Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
USE FOR extracting clean, LLM-ready content from one or more web page URLs, powered by Octen. Fetch 1-20 URLs in one call and get markdown/text content plus a page category, page-structure label, and (optionally) query-driven highlights. Use it for reading articles, scraping pages for RAG/grounding, summarization, or fact lookup from known URLs. It can also list the links on a page.
Write a structured project status report for any project. Use when asked to write a project update, status report, RAG report, project dashboard narrative, or weekly project communication. Produces a clear status report with RAG ratings, milestone progress, risks, and decisions needed.
Convert code projects into an Obsidian knowledge base. Activates when the user mentions obsidian, project documentation, knowledge base, analyzing a project, or converting a project. [After activation, you must]: 1. First read this SKILL.md file in full 2. Understand the AI writing rules (default to 00_Inbox/AI/, append-only, unified Schema) 3. Execute STEP 0: use AskUserQuestion to ask the user for confirmation 4. Start STEP 1 project scanning only after user confirmation 5. Strictly follow the order STEP 0 → 1 → 2 → 3 → 4 [Prohibited actions]: - Do not start analyzing a project without reading SKILL.md - Do not skip STEP 0 user confirmation - Do not create directly in 30_Resources (go to 00_Inbox/AI/ first) - Do not decide the output location on your own
Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source verification, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.
Initialize, diagnose, or migrate a project into the LLM wiki pattern with AGENTS/CLAUDE/ANTIGRAVITY instructions, QMD MCP wiring, Claude/Codex/OpenCode/Antigravity hooks/plugins, guardrails, and QMD doctor checks. Use when the user asks to set up wiki infrastructure, check if a project needs migration, install wiki hooks, or validate QMD.
Persistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons from 6 months to 50 years, each a deep analysis of geopolitics, tech, economics, society, and security, in Fast/Standard/Deep tiers. USE WHEN threat model, world model, test idea, future analysis, time horizon, stress test against future, long-term risk. NOT FOR single-shot idea attack (use RedTeam).
PROACTIVELY use whenever the user needs data outside your training set or requires a live network call — web search, URL scraping, news, social media (any platform), market prices (crypto/stocks/FX), on-chain data, e-commerce product data, business/company data, weather, travel (flights/hotels). The provider catalog is dynamic and grows over time; if unsure whether a provider exists, call find_tools first to discover it. Not needed for conceptual, code, or local-file work.
Extracts any Anthropic Academy (Skilljar) course into a structured markdown folder. Triggers when the user provides an anthropic.skilljar.com URL and asks to extract, research, download, or convert a course to markdown. Produces one markdown file per lesson organized into section folders, with course diagrams downloaded and described. Use when user says things like "extract this course", "convert to markdown", "deep research this skilljar link", or provides any anthropic.skilljar.com URL.
View and edit cmux settings in ~/.config/cmux/cmux.json. Use when the user wants to change cmux preferences (appearance, sidebar, notifications, automation, browser, shortcuts), set a value by JSON path, validate the file, open it in an editor, or look up which keys cmux recognizes. Triggers on '/cmux-settings', 'change cmux setting', 'set <something> in cmux', 'cmux config', 'cmux.json', or 'rebind a cmux shortcut'.
Import AI assistant chat exports (ChatGPT, Claude, Perplexity) and agent session transcripts into the brain as one dated page per conversation under conversations/, validate each page against the native conversation parser, extract facts via the native conversation-facts flow, and keep the archive gap-free with a detect-and-backfill loop. Then answer archive questions: "when did I first discuss X", trace how an idea evolved across past conversations, pull a specific thread.
Manage the public daemon profile — a digital representation of what you're working on. DaemonAggregator reads LifeOS sources (TELOS, KNOWLEDGE, PROJECTS, MEMORY/WORK, identity) → daemon-data.json. SecurityFilter strips names/paths/credentials via deterministic patterns (NOT LLM). Workflows: UpdateDaemon, ReadDaemon, PreviewDaemon, DeployDaemon. USE WHEN daemon, update daemon, daemon profile, deploy daemon, preview daemon, read daemon, public profile, digital presence. NOT FOR LifeOS system management.
