Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Guide writing clear, enforceable Architectural Decision Records (ADRs) that work with AI-powered review systems and human teams alike. Use this skill whenever a user wants to create, improve, review, or learn about ADRs — including when they mention "architecture decision", "ADR", "document a decision", "tech decision record", or want to make an existing ADR more specific and enforceable. Also use when reviewing PRs that reference ADR compliance or when someone asks how to write decisions that automated tools can check.
Implement text summarization using extractive and abstractive approaches. Use this skill when the user needs to condense long documents, build an automatic summarization pipeline, or compare summarization strategies — even if they say 'summarize this document', 'TLDR', or 'key points extraction'.
Apache POI for Excel file manipulation in Java applications. USE WHEN: user mentions "Apache POI", "Excel generation", asks about "Java Excel", "XLSX export", "Excel import", "POI workbook", "spreadsheet generation" DO NOT USE FOR: CSV files - use OpenCSV or standard Java CSV libraries
Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, PlantUML, footnotes, alerts, infographics, and optional bottom citations for external links. Use when user asks for "markdown to html", "convert md to html", "md转html", "微信外链转底部引用", or needs styled HTML output from markdown.
BettaFish (微舆) multi-agent public opinion analysis system — based on a three-engine parallel architecture with QueryAgent, MediaAgent, and InsightAgent, using ForumEngine to enable collaborative discussion among Agents, and generating dual-format reports: Word/PDF plus high-design-quality HTML. Trigger this skill when the user needs the following analyses: - Analyze the social media reputation and word-of-mouth of a brand/company/product - Track trending public opinion events (such as a car company being criticized or a celebrity controversy) - Mine the content and influence data of specific social media accounts - Monitor competitor public opinion dynamics and compare multiple brands - Analyze public sentiment and attitudes toward a topic - Generate public opinion monitoring reports or crisis warning analyses - Need formal reports in Word document/PDF format - Need high-design-quality interactive HTML visualization reports - Need in-depth public opinion analysis based on real data This skill uses the QueryAgent + MediaAgent + InsightAgent parallel architecture, enables discussion and collaboration among Agents via ForumEngine, runs 3 rounds of reflection loops to optimize analysis results, and finally outputs: 1. **Word/PDF documents** — generated with the docx/pdf subskill, suitable for formal reporting, printing, and archiving 2. **High-design-quality HTML reports** — using the frontend-design subskill, with a distinctive editorial magazine style and interactive visualizations **No databases or mock data are used**; all data is fetched in real time via WebSearch/WebFetch/Browser/Curl. Even for complex multi-step analysis needs, integration of multiple data sources, or generating professionally formatted public opinion reports, be sure to use this skill.
Draft board or committee meeting minutes in your house format. Auto-detect upcoming board and committee meetings from your calendar, ask for the agenda and any decks or pre-reads, and generate a complete formatted draft learned from your seed minutes. Also handles written consents in lieu of a meeting. Triggers: "board minutes", "draft minutes", "upcoming board meeting", "committee minutes", "written consent", or a calendar-detected upcoming board or committee event.
Draft infringement cease-and-desist letters (send mode) or triage letters received (receive mode). Use when asserting rights against an infringer and sending a calibrated letter per your enforcement posture, or when triaging a received letter into a structured options memo with a recommendation.
Guides commercial contract review and negotiation support for B2B agreements—MSAs, SaaS/order forms, vendor and customer contracts, DPAs, SLAs, limitation of liability, indemnity, IP, payment terms, and redline/issue logs with business impact notes. Use when reviewing or negotiating commercial terms, comparing vendor or customer paper, drafting negotiation positions, or triaging contract risk before sign-off—not for SOC/ISO GRC programs or vendor questionnaire ops (compliance-specialist), technical audit evidence (compliance-engineer), revenue recognition under ASC 606 (senior-revenue-accountant), or product requirements (business-analyst), strategy (business-consultant). Corporate/board: corporate-counsel. AI architecture for contract review: applied-ai-architect-commercial-enterprise. M&A economics mandate: transaction-principal. Drafting assistance only; human counsel must approve.
