What problem does it solve?
This skill enables careful, colleague-style evaluation of research papers, preprints, and technical studies, assessing whether methodology and claims are supported, and distinguishing genuine weaknesses from standard limitations.
Core Features & Use Cases
- Structured critique framework: follows a disciplined approach to identify contribution, evidence, and limitations.
- Evidence-vs-mechanism separation: clarifies when a claim is supported by data versus when a proposed mechanism is speculative.
- Transparent conclusions: summarizes what holds up under scrutiny and what remains open to further work.
- Use Case: a researcher submits a paper; the skill generates a balanced critique highlighting key contributions and credible caveats that guide revisions.
Quick Start
Provide the target paper and ask for a critical evaluation of its methodology, evidence, and overall contribution.