octopus: AI-powered PR review tool — multi-armed code analysis, no bug escapes

by octopusreview · Agent Tool · ★ 109

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Security audit verdict: SAFE · quality 62/100

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.

aicode-qualitycode-reviewdeveloper-tools

Quick Facts

Stars109
Forks23
LanguageTypeScript
CategoryAgent Tool
Quality Score62/100
Open Issues136
Last Updated2026-10-10
Created2026-03-19
Platformsnode
Est. Tokens~15k

About octopus

Octopus AI code review for your pull requests. Get a review summary, severity-ranked findings and suggested fixes in GitHub, GitLab, Bitbucket or Forgejo. Try Octopus Cloud · Self-host Octopus · Documentation An actual inline finding from public PR #744. The author confirmed the fix. Captured 11 September 2026. Choose your offering M

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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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