Agentic Eval

Use structured evaluation loops to improve important outputs before you call them done.

• Leverage native parallel subagent dispatch and 200k+ context windows where available.

When to Use

Use symptom -> action triggers: when one matches, apply this skill and verify with the protocol below.

• A task is quality-critical and a single pass is too risky.
• You need repeatable acceptance criteria for code, docs, analysis, or plans.
• You want a reviewer or judge step that is separate from generation.
• You need to compare multiple candidate outputs against the same rubric.

Core Loop