Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Medical/scientific paper writing workflow skill. Manages the full pipeline from literature search to submission-ready manuscript. Creates and manages a project directory with IMRAD-format section files, literature matrix, reference management, and quality checklists. Supports both English and Japanese papers. Triggers: 'write paper', 'paper-write', 'start manuscript', '論文を書く', '論文執筆', '論文プロジェクト', 'manuscript', 'research paper', '原稿作成'.
Read and extract content from PDF files — text, tables, metadata, and images. Use when asked to read a PDF, extract text from a PDF, summarize a PDF, analyze a PDF document, get tables from a PDF, or check PDF metadata. Also triggers on "open this PDF", "what does this PDF say", "parse PDF", "PDF to text", or when a .pdf file path or URL is provided.
This skill should be used when bootstrapping, auditing, or reviewing the community-health and repository-cornerstone files in a code repository: README, LICENSE, CONTRIBUTING, CODE_OF_CONDUCT, SECURITY, SUPPORT, issue / PR templates, CODEOWNERS, FUNDING, CITATION, and REUSE / SPDX metadata. PROACTIVELY activate on "set up new repo docs", "community health files", "what should my README contain", "do I need a code of conduct", "audit repo bootstrap docs", "repository documentation cornerstones", "pick a license", "CONTRIBUTING.md", "SECURITY.md", "vulnerability reporting", "SUPPORT.md", "CODEOWNERS", "issue templates", "PR templates", "CITATION.cff", "REUSE", "SPDX headers", "Standard Readme", "Contributor Covenant". Provides: four-question diagnostic per cornerstone, Standard Readme structure, license routing (no picking), CONTRIBUTING / CODE_OF_CONDUCT / SECURITY / SUPPORT canons, template files, and REUSE 3.3 / SPDX routing.
Script-writer that drafts presentations, essays, emails, and slides using only the cognitive and persuasive heuristics from Patrick Winston's "How to Speak" lecture, rejecting conventional writing advice in favor of Winston's evidence-based rules.
Write clear technical documentation following Tenzir's style conventions. Use when writing or editing docs, README files, API documentation, user guides, changelog descriptions, or error messages. Also use when the user asks about writing style, tone, formatting, capitalization rules, inclusive language, or how to structure technical content — even if they don't mention "documentation" explicitly.
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
Convert a local Markdown file to a sibling PDF via the official `@transloadit/node` CLI. Use when the user wants a `.md` file rendered as a `.pdf`, especially from an agent session or local repo. The CLI resolves auth from the shell environment, the current working directory `.env`, then `~/.transloadit/credentials`.
Writes comprehensive clinical reports — case reports (CARE guidelines), diagnostic reports (radiology, pathology, lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP notes, H&P, discharge summaries) — with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools. Use when drafting a case report for journal publication, a radiology/pathology/lab diagnostic report, an ICH-E3 clinical study report (CSR) or SAE narrative, or SOAP/H&P/discharge patient records needing regulatory-compliant formatting. Part of the AlterLab Academic Skills suite.
Creates professional research posters in LaTeX using beamerposter, tikzposter, or baposter — handles layout design, color schemes, multi-column formats, figure integration, and poster-specific visual-communication best practices. Use when building a conference or academic poster in LaTeX (the default for a research poster when no format is named). For PowerPoint/PPTX or HTML poster output prefer alterlab-pptx-posters; to auto-generate a poster, website, or video straight from a finished paper use alterlab-paper-2-web. Part of the AlterLab Academic Skills suite.
Evaluates scholarly work with a ScholarEval-inspired eight-dimension rubric, producing structured assessment across research-quality dimensions (problem formulation, literature, methodology, data, analysis, results, writing, and citations) with quantitative 1-5 rubric scores, weighted aggregates, and actionable feedback. Use when scoring or grading a paper, thesis, or research output against rubric-style criteria, or benchmarking publication readiness across revisions. For checklist-based narrative reviewer reports prefer alterlab-peer-review; for evidence/claim quality and argument soundness use alterlab-scientific-thinking. Part of the AlterLab Academic Skills suite.
