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docs(context): document the live HF discovery chain subjects - #2862

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Sep 1, 2026
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docs(context): document the live HF discovery chain subjects#2862
POWERFULMOVES merged 1 commit into
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docs/hf-discovery-subjects

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Adds hf.model.discovered.v1 (hf-agent → hf-research-agent) and hf.model.evaluated.v1 (hf-research-agent → model-registry G4) to the NATS subjects context — both missing despite the chain being live-validated on SPARK 2026-08-31 (2275 models discovered, scoring active at threshold 110). Companion to the PMOVES-autoresearch dossier fill (its fork PR #1).

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@github-actions github-actions Bot added the docs Documentation label Sep 1, 2026
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Reviewed commit: d6f56240f3

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**`compute.vllm.load.v1`** — Model load command (GPU orchestrator → vLLM worker)
**`compute.vllm.status.v1`** — vLLM instance status (vLLM worker → GPU orchestrator)
**`hf.model.discovered.v1`** — HuggingFace model discovery (hf-agent → hf-research-agent; live 2026-08-31, 2275+ models seen)
**`hf.model.evaluated.v1`** — Discovery scored against benchmark criteria (hf-research-agent → model-registry G4 auto-register; threshold 110)

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P2 Badge Document the actual 50-point registration threshold

For operators using this catalog to predict G4 registration, 110 is the maximum attainable evaluation score, not the auto-registration threshold. At this commit, HF_MIN_SCORE defaults to 50 in both Compose and hf-research-agent, while model-registry independently registers every evaluation scoring at least 50 and does not inspect passed; therefore models scoring 50–109 are auto-registered despite this entry. State 50 here, or distinguish the 110-point scale maximum from the pass and G4 thresholds.

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POWERFULMOVES merged commit e9f9f49 into main Sep 1, 2026
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POWERFULMOVES deleted the docs/hf-discovery-subjects branch September 1, 2026 04:03
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