What problem does it solve?
Security reviews often miss subtle vulnerabilities buried in large diffs or sprawling repositories. This Skill systematically investigates code changes and source files to surface technically plausible security finding candidates with concrete evidence, so nothing exploitable slips through before validation.
Core Features & Use Cases
- Diff-Scoped Discovery: Reviews PR, commit, branch, and local patch diffs by generating ranked file inventories and deep-reviewing every changed file plus its direct dependencies.
- Advisory-Seeded Scanning: Uses CVE, GHSA, and advisory context to seed discovery rows, keeping each seeded file, class, or hunk open until local code evidence closes it.
- Structured Candidate Output: Emits candidates with affected locations, attacker-controlled sources, vulnerable sinks, broken controls, CWE IDs, and plausibility evidence for downstream validation.
- Use Case: During a security scan of a large pull request, use this Skill to enumerate each independently reachable injection sink, auth bypass, or SSRF candidate as a separate ledger entry before handing the set to validation.
Quick Start
Use the finding-discovery skill to discover candidate security findings in the current repository or a given code change.