| name | autoacad-plan |
| description | Use when designing experiment plans, baselines, ablations, compute budgets, and project structure for a research-paper project. |
AutoAcad Plan
Overview
Use this stage to convert ideas into an executable experiment program.
Workflow
- Read the method concept and literature synthesis together.
- Design datasets, task definitions, baselines, proposed method variants, ablations, metrics, risks, and compute budget.
- Require strong baselines. Do not accept obviously weak or untuned comparators.
- Require ablations for every claimed effective component.
- Define evidence coverage up front:
- What tables are needed?
- What plots are needed?
- What statistical checks are needed?
- Create a pilot run plan first. Estimate total runtime before scaling.
- Write the stage plan into
plans/ and update PROGRESS.md.
Deliverables
- Experiment plan YAML or equivalent structured artifact.
- Resource schedule with dependencies and estimated runtime.
- Explicit go/no-go criteria for the first pilot.