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Owlpack SLMs scan your codebasewhile you sleep

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What scans your code every night

Five specialist agents run in parallel, each focused on a different domain. Findings are deduplicated, diffed against history, and ranked by severity.

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Security (Hunter)

[SECURITY]

Scans for vulnerable dependencies, leaked secrets, insecure patterns โ€” SQLi, SSRF, auth bypasses, misconfigs. Cross-referenced against live CVE feeds.

1 specialist

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Bugs (Tracker)

[BUGS]

Static + semantic analysis for null-reference risks, race conditions, off-by-one errors, bad error handling, and suspicious test coverage gaps.

1 specialist

๐Ÿ“ฆ

Dependencies (Keeper)

[DEPS]

Audits every package for updates, breaking changes, deprecation notices, and abandoned libraries. Prioritized upgrade plan ordered by risk and effort.

1 specialist

๐Ÿ”ง

Refactoring (Mason)

[REFACTOR]

Identifies duplication, coupling hotspots, long functions, and outdated patterns. Proposes structured diffs, not vague suggestions.

1 specialist

๐Ÿ“Š

Analytics (Scribe)

[ANALYTICS]

Code churn, review latency, test coverage trends, module ownership, and complexity drift. Answers โ€œwhich files are decaying fastestโ€.

1 specialist

FAQ

Owlpack clones your repository at the scheduled scan time, runs all agents in parallel, then deletes the clone. Each agent produces structured findings that are deduplicated, diffed against the previous scan, and ranked by severity before delivery.