⚙️工作流自动化 MCP 推荐

Soulstamp

v1.0.2

The stamp doesn't lie. It tells a different truth. Instead of rules, forge your AI a past — a coherent history that makes its behaviors intrinsic, not imposed. Based on Brandon Sanderson's The Emperor's Soul.

Pocketalert

v1.0.2

The Pocket Alert (pocketalert.app) skill for OpenClaw enables OpenClaw agents and workflows to send push notifications to iOS and Android devices. It is used to deliver alerts and updates from automated tasks, workflows, and background processes.

Odds for sports events

v1.0.0

Query Odds-API.io for sports events, bookmakers, and betting odds (e.g., "what are the odds for Inter vs Arsenal", "get odds for Paddy the Baddie vs Gaethje"). Use when you need to call the Odds-API.io v3 API or interpret its responses; requires a user-provided API key.

OmniFocus

v1.0.0

Manage OmniFocus tasks via JavaScript for Automation (JXA) scripts. Use when the user asks Clawdbot to interact with OmniFocus, including - (1) Adding tasks to inbox, (2) Listing or searching tasks (inbox, available, flagged, overdue, due soon), (3) Completing tasks, (4) Updating task properties (notes, due dates, flags), (5) Getting OmniFocus statistics, (6) Reporting on task status, or (7) Acting on tasks in OmniFocus based on user queries.

Accessibility Toolkit

v1.0.0

Friction-reduction patterns for agents helping humans with disabilities. Voice-first workflows, smart home templates, efficiency automation.

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Use when finishing a feature, fixing a bug, before committing React code, or when the user types `/doctor`, asks to scan, triage, or clean up React diagnostics. Covers lint, accessibility, bundle size, architecture. Includes a regression check and a full local-triage workflow that fetches the canonical playbook.

Review and investigate Teleport session recordings. Use when the user asks to review or audit recorded sessions, find out what happened in a session, or search sessions by what occurred in them (e.g. "sessions that touched production databases", "who ran sudo on prod"). Covers common security workflows such as SOC risk triage of the riskiest sessions, periodic compliance reviews of production access, threat hunting for techniques (privilege escalation, persistence, data exfiltration, SSH config tampering, secret exposure), and incident-response pivots ("what did this user do on that host"). Also lists recent SSH/db/Kubernetes/desktop recordings, summarizes a session, and downloads or plays one back. Trigger on phrases like "review session recordings", "search session recordings", "what happened in session <id>", "find risky sessions", or any mention of Teleport session recordings or session summaries. Also trigger when following up on a session from a previous command.

Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"

Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"

Build or extend LobeHub Agent Signal pipelines. Use for signal sources, signal/action types, policies, middleware, workflow handoff, dedupe, scope behavior, or observability.

Post-implementation review orchestrator. Launches 5 parallel background sub-agents: Oracle (goal/constraint verification), Oracle (code quality), Oracle (security), unspecified-high (hands-on QA execution), unspecified-high (context mining from GitHub/git/Slack/Notion). All must pass for review to pass. MUST USE after completing any significant implementation work. Triggers: 'review work', 'review my work', 'review changes', 'QA my work', 'verify implementation', 'check my work', 'validate changes', 'post-implementation review'.

Post-implementation review orchestrator. Launches 5 parallel background sub-agents: Oracle (goal/constraint verification), Oracle (code quality), Oracle (security), unspecified-high (hands-on QA execution), unspecified-high (context mining from GitHub/git/Slack/Notion). All must pass for review to pass. MUST USE after completing any significant implementation work. Triggers: 'review work', 'review my work', 'review changes', 'QA my work', 'verify implementation', 'check my work', 'validate changes', 'post-implementation review'.

Browser automation CLI for AI agents. Use when the user needs to inspect, test, or automate browser behavior: navigating pages, filling forms, clicking buttons, taking screenshots, extracting page data, reading selected Open Design browser-tab context, testing web apps, dogfooding Open Design previews, QA, bug hunts, or reviewing app quality. Prefer local Open Design preview URLs unless the user explicitly asks for external browsing.

