Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. Use this skill whenever the user writes, edits, reviews, rewrites, or structures any economics paper, thesis, job market paper, abstract, introduction, conclusion, results section, literature review, or referee response. Also handles LaTeX formatting, presentations, and paper audits. Covers all paper types (applied, theory, structural, mixed) and all sections.
Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft survey → section-by-section expansion → summary section refinement → final assembly. Produces survey-grade output with taxonomy-based method analysis, LaTeX formalizations, comparative tables, and dense citations. Use when: user wants a literature review, research survey, field overview, or systematic synthesis of multiple papers. Do NOT use for finding/searching papers (use paper-navigator), generating research ideas (use research-ideation), or writing a paper's Related Work section (use paper-writing).
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.
Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, results narrative, discussion, conclusion, title, or full manuscript argument rather than only polish finished prose
Generate and edit presentation slides as PPTX files. Also create LinkedIn carousels and manage reusable slide layouts. TRIGGERS - Use this skill when user says: - "create slides for [brand]" / "generate presentation for [brand]" / "make slides for [brand]" - "create a carousel for [brand]" / "linkedin carousel" / "make a carousel about [topic]" - "edit this pptx" / "update the slides" / "modify this presentation" - "create a new layout" / "add a layout to the cookbook" / "make a [type] layout template" - "edit the [name] layout" / "update the cookbook" / "improve the [name] template" - Any request mentioning slides, presentations, carousels, PPTX, or layouts with a brand name Creates .pptx files compatible with PowerPoint, Google Slides, and Keynote. Creates PDF carousels for LinkedIn (square 1:1 format).
Generate captions (descriptions) for images, videos, and documents using ZhiPu GLM-V multimodal model series. Use this skill whenever the user wants to describe, caption, summarize, or interpret the content of images, videos, or files. Supports single/multiple inputs, URLs, local paths, and base64 (images only).
Screen and evaluate resumes against criteria using ZhiPu GLM-V multimodal model. Reads multiple resume files (PDF/DOCX/TXT), compares against user-defined screening criteria, and outputs a Markdown table with pass/fail analysis. Use when the user wants to filter resumes, compare candidates, or batch-evaluate job applications.
Use when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., "validate this runbook before it goes into rotation", "audit our Confluence wiki for stale and orphaned SOPs")
Use when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory; Inventory embedded Java agent definitions; List generated agent roles for Java development. Part of Plinth Toolkit
Saves a named source to Markdown with provenance and faithful extraction through direct export endpoints. Use when asked to “save this article,” “get the markdown,” “transcribe this,” or “keep this source.” A URL supplied as task context alone does not trigger conversion; a chat summary stays in chat.
Professional contract review Skill: a 7-step workflow (including position statement, framework review, and type routing), 5 general gates + 16 specialized gates, a three-part final deliverable + HTML visual report, 8-dimensional risk scoring, and 5-category revision routing. Fully self-contained with no external dependencies
Create on-brand Canva presentations from an outline or brief. Use when the user asks to create a branded presentation, make an on-brand deck, turn an outline into slides, or generate a presentation from a brief. Input can be text directly in the message, a Canva design ID, a reference to a Canva doc by name, or a Canva design link (e.g., https://www.canva.com/design/...)
Write, review, and edit documentation files with consistent structure, tone, and technical accuracy. Use when creating docs, reviewing markdown files, writing READMEs, updating `/docs` directories, or when the user says "write documentation", "review this doc", "improve this README", "create a guide", or "edit markdown". Do NOT use for code comments, inline JSDoc, or API reference generation.
Write bold, minimal slide content with punchy headlines, concise body text, and impactful bullet points. Use for slide writing requests such as “write content for...,” “draft slides about...,” or “help me phrase this slide...”. Transforms ideas into presentation-ready copy designed for speaking to, not reading from.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
Render any local PowerPoint PPTX into a fresh narrated video bundle through the public cross-platform pptx2video CLI, with Animation-Pane-authoritative object animations, unified Notes and Alt Text narration blocks, optional user script overrides, spotlight cues, block-level TTS caching, bottom-band subtitles, editable source delivery, timeline metadata, and strict QA. Use when a user invokes /pptx2video, asks for PPTX-to-video conversion, edits a PPTX and wants a rerender, needs animation-order conflict handling, or needs the Author Notes and Alt Text protocol.
