Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Plan Japanese study, create printable learning materials, explain familiar expressions, and review exercises while maintaining a private learning history across sessions. Use for ongoing Japanese learning and study records, not unrelated document work.
Automatically generates meeting minutes in French from a Teams transcript (.vtt) and optionally an attendance report (.csv). Then optionally offers to create GitLab/GitHub follow-up issues from the minutes. Agnostic by default, with an auto-detected enriched mode for the hexagone-monorepo project. Use when the user provides one or two Teams file paths in the prompt and asks to generate minutes.
Programmatic access to Google NotebookLM via the notebooklm-py CLI and Python API. Use this skill whenever the user wants to create notebooks, add sources (URLs, YouTube, PDFs, files), generate audio overviews/podcasts, videos, slide decks, quizzes, flashcards, infographics, reports, mind maps, or data tables from their research materials. Also use when the user mentions NotebookLM, wants to turn documents into podcasts, generate study materials, or automate any NotebookLM workflow — even if they don't explicitly say "NotebookLM". Triggers on: podcast from documents, audio overview, NotebookLM, notebook research, generate quiz from PDF, flashcards from notes, study materials, deep dive audio.
Write clear, plain-English patient communications for any healthcare context. Use when asked to write a patient letter, patient information leaflet, appointment letter, test-results letter, discharge summary for patients, or health education content. Produces an accessible patient communication at an appropriate reading level with clear next steps.
Create, inspect, edit, and validate professional PowerPoint presentations (.pptx), including uploaded source decks and templates, with design-system extraction, OOXML-preserving edits, structural linting, and rendered visual QA.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Generate HTML slide presentations (1 slide = 1 HTML file, 1280x720px) using Tailwind CSS, Font Awesome, and Google Fonts. Use when the user asks to create a new presentation deck or slide HTML files. Covers design guidelines, 43 layout patterns, component library, and PPTX conversion compatibility rules. Supports style selection (creative, elegant, modern, professional, minimalist) and theme selection (marketing, portfolio, business, technology, education).
Implements the Syncfusion Angular PDF Viewer (PdfViewerComponent) for embedding, configuring, and loading PDF documents. Use this when rendering PDFs in an Angular application, embedding viewer controls, or generating TS/CSS code for PDF display and interaction.
Plan, run and report systematic reviews and meta-analyses to PRISMA 2020 standards. Use when writing a review protocol (PROSPERO/OSF), building reproducible database search strings (PubMed, Embase, Scopus, Web of Science), deduplicating exports, organizing title/abstract and full-text screening, assessing risk of bias, drawing the PRISMA flow diagram, or completing the PRISMA 2020 checklist. Includes a dedup tool and a checked PRISMA diagram generator.
Writing developer-facing prose that can be skimmed first and trusted enough to finish — READMEs, guides, tutorials, reference docs, proposals, PR descriptions, release notes. Load before drafting, rewriting, restructuring, or editing technical documents, when a doc reads as a wall of text, claims need receipts, or docs must serve AI agents. Covers reader-first structure, falsifiable claims, docs-as-behavior verification, and agent-readable reference shape. For sentence-level voice or generic AI-shaped prose use clarity; for plain English, lay readers, translation, or ASD-STE100 use simple-english; for recording a learning use expectations; for diagrams use diagrams; for API semantics use api-design; for CLI help use cli-design.
Coordinate documentation updates alongside code changes. Use when preparing the `.docs/` checkout, creating a matching docs branch, opening a `tenzir/content` documentation pull request, or cross-linking docs and code PRs. Also use when the user mentions "update the docs", "docs PR", ".docs/", or when a code change affects user-facing behavior that should be reflected in the documentation on tenzir.com.
Use when OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (`qwen-vl-ocr`, `qwen-vl-ocr-latest`, and snapshots), including document parsing, table parsing, multilingual OCR, formula recognition, and key information extraction.
Generates professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings — biomarker-stratified patient cohort analyses with outcomes and evidence-based treatment recommendation reports with decision algorithms, supporting GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance, output as publication-ready LaTeX/PDF. Use when building a CDS document, cohort analysis, or treatment recommendation report for drug development, clinical research, or evidence synthesis, or when GRADE grading, hazard ratios, survival/waterfall plots, or biomarker stratification are requested. Part of the AlterLab Academic Skills suite.
