Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find…
Create, inspect, and update Obsidian JSON Canvas boards with text, file, link, group, and edge nodes. Use for canvas status, canvas lists, visual maps, zones, spatial layouts, adding vault notes or media to a .canvas file, and requests such as create canvas, add to canvas, or put this on the canvas.
Ingest supplied source material into an Obsidian vault with provenance and claim tracking: pasted text, files staged in the selected vault's inbox or .raw archive, or explicitly approved URLs. Use for a single source or bounded batch, not for saving an assistant answer. Triggers: ingest, ingest this file, ingest this…
Operate any Obsidian vault as a living, self-rewriting second brain (an evolution of Karpathy's LLM Wiki pattern: sources rewrite existing pages, contradictions reconcile automatically, scheduled agents maintain the vault while you sleep). Use this skill whenever the user asks Claude to read, write, update, search, or…
Extract structured knowledge from source material. Comprehensive extraction is the default — every insight that serves the domain gets extracted. For domain-relevant sources, skip rate must be below 10%. Zero extraction from a domain-relevant source is a BUG. Triggers on "/reduce", "/reduce [file]", "extract…
Challenge system assumptions against accumulated evidence. Triages observations and tensions, detects patterns, generates proposals. The scientific method applied to knowledge systems. Triggers on "/rethink", "review observations", "challenge assumptions", "what have I learned".
Initialize a PM Brain — a markdown-native second brain for a product operator (PM, product lead, founder, or anyone accountable for one product or initiative) doing judgment-heavy work with scattered inputs. Detects greenfield vs. migration mode, runs a focused interview, copies the deterministic scaffold into the…
OKF knowledge navigation. ALWAYS use this skill the moment a block appears in session context — it means the project has documented concepts and you must consult them before answering questions about data, schemas, metrics, APIs, or systems. Also trigger when the user asks about a table, column, metric definition…
Create or update a single OKF concept file from raw input. Use when the user wants to document a specific table, metric, API, service, or concept in the knowledge base — even if they say "add this to the okf", "documenta essa tabela", "cria um conceito pra isso", "adiciona no knowledge base", "register this API", or…
Scan the project and migrate existing documentation into OKF format. Use when the user wants to populate the knowledge base from existing docs, README, schemas, API specs, runbooks, or any structured project knowledge. Trigger on "migrate to okf", "populate the knowledge base", "scan my docs", "convert docs to okf"…
Run the LLM Wiki health check: orphans, broken links, contradictions, stale pages, index sync, MOC coverage, frontmatter fields, Exploration Gate, v5 verification fields, Bias Check, cross-vault links, and Core Context freshness; also responds to /lint and 위키 점검.
Re-snapshot Core Context.md from the 9 mothership system files and key essays when the mothership changes or the snapshot is older than 30 days; also responds to /refresh-context and 코어 컨텍스트 갱신.
Show the LLM Wiki state at a glance: counts, recent activity, index drift, inbox backlog, collectionPurpose/mainVault/explored/verificationStatus coverage, and Core Context snapshot age; also responds to /status and 상태 점검.
Declare and refresh a LOCAL MIRROR — a one-way local copy of a chosen zone of an internal tool (Notion today) replicated into this brain's vault as Markdown, so the LOCAL RAG can search and cite it OFFLINE. A mirror is a 'synchronized source' kept locally: copied once, then refreshed on demand. Use when the user wants…
Switch the ACTIVE UNIVERSE of this brain, or create a new one (ADR 0034). A universe is a soft retrieval scope (e.g. successive employers, clients, spheres): when you work one universe, searches default to its notes plus your cross-cutting ones. Use when the user wants to switch / change / set the current universe /…
Fan-out/fan-in architecture to pull in the DELTA of external sources (Slack, Google Drive / transcripts, Calendar, mail…) via parallel READ-ONLY sub-agents. Internal technical reference — it's the engine of Phase 2 of the main flow (question → sync sources in background) and of a possible morning briefing. Not a user…
An offline knowledge manager based on PARA, a way to organize information into Projects, Areas, Resources, and Archives. It organizes notes, searches them by meaning, and combines related information on the user's device.
Process an online course into detailed vault notes — one per lecture, with slides and transcripts synthesized. Use this skill whenever the user shares a course URL, syllabus page, or lecture playlist and wants structured notes from it. Also triggers on "process this course", "take notes on these lectures", "course…
Deep, iterative, multi-source research that explores a topic from multiple perspectives, detects contradictions, and produces a comprehensive vault note with fact-level citations and a confidence map. Use this skill whenever the user says /deep-research, "deep research X", "research X thoroughly", "investigate X…
Create slide presentations from topics, URLs, PDFs, git repos, or vault notes. Use this skill when the user asks to make slides, create a presentation, build a deck, or says "slides about X". Handles research, synthesis, outline, and creation. Default output is reveal.js HTML; pptx available on request. Also handles…