agent-eval

Use for raster image generation or editing through a Codex-compatible image API: photos, illustrations, mockups, icons, textures, transparent cutouts…

Route a requested development workflow across requirements, behavior, planning, acceptance, implementation, and review.

Use when the user requests a codebase or branch improvement audit, including explicit $agent-improve.

Review a concrete specification, plan, diff, implementation, or result against its goals and evidence.

Define observable behavior, scope, non-goals, interfaces, and relevant failure boundaries from a request or existing requirements.

Implement, debug, refactor, or migrate code with grounded scope and verification.

Create a practical implementation plan from a request, specification, or current source.

Create or maintain source-backed architecture, operation-flow, call-path, and technical documentation when requested or when a change makes existing project…

Investigate a question deeply through evidence, assumptions, counterexamples, and causal tests.

Expand a user need into a reasoned requirement tree, prune alternatives, and produce a clear requirements document with Mermaid.