Write, review, score, improve, or iterate on Statements of Purpose and PhD application essays for research programs. Use this skill whenever the user is applying to PhD programs, research internships, fellowships, or graduate programs and asks for SOP strategy, essay structure, research fit, faculty alignment, motivation framing, draft critique, or revision help. Every review and plan checks the statement against the programme's declared theme, specialisation, or track before faculty fit, searching the web for the live official programme page when the target is not already known. This skill is especially relevant for research-focused applications where the essay must connect prior work, future research direction, and program fit.
Creates selected backend Markdown documentation from code evidence, including architecture/design docs, bounded context maps, developer onboarding, API contracts, and gap analysis for code smells, project-rule violations, DDD issues, coupling, and improvement opportunities. Use when the user asks to document a backend, map backend architecture or domains, onboard backend developers, audit backend documentation gaps, or produce objective backend docs. Do NOT use for frontend docs, generic README writing, or implementing backend changes.
Quality check investment banking pitch decks for A-share M&A and capital raising transactions. Adapts the original ib-check-deck skill for Chinese market standards, CAS financials, and domestic IB conventions. Triggers on "投行deck检查", "IB deck QC", "check pitch deck China", "deck quality check", "材料质量检查", or "review deck [company/transaction]".
Create PowerPoint templates for A-share investment presentations. Adapts the original ppt-template-creator skill for Chinese business presentation standards and firm branding. Triggers on "A股PPT模板", "投资PPT模板", "create ppt template China", "presentation template", "制作PPT模板", or "build template for [purpose]".
Generic PowerPoint authoring skill for A-share investment analysis and pitch decks. Creates professional 路演PPT / 投资分析PPT for any A-share company using live data from iFind MCP (Tier-1) and AkShare MCP (Tier-2 fallback) tools. All company-specific values are parameterized — never hardcoded. Triggers on "A股PPT制作", "投资PPT", "制作PPT", "路演PPT", "pitch deck", "PowerPoint [company/ticker]", or any request to create slides for a Chinese stock. When invoked, use the `generate_a_share_ppt` script with --company and --ticker args.
Create one-page company profile slides (strip profiles) for A-share targets in pitch books and deal materials. Adapted from the original strip-profile skill for Chinese companies, A-share market data, and Chinese business terminology. Triggers on "A股公司简介", "公司概况", "strip profile China", "one-pager A-share", or "target profile for [company]".
Search and read DingTalk knowledge bases. Use it to quickly look up information in DingTalk knowledge repositories, understand project background, sort out team/department information, answer policy questions, prepare onboarding materials for new hires, read document bodies, export Markdown, and download files, with support for images and diagrams.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or document analysis. Includes domain-specific stopwords for AI/ML and life sciences. Optional deeper extraction mode (n=2+n=3 combined) for comprehensive coverage.
Generate complete Markdown documentation for a Figma component — anatomy/layer tree, design tokens (colors, spacing, typography), states/variants matrix, accessibility notes, content guidelines, and optional code-parity + YAML frontmatter. Use when the user wants a docs page or handoff spec for a component or component set. Triggers: 'document this component', 'generate component docs/spec', 'create a docs page for the Button', 'write up the anatomy and variants', 'component handoff doc from Figma', 'turn this component into Markdown docs'. Reads the node tree, bound variables/tokens, and designer annotations, then the agent assembles Markdown. Requires the Figma Desktop app (Plugin API).
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
Migrates deprecated Letta Filesystem folders/files to MemFS using markdown document corpora, chunking, local lexical search, and QMD semantic search via the memfs-search skill. Use when replacing folders.files.upload, working with PDFs or document QA, or emulating open_file, grep_file, and search_file behavior.
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. For systems venues (OSDI, NSDI, ASPLOS, SOSP), use systems-paper-writing instead.
Write like a human, not a language model. Avoid AI-tell vocabulary, formulaic structures, and hollow emphasis. Apply to ALL written output including prose, documentation, comments, and communication. Use when drafting prose, documentation, comments, or any written output that should sound human.
Use when searching, extracting, ingesting, or querying a document collection with the NeMo Retriever 26.8.1 CLI, including local LanceDB indexes and deployed Retriever services. Use for PDFs, images, Office files, HTML, text, audio, and video; not for editing documents or web search.
