AC4E_Padova

Use for read-only checks of economics datasets, data maps, variable coding, panel balance, sample restrictions, and synthetic-data caveats before estimation or replication.

Use when a task has explicit, mechanically checkable acceptance criteria and the agent should iterate implement, verify, and revise until GREEN or a maximum of three iterations is reached.

Use to polish author-owned economics prose in Markdown or LaTeX while preserving meaning, citations, estimates, and identification caveats. Trigger on polish paper, improve prose, deslop, edit abstract, edit introduction, or referee-response wording.

Use for pre-submission economics paper review, referee-style reports, identification checks, and response-to-referee planning on author-owned, public, or approved material.

Use when asked to verify reproducibility, audit a replication package, check a clean run, validate run instructions, or review before sharing research code.

Use for planning a nontrivial economics research change before editing: empirical specs, data pipeline changes, robustness checks, paper sections, or referee-response tasks. Trigger on research-sdd, spec, design memo, requirements, robustness plan, or implementation plan.

Use when a task has explicit, mechanically checkable acceptance criteria and the agent should iterate implement, verify, and revise until GREEN or a maximum of three iterations is reached.

Use when asked to verify reproducibility, audit a replication package, check a clean run, validate run instructions, or review before sharing research code.

Use for planning a nontrivial economics research change before editing: empirical specs, data pipeline changes, robustness checks, paper sections, or referee-response tasks. Trigger on research-sdd, spec, design memo, requirements, robustness plan, or implementation plan.