info
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](https://www.designprompts.dev/) 的设计提示词库功能,提供丰富的 UI/
design-taste-frontend1. **This skill refines existing UI — it doesn't create from scratch.** For gree
diceui来源: - 文档:[`https://diceui.com/docs`](https://diceui.com/docs) - 仓库(MIT):[`https:
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-theme`frontend-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-bloomberg-styleHtml Bloomberg Style
html-document-styleHtml Document Style
html-economist-styleHtml Economist Style
html-mckinsey-styleHtml Mckinsey Style
html-style-routerHtml Style Router
impeccableThis skill guides creation of distinctive, production-grade frontend interfaces
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-icons你想要的是:把 LobeHub 的 AI/LLM 模型图标 **一键下载到本地**,并提供一个“图标库 Skill”用于 **搜索 / 导出 / 复用**。
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-video提供 Pixelle-Video 的一键安装与运行入口,落盘到项目目录,便于审计和复用。
pptgen-drawioPptgen Drawio
product-designProduct Design
qiaomu-design-advisorQiaomu Design Advisor
qiaomu-mondo-poster-designQiaomu Mondo Poster Design
ralph-wiggum把 Ralph Wiggum 方法的“需求/规划/构建”三阶段固定为可版本化工件,避免只存在于聊天里的临时流程。
redesign-existing-projectsWhen applied to an existing project, follow this sequence:
svgl-shadcn-ui此 Skill 集成了两个强大的前端资源库:
svglogo-icons来源:[`https://svglogo.top/?view=original`](https://svglogo.top/?view=original)
tanstack-start-dashboard参考模板仓库:[`Kiranism/tanstack-start-dashboard`](https://github.com/Kiranism/tanstac
ui-skills来源: - https://www.ui-skills.com/ - https://github.com/ibelick/ui-skills
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-styleCreate, extract, and apply portable visual design systems. A `visual-style.md` f
web-interface-guidelines来源: - https://vercel.com/design/guidelines - https://github.com/vercel-labs/web-
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

/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, plan, n8n, agent, worktree, sprint, tdd, 工作流, 管线, 计划, 流程自动化, advisor, 顾问, skill create

展开 57 个 Skill
Skill说明
activity-visual-log目标:自动生成“当天活动可视化日志”,包含两类信息源:
advisor-councilAdvisor Council
agent-eval-system将“任务 / 评分器 / 过程记录 / 结果状态”落盘为可追踪资产,建立可复用的评估基线。
agent-pack-n-goClone your OpenClaw Agent to a new device. Agent handles everything via SSH remo
agent-teams-swarmPut the 51 SOP pipelines (6 SDLC phases) into multi-agent execution mode. Instea
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:
brainstorming1. **Don't skip brainstorming for \"simple\" tasks.** The most expensive bugs co
capability-evolverCapability Evolver
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 tod
cli-relay> All AI CLI tools -> localhost:8317 -> Multiple upstream providers
composio-skillsComposio Skills
confidence-checkConfidence Check
continueContinue
craft-agents-oss提供 Craft Agents OSS 的一键安装与运行入口,落盘到项目目录,便于审计和复用。
creating-skills1. **description is for the MODEL, not humans.** Claude decides whether to trigg
dispatching-parallel-agentsWhen you have multiple unrelated failures (different test files, different subsy
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-plansLoad plan, review critically, execute tasks in batches, report for review betwee
finishing-a-development-branchGuide completion of development work by presenting clear options and handling ch
full-output-enforcementTreat every task as production-critical. A partial output is a broken output. Do
harness-engineeringHarness Engineering
manus-sandbox将 Manus Sandbox 的关键机制与最佳实践沉淀为可复用的文档包(index/design/api/config/runbook),默认落盘到项目 `d
multi-agent-orchestrationThis skill imports the core multi-agent and PM2 orchestration commands from the
multi-role-brainstormA structured workflow for comprehensive project planning that simulates a cross-
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用本地三份文件作为“外置工作记忆”,避免长任务在对话变长后发生目标漂移:
ralph-loopClaude 的官方 Ralph loop 依赖 Stop hook(Codex 不具备同等机制)。本 Codex skill 提供一个可落地的等价实现:
receiving-code-reviewCode review requires technical evaluation, not emotional performance.
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-reviewDispatch superpowers:code-reviewer subagent to catch issues before they cascade.
retroRetro
skill-group-loopSkill Group Loop
skills-marketplace此 Skill 集成了 [Skills Marketplace (skillsmp.com)](https://skillsmp.com/),这是一个拥有 **
sprint-pipeline-v2Sprint Pipeline V2
stop-slopStop Slop
strategic-compactStrategic Compact
subagent-driven-developmentExecute plan by dispatching fresh subagent per task, with two-stage review after
supermemorySupermemory
systematic-debugging**NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.**
telos-framework把“你是谁、你想改变什么、如何行动”落盘为可复用上下文,形成 AI 可理解的稳定语境,并支持定期自我升级。
test-driven-developmentWrite the test first. Watch it fail. Write minimal code to pass.
using-git-worktreesGit worktrees create isolated workspaces sharing the same repository, allowing w
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-plansWrite comprehensive implementation plans assuming the engineer has zero context
writing-skills**Writing skills IS Test-Driven Development applied to process documentation.**
ljg-clipLjg Clip
ljg-roundtableLjg Roundtable
ljg-skill-mapLjg Skill Map
ljg-xray-skillLjg Xray Skill
ljg-xray-promptLjg Xray Prompt
ljg-calendarLjg Calendar
claude-opus-chatstyleA working style for serious collaboration. It should sound like a sharp human pa
goalGoal
openai-prompt-packsOpenai Prompt Packs

