Use when bootstrapping a new personal wiki for any knowledge domain — research, codebase documentation, reading notes, competitive analysis, or any long-term knowledge accumulation project.
Use when adding a new source to a wiki — a paper, article, URL, file, transcript, or any document. One ingest may touch 5-15 wiki pages.
Use when auditing a wiki for health issues — contradictions between pages, orphan pages, broken cross-references, stale claims, missing pages, or coverage gaps. Run after every 5-10 ingests.
Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki pages first.
Use when revising existing wiki pages because knowledge has changed, a new piece of information updates or contradicts existing content, or the user wants to directly edit wiki content with LLM assistance.
Browser automation via the agent-browser CLI. Use when you need to browse the web for research or fact-checking, extract real-time information from URLs, verify claims against live web pages, scrape structured content from websites, or interact with web apps. Triggered by tasks like searching the web, checking live sources, fetching content from a URL, browsing and summarizing, or looking up current information online.