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
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.
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
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.
artifact_nutrition_holdout_liftCommit 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" }
}