/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, 调试, 代码审查, 测试, 重构

展开 41 个 Skill
Skill说明
adversarial-reviewAdversarial Review
agent-browserLinux 可选:
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。
code> **AI 驱动的代码生成系统** - 支持代码生成、审查、重构、API脚手架、测试生成
code-reviewCode Review
commit-helperCommit Helper
eigent目标:把开源项目 [`eigent-ai/eigent`](https://github.com/eigent-ai/eigent) 以 **可审计、可脚本化*
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-creationCreates Pull Requests with task validation, test execution, and Conventional Com
github-pr-mergeMerges Pull Requests after validating pre-merge checklist and handling post-merg
github-pr-reviewResolves Pull Request review comments with severity-based prioritization, fix ap
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
rust-codingRust Coding
senior-architectSenior Architect
skill-publisherSkill Publisher
skill-vetterSecurity-first vetting protocol for AI agent skills. **Never install a skill wit
swarm-opsSwarm Ops
codex-gh-address-commentsCodex Gh Address Comments
test-runnerTest Runner
testing> **AI 驱动的测试系统** - 支持E2E测试、API测试、视觉回归、性能测试
vibe-debugIf you cannot write a test that reproduces the bug, you do not understand the bu
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。

/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 39 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

/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
onboardCreate or improve onboarding experiences that help users understand, adopt, and

/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 31 个 Skill
Skill说明
baoyu-translateBaoyu Translate
codegen-diagramCodegen Diagram
codegen-docCodegen Doc
compliance-docsCompliance Docs
document> **AI 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
makeownsrtMakeownsrt
md-report-summaryMd Report Summary
nlp> **AI 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-wechat该 Skill 将 [`JimLiu/baoyu-skills`](https://github.com/JimLiu/baoyu-skills) 的 **po
prompt-engineering-100这个 Skill 的目标是:把你的一句话需求,自动转成 **可执行、可验证、可复用** 的 Prompt。
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-reader> Any URL -> Platform Detection -> Fetch Content -> Unified Output
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

/pm-execution-swarm

蜂群

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

触发词: prd, sprint, okr, launch, 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- 把你的合规需求描述,转换为 **可审计/可复核** 的交付骨架:目标、约束、政策映射、验证方法、上线条件。
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-ownership将“产品三人组(Product Owner / Tech Owner / Quality Owner)+ AI Agents 执行”的协作框架落盘为可复用资产,
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

/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, notebooklm, autoresearch, 学习, 研究, 知识, 论文研究, obsidian, 学习材料, OREAS

