diff --git a/TODO.md b/TODO.md
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@@ -65,7 +65,7 @@ Tasks with no open blockers - ready to work on. Use `/ready` to refresh this lis
   - [x] t1083.2 Update model docs — 18 .md files + configs + templates. ~30m ref:GH#1580 pr:#1594 completed:2026-02-18
   - [x] t1083.3 Verify fallback chains still resolve correctly — shellcheck passes, hardcoded fallbacks correct. ~15m ref:GH#1581 pr:#1595 completed:2026-02-18
 - [x] t1084 Fix auto-update-helper.sh CodeRabbit feedback from PR #1591 — 3 issues: (1) non-numeric AIDEVOPS_SKILL_FRESHNESS_HOURS crashes under set -e (needs input validation), (2) help text documents --auto-update --quiet but actual invocation passes check --auto-update --quiet (mismatch), (3) pgrep -f pattern matching concern. #bugfix #skills #auto-dispatch ~30m (ai:20m test:10m) model:sonnet ref:GH#1596 assignee:marcusquinn started:2026-02-18T00:26:40Z logged:2026-02-18 pr:#1597 completed:2026-02-18
-- [ ] t1085 Supervisor Intelligence Upgrade — add opus-tier AI reasoning to supervisor pulse cycle (Phase 14). AI reviews open issues, verifies closed PRs, comments on issues, creates/decomposes tasks, reasons about priorities, identifies efficiency gaps, and creates self-improvement tasks. Uses existing mailbox, memory, and pattern tracker infrastructure. Additive to mechanical phases (0-13). #feature #supervisor #ai #orchestration ~15h (ai:10h test:4h read:1h) model:opus ref:GH#1599 logged:2026-02-18 → [todo/PLANS.md#2026-02-18-supervisor-intelligence-upgrade]
+- [x] t1085 Supervisor Intelligence Upgrade — add opus-tier AI reasoning to supervisor pulse cycle (Phase 14). AI reviews open issues, verifies closed PRs, comments on issues, creates/decomposes tasks, reasons about priorities, identifies efficiency gaps, and creates self-improvement tasks. Uses existing mailbox, memory, and pattern tracker infrastructure. Additive to mechanical phases (0-13). #feature #supervisor #ai #orchestration ~15h (ai:10h test:4h read:1h) model:opus ref:GH#1599 logged:2026-02-18 pr:#1607,#1609,#1612,#1616,#1617,#1627,#1635 follow-up:pr:#1640,#1641,#1642,#1643 completed:2026-02-18 verified:2026-02-18 → [todo/PLANS.md#2026-02-18-supervisor-intelligence-upgrade]
   - [x] t1085.1 AI Supervisor context builder — create supervisor/ai-context.sh that assembles project snapshot (open issues, recent PRs, TODO state, DB state, patterns, memory) into structured markdown < 50K tokens. #auto-dispatch ~2h model:sonnet ref:GH#1600 pr:#1607 completed:2026-02-18
   - [x] t1085.2 AI Supervisor reasoning engine — create supervisor/ai-reason.sh that spawns opus session with context, reasons about 7 areas (solvability, verification, linkage, communication, priority, efficiency, self-improvement), outputs structured JSON action plan. Efficiency guards: has_actionable_work() pre-flight, lock file concurrency. #auto-dispatch ~3h model:opus blocked-by:t1085.1 ref:GH#1601 pr:#1609 completed:2026-02-18
   - [x] t1085.3 Action executor — implement validated action types: comment_on_issue, create_task, create_subtasks, flag_for_review, adjust_priority, close_verified, request_info, create_improvement, escalate_model. Integrates with mailbox (send action results), memory (store decisions), pattern tracker (record outcomes). Uses pattern data for model tier selection on created tasks. #auto-dispatch ~3h model:sonnet blocked-by:t1085.2 ref:GH#1602 assignee:marcusquinn pr:#1612 completed:2026-02-18