Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Use when the user needs to batch-read academic literature (10+ files) and write a thesis introduction or literature review. Triggers on phrases like "帮我读文献", "literature review", "batch read papers", or when the user has a folder of literature files needing structured academic output.
Use when users request diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .excalidraw files and exports to PNG/SVG via the Kroki API or locally using excalidraw-brute-export-cli.
Comprehensive web scraping, crawling, and data extraction toolkit powered by Firecrawl API. Provides scripts for single-page scraping (scrape.py), web search (search.py), URL discovery (map.py), multi-page crawling (crawl.py), structured data extraction (extract.py), and autonomous data gathering (agent.py). Use when you need to: (1) extract content from web pages, (2) search and scrape the web, (3) discover URLs on websites, (4) crawl multiple pages, (5) extract structured data with JSON schemas, or (6) autonomously gather data from anywhere on the web. Requires FIRECRAWL_API_KEY environment variable.
Generate an annotated blog-style write-up from a presentation's slides and video recording. Orchestrates the full pipeline: fetching slides, converting to images, extracting transcript, generating chapters, outlining slides, and producing the final annotated markdown. USE FOR: write-up, blog post, presentation summary, annotated write-up, generate writeup.
Run a structured reflection on how AI is reshaping your skills, career, and leverage. Use this skill for monthly career audits, skill atrophy reviews, understanding what's worth learning vs delegating to AI, or when the user says "career audit", "skills review", "what should I learn", "am I becoming obsolete", "AI impact on my work", "leverage review", "meta reflection". Based on Karpathy 56k-like programmer identity post.
Use when Obsidian note automation runs in cron/headless environments and obsidian-cli emits URI failure signatures (for example, `Failed to execute Obsidian URI`) that may not set a non-zero exit code. Detect false-success cases, fallback to deterministic markdown file writes, and record traceable fallback paths in run artifacts.
Use when the user asks to search or review academic papers, retrieve scholarly metadata or citation counts, validate or deduplicate scholarly records, find an author's publications, export BibTeX, or discover and download open-access full text. Useful for paper search, literature reviews, systematic reviews, citation analysis, validating and deduplicating scholarly records, precise DOI/arXiv lookups, and open-access PDF retrieval.
Query Feishu historical video meetings, minutes, AI summaries, transcripts and recordings, read or download Minutes by minute token, and operate the meeting bot to join/leave meetings and query meeting events. For creating schedules, finding shared free time and booking meeting rooms, use feishu-cli-work.
Author FigJam boards with granular control — sticky notes (single + batch), connectors between nodes, shapes-with-text, sections, tables, code blocks, and auto-arrange — plus read back board contents and the connection graph. Use when the user wants to build or edit a FigJam board element-by-element. Triggers: 'add stickies to FigJam', 'create a flowchart/diagram in FigJam', 'connect these nodes', 'make a section/table/code block in FigJam', 'auto-arrange the board', 'read what's on the FigJam board', 'map the connections'. More granular than the native generate_diagram (which produces a whole diagram in one shot). FigJam files only (figma.editorType === 'figjam'). Requires the Figma Desktop app (Plugin API).
Helps engineering managers respond to high-urgency requests and use deadlines effectively — produces a five-question framework for evaluating unreasonable deadlines, guidance on scope/staffing/intensity decisions under pressure, Parkinson's Law applied to engineering, and five common deadline mistakes to avoid. Use when the user says "urgent deadline," "everything is on fire," "we need to ship fast," "fake deadline," "unreasonable timeline," "crisis mode," "working weekends," "Parkinson's Law," or "leadership is pushing for faster delivery."
Generates Mermaid mindmap diagrams from codebases, topics, files, or conversations. Visually summarizes source material as branching diagrams. Use when asked to create a Mermaid mind map, visualize a topic, map out a codebase, summarize a file as a diagram, generate a concept map, or create a visual overview.