展开 29 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。
continuous-learning-v2Continuous Learning V2
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
notebooklmInteract with Google NotebookLM to query documentation with Gemini's source-grou
obsidian-basesObsidian Bases
obsidian-markdownObsidian Markdown
onecontextOnecontext
skill-from-masters把 GitHub 上成熟项目的“核心知识”抽象为可复用技能,而不是简单包装工具。
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

/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-tax意图分类 -> 专家分发 -> 协作编排 -> 结果综合。所有财税类问题的入口,根据用户意图路由到最合适的单一专家或编排多专家协作。简单事实类问题(如\"增值税
ft-business-analyst理解客户经营场景 -> 识别涉税事项 -> 拆解业务流 -> 输出结构化业务事件给会计师和税务师。作为财税处理的第一环节,确保后续专家拿到的是准确的业务事实而非
ft-accountant凭证录入 / 科目映射 / 期末结账 / 报表编制 / CAS 准则适用。将业务分析师输出的结构化业务事件翻译为准确的会计语言(借贷分录),确保账务处理符合企业
ft-tax-advisor18 税种判定 / 税率适用 / 纳税申报(增值税+企业所得税+个税+附加税) / 政策解读。负责将会计师的账务数据转化为准确的纳税申报,确保依法纳税、应享尽享
ft-compliance-auditor风险识别 / 合规规则匹配 / 金税四期预警应对 / 账务质检 / 整改建议。作为财税处理的最后一道防线,在会计师做完账、税务师算完税之后进行全面检查,确保业财
ft-social-insurance五险一金核算 / 基数年度调整(每年7月) / 工伤生育报销 / 残保金申报 / 灵活用工方案。确保企业在社保公积金领域的合规性,同时合理利用政策降低用工成本。
ft-business-registration企业注册 / 工商变更 / 年报年检 / 简易注销 / 经营范围调整 / 股东变更。处理企业全生命周期中与市场监督管理局相关的所有行政事务,并协调变更对税务和社
ft-invoice-manager进项认证/勾选抵扣/数电票(全电发票)/异常发票排查/进项转出判定/留抵退税申报/发票真伪验证。代理记账公司日常接触最多的税务凭证环节,直接影响客户增值税税负和
ft-regulation-lookupKG MCP tool 的消费者。教模型何时查询知识图谱、如何构造查询、怎样解读返回结果。不做法规解读或税务筹划,只负责精准检索并返回结构化法规数据。
ft-compliance-checklist按行业+企业规模+纳税人类型自动生成结构化合规检查清单。生成清单后交给 ft-compliance-auditor 执行检查。本技能只负责\"列出该查什么\",
ft-period-calendar申报截止日计算/节假日延期规则/提醒生成。代理记账公司最基础也最容易出错的工具——逾期申报的滞纳金和罚款是完全可以避免的损失。
ft-financial-statement三大报表编制/关键比率计算/报表间勾稽关系验证/报表异常识别。代理记账最终输出的核心产品——报表质量直接反映记账水平。
ft-tax-accounting-gap50+常见税会差异的识别/分类(永久性vs暂时性)/调整方向(调增vs调减)/递延所得税计算。汇算清缴季(1-5月)最核心的专业能力——差异识别不准确直接导致多
ft-tax-planner企业税务筹划方案设计专家。负责优惠政策匹配、组织架构税务优化、节税方案测算、合法性边界判断。核心能力是在合法筹划与避税/偷税之间划出清晰的红线,确保每个方案都经
ft-international-tax跨境交易税务处理与合规专家。负责非居民企业所得税代扣代缴、税收协定优惠适用、境外税收抵免计算、常设机构判定、转让定价同期资料准备。核心能力是在复杂的跨境交易结构
ft-legal-counsel税务争议解决与涉税法律风险防控专家。负责行政复议策略设计、税务稽查应对、涉税刑事风险预判、行政处罚裁量分析、税务行政诉讼代理。核心能力是在税务争议的每个阶段帮助
ft-export-tax-rebate出口货物退(免)税政策适用与申报专家。负责免退/免抵退方式选择、退税率查询与差额处理、出口收入确认与汇率换算、单证备案管理、进料加工手册核销。核心能力是确保企业
ft-cost-accounting企业成本核算体系设计与执行专家。负责工业/商贸/服务业成本模型搭建、制造费用分配方案设计、标准成本差异分析、存货计价方法选择、在产品成本计算。核心能力是确保成本
ft-tax-incentive企业税收优惠政策条件判定与申报执行专家。负责高新技术企业认定辅导、小型微利企业标准判定、研发费加计扣除范围划定、软件企业增值税即征即退测算、加速折旧方案设计、优
ft-risk-assessment企业税务合规风险评估与预警专家。负责行业基准对标分析、异常指标自动检测、风险等级量化评估、预警报告生成与整改建议输出。核心能力是在税务机关发现问题之前帮助企业识
team-audit审计团队路由器,负责编排内部审计、合并报表、外币核算、转让定价等高级财务工作。根据业务场景将任务分配给4个专家角色,并监控审计全流程(计划-执行-报告-跟踪)的
ft-internal-audit内部审计专家角色,负责企业内控评价、业务流程审计、舞弊风险识别与应对。基于COSO内部控制框架,对关键业务流程的控制有效性进行评估,识别控制缺陷并提出整改建议。
ft-consolidation合并报表专家角色,负责集团合并财务报表编制全流程。核心工作包括合并范围判定、内部交易抵消、少数股东权益计算、权益法与成本法核算,以及同一控制与非同一控制下企业合
ft-fx-accounting外币核算专家角色,负责企业外币交易的初始确认、期末调整、汇兑损益计算,以及境外子公司外币报表折算。核心能力包括功能货币判定、货币性与非货币性项目区分、套期会计处
ft-transfer-pricing转让定价专家角色,负责关联交易定价的合规管理。核心工作包括独立交易原则的应用、五种定价方法的选择、同期资料三层文档的准备、预约定价安排(APA)的申请与谈判,以
ft-subsidy-application政府补贴申报专家角色,负责各类财政补贴的项目筛选、申报材料准备、评审应对和资金使用合规管理。核心能力覆盖研发补助、人才引进、产业升级、知识产权奖励、专精特新认定
ft-stamp-property-tax小税种专家角色,负责印花税、房产税、城镇土地使用税、契税、土地增值税、车船税、环保税等非主体税种的计算、申报和合规管理。虽然单个税种金额不大,但种类多、规则杂、
ft-customs-duty关税消费税专家角色,负责进出口环节的关税计算、进口增值税和消费税核算、HS编码归类、保税区政策运用和加工贸易管理。确保企业进出口税费计算准确、关务合规,并充分利
ft-digital-asset-tax数字资产与ESG税务专家角色,负责数据资产入表、AI模型成本归集与资本化判定、碳排放配额会计处理、碳交易损益核算、环保税合规申报,以及ESG信息披露中的税务关联

