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Use when interpreting an ICON PE solver evaluation to update optimizer guidance.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Use when creating new subagents, editing existing subagents, or verifying subagents work before deployment
Use when choosing, editing, or overriding EvE driver settings for codex_smoke, codex_max, or interactive/debug runs.
Use when an Eve agent is behaving wrong (stuck, gaming the score, bad reasoning) and you need to read its own rollout to find out why
Use when implementing a sanity check subagent for the phase 2 optimization in Eve loop.
Use when implementing a subagent.
| name | read-eval |
| description | Use when interpreting an ICON PE solver evaluation to update optimizer guidance. |
Use this skill when a solver eval or historical solver log needs to inform the next optimizer update.
score, score_metric, score_components, and quest_qoi_v_by_demo from logs/evaluate/eval_summary.json or score.yaml.mean_d1_d10.mean_d1_d4 and the full d1..d10 curve before declaring a change promising.d10.Primary references:
guidance/docs/problem.mdguidance/docs/directions.mdguidance/docs/mutation_surface.mdguidance/docs/literature_notes.md