AI Team Productivity System

GTD + ICOR  ·  Solopreneur Loop  ·  Working Sketch

GTD — David Allen ICOR — Tom Solid Larry (Orchestrator) + Specialists
01 Capture Input
📱 iPhone / Notion voice Notion Inbox
📂 Files, screenshots, links Team Inbox (local)
💬 Direct conversation Claude Code chat
Loop 1 fixed: all capture channels route to a known inbox input loop closed
Phone context Voice, Notion app
02 Process Clarify + Organize
🤖 Larry triages all inputs every session
Clarifies ambiguous items before routing
🗄️ Logs task to team.db title · assignee · priority
Loop 2 fixed: task logged AND dispatched in same step — no queue-only logging delegation loop closed
Desktop context Claude Code session open
03 Execute Do
📋 Specialist receives structured brief
⚙️ Does the work research · writing · code · design
📤 Returns deliverable
AI-only zone No Alan input needed
04 Output Visible
📄 Deliverable Notion page + accessible URL
Task marked complete in team.db
📊 Notion Agent Status Board updated
Loop 3 fixed: no local-only files — Notion URL required before "delivered" status visibility loop closed
Phone readable Notion URL accessible
05 Review Reflect
🌅 Session open morning brief · open tasks · pending deliverables
🌙 Session close sweep threads · log session · archive done work
💡 Mid-session durable insights logged to session_logs
Desktop context Start / close session
06 Engage Alan Acts
📱 Phone read Notion deliverables · drop voice captures · quick task review
🖥️ Desktop full Claude Code sessions · deep work · specialist briefings
Engage feeds back into Capture — the loop is continuous
Both contexts Device determines depth
Input loop closed
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Delegation loop closed
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Visibility loop closed
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Engage feeds back to Capture
Three Broken Loops — Design Intent
1. Input — captures got lost; fixed by routing all channels to a named inbox
2. Delegation — tasks logged but never dispatched; fixed by requiring immediate routing
3. Visibility — deliverables landed locally; fixed by requiring Notion URL before "done"
Device Context Split
Phone — Capture + Engage (read, drop, review)
Desktop — Process + Review + deep Engage
Execute + Output — AI-only, no device constraint