/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, 部署, 基建, 监控, 告警, 迁移

展开 22 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-networkManage Tailscale mesh VPN from AI-tools: auto-connect on session start, check ne
codex-gh-fix-ciCodex Gh Fix Ci
codex-security-ownership-mapCodex Security Ownership Map
codex-security-threat-modelCodex Security Threat Model
codex-cloudflare-deployCodex Cloudflare Deploy
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-shared本技能指导你如何通过lark-cli操作飞书资源, 以及有哪些注意事项。
lark-im**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-doc**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-sheets**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-base> **前置条件:** 先阅读 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md)。 > **执行前必做:
lark-calendar**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-task**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-drive**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-wiki**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-mail**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-contact**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-vc**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-minutes> **前置条件:** 先阅读 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md) 了解认证、全局参数和安
lark-whiteboard> [!NOTE] > **环境依赖**:绘制画板需要 `@larksuite/whiteboard-cli`(画板 Node.js CLI 工具),以及 `l
lark-event> **前置条件:** 先阅读 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md) 了解认证、权限处理和安
lark-openapi-explorer> **前置条件:** 先阅读 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md) 了解认证、身份切换和安
lark-skill-maker基于 lark-cli 创建新 Skill。Skill = 一份 `SKILL.md`,教 AI 用 CLI 命令完成任务。
lark-workflow-meeting-summary**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK
lark-workflow-standup-report**CRITICAL — 开始前 MUST 先用 Read 工具读取 [`../lark-shared/SKILL.md`](../lark-shared/SK

