Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Scores a draft against the measurable patterns of recent award-winning and top-cited papers at a target venue, producing a shareable venue-fit scorecard. Use when a researcher asks "score my paper", "how does my paper compare to best papers at SIGSPATIAL/NeurIPS/...", "is my paper good enough for this venue", "benchmark my draft against award winners", "rate my paper out of 10", or wants a readiness scorecard before submitting. Builds an exemplar corpus via study-exemplars, extracts comparable structural and rhetorical features from the draft, and reports a per-dimension scorecard plus an overall venue-fit index — explicitly a conformance measure (does the draft match the form of strong work at this venue), never a prediction of acceptance, award, or scientific quality. Trigger words - score my paper, rate my paper, benchmark, scorecard, compare to best papers, award winners, venue fit, am I ready to submit.
Prepare YOUR data room for a fundraise, acquisition, or bank diligence -- builds the checklist for your deal stage, sweeps your folders for what you already have, produces a gap report, and organizes everything into the structure buyers and investors expect. The sell-side complement to cowork-deal-room.
Sweep your folders and downloads for tax documents and build a CPA-ready package -- checklist by form type, everything renamed and organized, a missing-document chase list, and flagged items worth asking your accountant about. Organization, not tax advice.
Validate data quality in market analysis documents and blog articles before publication. Use when checking for price scale inconsistencies (ETF vs futures), instrument notation errors, date/day-of-week mismatches, allocation total errors, and unit mismatches. Supports English and Japanese content. Advisory mode -- flags issues as warnings for human review, not as blockers.
Build or modernize an employee handbook for a small business with no HR department -- interviews the owner for actual practices, drafts every core policy in plain English, flags the state-specific requirements that need local verification, and outputs a document employees might actually read.
Revise ordinary Chinese, mainland China legal terminology, or legal text bearing traces of AI writing into natural, precise, professional prose that matches the legal practice of the Republic of China (Taiwan). Use this skill whenever the user mentions legal terminology conversion, polishing briefs, adjusting contract wording, removing the AI feel from legal opinions, Taiwan legal tone, certified letters, or legal document revision; rewriting must not add legal arguments or sources of law, or change rights and obligations.
Convert PDF content to layout-preserving plain text. Use this skill for tables, invoices, columns, or text-only tools that need whitespace and alignment. Use Standard for PDFs with selectable text and Vision for scans or image-only pages. Use pdf-to-markdown instead when headings, lists, and Markdown tables matter.
Step-by-step camera-ready prep for accepted papers — the error-prone final stage before publication. Use when a researcher says "camera-ready", "final version", or "my paper got accepted, now what", or mentions ACM eRights / rights form / TAPS / ORCID / DOI block, IEEE PDF eXpress / conference ID / eCF copyright form / Xplore, OpenReview final upload, de-anonymization, or extra camera-ready pages. Resolves the venue's rail from a machine-readable profile and walks it end to end across ACM eRights, ORCID, rights/DOI block, TAPS source upload, IEEE PDF eXpress, conference IDs, file naming, eCF exact-title match, registration/no-show, NeurIPS-style [final] recompile, and OpenReview upload. Generates an ordered checklist with deadlines and +page rules, and lints the final .tex for leftover anonymization and missing rights blocks via bundled stdlib-only scripts. Advisory — it prepares, explains, and lints, but never completes a form or submits anything.
Qinyan academic citation - first search literature via the Qinyan OpenAPI, then output citations in standard formats such as GB/T 7714, IEEE, APA, MLA, Chicago and Harvard. Strictly follow academic conventions and keep ellipses for information that was not retrieved. Triggers: 文献引用, 参考文献, 引用格式, citation, reference format, 生成引用, 引用管理, 参考文献格式
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, surveys, policy briefs — with rigorous methodology, statistical validation, multi-style citations (Harvard / APA / IEEE / MLA / Chicago / Nature / arXiv-numeric), and rich visualizations. Activates on slash commands (`/research`, `/paper`, `/literature-review`, `/whitepaper`, `/thesis`, `/survey`, `/policy`) and on natural-language academic-writing requests. Runtime-neutral — works with Claude Code, OpenCode, Cursor, Cline, Codex, Aider, Amp, Antigravity, and 50+ agents via the `npx skills` installer.
Use when revising a scientific manuscript Results section whose figures, evidence, and main claims are mostly fixed, but subsection flow, paragraph openings, reader guidance, and argumentative progression still feel abrupt, repetitive, or figure-by-figure.