Use this skill when the user asks to "convert this page to markdown", "extract this webpage", "save this article", "grab content from URL", "get markdown from this link", "scrape this page", provides a URL to extract, or wants clean web content without ads and clutter
Build professional financial services data packs from various sources, including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs
Guides deal operations administration—quote-to-cash coordination, deal desk intake and routing, CRM opportunity hygiene, order form and SOW assembly, approval workflows, signature tracking, and handoffs to legal, finance, and provisioning after customer signature. Use when processing a sales deal, preparing order paperwork, running deal desk checklist, fixing CRM stage/fields, coordinating signatures, or closing the loop post-signature—not for contract legal redlines (commercial-counsel), board or equity approvals (corporate-counsel), ASC 606 accounting (senior-revenue-accountant), support tickets after go-live (customer-ops-specialist), or M&A/financing closing (transaction-manager).
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.
Advanced python-docx patterns for handling nested tables, complex cell structures, and content extraction beyond basic .text property. Complements the official docx skill with specialized techniques for forms, checklists, and complex layouts.
Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.
General-purpose technical design document synthesis skill: scans documents and diagrams in the current working directory (Markdown, PlantUML/Mermaid, drawio, images, etc.), distills system goals, module boundaries, core flows, sequences, and states, and outputs a structured technical design document. Use when the user mentions "technical design document", "solution review", "summarize a design from existing documents", "aggregate documents and diagrams in a directory", or "complete sequence/state diagrams".
Use a Gemini multi-agent architecture to fact-check Markdown documents sentence by sentence. Phase 1 uses gemini-2.0-flash to split sentences, classify them (factual/subjective) and extract claims; Phase 2 uses gemini-2.5-flash + Google Search to check every data point sentence by sentence. Triggered when the user asks to verify the accuracy of data in an article, validate factual claims in a document, or check whether numbers, dates or policy citations in a report are correct.
Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capital markets activity across a user's watched sectors or companies. Use this skill when the user asks for a deal flow summary, weekly recap, funding digest, transaction roundup, or capital markets briefing. Triggers on: 'deal flow digest', 'weekly funding recap', 'deal roundup', 'transaction summary this week', 'what happened in [sector] this week', 'capital markets update', or any request to compile recent funding activity into a briefing slide. Produces a professional single-slide PPTX with key takeaways, valuation data, and Capital IQ deal links.
Build HTML slide decks from materials (notes, articles, research documents, meeting minutes, URLs, verbal requests), verify diagrams, SVG and draw.io diagrams by measurement on a fixed 1600x900 canvas, and polish readability through a rejection loop with an evaluation sub-agent. Whenever someone says "make slides", "presentation material", "conference material", "proposal deck", "deck", "slides", "presentation", "turn this material into slides", or "summarize for a talk", use this skill first even if no format is specified. Also use it to improve slide quality issues such as text that is too small, too crowded, overflowing or hard to read, and to rework existing HTML decks. This skill also provides a "review mode" where the user points at elements on the generated deck and requests changes. Use it as well when asked to "let me review", "there are things I want to fix", "open the deck", "read the feedback", "fix the feedback I sent", or "fix this", if a deck already exists. Route to the pptx skill only when an editable .pptx file itself is the delivery requirement.
Unified IMA OpenAPI skill supporting note management and knowledge base operations. Use this skill when the user mentions a knowledge base, data repository, notes, memos or note-taking, or wants to upload files, add web pages to a knowledge base, search knowledge base content, or search/browse/create/edit notes. Even if the user does not explicitly say "knowledge base" or "notes", trigger this skill whenever the intent involves uploading files to a knowledge base, bookmarking web pages, knowledge search or personal document access (such as "make a note of this for me" or "search the knowledge base for XX").
Add data to an ongoing investigation — documents, interview transcripts or observations. Batch-process against documented screening criteria, surface material items, and log everything reviewed for coverage verification. Use when new evidence, interview transcripts or documentary material arrive in an ongoing investigation.
Feishu document toolkit: upload markdown as styled docs, optimize existing pages, fetch as markdown, analyze structure, apply keyword highlights, verify quality. Use when user wants to: upload md to feishu, optimize feishu doc, fetch feishu page, analyze document, highlight keywords, verify feishu doc. Triggers on: lark-hirono, feishu upload, feishu optimize, feishu fetch, feishu analyze, feishu highlight, feishu verify.