Create image-based PowerPoint decks by (1) turning raw article content or notes into a detailed per-slide message plan when needed, (2) turning that message plan into a slide display plan and then a visual-production plan, (3) generating one 16:9 slide image per slide with all displayed text baked into the image (English by default; multilingual slide text supported), and (4) assembling an images-only .pptx that simply concatenates those images full-screen. Use when the user wants polished, consistent visuals with extensible style packs (cinematic dark, cinematic light, cinematic editorial, illustrative cinematic, animated feature, editorial, warm pastoral, tech, youth social, academic, corporate, whiteboard sketch), prefers not to hand-layout PPT objects, or wants a repeatable prompt workflow to iterate over time.
Use this skill when the user asks to “写文档”, “撰写文章”, “写邮件”, “编辑中文”, “检查格式”, “修正排版”, “中英文混排”, “格式化文档”, “review 文档格式”, “proofread”, or when the user is preparing to write or edit Chinese documents, emails, messages, or any formal Chinese text content. This skill provides formatting and typographical corrections based on the Chinese Style Guide, focusing on layout and formatting without altering the author's intended expression
The official Skill for operating cloud documents in Kingsoft Docs (WPS Cloud Docs / Kdocs / 365.kdocs.cn / www.kdocs.cn). Core capabilities cover creating, reading, editing, searching, sharing, and organizing online documents in the cloud (Smart Docs, Word, Excel, PDF, PPT, presentations, Smart Spreadsheets, multidimensional tables) and personal knowledge bases. Use when the user's task involves cloud document operations, including but not limited to: writing weekly/daily reports or work summaries; handling contracts/invoices; creating signup or registration forms; clipping web pages; converting group sign-ups into spreadsheets; collecting information; summarizing documents and generating content; rewriting or imitating text; translating; generating AI PPTs; splitting and exporting PDFs; tagging, categorizing, and archiving; managing favorites; organizing notes; beautifying spreadsheets; restoring items from the recycle bin; and managing knowledge bases.
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.
Locate supporting evidence in regulatory filings such as 10-Ks, 10-Qs, and prospectuses, and answer specific questions. Suitable for quickly reviewing long documents, verifying clauses, looking up operational details, and research Q&A.
Creates documentation-first PRDs (a short forge issue plus a detailed prds/ file with milestones), then offers to start work, commit for later, or send the PRD to uzi. Use when the user wants to create a PRD, spec out a new feature, write a product requirements document, or turn a feature idea into a tracked GitHub/GitLab/Forgejo issue. Triggers include "create a PRD", "new PRD", "/prd-create", "write a PRD for", "spec this feature".
Turns whatever came out of a discovery conversation — a call transcript, a voice memo, jobsite photos, an RFP document, a set of drawings, or scrappy notes — into a branded, costed proposal, estimate, or statement of work built on the owner's own templates and historical pricing. Routes it for signature and triggers the deposit invoice once it's accepted. Works entirely from uploaded files when no connector is available, producing DOCX and PDF the owner can send themselves. Use this whenever a quote, bid, estimate, proposal, or SOW is the deliverable — including phrasings like "write this up for them," "put together a quote," "I need to bid this job," "turn my notes into a proposal," "respond to this RFP," or "price this out." Reach for it when the owner describes a job they just looked at, even without saying the word quote
Assists with job applications: evaluating job postings, tailoring CVs, writing cover letters, and preparing for interviews. Triggers on keywords like: job posting, job application, CV, cover letter, resume, interview prep, job fit, career, application, apply, ansøgning, stilling
Use when the user asks to recognize invoices, bills, receipts, tickets, or other voucher files with Make Integration services. Also triggered by requests like "发票内容", "识别发票", "票据 OCR", "ocr 这张图片", or "验真发票". Does not manage Make resources (use makecli), design DSL schemas (makedsl), build UI (makeui), implement auth (make-app-auth), Service/API code (make-app-service), runtime packaging (make-app-runtime), or perform non-Make OCR outside makecli integration commands.
