Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.
Analyze debt covenants and credit agreement terms from SEC filings using Octagon MCP. Use when researching financial covenants, leverage ratios, interest coverage requirements, credit facilities, debt maturity schedules, and covenant compliance from 10-K, 10-Q, and 8-K filings.
Analyze footnotes and accounting policies from SEC filings using Octagon MCP. Use when researching revenue recognition policies, critical estimates, lease obligations, pension assumptions, stock compensation, contingencies, and new accounting pronouncements.
Analyze Management Discussion and Analysis (MD&A) sections from SEC filings using Octagon MCP. Use when extracting strategic initiatives, financial performance commentary, macroeconomic challenges, and forward-looking statements from 10-K and 10-Q filings.
Ecology, biodiversity, and conservation biology research — species identification (GBIF, NCBI Taxonomy), invasive species impact, ecosystem dynamics, conservation status (IUCN), niche ecology. Use for biodiversity questions, species comparison, invasion biology, conservation prioritization, and ecology-related literature search.
AI Douyin feed — automatically scans AI-related Douyin posts daily, filters popular content by engagement (likes/shares/comments), and uses intelligent clustering to generate polished HTML daily reports with cover images, metrics, and daily subscriptions. Use when users need an AI Douyin daily report, Douyin AI trends, AI Douyin content, a Douyin feed, or douyin ai feed.
Evaluate, select, and contract with vendors and SaaS tools. Use this skill when comparing alternatives, running an RFP, scoring vendors against criteria, negotiating contracts, planning a switch, or assessing a vendor's risk. Triggers on vendor evaluation, RFP, vendor selection, build vs buy, SaaS evaluation, vendor scorecard, vendor comparison, contract negotiation, vendor switch, procurement. Also triggers when a renewal is coming up or when a tool isn't meeting expectations.
Search the internet with Google or DuckDuckGo, inspect results, and extract selected pages as readable Markdown. Use when answers require current web sources, JavaScript-rendered pages, or browser access that can handle bot protection. Prefer dedicated tools such as GitHub CLI for GitHub data and curl for direct files or simple URLs.
A skill for reading, researching, and editing Cosense (formerly Scrapbox) pages. Use when the user says things like "look up 〇〇 on Cosense", "read this Cosense page", "〇〇 on Scrapbox", "view a scrapbox.io page", or "add a comment to this page". Use cosense CLI to retrieve pages and answer the user's questions with sources.
Physics-based reasoning framework (Musk methodology) that deconstructs a problem into irreducible fundamental truths, classifies every element as a hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. Use for first principles, fundamental truths, challenging assumptions, real constraints, rebuilding from scratch, starting over, physics first, questioning everything, or reasoning by analogy. Not for structural feedback loops (use SystemsThinking).
Search, browse, read, and take notes across the user's documents indexed by Linkly AI—local files and linked cloud libraries. Use when the user asks to “search my documents,” “find files about a topic,” “read a local document,” “what's in this folder,” “list the files in that library,” “browse document outlines,” “list knowledge libraries,” “save this as a note,” “list my notes,” or any task involving searching, listing, reading, or noting stored content (PDF, Markdown, Excel, CSV, DOCX, TXT, PPTX, DOC, RTF, EPUB, HTML, images, audio, video). Also triggered by: “linkly not working,” “cloud library,” “搜索我的文档,” “查找文件,” “这个文件夹里有什么,” “列出文件,” “知识库搜索,” “云端知识库,” “记笔记,” “我的笔记,” “连接不上,” “故障排查.” Provides full-text search, container enumeration, structural outlines, paginated reading, and local note capture via CLI or MCP tools. Also answers how to use the Linkly AI app itself (“how do I add a folder,” “connect ChatGPT,” “怎么用 Linkly”)
Strategic product leadership specializing in product strategy, roadmap development, feature prioritization, and cross-functional coordination. Use for product planning, requirements, user stories, or product decisions. Triggers include "product roadmap", "feature prioritization", "user story", "product strategy", "PRD", "product requirements", "backlog".
Think beyond immediate consequences to understand the chain reactions of decisions. Master Howard Marks' investment framework for seeing what others miss. Use when: **Strategic decisions** where long-term consequences matter; **Policy/rule changes** that will trigger behavioral responses; **Competitive moves** to anticipate market reactions; **Product decisions** where user behavior may shift; **Investment analysis** to see past obvious conclusions
Analyze your SpecStory AI coding sessions in .specstory/history for yak shaving — when your initial goal got derailed into rabbit holes. Run when user says “analyze my yak shaving”, “check for rabbit holes”, “how distracted was I”, or “yak shave score”.
Search the web and read page contents without API keys. Use when you need to search via DuckDuckGo/Brave/Google (multi-page), extract readable text from URLs, browse interactively with a persistent visible browser (with tabs, click, screenshot, text search), download files/PDFs, or dismiss cookie banners. Supports JSON/markdown/text output. Powered by Playwright + Chromium.