Literature review writing tool for top-tier journal papers. Based on the research topic or research question provided by the user, it automatically retrieves real academic literature, verifies its authenticity, and writes the literature review section following the writing standards of top journals (such as AMJ, ASQ, SMJ, MISQ, OS, JCR, JMR, etc.). It uses a funnel structure, emphasizing the connections between studies, evolution trends, and research gaps. Triggered when the user mentions needing to write a literature review, provides a research topic or research direction, or asks for a review written in top-journal style. Note: this skill is for writing literature reviews, unlike paper-analyzer (which is for breaking down existing papers).
Image OCR, text recognition, extract text from image, scan document, read image text, invoice OCR, receipt OCR, contract recognition, table extraction, business card OCR, ID recognition, screenshot text extraction, document digitization. Runs locally on Windows using the GLM-OCR model, supports mixed Chinese/English text, prioritizes Intel iGPU inference, no cloud API calls.
Write multi-chapter books (technical, tutorial, monograph, etc.) end-to-end. Handles outline planning, per-chapter drafting that stays coherent across long manuscripts, chapter review, and final HTML/PDF build. Trigger when user mentions "写书", "写一本书", "出书", "技术书", "book writing", "逐章写作", "O'Reilly", "mdbook", or wants to author a multi-chapter book.
Use this skill for "format manuscript", "prepare for submission", "journal formatting", "Word", "DOCX", "reference DOCX", "LaTeX template", "submission checklist", "format references", "BibTeX", "author guidelines", "page limits", "format for Nature", "format for IEEE", or when the user wants to format a manuscript for journal submission.
MiniMax spreadsheet production system. Engage for any task that involves tabular data, numeric analysis, or spreadsheet generation. Supports XLSX/XLSM/CSV through Python 3 (openpyxl + pandas) for workbook construction, formula recalculation via recalc.py (LibreOffice headless), and the MiniMaxXlsx CLI (C#/.NET) for structural validation, formula auditing, and pivot table synthesis.
Use Playwright browser automation to quickly create and refine Notion documents. Trigger scenarios: the user mentions "Notion", "refine document", "create page", "fill content", "notion document". Applies to: creating new pages, editing titles, pasting Markdown content, formatting documents.
OpenDocument Text (.odt) creation, editing, and analysis. Supports tracked changes, styles, annotations, and language/locale handling. Use for: creating new ODT documents, editing existing ODT content, working with tracked changes (redlining), adding comments/annotations, or extracting/analyzing ODT content.
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
Review business contracts for risk identification including liability clauses, IP ownership, termination terms, and payment conditions. Use this skill when the user needs a practical contract risk assessment for vendor agreements, partnership contracts, or service agreements — even if they say 'review this contract', 'what should I watch out for', 'is this agreement fair', or 'negotiate better terms'.
Comprehensive peer review of academic papers for top-tier computer science conferences and journals. Supports PDF and LaTeX inputs, provides detailed reviews with scores, and generates improvement plans. Use when the user asks to review, evaluate, or provide feedback on academic papers.
Use when PDF files are the primary input or output: read, compare, reconcile, extract text/tables/images, OCR scans, fill forms, split, merge, rotate, rename, compress, or convert between PDF and images. Optimized for private financial, tax, legal, and health documents on macOS.
Diff a specific regulatory change against the indexed policy library. Use when a regulation changes and you need to know which policies it touches and what the gaps are; when the user says "diff this reg against our policies", "which policies does this affect", "gap analysis"; or when reg-feed-watcher passes along a material item.
Draft an AI usage policy based on regulatory registries and where the company's existing practices sit. Use when a team has never had an AI usage policy, needs a fast first draft for legal review, or an existing policy needs a full rewrite against new regulations.
Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides modern web-based poster design with responsive layouts and easy visual integration.
Build a Quarterly Business Review (QBR) deck structure and narrative for a customer account. Use when asked to prepare a QBR, business review meeting, executive review, or quarterly check-in with a customer. Produces a slide-by-slide QBR structure with talking points, metrics review, value narrative, and mutual next steps.
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
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.