/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
data> **AI 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把“发票/小票/收据”的图片或 PDF,抽取为**结构化 JSON**,并做**质量评分 + 数学一致性校验 + 自动修复**。
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 12 个 Skill
Skill说明
ask-searchAsk Search
deep-research基于 [Claude-Code-Deep-Research](https://github.com/AnkitClassicVision/Claude-Code
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`](https://github.com/lockfale/OSINT-Framework) 的 `
search-firstSearch First
tavily-searchTavily Search
trends24Trends24
web-multi-searchWeb Multi Search

/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-extractionYou are a buyer psychologist. Your job is to define a real, specific person — no
schwartz-awareness-mapperYou are a direct response strategist trained in Eugene Schwartz frameworks.
offer-extractionYou are an offer strategist. You make the offer feel like a shortcut to a desire
mechanism-builderYou are responsible for creating the “why this works” story.
headline-matrixYou create attention and curiosity.
ad-angle-multiplierYou multiply winning ideas.
objection-crusherYou remove resistance to action.
scroll-stopping-creativeYou design for attention.
conversion-path-builderYou reduce friction and increase conversion.
full-funnel-campaign-orchestratorYou orchestrate specialists.
generic-language-killerYou remove weak language.
performance-diagnosisYou find the bottleneck.

/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, 算法, 深度学习, 大数据, 量化

展开 11 个 Skill
Skill说明
algo-coreAlgo Core
algo-dlAlgo Dl
art- 输入一句话/一段描述,生成 **可复现** 的 SVG 图形并落盘(不依赖第三方包)。
bigdata-coreBigdata Core
bigdata-mlBigdata Ml
bigdata-vizBigdata Viz
quantum-market-researchAnalyze the current crypto market state for the Quantum X autonomous trading sys
quantum-risk-reportGenerate daily risk monitoring report for the Quantum X trading system.
quantum-strategy-evolveDrive the self-evolution loop for Quantum X trading strategies.
rag-architectRag Architect
valq-powerbi-planningValQ 的定位(从官网信息抽象): - 做 **sales/finance/operations** 场景规划、预算与预测 - 支持 **what-if si

/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-practicesUse this skills whenever you are dealing with Remotion code to obtain the domain
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**

/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-mono把 pi-mono 的“七包分治”思路,以 **repo-first** 的方式落到你的项目中:
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-icons你想要的是:把 LobeHub 的 AI/LLM 模型图标 **一键下载到本地**,并提供一个“图标库 Skill”用于 **搜索 / 导出 / 复用**。
svglogo-icons来源:[`https://svglogo.top/?view=original`](https://svglogo.top/?view=original)

/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用本地三份文件作为“外置工作记忆”,避免长任务在对话变长后发生目标漂移:
code-reviewCode Review
git-commitCreates git commits following Conventional Commits format with proper type, scop
brainstorming1. **Don't skip brainstorming for \"simple\" tasks.** The most expensive bugs co
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、
管线

串行管线 (13 groups)

管线:A->B->C 固定顺序执行,每步依赖上步结果。

/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-impeccableGather design context for this project, then persist it for all future sessions.
frontend-designThis skill guides creation of distinctive, production-grade frontend interfaces
critiqueConduct a holistic design critique, evaluating whether the interface actually wo
auditRun systematic quality checks and generate a comprehensive audit report with pri
arrangeAssess and improve layout and spacing that feels monotonous, crowded, or structu
colorizeStrategically introduce color to designs that are too monochromatic, gray, or la
typesetAssess and improve typography that feels generic, inconsistent, or poorly struct
clarifyIdentify and improve unclear, confusing, or poorly written interface text to mak
animateAnalyze a feature and strategically add animations and micro-interactions that e
adaptAdapt existing designs to work effectively across different contexts - different
hardenStrengthen interfaces against edge cases, errors, internationalization issues, a
delightIdentify opportunities to add moments of joy, personality, and unexpected polish
distillRemove unnecessary complexity from designs, revealing the essential elements and
bolderIncrease visual impact and personality in designs that are too safe, generic, or
quieterReduce visual intensity in designs that are too bold, aggressive, or overstimula
overdriveStart your response with:
normalizeAnalyze and redesign the feature to perfectly match our design system standards,
extractIdentify reusable patterns, components, and design tokens, then extract and cons
optimizeIdentify and fix performance issues to create faster, smoother user experiences.
polish**First**: Use the frontend-design skill for design principles and anti-patterns

