Process unprocessed transcripts in system/intake/ into atlas/meetings, atlas/decisions, atlas/people updates, and gtd/inbox proposals. Uses Gemini 3.1 Flash Lite as the structured extractor (~$0.002/transcript, 4s latency) and Claude for vault integration (wikilink resolution, matching cross-updates, file ops, verification). Operator-confirmed per transcript. Honors matching, action-item ownership, source-documentation, and the source-processing-pattern intake → process → archive flow.
Pull raw verbatim transcripts from Granola (meetings, notes, phone calls), Google Meet standalone Transcript Docs, AND the verbatim Transcript tab inside "Notes by Gemini" Docs — into system/intake/ via three ETL scripts. Pure script orchestration — no AI synthesis, no tokens spent on extraction. Idempotent (skips already-pulled). Default lookback 7 days; flags for 14d / backfill / dry-run / status / single-source. Use when the operator says "get transcripts", "pull transcripts", "grab the last N days of transcripts", or before /process-transcripts.
Unpack complex work or a dense topic one idea at a time, checking comprehension at each step rather than delivering a wall of text. Use when the operator asks to "unpack", be "caught up", or "walked through" something — and offer it proactively before any recap, plan, or explanation long enough to overwhelm in a single message.
Owner-only release management for WorkDesk OS at BenaliHQ/workdesk-os. Pre-merge gate, release cut via scripts/release.sh, post-release smoke test against a pinned canary vault, and rollback. Use ANY time work is being landed into the workdesk-os repo or a release is being cut — downstream operators receive these changes via /update. Trigger phrases — "add this to workdesk", "get this into workdesk", "merge this to workdesk", "ship this to workdesk", "land this in workdesk", "cut a workdesk release", "release workdesk os", "tag a workdesk release", "smoke the workdesk release", "rollback the workdesk release". Also auto-trigger when working in /Users/khalilbenali/code/workdesk-os and the operator says anything about merging, shipping, releasing, or landing changes. Owner-only — not for downstream operators.
Safely start, resume, inspect, and finish isolated repo work when the operator says "work on <repo>", "start working on", "pick up <task>", "parallel session", "is anyone else working on", or "hand this off / I'm done with this task".
Plan, organize, and pressure-test multi-step projects with the GTD Natural Planning Model. A skill family: `/pobo` (guided plan), `/pobo organize` (restructure a brief/brainstorm into clean phases), `/pobo review` (adversarially pressure-test a plan). Use `/pobo --lite` for fast low-stakes planning.
Generate today's daily plan via the daily-plan signal, then surface session-entry items (unprocessed transcripts, intake, due signals). Run first thing in a session, or when context shifts mid-day. Updates state/signals.json after writing.
Five-phase calm orientation for a freshly bootstrapped vault. Silent doctor self-check, welcome, operator-profile interview, brief zone tour, then graduate by either planning a real project with /pobo or starting today's daily note. One question per turn. Idempotent and resumable. Sub-commands --status, --restart, --update-profile.