Run a structured after-action review (postmortem, retrospective) of a launch, incident, or completed project to capture the timeline, root cause analysis, contributing factors, and actionable lessons. Use whenever the user wants an after-action report, AAR, postmortem, retrospective, retro, post-incident review, “what went well and what didn’t,” lessons learned, blameless postmortem, root cause analysis, RCA, or five whys. Also use when the user has just shipped something or resolved an incident and wants to capture lessons.
Apply Edward de Bono's parallel thinking framework (1985) to make better decisions by examining ideas from six distinct perspectives systematically. Use when: Making complex decisions that require multiple perspectives; Evaluating new products, offers, or strategies before launch; Breaking out of analysis paralysis with structured thinking; Running productive meetings where everyone thinks in the same direction; Balancing optimism with caution in strategic planning
Convert a web URL into cleaned Markdown with deterministic routing. Use when Codex needs to read article-like content from links and should apply source-aware fetch strategies: default to r.jina.ai for general pages (including X/Twitter), use defuddle.md for YouTube links, and use browser-impersonated extraction for WeChat/Zhihu/Feishu pages with Mozilla Readability cleanup.
A skill for integrating with the Zotero local API and REST API (Web API v3). Supports bulk literature imports from DOI, collection management, and item search and listing. The REST API also supports creating collections, item CRUD, tag management, attachment uploads, and group library operations. Use when: (1) registering references in Zotero from a DOI list, (2) retrieving Zotero collection and item lists, (3) importing BibTeX/RIS data into Zotero, (4) searching for reference DOIs via the CrossRef API, (5) creating collections, adding items, and managing tags via the REST API, (6) operating group libraries. Triggers: "zotero", "文献登録", "DOI インポート", "コレクション", "論文追加", "文献管理"
Generate Excalidraw diagrams from natural language descriptions. Outputs .excalidraw JSON files that can be opened in Excalidraw. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", "generate an Excalidraw file", "draw an ER diagram", "create a sequence diagram", or "make a class diagram". Supports flowcharts, relationship diagrams, mind maps, architecture, DFD, swimlane, class, sequence, and ER diagrams. Can use icon libraries (AWS, GCP, etc.) when set up. Do NOT use for code architecture analysis (use the architecture skills), Mermaid diagram rendering (use mermaid-studio), or non-visual documentation (use docs-writer).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
OKR design as actually shipped, not as conference-talk theory. Outcome statements that drive decisions, key results that measure the right thing, scoring discipline, mid-quarter recalibration, and the difference between sandbagged OKRs (always 100%) and aspirational OKRs (always 30%) and stretch OKRs (genuine ambition with quarterly accountability). Triggers on OKR design, OKR setting, key result design, OKR scoring, mid-quarter recalibration, OKR cascading, outcomes vs outputs, quarterly planning, goal setting. Also triggers when a team's OKRs are always hit and producing no learning, when OKRs are demoralizing because they were set as fantasy, or when the team uses OKR vocabulary but the practice has decayed.
Fast, zero-friction capture of technical findings from the current conversation to the wiki's _raw/ staging area. Use this skill when the user says “/wiki-quick-chat-capture,” “quick capture,” “capture this finding,” “save this bug fix,” “capture this gotcha,” “drop this to raw,” “quick save to wiki,” or wants to capture a non-obvious discovery mid-session without a full wiki-ingest run. Writes one _raw/ file per topic cluster in under 60 seconds — no subagents, no QMD updates, no manifest writes. Run /wiki-ingest or /data-ingest later to promote raw files to proper wiki pages.
Explain the last message, or a supplied file, link, or passage, in plain language a person can follow on the first read. Use when the user invokes wtf because they did not understand something. Use ce-explain to investigate how or why code works, and ce-noslop to rewrite prose
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.
AI-powered email triage that reads your inbox, classifies each message by importance and urgency (Eisenhower matrix), decides whether you need to reply, and drafts responses in your voice. Use this skill whenever the user asks to triage their email, process their inbox, check what needs a response, draft email replies, prioritize messages, do an inbox review, or anything related to email workflow automation. Also trigger when the user says things like "what emails need my attention", "help me get to inbox zero", "process my unread mail", "draft replies", "what's urgent in my inbox", or "catch me up on email".
Save and load timestamped reports. Keyword routing for fast lookup. Cron jobs save output as reports; the agent or user queries them by keyword. Includes the Actionability Gate: delivery-time link checks (Broken/Dead/Indirect/Missing) for briefings, meeting digests, and research reports.
Assesses a business’s readiness for AI adoption across six dimensions. Evaluates data maturity, tech stack, team skills, process documentation, budget, and culture. Generates a comprehensive ai-readiness-report.md with scores, gap analysis, and recommended starting points. Aligned with OneWave AI’s audit methodology.
Analyzes your Claude Code conversation history to identify patterns, common mistakes, and opportunities for workflow improvement. Use when user wants to understand usage patterns, optimize workflow, identify automation opportunities, or check if they're following best practices.
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.
Trace drug mechanism of action — primary target → downstream signaling → pathway perturbation → tissue/organ effect → clinical outcome. Uses DrugBank, ChEMBL, KEGG, Reactome, STRING. Use for understanding how a drug works, identifying off-target effects, mechanism-based combination therapy design, and writing mechanism sections of reports.
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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.