Runs Denario (AstroPilot-AI), a multiagent AI system for scientific research assistance that automates end-to-end research workflows from a described dataset through idea, methodology, computational results, and a publication-ready LaTeX paper. Built on AG2 + LangGraph with a cmbagent analysis backend. Use when driving the Denario pipeline (Denario.get_idea/get_method/get_results/get_paper), generating research ideas from a dataset description, auto-developing methodology, executing analysis agents, or emitting a journal-formatted (APS/AAS/JHEP/ICML/NeurIPS/PASJ) LaTeX manuscript. Part of the AlterLab Academic Skills suite.
Prepares ISO 13485 certification documentation for medical device Quality Management Systems (QMS) — gap analysis of existing documentation, Quality Manuals, required procedures and work instructions, and Medical Device Files. Use for ISO 13485 QMS documentation, conducting a documentation gap analysis, drafting a Quality Manual or SOP/work instruction, assembling a Medical Device File, identifying missing documentation for medical device certification, or when medical device regulations, QMS certification, FDA QMSR, or EU MDR are mentioned. Part of the AlterLab Academic Skills suite.
Writes Markdown documents and text-based Mermaid diagrams (flowcharts, sequence, class, ER, gantt, state, and more) with full style guides, 24 diagram-type references, and 9 document templates. Use when a diagram or technical document should live as version-controllable Markdown/Mermaid text rather than a rendered image — READMEs, methods and pipeline diagrams, analysis or status reports, ADRs, and project docs that render natively on GitHub and GitLab. For AI-rendered publication schematics use alterlab-scientific-schematics; for manuscript prose use alterlab-scientific-writing; for plots of numeric data use alterlab-matplotlib. Part of the AlterLab Academic Skills suite.
Orchestrates the full academic research pipeline (research, write, integrity check, review, revise, re-review, re-revise, final integrity check, finalize), coordinating alterlab-deep-research, alterlab-paper-writer, and alterlab-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Use when the request mentions academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, or complete paper workflow. Part of the AlterLab Academic Skills suite.
Generates concise (3-4 page), focused medical treatment plans in LaTeX/PDF format across all clinical specialties — general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management — using SMART goal frameworks, evidence-based interventions with minimal citations, HIPAA compliance, and professional formatting. Use when drafting a brief, actionable patient treatment or care plan with measurable SMART goals and structured follow-up for any specialty. Part of the AlterLab Academic Skills suite.
Read, explain, create, and edit BPMN 2.0 business-process diagrams (.bpmn XML). Use this whenever the user opens, reviews, summarizes, models, or modifies a process/workflow as BPMN - including swimlanes, pools, lanes, gateways, tasks, events, sequence flows, or boundary events. Trigger even when the user does not say "BPMN" explicitly but works with a .bpmn file, a process model/diagram, a workflow description they want turned into a diagram, or Camunda/Zeebe/Flowable/ bpmn.io models. Produces valid BPMN 2.0 XML with a clean, auto-generated layout.
Author Figma Slides presentations — list/create/duplicate/reorder/delete slides, read the slide grid, add text and shapes to a slide, set slide background color, set or read slide transitions (dissolve, slide-from, push-from, smart-animate), focus a slide, and toggle skip. Use when the user wants to build or edit a Figma Slides deck. Triggers: 'create a slide', 'add a slide to the deck', 'reorder slides', 'set the slide background', 'add a transition between slides', 'add text/shape to slide 3', 'read what's on this slide', 'skip this slide in the presentation'. Figma Slides files only (figma.editorType === 'slides'). Requires the Figma Desktop app (Plugin API).
For CRD proposers working across projects: draft or revise requests, consolidate recipient replies, and continue the Q&A. Use crd-respond for recipient evaluation and responses. Not for Kubernetes CRDs, code review, or direct implementation. Maintain the CRD and correspondence records.
Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture Decision Records (ADRs), and diagrams (Mermaid/PlantUML). Use when documenting APIs, libraries, systems architecture, or building developer-facing documentation sites.
Use when the user wants to convert HTML slides to .pptx—for example, “HTML to PPT,” “web slides to pptx,” “convert this deck to ppt,” “make a ppt copy for a colleague,” or “it’s inconvenient to present in a browser”—or provides a .html path and mentions ppt / pptx / presentations / slides. Keep vector text editable, embed fonts as needed, and automatically fall back to screenshots for complex decorations; do not depend on specific frameworks such as reveal.js or a custom-built deck.
