Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Send messages and rich content to Slack channels via webhooks or Bot API. Use Block Kit for formatted announcements, marketing reports, and community updates. Trigger phrases: "post to slack", "slack message", "slack webhook", "slack notification", "slack announcement", "send to slack", "slack marketing", "slack update", "slack channel".
Build integrations with Google Workspace APIs (Gmail, Calendar, Drive, Sheets, Docs, Chat, Meet, Forms, Tasks, Admin SDK). Covers OAuth 2.0, service accounts, rate limits, batch operations, and Cloudflare Workers patterns. Use when building MCP servers, automation tools, or integrations with any Google Workspace API, or troubleshooting OAuth errors, rate limit 429 errors, scope issues, or API-specific gotchas.
Structured OSINT investigations — people lookup, company intel, investment due diligence, entity/threat intel, domain recon, and organization research using public sources within an ethical authorization framework. Use when dealing with OSINT, due diligence, background checks, researching people, company intelligence, investigations, company/domain/entity/organization lookups, threat intelligence, or discovering OSINT sources.
Co-creates a personal investment-research LLM Wiki (Karpathy's pattern) by interviewing the user for THEIR OWN analysis framework, not a template — a living CLAUDE.md of pure markdown + wikilinks, no RAG in place of compilation. Use to build a compounding 投研第二大脑 / 投研知识库 / 个人投研 wiki, ingest research reports / earnings calls into an existing wiki, or run post-earnings prediction→fulfillment reviews.
Offline-searchable X/Twitter CLI and MCP surface for archiving posts, resolving links, monitoring mentions, composing threads, publishing Articles, and searching synced bookmarks. Trigger phrases: `search X for`, `archive tweets about`, `show me the X thread for`, `monitor my X mentions`, `post a thread to X`, `use x-twitter`, `run x-twitter-pp-cli`.
Use when asked to “thinking in bets,” “make decisions under uncertainty,” “think probabilistically,” “avoid resulting,” “separate decision quality from outcomes,” or “reduce bias in decisions.” Helps make explicit bets and evaluate decisions on process, not results. The Thinking in Bets framework (from Annie Duke) applies poker strategy to business and life decisions.
Access Finland's Wilma school system from AI agents. Fetch schedules, homework, exams, grades and the gradebook, lesson notes (merkinnät) and absence summaries, messages with replies, news, printouts and linked news resources — through the WilmAI MCP tools (`wilma_*`) when connected, or the wilma CLI. Start with a summary, drill into messages and news, and fetch linked attachments. Requires wilma-cli 2.0+.
Mandatory prerequisite — load this BEFORE calling any Trello MCP tool (`trelloRead*`, `trelloWrite*`, `trelloSearch`). Covers the ARI id format every tool requires and the cross-cutting rules (current-user lookup, UTC date handling, Inbox vs boards, ordered creation, pagination, and embedded-field previews vs full `list_*` records). Skipping it causes malformed-id errors, wrong due-date/timezone results, and answers built on truncated data.
Socratic method teaching skill that guides users to discover answers themselves through questioning, never giving direct answers. TRIGGER when: user's message contains 'socratic', 'Socrates', or '소크라테스'. Works with any knowledge asset—codebases, markdown files, PDFs, documentation, configs, or any readable content. Respond in the user's language
Guides learners to discover knowledge through strategic Socratic questioning and progressive scaffolding removal. Combines question ladders, misconception detectors, Feynman explanations, and worked-example fading to build durable understanding. Use when teaching complex concepts, correcting misconceptions, onboarding team members, mentoring problem-solving, or designing self-paced learning. Use when user mentions "teach me", "help me understand", "explain like I'm", "learning path", "guided discovery", or "Socratic method".
A resume audit and optimization skill for job seekers. Use it to: (1) deeply audit resume content and identify the issues most affecting interview success; (2) rewrite responsibility-focused statements as achievement-focused ones, highlighting measurable results, business value, and deliverables; (3) tailor keywords, project emphasis, and career narrative to the target job description; (4) generate a revised resume draft and action checklist; (5) create a condensed one-page resume when requested. Suitable for resume diagnosis, optimization, rewriting, pre-application revisions, and pre-interview self-review. Keywords: resume optimization, resume diagnosis, resume rewriting, resume review, career coaching, one-page resume.