Turn Ane’s meetings, 1-1s, and document review cycles into structured IPPF-branded meeting notes using any capture method (dictation, notebook photo or scan, recording, Teams transcript, or margin comments/marginalia in a .docx), and prepare the next one. Use for meeting notes, minutes, 1-1 debrief or prep, or extracting decisions from a commented document. Not for importing typed claude.ai sessions (capture-desktop), options papers (decision-memo), personal reflection (journal-reflection), daily planning (daily-brief), research video analysis (video-content-analysis), or editing the reviewed document itself (office-review-pass; use tor-procurement finalise for a ToR)
Recognize and extract text from images or PDF documents. Supports multiple image formats and PDF files, automatically detects whether text is present, and preserves the original format in structured output. v2.1 uses a zero-additional-dependency approach: scanned PDFs are automatically rendered as images for AI visual recognition (no tesseract/rapidocr required); tables are structurally extracted using pymupdf’s built-in find_tables (no pdfplumber required); directories can be batch processed (PDFs and images extracted in one pass). Use when users need to extract text from images or PDFs, perform OCR, process documents containing text, extract PDF tables, batch process folders, or convert content to editable text. This skill’s capabilities come from RedFoxHub. Official site: https://redfox.hk/skills.
Build RAG / unstructured-document evaluation datasets and demo documents (e.g. for Knowledge Assistant) on Databricks: generate synthetic PDFs locally, upload to Unity Catalog volumes, and pair each document with test questions for retrieval evaluation.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
Generates full consulting proposals from a brief. Input client name, problem description, and rough scope. Outputs proposal.md with executive summary, problem statement, proposed approach, timeline, team, pricing tiers, and terms. Researches client company for personalization. Multiple pricing models. Professional formatting matching consulting standards.
Read, write, convert, and analyze documents — routes to PDF, DOCX, XLSX, PPTX sub-skills for creation, editing, extraction, and format conversion. USE WHEN document, process file, create document, convert format, extract text, PDF, DOCX, XLSX, PPTX, Word, Excel, spreadsheet, PowerPoint, presentation, slides, consulting report, large PDF, merge PDF, fill form, tracked changes, redlining.
Write and edit project docs (README/markdown) as a glossary of principles, not a mirror of the code. Use when creating or revising a README; when a doc enumerates exact scenes, scenarios, helpers, class IDs, file lists, or command/flag matrices already represented in code; when trimming narrative or changelog content from a doc; or when deduplicating overlapping docs and wiring a root doc to its sub-docs.
Produce slides-driven narration videos (口播视频) where each slide maps 1:1 to one voiceover section. Orchestrates a slides-generating skill (PPT, chosen from whatever is available) and `video-planner` (script + publishing materials) with a method-focused production workflow. Use when user wants to make a video that uses slides to explain a topic - e.g. 发布解读 / 产品评测 / 行业观察 / 技术解读 / 趋势分析. Triggers on "做一期视频 + PPT", "slides 视频", "发布解读视频", "深度讲解视频", or similar requests for structured narration videos.
Create HTML system architecture diagrams — microservice maps, dependency graphs, deployment topologies, data ownership maps, integration diagrams. Useful during incidents, design reviews, onboarding, and capacity planning. Use whenever the user wants to visualize, document, or explain how a system fits together — across services, regions, queues, caches, databases, or organizational boundaries. Reach for this whenever the explanation would otherwise involve sentences like "service A talks to service B which writes to queue C".
Generate professional presentation slides and high-quality illustrations using Gemini image generation API (Nano Banana 2), with interactive browser-based review and iterative editing. Full workflow: content planning conversation → slides_plan.json → batch image generation → review with feedback → targeted slide editing → PPTX packaging. Use when: user wants to create a presentation, make slides, generate a PPT/PPTX, prepare a talk deck, design visual slide content, or generate high-quality figures/illustrations for papers and documents. Do NOT use for: writing academic papers (use paper-writing) or planning academic conference talk narrative structure (use academic-slides).
Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots, databases, APIs, tests, literature PDFs, Word comments, and existing drafts. Use when the user asks to write, generate, refactor, polish, reduce AIGC style, verify, format, or deliver a Chinese thesis with evidence traceability, figure registries, workflow logs, chapter word control, screenshots, references, DOCX output, and appendix DOCX.
Translate English or Japanese tech articles into natural, fluent Chinese. Use whenever the user asks for Chinese translation, says “translate to Chinese” or “翻译,” or provides English/Japanese content (pasted text or a file) to convert into Chinese. Chinese output only—not for translating into other languages
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.
