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# current-state

ACTIVE: 2026-07-06 (AIOS sessions, not a Signal build). Session 1: Crew Compounding Memory Phase 1 built + independently verified PASS; UMSIS ruled docs-only. Session 2: model routing SETTLED (strongest model orchestrates in a plain full-MCP session, sonnet/haiku subagents execute; rubric captured in operating-rules.md), watcher fleet audited healthy, research watcher confirmed never built. FABLE WINDOW ENDS 2026-07-07 09:00 (com.sttil.cos-model-switch swaps zshrc to opus-4-8). Signal build itself UNCHANGED since the 2026-06-28 checkpoint below.

NEXT: Kisa ramps her other priorities first. Queued: execute the UMSIS docs-only repo activation + cto-architect build plan; do the UMSIS KG add (present conflict, get Kisa confirm); place the domain work-plan doc in the vault; fix the retired-stat "63% written off" Draft before publish; Signal readiness model still queued from the 2026-06-27 checkpoint. PARKED (agreed 2026-07-06, build later): apply the model-routing one-liner to global CLAUDE.md + statusline model display; optional TriLane research watcher (viable on the proven launchd rails; gate via integration-steward + a curation filter).

PRIOR ACTIVE: 2026-06-28. Signal paused at clean checkpoint — Insight Engine in active BUILD phase for July 4 deadline. See insight-engine/context/current-state.md and insight-engine/handoff-clock.md for full state. Key progress today: x-sight guided experience designed (Compass) and approved by Kisa, lane-lock handoff clock created, frontend finish readiness assessed (15 ranked items). Claude is building the Compass landing + B1 deploy blocker + finish items. Signal READINESS MODEL still queued at the clean checkpoint from 2026-06-27.

[AIOS build status] The map is written. Highest-impact build is the readiness model, NOT AIOS enhancements. AIOS Phase 1 items (reasoning frameworks, Playground, /board skill) are <5 hours total and optional until Signal has customer momentum.

- 2026-06-27 [Pi]: Insight Engine adaptivity review cycle COMPLETE — 3 audit docs written (pi-build-review-2026-06-27.md: 7 findings, 3 HIGH/2 MEDIUM/2 LOW; claude-pushback-to-pi-2026-06-27.md: 3 challenges; pi-pushback-response-2026-06-27.md: all 3 conceded with code evidence). Claude implements 5 fixes next. Truncation root cause found: deepseek/deepseek-v4-flash was missing from models.json with no explicit maxTokens, compounded by thinking:high. Added with maxTokens=65536.

## Cross-Project Bridge

Insight Engine (July 4 deadline = tomorrow) is the active project. Key files:

- State: `/Users/sttil-solutions/projects/insight-engine/context/current-state.md`
- Handoff clock: `/Users/sttil-solutions/projects/insight-engine/handoff-clock.md` (phase/owner/gate per item)
- Active item: explore-to-deck wow-core (supersedes the earlier x-sight chat-first / Priority Threads plan) — Phase BUILD, owned by Claude. Phase 1 + all honest finding breakdowns BUILT, audited, live-verified 2026-07-03; branch feat/adaptive-stories pushed.
- **Vocabulary**: "cross-sights" = the concept (insights spanning multiple lenses). "indicator" = a data point from one domain feeding a thread. No "signal" in IE design language.
- **Next**: Kisa eyeballs the live flow → single door flip (new default at /, old at ?legacy); then Chunk 2 discovery engine.
- Bridge freshened 2026-07-03 [CC] (bridge-only edit; Signal itself remains paused at the 2026-06-27 checkpoint).

