Part of Run Product Decisions End to End With PM Frameworks
Engineering Blueprint
Safety checkedShip AI-Built Code With Documentation and Audits
2 skills and 5 commands for documenting vibe-coded apps, auditing security/performance, mapping test coverage, and producing shipping packets.
What problem does this solve?
Restores reviewability to AI-built code by documenting intent (what the system should do, who may do what, where secrets live, which rules are actually verified) and auditing the gap between documented intent and actual code. Generic security scanners miss intent-vs-implementation bugs that this kit catches.
How does it work?
Use /ship-check to turn a vibe-coded repo into a reviewer-ready packet (document, audit security/performance, map test coverage), /document-app to reverse-engineer durable system docs (architecture, flows, permissions, secrets), /derive-tests to turn intent into a test-coverage map, /security-audit-static for intent-informed security analysis, /performance-audit-static for over-fetching and indexing issues. Output: architecture docs, permission matrices, test-coverage maps, security audit reports with evidence, and performance findings ranked by effort/impact.
Included Skills
No skills in this group
What's required to run this?
Designed for AI-built code (Claude Code, Codex, etc.) where speed and code volume outpace documentation and testing discipline. Reverse-engineers intent from code and compares to docs to find the class of bugs generic scanners miss.
Key Features
System Documentation
Core docs (architecture, flows, permissions, variables) plus conditional docs (emails, cron, SEO, automation).
Intent vs Implementation
Find gaps between what docs say the system does and what code actually does, with cited evidence.
Security Audit
Static analysis mapping trust boundaries, cross-referencing intent, and reporting evidence-backed risks only.
Performance Audit
Static analysis for over-fetching, missing indexes, caching opportunities, ranked by effort/impact.
Test Coverage Mapping
Inventory existing tests, separate from proposed tests, identify unverified gaps, recommend CI gates.
About This Blueprint
- Industry
- Technology
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Ishani D.
Account Manager at G2