What problem does it solve? Manual security reviews often miss vulnerabilities because reviewers sample code instead of sweeping it systematically, and generic checklists ignore the project's actual stack. This Skill performs a stack-adaptive security audit that first detects the language, framework, ORM, auth mechanism, and deploy files, then translates five canonical failure classes into stack-specific checks. ## Core Features & Use Cases - Stack-Adaptive Detection: Reads package.json, go.mod, requirements.txt, and deploy files to map generic vulnerability classes to the project's real isolation and auth mechanisms. - Five Verified Failure Classes: Sweeps for missing tenant/owner isolation, browser-only privilege gates, IDOR, hardcoded or git-history secrets, and unsanitized input/XSS, handler by handler. - Evidence-Backed Reporting: Produces findings with file:line evidence, confidence levels, severity ratings, a strengths section proving coverage, prioritized recommendations, and ready-to-file GitHub issues. - Use Case: Before launching a multi-tenant SaaS feature, run the audit to verify every list, aggregation, and export query filters by tenant, every admin UI gate has a server-side check, and no JWT secret defaults leak through docker-compose. ## Quick Start Ask the agent to run a security audit on this repository and produce a report with evidence-backed findings and GitHub issues.