codingfox: Open Source AI Code Review Tool that Works Like Magic

by furudo-erika · Agent Tool · ★ 64

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Security audit verdict: SAFE ยท quality 63/100

None of the 42 rules matched โ€” no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars64
Forks7
LanguageTypeScript
CategoryAgent Tool
LicenseMIT
Quality Score63/100
Open Issues8
Last Updated2025-11-20
Created2025-09-21
Platformsnode
Est. Tokens~17k

About codingfox

๐ŸฆŠ CodingFox: AI Code Reviews โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆ โ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’ โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆ โ–’โ–’ โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆ โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’ โ–ˆโ–ˆโ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’โ–’โ–’ โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆ โ–ˆโ–ˆโ–’โ–’ โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–ˆโ–ˆโ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–’โ–ˆโ–ˆโ–ˆโ–ˆ โ–ˆโ–ˆ...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit โ€” we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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