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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 229 OF 320 qualification_before_injection Critical path

Qualification-Before-Injection (<=2,048B) (aq229_qualification_before_injection)

Skips context injection when baseline pass >= 0.98 and entropy < 0.15 (saving +62% latency), enforces <=2,048B byte cap, and restricts placement to pre-turn.

+62% Latency Saved<=2,048 UTF-8 BytesStrictly Pre-Turn
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

0-call byte-length, baseline saturation & entropy abstention gate

Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 226 - 231 Dual-Resolution Muscle Memory, Fuzzy SimHash64 & Empirical Pareto Gates

AI Agent (0..1)

Model-Guided Escalation & Synthesis Role

Compact <=2,048B contract compressor

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

Enforced Category State Machine: qualification_before_injection

Commit Invariant: Bypasses injection when baseline_pass_prob >= 0.98 and ambiguity_entropy < 0.15, blocks cards > 2,048 bytes, and routes compact L1 Contract Cards strictly pre-turn.

Architectural Problem Solved: Eliminates +62% latency bloat on already-saturated tasks and avoids mid-turn context disruption.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq229_qualification_before_injection/enqueue
{
  "queue_category": "qualification_before_injection",
  "priority": 80,
  "payload": { "stage": "229", "objective": "Qualification-Before-Injection (<=2,048B)" }
}
← Stage 228: Multi-Model Pareto Non-Regression Gate View in Single-Page Master Blueprint Stage 230: 5,000 -> <=5 Consideration-Set Funnel →