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LLM model registry needs evidence review #2842

Description

@github-actions

Maint-77 found an overdue/unproved selection or provider catalog drift.
Catalog additions are candidates only and must not be auto-selected.

Follow docs/MODEL_SELECTION_POLICY.md: refresh facts, run the paired
adjudicated benchmark, attach evidence, and update the explicit selection
and review date. Maint-68 then propagates the registry.

Findings:

{
  "fresh": false,
  "ok": true,
  "blocking": [],
  "advisory": [
    {
      "kind": "review_overdue",
      "detail": "registry review is overdue by 3 day(s) (review_by=2026-07-24, today=2026-07-27)."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/openai review was due 2026-07-24."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/anthropic review was due 2026-07-24."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/github-models review was due 2026-07-24."
    }
  ],
  "findings": [
    {
      "kind": "review_overdue",
      "detail": "registry review is overdue by 3 day(s) (review_by=2026-07-24, today=2026-07-27)."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/openai review was due 2026-07-24."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/anthropic review was due 2026-07-24."
    },
    {
      "kind": "provisional_overdue",
      "detail": "selection verifier-balanced/github-models review was due 2026-07-24."
    }
  ]
}

Catalog discovery:

{
  "schema": "workflows-model-catalog-discovery/v1",
  "generated_at": "2026-07-27T06:31:31.505067+00:00",
  "drift": true,
  "providers": [
    {
      "provider": "openai",
      "status": "current",
      "added_candidates": [],
      "removed_from_catalog": [],
      "observed_count": 129,
      "note": "Catalog changes require benchmark review; they do not auto-promote models."
    },
    {
      "provider": "anthropic",
      "status": "drift",
      "added_candidates": [
        "claude-opus-5"
      ],
      "removed_from_catalog": [],
      "observed_count": 11,
      "note": "Catalog changes require benchmark review; they do not auto-promote models."
    },
    {
      "provider": "github-models",
      "status": "current",
      "added_candidates": [],
      "removed_from_catalog": [],
      "observed_count": 15,
      "note": "Catalog changes require benchmark review; they do not auto-promote models."
    }
  ]
}

Run: https://github.com/stranske/Workflows/actions/runs/
30243010697

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