nautilus-review

nautilus-review is a Change & PR review skill for AI agents, published by nebulastream in the nautilus repository on GitHub. Skillspace rates nautilus-review D (63/100) and it passed the safety scan; the rating is based on static analysis only.

Review user-written Nautilus code (functions using `val<T>`, `static_val`, `invoke`, traced control flow, etc.) and propose strategies that improve tracing quality and the quality of generated code. Use when the user asks to review traced kernels, audit a Nautilus PR, evaluate a JIT-compiled function for tracing pitfalls, or asks about why a Nautilus function generates bad IR / slow code.

Grade
D
Quality
63 / 100
Safety
Passed
GitHub stars
35

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
90 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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