aq129_chunk_and_interrogate_reference_corpus)Chunks multi-file reference bundles and transcripts into SWHID + 16-Cell Dyad units in 0 calls and enforces Socratic net-benefit non-regression.
Heading/prompt SWHID chunker, 16-Dyad classifier & net-benefit verifier (0 calls)
Substrate: file_cas · p99 Claim Target: ≤ 6 ms · Phase: 129 - 140 Bijective Edge Router, P2C Hash Ring, HOT Leases, 9->N Rubrics, System-1 & 3-2-1-1-0 WORM
Deep architectural trade-off interrogator & guardrail author
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
catalog_harvest_multimodal_timeseriesCommit Invariant: Normalizes image/audio/3D models and zero-shot MASE/CRPS time-series foundation models.
Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.
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