Manage scheduled tasks using the openclaw cron CLI. Trigger when the user needs recurring reminders, scheduled tasks, background checks, or scheduled agent tasks. Keywords: schedule, daily/weekly/hourly/every minute/every second, reminder, schedule, remind, every, cron, scheduled task, run later, delayed execution, reservation, plan, alarm, countdown, in X minutes, in X seconds, at what time
Academic literature orientation skill that searches papers via free keyless APIs (PubMed E-utilities + OpenAlex) by default, with the Consensus MCP as an optional enhancement when connected. Builds a strategic search plan using PICO (default) or SPIDER / Decomposition / hybrid as fallbacks, and synthesizes findings into a formatted Word (.docx) research guide. Conducts a grill-me intake on research question specificity, framework hints, and tentative depth before the recon search; a second forcing checkpoint after Phase 2 confirms framework, sub-areas, and depth before searches consume budget. Configurable depth (5/10/20 queries) controls coverage versus speed. The output is a “launching pad”—an orientation guide that lets a researcher dive in confidently, not a finished review. Use when the user starts literature-oriented research (e.g., “litreview on [topic],” “literature review on [topic],” “I'm starting a literature review on X,” “I'm writing a paper on X,” “help me research X,” “I'm doing research on X,” “can you help me research X”). Do NOT use for single one-off paper searches wanting a quick list—that's a plain PubMed/OpenAlex (or Consensus) query.
Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment planning (comparisons + ablations), figure design (pipeline + teaser), and 4-week timeline management. Includes counterintuitive planning tactics (write a mock rejection letter to identify weaknesses before writing, narrow before broad claims, design ablations first). Use when: user wants to plan a paper before writing, design story/contributions, plan experiments, create figure sketches, set a writing timeline, or write a pre-emptive rejection letter for planning purposes. Do NOT use for actual writing (use paper-writing), running experiments (use experiment-pipeline), self-reviewing a finished draft (use paper-review), or finding research problems (use research-ideation).
Manage DingTalk to-dos. Use this skill when the user mentions “钉钉待办,” “待办任务,” “创建待办,” “新增待办,” “查看待办,” “完成待办,” “标记完成,” “删除待办,” “待办列表,” “我的待办,” “设置截止时间,” “指派待办,” “dingtalk todo,” “todo task,” or “task management.” Supports all to-do operations, including creating tasks (with description, deadline, priority, and participants), retrieving details, querying lists (filtered by completion status), updating tasks, marking them complete, and deleting them.
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.
When you want to read and extract structured notes from a book — PDF, EPUB, MOBI, markdown, .txt, pasted text, or URL to a public-domain work. Reads in chunks (by chapter when a TOC exists, by 50-page blocks otherwise), extracts per-chapter TL;DR + key concepts + quotes + action items + frameworks, and offers to capture to second-brain raw/ as a highlights- file. Four modes — notes (default, chapter-by-chapter), summary (whole-book TL;DR + 3–5 takeaways), quotes (pull-quote highlights only), study (notes + Q&A spaced-rep prep). Triggers on "/read-book," "read this book," "extract notes from this PDF," "what's in this book," "summarize this ebook," "pull quotes from this." Sibling to watch-video (same content-consumption pattern, different medium)
A fast single-pass scoping map of a MEL/SRHR question: which perspectives it demands, where those perspectives conflict, and whether it is worth a full orchestration, ending in a triage verdict, never citations or findings. Use when Ane wants a question, proposal angle, learning question, or evaluation framing scoped or triaged before committing tokens to a full run. Not an interview of Ane (/grill-mel), not the deliverable or any sourced evidence (/ann, /researcher, /evidence-synthesis), and not a multi-agent debate (/decision-debate).
Turn vague features, bug clusters, roadmap items, launch work, or playtest findings into an execution-ready planning packet by choosing the right packet type, separating discovery from delivery, and making blockers, dependencies, and the next move explicit. Use for backlog cleanup, feature slicing, sprint or milestone prep, release planning, or translating roadmaps into delivery plans across developer workflow, web/fullstack, product/ops, marketing/GTM, or game work. Also owns the retired `sprint-plan` name: sprint capacity from velocity and availability, Definition-of-Ready story selection, dependency and critical-path mapping, sprint goal, and sprint plan summary. Route sizing to `task-estimation`, issue-state governance to `triage`, plan review to `plannotator`, daily syncs to `standup-meeting`, retros to `sprint-retrospective`, and pre-planning concept framing to `bmad`, `bmad-idea`, or `bmad-gds`.
