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Task Reliability Ledger

Purpose: Make the ≥100 error-free executions rule and Leonard scoring measurable.
Until a task type has documented runs, human approval remains required before any client-facing publish for that task type.

Error definition (default): Output that invents facts/numbers, mis-assigns Evidence Tier, includes solution language in Layer 1/2, omits required Snapshot Date / recency, violates template structure, or would be unsafe to show a client without correction.


Publish-gate counters (automation eligibility)

task_type runs errors last_error_date notes
gbp_snapshot_ingest_r1_r3 2 0 DS4FLASH0731 + Gemma4 both 9/10 PASS 2026-08-03
data_inventory_draft_l1a 1 0 Overcome Fitness; human accepted Draft Benchmark 2026-08-03
threat_register_draft_l2 1 0 Overcome Fitness; human accepted Draft Benchmark 2026-08-03
review_reply_draft 0 0 Not auto-publish
gbp_field_edit_draft 0 0 Not auto-publish
qa_answer_draft 0 0 Not auto-publish

Rule: A task_type may bypass human approval only after ≥100 completed runs with zero errors for that exact task_type, documented here. Reliability does not transfer across task types.


Leonard / agent scored runs (rubric 02 × 5 criteria)

date agent client task_type score_total zeros? pass? reviewer notes
2026-08-03 DS4FLASH0731 (Leonard caveman) Overcome Fitness gbp_snapshot_ingest_r1_r3 9/10 No Yes Director (Grok) R1+R2 correct; R3 off. Phone redacted. Template 1/2.
2026-08-03 Gemma4 (Leonard caveman, RTX 3060 path) Overcome Fitness gbp_snapshot_ingest_r1_r3 9/10 No Yes Director (Grok) Same band as DS4FLASH. R1+R2 correct. Phone redacted. Template 1/2.

Pass: no zeros and total ≥ 7/10.


Process log (first real client)

2026-08-03 — Overcome Fitness (first real non-Phoenix cold audit)

What happened

  1. Human filled GBP observations (Maps).
  2. Intake corrected live; form/template/card → v1.1.
  3. Data Inventory + Threat Register drafted (T-002 update, T-011 new).
  4. Scored Leonard runs: DS4FLASH0731 9/10 PASS; Gemma4 9/10 PASS.
  5. Human accepted Draft Benchmark (not Locked).
  6. Next collection: social surfaces (Director-led).

Last updated: 2026-08-03


How to log a run

  1. After human review of an agent draft, add one row to the appropriate table.
  2. If the draft required material correction for an error (see definition), increment errors and set last_error_date.
  3. Do not count unscored exploratory chat as a run.