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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 63 OF 320 exec_delegation_card_synthesis Async enhancement

Describe, Embed & LSH (aq63_describe_embed_and_lsh_index)

Extracts labels, keywords, descriptors, summaries, quantized embeddings, SimHash-256, 8 LSH band blocks, problem/solution/IO specs, and 5-level hierarchies.

8-Band LSH BlocksProblem / Solution / IOQuantized Embed
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

SimHash-256, 8-band FNV-1a LSH blocker & int8 Matryoshka encoder

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 61 - 64 Combinatory Remix & LSH-Indexed GitHub, Feed & Resource Graph

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Problem/solution/IO & 5-level taxonomy cartographer

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

Enforced Category State Machine: exec_delegation_card_synthesis

Commit Invariant: Caps delegation contracts at <=150 tokens with explicit owner, objective rubric, budget cap, and Means-vs-Ends escalation predicates.

Architectural Problem Solved: Replaces multi-day Slack/email relay loops with crisp, verifiable delegation contracts.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq63_describe_embed_and_lsh_index/enqueue
{
  "queue_category": "exec_delegation_card_synthesis",
  "priority": 80,
  "payload": { "stage": "63", "objective": "Describe, Embed & LSH" }
}
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