Bridges an Overleaf project to the local skills so a paper kept on Overleaf can be checked, polished, and reviewed, then synced back. Use when a researcher says "my paper is on Overleaf", "sync my Overleaf project", "pull my paper from Overleaf", "run preflight on my Overleaf paper", "edit my Overleaf project locally", or "push my changes back to Overleaf". Walks the three real paths — Overleaf Git integration (clone as a local repo), GitHub synchronization, or download-as-ZIP for free accounts — gets the .tex into a local working copy the other skills operate on, and guides syncing changes back. Treats the Overleaf access token as a secret, never auto-pushes without confirmation, and re-verifies the current Overleaf method live since premium availability and steps change. Trigger words - overleaf, my paper is on overleaf, sync overleaf, pull from overleaf, push to overleaf, edit overleaf locally.
Plan figures for an academic paper or document — map sections to figure types, count, priority, and aspect ratios. Use this skill whenever the user provides paper text, a PDF, an outline, section drafts, or asks what figures their paper needs, including "论文需要哪些图", "论文配图规划", "paper figure planning", "which figures should my paper have", "帮我规划配图". Produces a Figure Plan with must/strong/nice priorities and per-figure visual elements.
Data analysis tool for Excel, CSV, Word, PDF, TXT, Markdown files. Use when user needs to analyze, summarize, or compare data from multiple files. Supports folder scanning, data aggregation, statistics, report generation in Markdown/Excel/Word/PDF. Multi-language support. 数据分析、文件夹分析、Excel分析。
From a scientific question of interest, get recommendations on preparing and formatting the documentation related to ICHM15 planning phase, which covers ICH M15 key assessments elements, technical criteria evaluation of model and model outcomes, appropriateness of Proposed MIDD and a Model Analysis Planning (MAP) document. Optionally upload the recommended documentation in Jinkō.
Create polished, self-contained HTML slide presentations — no PowerPoint or Keynote needed. Use this skill whenever the user asks for a presentation, slide deck, slides, or one-pager that will be shown in a browser. Also trigger when the user says things like "make it a deck", "turn this into slides", "build a presentation from this content", or "I need something to present". Prefer this over PPTX when the user has not explicitly asked for a .pptx file — HTML decks are more flexible, more visually rich, and easier to iterate on. Always use this skill when the user provides a brand style guide (PDF, URL, or description) alongside a presentation request. Trigger even if the user only says "make me a deck" with no further detail — start with content questions.
NTU EEE MSc dissertation LaTeX expert. Clones template, sets up local compilation with live preview, and guides academic writing. Use when creating an NTU dissertation project, editing .tex/.bib files, writing thesis chapters, asking about NTU format, or needing LaTeX compilation help.
Professional typography guidance based on Matthew Butterick's Practical Typography. Use when evaluating, critiquing, or improving document formatting, text layout, font choices, punctuation, spacing, or any typography-related decisions for print or web content.
Professional promotion/review document designer following corporate presentation standards. Creates clean, minimal PPT/PDF documents with 16:9 layout, strategic color usage (primary brand orange #fc5a1f, secondary blue #3669cd), and sophisticated white-space design. Use when users ask to "create promotion doc", "design review presentation", "make professional PPT", "晋升文档设计", "述职报告", or need corporate-standard presentations with visual hierarchy and data visualization.
Create polished, professional reveal.js presentations. Use when the user asks to create slides, a presentation, a deck, or a slideshow. Supports themes, multi-column layouts, code highlighting, animations, speaker notes, and custom styling. Generates HTML + CSS with no build step required.
Once the requirements, plan, or implementation code are settled, consolidate the requirement-compliant code, diffs, and module chains into specification documents under docs/spec/. Use when the user asks to summarize a module, consolidate a spec, update specifications, settle on the implementation definition, record the blast radius, current boundaries, or TODOs. Also applies when the user provides requirement/plan/implementation files and wants the final behavior synced to docs/spec.
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.
Process source files into synthesised wiki pages. Always use this skill when the user says /wiki-ingest, 'import these files', 'process my clippings', 'ingest this article', 'I have new articles to add', 'turn this PDF into a wiki page', 'what's in my raw/ folder', or 'what have I ingested'. Also use when the user mentions dropping a file somewhere to process, wants to turn any document, article, or PDF into a wiki page, or asks about files in raw/ or ingested/ - even if they don't say 'ingest'. Treats raw/ as a flat queue; scans all files, synthesises knowledge into wiki pages, and moves each source to ingested/ as an atomic commit. When in doubt whether source material processing is being requested, use this skill. Requires filesystem read/write/move access.
Toolkit for comprehensive Spreadsheet reading, creation, editing, and analysis with visual quality control. Use to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing tabular data, (3) Modifying existing spreadsheets while preserving formulas, (4) Building financial models with proper formatting, (5) Data visualization with in-sheet charts, or any other spreadsheet tasks.
