0-Call Engine & Verification Slot
Cliché lexicon scanner, code-span masker & em-dash stripper (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 103 - 106 Humanize, Anti-Slop, UI Design Critique & Universal Agent Banner QA
Humanize Prose (aq103_humanize_public_prose)
Rewrites inflated AI filler, promotional puffery, and em/en-dashes into direct, concrete prose while protecting technical identifiers and negations.
Strip AI ClichésZero Em-Dash RulePlain Customer Words
Model-Guided Escalation & Synthesis Role
Plain-spoken technical & customer copy editor
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: legal_ofw_spdx_compliance
Commit Invariant: Hard-vetoes placement fee deductions or passport retention, enforces <=72h DPA breach notice clauses, and checks transitive SPDX compatibility.
Architectural Problem Solved: Protects vulnerable workers from fee traps and blocks copyleft or vendor-training clause leaks.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq103_humanize_public_prose/enqueue
{
"queue_category": "legal_ofw_spdx_compliance",
"priority": 80,
"payload": { "stage": "103", "objective": "Humanize Prose" }
}