aq83_dataset_curate_row)Curates persistent datasets, download/scrape/pull recipes, and synthetic evaluation suites inside teleon_universal_records (datasets.teleon.dev) with zero extra SQL tables.
SPDX license, SHA-256/SWHID digest & flat dataset recipe registrar
Substrate: file_cas · p99 Claim Target: ≤ 6 ms · Phase: 83 - 86 Persistent Datasets, Dyad History Chunker, Public Scenarios First & Thin-Gate Audit
High-value benchmark, holdout & domain dataset curator
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
catalog_harvest_llm_slmCommit Invariant: Discovers, normalizes, and benchmarks cloud LLMs and CPU/GGUF/OpenVINO/ONNX SLMs.
Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq83_dataset_curate_row/enqueue
{
"queue_category": "catalog_harvest_llm_slm",
"priority": 80,
"payload": { "stage": "83", "objective": "Persistent Datasets & Recipes" }
}