Add task reliability ledger for publish-gate and Leonard scoring
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# Task Reliability Ledger
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**Purpose:** Make the ≥100 error-free executions rule and Leonard scoring **measurable**.
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Until a task type has documented runs, human approval remains required before any client-facing publish for that task type.
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**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.
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---
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## Publish-gate counters (automation eligibility)
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| task_type | runs | errors | last_error_date | notes |
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|-----------|------|--------|----------------|-------|
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| gbp_snapshot_ingest_r1_r3 | 0 | 0 | — | Leonard execution card only |
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| data_inventory_draft_l1a | 0 | 0 | — | Public baseline |
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| threat_register_draft_l2 | 0 | 0 | — | Diagnosis only |
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| review_reply_draft | 0 | 0 | — | Not auto-publish |
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| gbp_field_edit_draft | 0 | 0 | — | Not auto-publish |
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| qa_answer_draft | 0 | 0 | — | Not auto-publish |
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**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.
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---
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## Leonard / agent scored runs (rubric 0–2 × 5 criteria)
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| date | agent | client | task_type | score_total | zeros? | pass? | reviewer | notes |
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|------|-------|--------|-----------|-------------|--------|-------|----------|-------|
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| — | — | — | — | — | — | — | — | No scored runs yet |
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**Pass:** no zeros and total ≥ 7/10.
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---
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## How to log a run
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1. After human review of an agent draft, add one row to the appropriate table.
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2. If the draft required material correction for an error (see definition), increment `errors` and set `last_error_date`.
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3. Do not count unscored exploratory chat as a run.
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**Last updated:** 2026-08-02
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