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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 66 OF 320 artifact_nutrition_holdout_lift Async enhancement

Note Seed & Expand (aq66_seed_and_expand_from_note)

Turns shared Store S16 notes or live tasks into deduplicated seed queue rows and bounded 1-item-per-row flat expansions without triggering code CI.

Note-to-Seed IgniteBounded Flat ExpandZero-CI Fast Lane
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Heading/checklist seed extractor, dedupe hasher & flat expander

Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 65 - 68 Sync Notes, Seed & Expand, Converse Bilaterally & Bridge 39+ Fleet

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Multi-harness seed ideator & subtask decomposition planner

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: artifact_nutrition_holdout_lift

Commit Invariant: Measures paired (with - without) task pass delta, token delta, and sample count N on held-out tasks unseen during skill authoring.

Architectural Problem Solved: Replaces vanity star counts and self-graded prompts with empirical trust nutrition labels.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq66_seed_and_expand_from_note/enqueue
{
  "queue_category": "artifact_nutrition_holdout_lift",
  "priority": 80,
  "payload": { "stage": "66", "objective": "Note Seed & Expand" }
}
← Stage 65: Sync Managed Note View in Single-Page Master Blueprint Stage 67: Bilateral Turn & Mailbox →