Self-Improvement Evaluation

Use this skill when evaluating a bounded self-improvement candidate.

Evaluation Inputs

• candidate manifest
• baseline manifest
• current promotion policy
• synthetic scenario manifest
• optional held-out private scenarios

Required Output

Return one of:

• PASS_AUTO
• NEEDS_HUMAN
• REJECT