Helps users search and filter open-source projects on GitHub and produces a structured recommendation report. Trigger when the user says “help me find open-source projects,” “search what’s on GitHub,” “find repositories in the XX area,” “open-source project recommendations,” “github search,” or “/github-search.”
Every Techmeme headline, searchable and cached locally — plus topic tracking, trending analysis, and catch-up workflows no other tool has. Trigger phrases: `what's happening in tech`, `tech news today`, `check techmeme`, `what did I miss in tech`, `trending tech stories`, `use techmeme`, `run techmeme`.
Integrate the Resend email service via the MCP protocol so AI agents can send emails with Claude Desktop, GitHub Copilot, and Cursor. Set up transactional and marketing emails, configure sender verification, and use AI to automate email workflows.
Researches the latest ComfyUI models, techniques, and community discoveries. Monitors YouTube channels, GitHub repositories, and HuggingFace. Updates reference files with timestamped findings and flags stale information. Invoke with /research comfyui or automatically at session start for staleness checks.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent. Searches recent emails, classifies them via the user's taxonomy, researches new senders, generates recommendations, drafts replies (NEVER sends), delivers a report in the user's preferred format, and updates the knowledge base with learnings. Designed to run on a recurring schedule (1-3x daily) or on demand. Use when the user wants their inbox processed, in any variation (e.g., 'triage my inbox', 'inbox triage', 'check my email', 'run email triage', 'process my inbox', 'what's new in my email', 'handle my email', 'email triage'). Requires the inbox-setup skill to have been run first.
When the user wants to improve their ability to prioritize high-value activities and prospects in sales. Also use when the user mentions "managing time," "prioritizing prospects," "focus on selling," "too many tasks," "sales productivity," or "making time for selling."
Comprehensive drug-target intelligence—tissue expression (GTEx, HPA), pathways, protein interactions (STRING), variant landscape (ClinVar, gnomAD), and druggability (DGIdb, ChEMBL approved drugs). Includes 9 parallel research paths with citations. Use for full target profile reports, target characterization for drug discovery, and “tell me about target X” queries.
Export, write, and manage Feishu/Lark cloud documents. Supports docx, sheets, bitable, wiki, WeChat article import/export, drive management, and browser-based export for public or browser-readable docs. Use this skill when you need to read, analyze, write, or manage content in a Feishu knowledge base
Use this skill when the user wants to organize, classify, or maintain a PARA-method second brain. Triggers include asking where to file something, distinguishing projects from areas, processing an inbox, setting up a new project, completing or archiving a project, running a monthly review, validating system structure, or finding stale/orphaned content.
Gather and correlate open source intelligence from public sources for authorized investigations, threat intelligence, and attack surface assessment. Use when the user mentions “OSINT,” “open source intelligence,” “digital footprint,” “public records,” “threat intelligence,” “investigate a domain,” or needs to research a target using publicly available data.
Plan and execute Google Workspace operations across Docs, Sheets, Slides, Drive, Gmail, Calendar, Forms, Chat, and Admin SDK by choosing the right surface first: Apps Script, direct REST API, or admin-only APIs. Use when users need to automate a Workspace workflow, edit or create Workspace files, send Gmail, schedule calendar events, process Forms/Sheets pipelines, manage Drive sharing, or handle Workspace admin tasks—even if they only mention a spreadsheet, document, shared drive, inbox workflow, approval flow, or domain user change. Triggers on: Google Doc, Google Sheet, spreadsheet, Slides, Drive folder, Gmail, calendar event, Forms, Apps Script, Admin SDK, shared drive, Google Chat, workspace automation, domain user, send email, approval flow.
Extract content from news sites. Supports 12 platforms: WeChat Official Accounts, Toutiao, NetEase News, Sohu News, Tencent News, BBC News, CNN News, Twitter/X, Lenny's Newsletter, Naver Blog, Detik News, and Quora. Activate when the user needs to extract news content, scrape official account articles, crawl news, or obtain news in JSON/Markdown.
Create a bounded, extractive, structurally idempotent rollup of recent Obsidian wiki log entries, with dry-run preview by default and one optional transaction apply. Use for manual log compression without modifying child pages. Triggers: fold the log, run a fold, run wiki-fold, log rollup, roll up log entries, commit the fold.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.