/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, form fill, dom, ghost, desktop, mobile, device, 浏览器, 自动化, 截图, 表单

展开 19 个 Skill
Skill说明
agent-browser-electronAgent Browser Electron
agent-browser-sessionAgent Browser Session
agent-browser-slackAgent Browser Slack
agent-reachInstall and configure upstream tools for 12+ platforms. After setup, call them d
android-device-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
browser-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
chrome-bridge-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
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-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
flutter-developmentFlutter Development
ghost-os-automationGhost Os Automation
harmonyos-device-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
ios-device-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
playwright-codexPlaywright Codex
playwright-interactivePlaywright Interactive
screenshot-codexScreenshot Codex
vphone-cliVphone Cli
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 18 个 Skill
Skill说明
agent-fetchAgent Fetch
agentic-seoAgentic Seo
ai-news把多个 AI 资讯来源统一聚合到一个本地文件,支持增量更新、标题中文翻译与定时运行。
apify-competitor-intelligenceApify Competitor Intelligence
apify-trend-analysisApify Trend Analysis
apify-ultimate-scraperApify Ultimate Scraper
downloadhdDownloadhd
firecrawl-skillFirecrawl Skill
news-aggregator-skillFetch real-time hot news from 28 sources, generate deep analysis reports in Chin
pdf-layout-analysis基于 [`huridocs/pdf-document-layout-analysis`](https://github.com/huridocs/pdf-doc
pdf-processingPdf Processing
scrapling-crawlerThis skill provides an advanced web scraping utility built on the [Scrapling](ht
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-downloadDownload video and audio from URLs using yt-dlp directly. No wrapper scripts nee
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。
ljg-fetchLjg Fetch
ljg-x-downloadLjg X Download

