Add AI research review workflows

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Advait Paliwal
2026-03-22 14:36:47 -07:00
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10 changed files with 163 additions and 4 deletions

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description: Design the smallest convincing ablation set for an AI research project.
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Design an ablation plan for: $@
Requirements:
- Identify the exact claims the paper is making.
- For each claim, determine what ablation or control is necessary to support it.
- Prefer the `verifier` subagent when the claim structure is complicated.
- Distinguish:
- must-have ablations
- nice-to-have ablations
- unnecessary experiments
- Call out where benchmark norms imply mandatory controls.
- Optimize for the minimum convincing set, not experiment sprawl.
- Save the plan to `outputs/` as markdown if the user wants a durable artifact.
- End with a `Sources` section containing direct URLs for any external sources used.