Individual skill
review
General-purpose cross-model review — Review LLM independently reviews any research artifact, outputs structured scores, wiki entity mapping, and improvement suggestions
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# /review
> Review any research artifact (idea, proposal, experiment plan, paper draft, method) using cross-model review.
> Uses Review LLM as an independent reviewer. Outputs a structured score, actionable improvement suggestions,
> and a mapping to wiki entities (which ideas/methods need strengthening, which gaps are discovered).
> Supports three difficulty levels (standard / hard / adversarial) and four review focuses.
> Can be used standalone or called by /ideate, /refine, /exp-design.
## Inputs
- `artifact`: the artifact to review, one of:
- slug of a wiki page (e.g. `sparse-lora-for-edge-devices`, searched in ideas/experiments/methods/)
- file path (e.g. `wiki/outputs/paper-draft-v1.md`)
- free text (directly pasted proposal or idea description)