karpathy-audit

karpathy-audit is a Change & PR review skill for AI agents, published by kinncj in the Heimdall repository on GitHub. Skillspace rates karpathy-audit D (57/100) and it passed the safety scan; the rating is based on static analysis only.

Audit code changes against Karpathy's 4 principles (Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution). Auto-called after Phase 5 IMPLEMENT; can also be invoked manually. Produces scored compliance report and blocks advancement if threshold not met.

Grade
D
Quality
57 / 100
Safety
Passed
GitHub stars
55

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

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

View source on GitHubkinncj/Heimdall

Our review

Architecture
87 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
AGPL-3.0
Adoption
Adopted by 2 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked 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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