/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-tax意图分类 -> 专家分发 -> 协作编排 -> 结果综合。所有财税类问题的入口,根据用户意图路由到最合适的单一专家或编排多专家协作。简单事实类问题(如\"增值税
ft-tax-advisor18 税种判定 / 税率适用 / 纳税申报(增值税+企业所得税+个税+附加税) / 政策解读。负责将会计师的账务数据转化为准确的纳税申报,确保依法纳税、应享尽享
ft-accountant凭证录入 / 科目映射 / 期末结账 / 报表编制 / CAS 准则适用。将业务分析师输出的结构化业务事件翻译为准确的会计语言(借贷分录),确保账务处理符合企业
ft-compliance-auditor风险识别 / 合规规则匹配 / 金税四期预警应对 / 账务质检 / 整改建议。作为财税处理的最后一道防线,在会计师做完账、税务师算完税之后进行全面检查,确保业财
ft-risk-assessment企业税务合规风险评估与预警专家。负责行业基准对标分析、异常指标自动检测、风险等级量化评估、预警报告生成与整改建议输出。核心能力是在税务机关发现问题之前帮助企业识
ft-tax-planner企业税务筹划方案设计专家。负责优惠政策匹配、组织架构税务优化、节税方案测算、合法性边界判断。核心能力是在合法筹划与避税/偷税之间划出清晰的红线,确保每个方案都经
ft-international-tax跨境交易税务处理与合规专家。负责非居民企业所得税代扣代缴、税收协定优惠适用、境外税收抵免计算、常设机构判定、转让定价同期资料准备。核心能力是在复杂的跨境交易结构
ft-legal-counsel税务争议解决与涉税法律风险防控专家。负责行政复议策略设计、税务稽查应对、涉税刑事风险预判、行政处罚裁量分析、税务行政诉讼代理。核心能力是在税务争议的每个阶段帮助
ft-social-insurance五险一金核算 / 基数年度调整(每年7月) / 工伤生育报销 / 残保金申报 / 灵活用工方案。确保企业在社保公积金领域的合规性,同时合理利用政策降低用工成本。
ft-financial-statement三大报表编制/关键比率计算/报表间勾稽关系验证/报表异常识别。代理记账最终输出的核心产品——报表质量直接反映记账水平。
ft-tax-accounting-gap50+常见税会差异的识别/分类(永久性vs暂时性)/调整方向(调增vs调减)/递延所得税计算。汇算清缴季(1-5月)最核心的专业能力——差异识别不准确直接导致多
ft-transfer-pricing转让定价专家角色,负责关联交易定价的合规管理。核心工作包括独立交易原则的应用、五种定价方法的选择、同期资料三层文档的准备、预约定价安排(APA)的申请与谈判,以
ft-cost-accounting企业成本核算体系设计与执行专家。负责工业/商贸/服务业成本模型搭建、制造费用分配方案设计、标准成本差异分析、存货计价方法选择、在产品成本计算。核心能力是确保成本
ft-invoice-manager进项认证/勾选抵扣/数电票(全电发票)/异常发票排查/进项转出判定/留抵退税申报/发票真伪验证。代理记账公司日常接触最多的税务凭证环节,直接影响客户增值税税负和
ft-business-analyst理解客户经营场景 -> 识别涉税事项 -> 拆解业务流 -> 输出结构化业务事件给会计师和税务师。作为财税处理的第一环节,确保后续专家拿到的是准确的业务事实而非
ft-business-registration企业注册 / 工商变更 / 年报年检 / 简易注销 / 经营范围调整 / 股东变更。处理企业全生命周期中与市场监督管理局相关的所有行政事务,并协调变更对税务和社
ft-internal-audit内部审计专家角色,负责企业内控评价、业务流程审计、舞弊风险识别与应对。基于COSO内部控制框架,对关键业务流程的控制有效性进行评估,识别控制缺陷并提出整改建议。

/video-media-pipeline

管线

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, subtitle, audio, speech, 视频, 音频, 语音, 字幕

展开 15 个 Skill
Skill说明
ai-video-genGenerate AI videos from text prompts. Supports multiple providers (VEO 3.1, Klin
avatar-videoCreate AI avatar videos with full control over avatars, voices, scripts, scenes,
create-videoGenerate complete videos from a text prompt. Describe what you want and the AI h
faceswapSwap a face from a source image into a target video using GPU-accelerated AI pro
heygen> **This skill is deprecated.** Use the focused skills instead: > - **`create-vi
libtv-skill通过 agent-im 的 OpenAPI 创建会话、发送消息(生图、生视频、编辑视频等)、上传图片/视频文件,并查询会话消息进展。
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。
text-to-speechGenerate speech audio files from text using HeyGen's in-house Starfish TTS model
video-constrict基于 [Constrict](https://github.com/Wartybix/Constrict) 的视频压缩能力,将视频压缩到指定的目标文件大小。非常
video-downloadDownload video and audio from URLs using yt-dlp directly. No wrapper scripts nee
video-editEdit videos locally by running ffmpeg/ffprobe directly. No wrapper scripts neede
video-translateTranslate and dub existing videos into multiple languages, preserving lip-sync a
video-understandUnderstand video content locally using ffmpeg for frame extraction and Whisper f
yt-search-downloadYt Search Download

/content-publish-pipeline

管线

内容全渠道发布: 写作 -> 排版 -> 推送 (公众号 + X + Markdown)

触发词: publish, 公众号发布, wechat article, 发布文章, 排版, content publish, blog post, newsletter publish

展开 10 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
md-report-summaryMd Report Summary
baoyu-translateBaoyu Translate
grammar-checkGrammar Check
stop-slopStop Slop
humanizerYou are a writing editor that identifies and removes signs of AI-generated text

/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

/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, 商业模式, dbs, 帮我看看

展开 6 个 Skill
Skill说明
dbsDbs
dbs-diagnosisDbs Diagnosis
dbs-benchmarkDbs Benchmark
dbs-contentDbs Content
dbs-unblockDbs Unblock
dbs-deconstructDbs Deconstruct

/skill-ops-pipeline

管线

OpenClaw runtime upgrades, skills supply-chain audit, registry hygiene, auto-trigger routing, and workflow automation.