Shared code review workflow for Langfuse. Use when reviewing a PR, branch, diff, or local changes for correctness, regressions, risk, and missing tests. Start with references/review-checklist.md for repo-specific review rules and use package AGENTS.md files plus any matching shared skills when the change touches those areas.

Automation Governance skill for the OpenCode ecosystem

Run automation shape routing.

Front door for agent automation — decide the SHAPE (Workflow vs ATM vs skill), then hand off. Triggers: "build automation", "convert skills to workflows", "which shape".

Run automation shape routing.

Run automation loop hardening.

Use when turning repeated manual operations into safer, observable, reusable automation loops. Triggers:

Automationen und Monitoring: Entwirft Monitore für Datenraum-Neuzugaenge, Q&A-Status, CP-Deadlines, Registerupdates, MAR-Signale und PMI-Aufgaben im Corporate/M&A-Kontext. Normen: MAR Art. 17, § 41 GWB (Vollzugsverbot), § 56 AWV.

Automationen und Monitoring: Entwirft Monitore für Datenraum-Neuzugaenge, Q&A-Status, CP-Deadlines, Registerupdates, MAR-Signale und PMI-Aufgaben im Corporate/M&A-Kontext. Normen: MAR Art. 17, § 41 GWB (Vollzugsverbot), § 56 AWV im Corporate Kanzlei: prüft konkret die einschlägigen Tatbestandsmerkmale, Fristen, Belege und Rechtsprechung. Liefert priorisierten Output mit Norm-Pinpoints, Risikoampel und nächstem Arbeitsschritt.

Mandant oder Kanzlei will Deal-Aktivitaeten automatisch tracken: Datenraum-Neuzugaenge Fristen Q&A MAR-Signale PMI-Aufgaben. Normen MAR VO 596/2014 §§ 35-44 GWB Insiderlisten. Prüfraster Datenraum-Monitor CP-Deadline-Kalender Register-Update-Check News-Screening PMI-Task-Tracking. Output Monitoring-Protokoll Alert-Regeln Ampel-Dashboard. Abgrenzung zu mittelstand-ma-fristen-cp-kalender (Fristen-only) und mittelstand-corporate-ma-deal-intake (Eingang) im Mittelstand Corporate Ma: prüft konkret die einschlägigen Tatbestandsmerkmale, Fristen, Belege und Rechtsprechung. Liefert priorisierten Output mit Norm-Pinpoints, Risikoampel und nächstem Arbeitsschritt.

Monitoring und Automatisierungen für laufende M&A-Mandate einrichten: Anwendungsfall Deal-Team benoetigt automatisierte Überwachung von Datenraum-Neuzugaengen Q&A-Deadlines CP-Fristen Registerupdates und MAR-Signalen. §§ 35 ff. GWB Kartellrechtsfristen, §§ 55 ff. AWV FDI-Fristen, Art. 17 MAR Ad-hoc-Monitoring. Prüfraster Eskalationsregeln Owner-Matrix Stop-Schwellen PMI-Aufgaben News-Monitoring. Output Monitoring-Plan mit Trigger-Logik Eskalationspfad und Verantwortlichkeitsmatrix. Abgrenzung zu Steps-Plan-PMO für manuelle Aufgabenlisten und zu Fristen-CP-Kalender.

Converts a PDF into one self-contained, readable HTML file that preserves images, tables, charts and reading order — optionally translating it into another language while keeping every figure. Uses structured extraction (PyMuPDF), font-size-driven layout, compressed base64-inlined images (a single portable file), and mandatory headless-Chrome visual verification. Use whenever someone wants to READ a PDF as a web page or clean document, turn a PDF into HTML, or translate a PDF into another language while keeping its images/tables/charts intact — e.g. "PDF 转 HTML", "把这个 PDF 转成中文网页版", "make this report readable", "translate this PDF but don't lose the charts", "I just want to read this PDF on my phone". Distinct from doc-to-markdown (plain Markdown text) and pdf-creator (Markdown→PDF) — this one produces a styled, image-faithful HTML reading experience.

