Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps.
Read web pages and search the web through the workspace Load lane. A query or URL returns document outlines with refs; pass refs back to read the original text of the sections you need, batch several refs in one call, and follow nextRef only while more…
Parse local document files into LLM-ready content on the daemon itself — PDFs → Markdown / structured JSON (with bounding boxes) / page screenshots via the bundled `lit` CLI. PDF works out of the box, offline, zero external deps (Tesseract + PDFium are…
Persist and retrieve agent memory across sessions — recall via the three-stage protocol (structure route → semantic search → navigation fallback), read via memory_load, see the wiki structure via memory_browse, write well-placed pages via memory_write…
Generate real DOCX, PPTX, XLSX, PDF, CSV files using python-docx / python-pptx / openpyxl / reportlab by writing them into the dispatch artifacts dir, then explicitly deliver each one with `cloud deliver <abs-path>`. Use whenever the user asks for documents,…
Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens / voice / SOUL + the persona-skill capability boundary +…
Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.