Teach the user a topic as an adaptive tutor — retrieval practice, spaced repetition with decay, and persistent memory in ~/.drill-me/. Use when the user wants to learn or be drilled on something, says "drill me on X", "teach me X", "quiz me on X", or wants to study or revise a topic, a codebase, or a document.
Plan and scaffold an academic introduction section from source papers, context, or rough notes. Use this skill whenever Ilya wants to structure an intro, outline a paper's opening, map the literature into a writing plan, figure out what paragraphs an introduction needs, or asks \"what should my intro cover?\", \"help me plan my introduction\", \"outline an intro from these papers\", \"what topics should I introduce?\", \"scaffold my intro section\", \"turn these papers into an intro plan\", or \"structure my background section\". Also trigger when the user uploads or pastes papers/abstracts and wants to know what to write about — even if they don't say \"introduction\" explicitly. This skill does NOT write the prose; it produces a clear paragraph-by-paragraph blueprint that guides writing. For the actual prose, hand off to ea-academic-writer.
This skill should be used when the user asks to "analyze from first principles", "第一性原理", "从根本分析", "从零开始思考", "think from scratch", "question this design", "这个设计合理吗", "is this the right approach", "为什么要这样做", "why are we doing it this way", "有没有更好的方案", "is there a better solution", "challenge assumptions", "挑战假设", or needs to evaluate architectural decisions, design choices, or problem-solving approaches without relying on analogies or conventions.
Re-examine from first principles whether a design, requirement, or practice holds up: strip away convention and analogy, return to purpose and constraints, and judge whether it should exist at all or whether there is a simpler option. Applies when the user questions an existing design, asks to think from scratch, or challenges assumptions.
Use when the user shares an audio file (mp3, wav, m4a, flac) and asks to transcribe it to text — includes queries containing "speech recognition", "audio to text", "transcribe", "transcription", "ASR", "meeting notes", "convert audio", "subtitle", "SRT", "speaker diarization", "who said what". Also triggers on audio meeting recordings, interviews, phone calls, lectures, voice memos, podcasts. Requires DASHSCOPE_API_KEY (Alibaba Cloud DashScope) and S3-compatible storage credentials.
Daily industry intelligence scanner. Scans web, social media, news, blogs, and communities for industry-relevant events, trends, and signals. Produces a comprehensive intelligence briefing plus strategic GTM opportunity ideas. Orchestrates existing scraping skills — does not reimplement data collection.
Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for visual deploy verification. Drive clickwork yourself. USE WHEN verify deploy, confirm UI, screenshot verification, computer use, macos automation, debug web, troubleshoot, visual check, motion/animation bug, jank, transition stutter, scrub a flow, console logs/errors, runtime/JS/react errors, mismatch warning, network traffic/log, HAR/pcapng export, hydration/blank-page debug, flash then blank/page broken, why is this not working/what's happening on the page, authenticated page, bot detection bypass, reproduce bug, drive native app, about to ask the operator to click/navigate/fill a form/log in/approve OAuth, OAuth consent flow, complete a web login, do this in your browser. NOT FOR residential-proxy crawling (BrightData) or social actor scraping (Apify).
Operate the OXYGEN Knowledge Graph: index-first retrieval, slug-addressed wikilinked pages, citations, durable write-back, revisions, sources, synthesis, canonical-copy proposals, and the disposable local mirror. Use for workspace company, ICP, positioning, offer, voice, prompt, rubric, or durable learning work.
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.
Turn supplied resources into practical reading notes: topics, interesting ideas, research leads, open questions, and homework todos. Use for articles, PDFs, docs, webpages, videos, transcripts, slides, meetings, books, RFCs, or talks. Do NOT use for code review or exhaustive transcripts.
Prevents citation hallucination in academic writing. Invoke when: finding papers to support a specific claim; verifying/checking/auditing existing citations or DOIs; confirming whether a paper actually says what the user claims it says ('is that what the paper says?', 'did they actually show X?'); adding a citation by describing a paper ('add a citation for the paper where X'); running a pre-submission reference sweep. Do NOT invoke for: formatting references in APA/IEEE style, general topic explanations, citation style questions, or prose editing. Selects Quick Screen (seconds per paper) or Full Audit (source-depth claim check) automatically.
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.