Experiment Review | Agent Skills Atlas

About this skill

Use when about to declare verdict='supported' on any experiment in a quant-research project (mandatory co-gate with bugreview; both must pass). Also use when the user asks for a review of a notebook / experiment / project, at end-of-research-cycle gates, before external sharing / publication / any deployment recommendation, and when inheriting a notebook that needs a fresh-eyes assessment. Asks whether the claim is warranted by what was actually tested — distinct from bugreview which asks whether the implementation is correct. Both layers required for verdict='supported'.

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Review, license & listing details

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 62460fb342d751294663324995b0d707920669adc7c0f58cd3252ca301af8173

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Original listing metadata

Original name

experiment-review

Original description

Use when about to declare verdict='supported' on any experiment in a quant-research project (mandatory co-gate with bug_review; both must pass). Also use when the user asks for a review of a notebook / experiment / project, at end-of-research-cycle gates, before external sharing / publication / any deployment recommendation, and when inheriting a notebook that needs a fresh-eyes assessment. Asks whether the claim is warranted by what was actually tested — distinct from bug_review which asks whether the implementation is correct. Both layers required for verdict='supported'.

About this listing

Category: Science & research
Reported license: Not specified
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.