# Evaluation Set and Report

For self-directed implementation practice, use the
[fictional claims-denial case](claims-denial-practice-case.md) and
[optional technical labs](optional-technical-labs.md).

## Release decision

- Decision this evaluation informs:
- Exact candidate binding: code, configuration, data, model route, prompt or policy, tools, graders:
- Protected effects:
- Reference authority and independent approver:
- Adjudication path:
- Thresholds defined before execution:

## Case registry

| Case ID | Class | Workflow slice | Source revision | Expected result basis | Protected failure | Review status |
| --- | --- | --- | --- | --- | --- | --- |
|  | routine / boundary / adversarial / recovery |  |  |  |  |  |

## Evidence lanes

| Lane | Metric or contract | Threshold | Result | Evidence | Limitation |
| --- | --- | --- | --- | --- | --- |
| Deterministic contracts |  |  |  |  |  |
| Behavioral quality |  |  |  |  |  |
| Safety and authorization |  |  |  |  |  |
| Latency |  |  |  |  |  |
| Full cost |  |  |  |  |  |
| Human review and adoption |  |  |  |  |  |

Do not average protected failures into an aggregate pass.

## False-green checks

- Broken or mismatched citation:
- Stale approval:
- Duplicate effect:
- Cross-tenant source:
- Failed readback or rollback:
- Fixture or grader contamination:

Record whether each mutation makes the suite fail as intended.

## Result

- Candidate result: supports / does not support / inconclusive:
- Supported scope:
- Failed and borderline cases:
- Variance and repeat behavior:
- Cost and latency:
- Known limitations:
- Changes that require rerun:
- Reviewer and date:

Evaluation evidence supports a decision; it never grants release, customer acceptance, or effect authority.