Create excellent technical documentation with Mermaid diagrams. Use when documenting code architecture, API flows, database schemas, state machines, system design, or any technical concept that benefits from visual diagrams. Also use when asked to explain code, create documentation, write README files, or document how systems work.
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
Toolkit for comprehensive document reading, editing, and creation with visual quality control. Use to work with Word documents (.docx files) for: (1) Reading or extracting content from existing DOCX files, (2) Creating new Word documents with professional formatting, (3) Editing documents requiring precise typography and layout, or any other DOCX reading or generation tasks.
Create or revise Mermaid diagrams that render inside Markdown, README files, GitHub, GitLab, wikis, and documentation sites. Use when the user explicitly requests Mermaid or needs a Markdown-native flowchart, sequence diagram, state diagram, class diagram, ER diagram, journey, Gantt chart, mind map, timeline, or lightweight architecture diagram. Prefer PlantUML for strict UML/C4 deliverables and ProcessOn only when editable hosted output is requested.
Use when the user explicitly asks to "generate an NSFC technical roadmap / draw a technical roadmap / roadmap / flowchart", or needs to turn grant proposal research content into a printable, A4-readable technical roadmap. By default it outputs an editable source file (`.drawio`) plus render results embeddable in documents (`.svg`/`.png`/`.pdf`); when the user mentions the Nano Banana image model, it can switch to PNG-only mode and supports Gemini and OpenAI `gpt-image-2`. Not applicable: the user only wants to change the format/size of an existing image (use an image processing skill), or only wants to polish the wording of a technical roadmap description (rewrite the text directly).
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a submission-ready LaTeX manuscript and compiled PDF. TRIGGER when the user asks to "write a paper from my experiments", "turn this idea and these results into a paper", "generate a conference submission", "run paper-orchestra on X", or otherwise wants the end-to-end paper-writing pipeline. Coordinates the outline-agent, plotting-agent, literature-review-agent, section-writing-agent, and content-refinement-agent skills.
STEP 2 of the PPTX-from-layouts pipeline. Write a slide deck in markdown using the [HINT: layout_name] system so each slide targets a real template layout, then lint it before rendering. Use when the user wants to "draft slides", "write a deck outline", "author presentation markdown", "add layout hints", or has a layout catalog from Step 1 and needs to turn content into slides. Pairs with pptx-profile (Step 1) and pptx-from-layouts (Step 3).
Create and manipulate Excel workbooks using Syncfusion Flutter XlsIO library. Supports two modes — generate Dart code for the user's Flutter project or provide code snippets. Use when the user mentions Excel creation, worksheets, cells, formatting, filtering, hyperlinks, or Syncfusion Flutter XlsIO.
Use this skill for JavaScript apps needing Excel-like UI using the Syncfusion Spreadsheet Component. Trigger for creating, viewing, editing Excel (.xlsx, .xls, .xlsb) and CSV files; embedding spreadsheet editors; data binding from APIs/JSON; using formulas, charts, validation, filtering, or conditional formatting. Also trigger when users reference spreadsheet files ("open xlsx", "load Excel file", "add Syncfusion spreadsheet", "bind data to spreadsheet"). Do NOT trigger for standalone file processing without UI components.
Academic paper writing, paper analysis, and research-side workflow kit for bilingual Chinese-English research work. Use when Codex needs to draft, translate, polish, shorten, expand, humanize, logic-check, explain long English sentences, read or analyze papers, produce reviewer-style reports, suggest model-improvement ideas from code or papers, generate paper-figure or UML prompts, or handle evidence-based research queries from notes, LaTeX, Markdown, PDFs, code, or full manuscripts. Especially useful when the user wants direct academic output rather than only a generic prompt template.
Verify citations and references in scientific documents to detect hallucinated or invalid sources. Extracts DOIs, URLs, arXiv IDs, PubMed IDs, and ISBNs from Markdown, LaTeX, org-mode, and plain text, then validates them using API lookups and web fetches. Use this skill when: - Reviewing AI-generated content for citation accuracy - Validating references in papers, reports, or documentation - Checking if DOIs/URLs resolve to actual papers - Auditing a document for broken or fake citations
Use when co-authoring documentation with users through a structured workflow. Triggers include requests to write documentation, proposals, technical specs, decision docs, RFCs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers.
Skill for extracting and writing content in multiple Excel formats, using the calamine library to handle .xls, .xlsx, .xlsm and other formats. Use this skill whenever the user needs to parse Excel files, extract tabular data, convert Excel to text format, analyze Excel content, batch-process Excel files, create new Excel files, or update existing Excel files. Applies to scenarios such as data extraction, report analysis, content review, and data export.
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.