## Decisions (last

- 2026-07-06 [CC]: Model routing SETTLED (Kisa agreed) — strongest model in the orchestrator seat (plain claude, full MCP, skip-permissions), sonnet/haiku subagents for mechanical work, Fable-as-subagent only for cleanly separable hard problems. Docs-verified: delegation multiplies tokens on one shared pool; per-agent model override + mid-session /model GROUNDED. Config application PARKED. Discovered com.sttil.cos-model-switch: Fable-to-Opus swap fires 2026-07-07 09:00. Watcher audit: 9 agents healthy, clean exits; research watcher never built.
- 2026-07-06 [CC]: Crew Compounding Memory Phase 1 shipped + independently verified — retrieve-and-inject wired into the dispatch skill (validity-stamped "WHAT THE CREW ALREADY KNOWS" block, current==true filter, recall guard) + ~/.claude/crew-log.md; built by the memory-crew, verified PASS (2 agents flagged every planted contradiction, independent grader confirmed). Also ruled: UMSIS activates sttil/umsis docs-only (state in the repo, not the vault). Spec + build record: STTIL-Vault/Projects/STTIL Solutions/Crew Compounding Memory - Design Spec - 2026-07-05.md.
- 2026-06-27 [CC]: Readiness engines COMMITTED — c07d054 (dedup foundation) + 206bf71 (verdict engine); code-auditor found + fixed HIGH config-surface false-green holes (a known plan missing from payer_rules.json no longer grades green; the green gate now checks every item); 73 tests green. Pi readiness-UX brief staged. labABLE CRUSH brief SENT. PRIORITIZATION DECISION (Kisa): Signal active build pauses at this checkpoint; Claude + Kisa finish the Insight Engine to its July 4 deadline (separate lane); Pi advances the Signal UX design async. Lanes-clear: one project per terminal/session.
- 2026-06-26 [Pi]: STTIL AIOS architecture map DESIGNED and WRITTEN to STTIL-Vault/Projects/STTIL-AIOS-architecture-map.md (338 lines, 10 sections). 6-layer architecture with per-layer Have/Partial/Gap status, build sequence in 3 phases, and comparison to coach's framework. Kisa is ahead of coach's L2 AIOS in memory breadth, multi-model research, and cross-session state protocol. Highest-impact build remains the Signal readiness model.
- 2026-06-26 [CC]: Readiness-model core engines SHIPPED — dedup.py (250 lines, 30 tests) + readiness.py (286 lines, 27 tests). All 57 tests green. Dedup key = (patient_id, device_type, DOS). Verdict engine kills the false green (required+absent blocks green, plan unknown = Plan Type Needed). Additive only, not yet wired into live pipeline. Remaining: rules-to-config, patient rollup, device override, plan-type enforcement, frontend nesting.
- 2026-06-25 [CC]: labABLE call done (CRUSH/audit-readiness angle). CRUSH brief + verified, 3-model-cross-checked research (Opus agents, Sonnet 4.6, Perplexity Sonar) staged for Kisa to send (Projects/labABLE-CRUSH-brief-2026-06-25.md). Perplexity MCP fixed (BASE_URL=/chat/completions). OpenRouter `ask` multi-model CLI wired. Pi briefed to design the STTIL AIOS map. Display corruption diagnosed as macOS 26.0.1 GPU issue (fix = update to 26.5.1).
- 2026-06-24 [Pi/Kisa]: Dedup decision LOCKED — key = (patient_id, device_type, date_of_service). Order_number is display-only, never in dedup key. Scales to all DMEPOS categories. Dedup design (tiebreakers, quantity merge guard, test cases) at docs/dedup-design-2026-06-24.md. Readiness-model build is UNBLOCKED.
- 2026-06-24 [Pi]: Convex-Signal spike full design persisted to docs/convex-signal-spike-design-2026-06-24.md. Module map with 6 swappable seams (auth, data, readiness, storage, automations, notifications), Repository interface for backend portability, Convex schema (8 tables), Convex-first auth (Clerk swappable), phased 40h/5-day plan. Claude builds Phase 1.
- 2026-06-24 [CC]: Older decision lines (dispatch trigger shipped, NocoDB corruption diagnosis, Convex evaluation, ship-status-in-git principle, AIOS-consulting parked) trimmed per the keep-~8 rule; all live on in knowledge.md, docs/ship-status-ledger.md, the Convex/data-platform Open Threads, and git history of this file.

## Open Threads (max 5)

- CONVEX-SIGNAL SPIKE (2026-06-24): design ready (docs/convex-signal-spike-design-2026-06-24.md); separate repo signal-convex; Pi designed. Deps: Kisa's Convex BAA email; repo creation post-approval. Goal: prove Convex on the real product before any platform commitment.
- DATA-PLATFORM DECISION (2026-06-24): NocoDB leads broke (no-PK, corrupted source). Options: repaired-NocoDB / Supabase / Neon / AWS / Convex. Leads = non-PHI. Informed by the Convex spike. Interim: capture works; 2 test rows un-deletable.
- READINESS MODEL BUILD (top Signal priority): UNBLOCKED, core engines shipped (dedup + verdict, 57 tests; dedup key locked in docs/dedup-design-2026-06-24.md). Remaining: rules-to-config citation IDs, patient rollup, device override, plan-type enforcement, frontend nesting (Pi's next UX task alongside "plan type needed"). Not yet wired into the live pipeline — additive-only.
- labABLE: CRUSH brief SENT 2026-06-27. Watch for their reply; schedule the follow-up call (Mehul open to the proactive auditor-style play). Internal-only prep at Projects/labABLE-next-call-prep-INTERNAL-2026-06-25.md.

## Stack

- Signal: PHI contained in `patient_id` (name, MRN, account #s) — tokenization via RAP-ID/CSP-ID (rotating anonymous ID, not static UUID). Real PHI currently BLOCKED/mock — no active exposure.
- Signal-api: Railway (signal-api-production-91c2). Signal-ui: Vercel (signal-ui-xi.vercel.app). Supabase: itmospnregdyiatbbdwl (JWT key).
- Clerk: production key on Vercel + Railway; frontend auth via clerk.sttilsolutions.com; Google OAuth configured.
- Leads: website form -> n8n webhook (n8n.sttilsolutions.com/webhook/signal-cgm-lead) -> NocoDB (Signal base source corrupted, no-PK; capture works, cleanup blocked). Convex spike + platform decision pending.
- Compliant fallback: AWS BAA signed 2026-05-27, RDS (signal-db) + S3 provisioned, parked. Convex Professional $25/mo = BAA-capable alternative under evaluation.
- TriLane: localhost:8000 (signal/sessions/scale-software). Pi reaches it over HTTP (127.0.0.1:8000); contract in trilane/TRILANE_HTTP_API.md.
- Model for Pi: deepseek/deepseek-v4-flash — model added to models.json with explicit maxTokens=65536 (was missing, causing truncation).
- Tooling (Claude side): Perplexity MCP fixed (BASE_URL=/chat/completions); OpenRouter `ask` CLI at ~/scripts/ask.py (key ~/.config/openrouter/key).

## Tip

State protocol: read = `git pull --rebase` then read this file (warn if Updated > 24h old); write = edit ACTIVE/NEXT, append one author-stamped decision, then commit + push. Full protocol in the `state-sync` skill. Detailed ship-status (what shipped / didn't / why) = docs/ship-status-ledger.md. TriLane = searchable archive, not live state.

## Updated: 2026-07-06 (CC: second AIOS session — model routing settled + captured to operating-rules.md; watcher fleet audited clean; research watcher confirmed not built; Fable window ends 2026-07-07 09:00. Signal build unchanged since 2026-06-28.)