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

展开 6 个 Skill
Skill说明
openclaw-best-practices本 Skill 目标是把社区里“跑得久以后才总结出来的 5 条基本原则”固化成一份可执行的检查清单,避免重复踩坑与供应链风险。
dna-inheritanceThis skill explains how to treat a shared git repository as an agent \"DNA\" sys
planning-with-files用本地三份文件作为“外置工作记忆”,避免长任务在对话变长后发生目标漂移:
using-superpowers<EXTREMELY-IMPORTANT> If you think there is even a 1% chance a skill might apply
find-skillsThis skill helps you discover and install skills from the open agent skills ecos
writing-skills**Writing skills IS Test-Driven Development applied to process documentation.**

/stitch-design-pipeline

管线

Full-auto design pipeline: PRD -> Stitch prototype -> Gemini icon -> code export -> UI polish

触发词: stitch, 设计原型, design prototype, generate screen, stitch loop

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

展开 6 个 Skill
Skill说明
enhance-promptYou are a **Stitch Prompt Engineer**. Your job is to transform rough or vague UI
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。
stitch-loopYou are an **autonomous frontend builder** participating in an iterative site-bu
design-mdYou are an expert Design Systems Lead. Your goal is to analyze the provided tech
react-componentsYou are a frontend engineer focused on transforming designs into clean React cod
stitch-design-pipelineStitch Design Pipeline

/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 4 个 Skill
Skill说明
wewriteWewrite
wechat-article-writerWechat Article Writer
wechat-article-searchWechat Article Search
wechat-readerWechat Reader

/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

触发词: iOS, SwiftUI, watchOS, macOS app, Xcode, Apple Watch

展开 2 个 Skill
Skill说明
ios-swiftui-expertIos Swiftui Expert
ios-device-automation> **CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW:** > > 1. **Never run mi
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 (37 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
geminiGoogle Gemini CLI - Google官方AI助手
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

开发工具

a2aA2A Agent Registry - list/discover/card/stats (233 Agent Car
agentCursor Agent CLI - Cursor 官方 Agent 命令行
amazonAmazon Q CLI - AWS官方AI助手
ascApp Store Connect CLI (asc) - release automation helper
codegraphCodeGraph OSS wrapper - commercial-friendly local knowledge
codex-2pCodex via Poe shortcut wrapper
cursor-agentCursor Agent CLI - 兼容命令 cursor-agent
embedFleet Embedding Service - Unified CLI
fleet-runUnified project runner -- Brooks 3-layer contract (build/tes
gemini-acpWrapper to launch gemini CLI with ACP protocol enabled
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
graphGraph wrapper - alias to CodeGraph OSS via AI-tools launcher
interpreterOpen Interpreter - 自然语言全能执行环境
jarvisTerminal Jarvis - 多AI工具统一接口
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)
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 (22 个)

MCP 服务器:让 Agent 通过标准接口访问外部系统。

核心 始终活跃

qmd文档全文搜索
githubGitHub API
ghost-osmacOS 无障碍树(29 工具)
chrome-devtoolsCDP + Lighthouse(40+)
claude-in-chrome浏览器扩展(16 工具)

扩展 按需

excalidraw白板绘图
agentationAgent 标注工作流
apple-docsApple 开发文档
21st-magicUI 组件生成
stitchGoogle 设计原型
nanobanana-mcpGemini 图片生成
thesvg5600+ SVG 图标
xcodebuildXcode 构建集成
computer-use桌面自动化
codex-cliCodex CLI 代理

远程 托管

CloudflareWorkers/D1/KV/R2
Gmail邮件读写
Calendar日程管理

插件 通道/语言服务

telegramTelegram 双向消息
discordDiscord 通知
swift-lspSwift 语言服务
clangd-lspC/C++ 语言服务
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 (149 条,145 启用)

内容交付 (48)

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 (30)

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)

没有找到匹配的 Skill 或 Group