Use when the user wants to set up or troubleshoot a LaTeX environment, choose between biber and bibtex, install packages for a specific venue template, or configure compilation. Triggers on phrases like \"setup latex\", \"biber vs bibtex\", \"latex compilation error\", \"install latex packages\", \"venue template\", or \"texlive setup\".
Microsoft Excel API integration with managed OAuth. Read and write Excel workbooks, worksheets, ranges, tables, and charts stored in OneDrive. Use this skill when users want to read or modify Excel spreadsheets, manage worksheet data, work with tables, or access cell values. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).
This skill should be used when the user asks to "generate documentation", "document this project", "create docs", "write documentation", "update documentation", "document all APIs", "generate onboarding docs", "create developer docs", or needs comprehensive codebase documentation. Orchestrates parallel AI agents to analyze code and produce documentation files.
Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a plotting plan, literature search plan (Intro + Related Work), and section-level writing plan with citation hints. TRIGGER when the orchestrator delegates Step 1 or when the user asks to "outline a paper from raw materials" or "generate the paper structure".
Use when the user wants product requirements rather than code: “write a PRD”, “product requirements”, “spec this feature for the team”, “ooo pm”. Runs a PM-focused interview with automatic question classification and produces a PRD/PM document. Not for implementation requests
Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology, Experiments, Conclusion), extracts numeric values from experimental_log.md into LaTeX booktabs tables, splices the generated figures from Step 2, and merges everything into the template that already contains Intro + Related Work from Step 3. TRIGGER when the orchestrator delegates Step 4 or when the user asks to "write the methodology and experiments sections" or "fill in the rest of the paper".
Use this skill when working with Slidev presentations. Helps with slide syntax, frontmatter configuration, layouts, animations, code highlighting, diagrams, themes, and exporting. Prevents common mistakes like incorrect asset paths, deprecated features, and non-existent layouts.
Word / PDF / PPT document parsing and data analysis engine. Covers full extraction of all three file formats, table digitization, chart understanding, and cross-document aggregated analysis. **Actively use this skill whenever any of the following applies**: (1) the user uploads or specifies a .docx / .doc / .pdf / .pptx / .ppt file and asks to analyze, extract, or count its contents; (2) the user uses trigger words: Word analysis / PDF parsing / PPT extraction / document analysis / report parsing / slide analysis / invoice extraction / contract analysis / document statistics / typos / grammatical errors / font size checks / resume analysis / multi-document comparison; (3) the task involves extracting structured information such as tables, values, charts, formatting (color/highlight/font size), org charts, and timelines from documents. Not for: Excel/CSV data analysis (use sn-da-excel-workflow) or pure image analysis (use sn-da-image-caption).
Craft elegant technical specifications with ASCII artistry, flow diagrams, and the Grove voice. The swan glides with purpose—vision first, then form, then perfection. Use when creating specs, reviewing documents, or transforming technical plans into storybook entries.
Generate or modify Microsoft Visio .vsdx diagrams using local Visio COM automation. Use when the user asks Codex to create Visio files, draw flowcharts, architecture diagrams, sequence diagrams, swimlane-style layouts, network topology diagrams, process maps, or to automate shapes/connectors/text in Microsoft Visio on Windows.
A structured workflow for writing technical articles for WeChat Official Accounts. Use when the user wants to write an article for the account, needs to create an article directory, organize material, or iterate on drafts. The naming conventions and directory structure in blogs/wechat/README.md are mandatory.
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for writing help, mention "camera-ready", "rebuttal", "paper revision", or reference any academic venue or conference. This skill handles both full paper refinement and section-by-section editing.
Verifies that every bibliography entry actually exists by cross-checking Crossref, OpenAlex, Semantic Scholar, and arXiv (no API key required) plus doi.org DOI registration, fuzzy-matching title and authors (difflib ratio >= 0.70), flagging retractions recorded by Crossref (including Retraction Watch data) or OpenAlex, and emitting per-entry JSON verdicts in the AlterLab citation-hallucination taxonomy (TF/PAC/IH/PH/SH); a companion script scores whether a cited abstract supports a claim (SH). Accepts BibTeX, DOI/arXiv lists, or pasted references, and reports unverified instead of passing anything it could not check. Use when the request mentions verify citations, check references, fabricated or hallucinated references, fake DOI, retraction check, bibliography audit, reference existence check, or whether a source supports a claim. For drafting a manuscript prefer alterlab-paper-writer; for dead hyperlinks prefer alterlab-link-health. Part of the AlterLab Academic Skills suite.
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.