Generate ProcessOn-compatible editable diagrams and optionally render images through the ProcessOn API. Use when the user explicitly requests ProcessOn, hosted editable diagram output, or API-rendered flowcharts, swimlanes, sequences, architectures, ER diagrams, org charts, timelines, or infographics. Requires PROCESSON_API_KEY for remote generation. Prefer Mermaid for ordinary Markdown-native diagrams and PlantUML for strict UML/C4 source.
Integration with protocols.io API for managing scientific protocols. Use this skill when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Explains how to use skeeper to keep spec artifacts (SPEC.md, ADRs, RFCs, plan/PRD/TechSpec markdown, custom globs) next to the code they describe without polluting main-repo history. Covers strict hooks, the tracked skeeper.lock file, namespaces, Git-like status/pull/push/sync/restore workflows, track/untrack, repair, SKEEPER_SKIP, and the GitHub Action. Use when setting up skeeper, configuring a sidecar, syncing or checking a lockfile, recovering drift or failed syncs, auditing bypasses, or wiring CI. Do not use for general Git hook questions, repos with no .skeeper.yml and no intent to add one, or editing skeeper internals.
Check and consistently apply the Vietnamese style guide for forms of address, terminology, capitalization, numbers, dates and times, units, headings, bullets, and code. Use when standardizing one or more documents; do not use it to replace grammar review, impose default rules on a custom style guide, or change product names and verbatim quoted content.
Generate institutional-grade investment suitability reports, including investment rationale, risk disclosures, and client suitability assessments. Use this skill when the user asks to document investment decisions, create compliance reports, generate risk disclosure documents, prepare client-facing investment rationale statements, write suitability assessment reports, or produce fiduciary documentation for investment recommendations or portfolios.
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.
Convert Markdown articles into polished HTML for publishing on WeChat Official Accounts. Apply professional CSS styling, syntax highlighting, and improved formatting. Use when the user asks to polish an article, convert it to HTML, optimize the WeChat Official Account format, or generate WeChat Official Account HTML.
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
Builds slide decks for research talks as AI-generated slide images (Nano Banana Pro via OpenRouter), PowerPoint, or LaTeX Beamer, providing slide structure, design templates, timing guidance, and visual validation. Use when making conference presentations, seminar talks, research presentations, thesis-defense slides, or any scientific talk deck. For a research poster use alterlab-latex-posters or alterlab-pptx-posters; to auto-generate a narrated video from a paper use alterlab-paper-2-web. Part of the AlterLab Academic Skills suite.
Create, edit, repair, and validate Arabic or Arabic-English content with logical-order Unicode, native RTL semantics, mixed-language handling, Arabic-capable typography, and format-specific QA. Use for Word, PowerPoint, PDF, web, spreadsheet, image, and reusable Arabic-copy tasks; pair it with the skill for the requested output format.
Skill for creating the same Chinese-style technical résumé: based on the ASu single-column, high-density technical résumé template, it generates or reproduces an editable HTML/PDF from real experience; use only when the user enters "/asu-resume", "我要阿酥同款简历", or explicitly asks for the ASu style, a reproduction of a reference résumé, or this template as HTML/PDF. When the request is only to package experience, rewrite projects, or write an HR self-introduction, use /asu.
Transforms technical work into persuasive business-language documents for non-technical stakeholders, including internal announcements, approval proposals, incident explainers, technical-debt cases, product explainers, and investor or partner memos. Use when the user asks to present technical work to the company, explain software to business teams, write a business case, make an approval document, or convert a technical artifact into stakeholder communication in the requested language. Do not use for READMEs, specs, ADRs, external marketing pages, or customer-facing sales copy.
Structure and draft Confidential Information Memorandums (CIMs) for A-share sell-side M&A processes. Organizes company information into professional, investor-ready documents with Chinese market context. Triggers on "A股CIM", "保密信息备忘录", "CIM China", "confidential memorandum A-share", or "offering memorandum [company]".
Refresh and update existing A-share investment presentation decks with latest data. Adapts the original deck-refresh skill for Chinese presentations, A-share data updates, and domestic market conventions. Triggers on "更新PPT", "刷新演示", "refresh deck China", "update presentation", "更新演示文稿", or "refresh slides [company]".
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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.