adamsreview: Multi-lens code review pipeline for Claude Code: deep review, auto-fix loop, interactive walkthrough, external

by adamjgmiller · Claude Skill · ★ 243

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install adamsreview

/plugin marketplace add adamjgmiller/adamsreview
/plugin install adamsreview@adamsreview

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — 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

Stars243
Forks7
LanguageShell
CategoryClaude Skill
LicenseMIT
Quality Score66/100
Open Issues5
Last Updated2026-05-17
Created2026-04-18
Platformsclaude-code, cli, codex
Est. Tokens~16k

About adamsreview

adamsreview Multi-stage code review for Claude Code — parallel sub-agent detection, validation passes, persistent JSON state, and an automated fix loop that re-reviews and reverts regressions before committing. On my own PRs, it's been catching dramatically more real bugs than Claude Code's built-in , , CodeRabbit, Greptile, and Codex's built-in review — while producing fewer false positives.

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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 — 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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