Produce a detailed Markdown explainer of an academic paper. The skill aims for faithful description, not critical review. Section structure mirrors the original paper, equations render as LaTeX with variable tables, citations to the paper under review use position only, and citations to other works use author-short form. Use when the user asks for a detailed paper write-up, a thorough paper explainer, or invokes "paper details". Depends on documenting-with-sources and writing-quotation.
Personal map generation tool for Amap. Wraps the Amap Open Platform Web Service API and provides geocoding, POI search, route planning, nearby search, and weather queries, ultimately generating a personal map mini-program QR code that can be opened in the Amap app. Proactively use this skill whenever the user mentions any of the following: finding nearby POIs such as restaurants, attractions or malls; planning a route from A to B (walking/driving/transit/cycling); generating a travel itinerary, trip plan or check-in map; marking multiple locations on a map; sharing a map with others; checking the weather in a place; converting addresses to coordinates or reverse geocoding; making a personal map; itinerary planning; route planning; map sharing. Even if the user does not explicitly say "generate a map", consider using this skill whenever the topic involves location, travel, navigation, check-ins or itineraries.
Use when you need full-text PDFs for a list of DOIs, such as a meta-analysis screening set. Batch-downloads open-access copies via Unpaywall, PMC, OpenAlex and Crossref, lists paywalled papers for manual access, and can convert PDFs to Markdown.
Write and rewrite natural, human-authored prose across articles, technical guides, and documentation while preserving voice, meaning, and nuance. Use when drafting, editing, or reviewing articles, blogs, documentation, READMEs, tutorials, technical explanations, product copy, release notes, social posts, or other prose that should sound specific, natural, and non-formulaic.
Используй для ЖИЗНИ вимарши и работы с ПОЛЕМ вопрошания — не постановка (это writing), а жизненный цикл: якорение, разрешение, закрытие, принятие как есть, вытеснение, кристаллизация, привязка к превращению. Триггеры: «разбери вимарши», «поле вопрошания», «закрой/оставь вимаршу», «разреши вопрошание», «триаж вимарш», work the field of inquiry, resolve the question, много висящих вимарш в orient, закрытие сессии. Не проход по всему графу (assembly). Нужны тулы iskron_*.
Conduct a structured literature review on a given topic by defining a search strategy, applying inclusion and exclusion criteria, extracting key findings, and synthesizing results into a coherent academic review. Use when the user requests literature review or provides relevant inputs for this workflow.
Helps engineering managers build a functional PM–EM partnership and become more product-oriented — produces a 3-pattern PM–EM dynamic model (PM-Led / Engineering-Led / Fake Balanced), a true partnership definition, the "It's Important to Me" card for navigating disagreements, tips for getting engineers closer to customers and usage data (launch vs. landing, session recordings, customer conversations), and an explicit responsibilities exercise. Use when the user says "PM relationship," "PM drives me crazy," "product manager," "roadmap disagreement," "PM overrides me," "PM–EM partnership," "I want to be more product-oriented," or "how do I get engineers closer to customers." Do NOT use for general roadmap prioritization (use `roadmap-planning`) or when urgency is being manufactured by a PM (use `managing-urgency`).
Work with Yuque OpenAPI for reading, searching, creating, and updating users, groups, repos, docs, TOC structures, versions, and statistics. Use when Codex needs to operate on Yuque knowledge bases or documents, reorganize document placement in a repo, inspect API capabilities, or prepare guarded plans for destructive Yuque actions.
Prepares sprint review and demo of deliveries for stakeholders, including the sprint's quantitative metrics. Use when the sprint has ended and it is necessary to present what was delivered, the numbers, what changed in scope, what is pending, and what decisions are needed.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses, knowledge retrieval. Use for: AI agents, research assistants, fact-checkers, knowledge bases. Triggers: rag, retrieval augmented generation, grounded ai, search and answer, research agent, fact checking, knowledge retrieval, ai research, search + llm, web grounded, perplexity alternative, ai with sources, citation, research pipeline
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.