Event-triggered and schedule-triggered automations with natural-language conditions. Use when creating automations, wiring events, or understanding how triggers fire.

Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure. Use when creating skills that involve sequential pipelines, routing patterns, safety gates, task tracking, phased execution, or any multi-step workflow. Also applies when reviewing or refactoring existing workflow skills for quality.

Testing practices for this monorepo — choosing between unit and end-to-end tests, where test files live, how tsconfig.test.json fits in, how to drive Playwright, to to write/adapt UI/end-to-end tests, and which test runner (vitest vs jest) to use. MUST be invoked BEFORE any code search or file reads whenever the user asks to add, write, or extend a test, add coverage, create a test file, set up testing in a new package, mentions vitest/jest, or refers to an existing `*.test.ts` file. Applies equally to unit tests and to end-to-end / UI tests — the skill routes to a Playwright-MCP-first discovery flow for the latter, which differs from normal code-search workflow.

Write step-by-step automation instructions for a workflow, tailored to your tool (Claude, n8n or Zapier). Best run right after discover-patterns or process-analyst.

Automation YAML patterns, triggers, conditions, actions, and best practices for Home Assistant.

Langfuse repo Git, GitHub, commit, branch, pull request, issue search, release, and production-promotion workflow. Use when staging, committing, pushing, opening PRs, searching GitHub issues, or changing release/promotion behavior.

Use when working with react-native-skills tasks or workflows

Design and build native-feeling macOS application UIs. Use this skill whenever the user asks to create a desktop app, macOS app, Mac-style interface, Apple-style UI, system utility, or anything that should look and feel like a native Mac application. Also trigger when users mention "native feel", "desktop app design", "Apple design patterns", "sidebar layout", "traffic lights", or want to build tools/utilities that feel like they belong on macOS. This skill covers layout, composition, interaction patterns, animations, light/dark mode, and all the subtle details that make an app feel like Apple built it.

Local OpenWork Electron browser automation with CDP. Use when driving a local Electron dev app, browser_list, browser_snapshot, browser_eval, composer automation, or local UI smoke tests.

SQL Injection — automated and manual exploitation of unsanitized SQL queries. Covers Union-based, Error-based, Blind (Boolean/Time-based), and Stacked queries. Includes sqlmap automation with WAF bypass tamper scripts.

Discover and call MCP Server tools via the mcporter CLI. Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs. Includes workflow for generating skill documentation for new MCP servers.

Generate production-ready Dockerfiles from project source code. Detects language/framework automatically and produces multi-stage builds with minimal, distroless, or slim base images. Use this skill whenever the user wants to containerize an application, create a Dockerfile, dockerize a project, build a Docker image, or says things like "make this run in Docker", "create a container for this app", "I need a Dockerfile", "package this for deployment", or "containerize this service". Also trigger when the user has an existing Dockerfile and wants it rewritten for production use, or when they ask about Docker best practices for their project.

Shared workflow for browser-based review of user-visible frontend changes in Langfuse. Use when a change affects UI behavior, layout, styling, navigation, or browser-visible regressions and should be checked with the Playwright MCP server before signoff.

kubernetes-architect workflow skill. Use this skill when the user needs Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

kubernetes-architect workflow skill. Use this skill when the user needs Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

kubernetes-architect workflow skill. Use this skill when the user needs Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

kubernetes-architect workflow skill. Use this skill when the user needs Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Kubernetes Deployment Workflow workflow skill. Use this skill when the user needs Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Kubernetes Deployment Workflow workflow skill. Use this skill when the user needs Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Cursor Subagent Creator workflow skill. Use this skill when the user needs Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories (.cursor/agents/). Triggers on "cursor subagent", "cursor agent". Do NOT use for generic subagent creation outside Cursor (use subagent-creator instead) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.