Part of Run Product Management End to End With AI
Product Blueprint
Safety checkedAI Shipping
Document vibe-coded apps, audit security/performance, map test coverage, compile shipping packets. 2 skills, 5 commands.
What problem does this solve?
Makes AI-built code reviewable by documenting what the system should do, auditing the gap between intent and implementation, and mapping test coverage so vibe-coded apps become audit-ready.
How does it work?
Run /ship-check to reverse-engineer a repo into a complete shipping packet: architecture docs, permission flows, variables/secrets, test coverage map, plus conditional docs (emails, cron, SEO, automation). Then run /document-app, /security-audit-static, and /performance-audit-static to surface security risks, performance issues, and test gaps. Output: durable documentation, security findings, performance optimizations, and a test coverage map ranked by effort and impact.
Included Skills
No skills in this group
What's required to run this?
For Supabase, Firebase, or serverless apps, the toolkit covers architecture docs, API endpoints, and database schema mapping. For embedded agents or background jobs, conditional docs (automation, cron) are included.
Key Features
App Documentation
document-app: reverse-engineer codebase into architecture, flows, permissions, variables, and conditional docs (emails, cron, SEO, agents)
Shipping Artifacts
shipping-artifacts: define the durable documentation set every AI-built app needs for reviewability
Security Auditing
security-audit-static: map trust boundaries, cross-reference intent, report evidence-backed risks
Performance Auditing
performance-audit-static: find over-fetching, missing indexes, caching opportunities ranked by impact
Test Coverage Mapping
derive-tests: inventory existing tests, identify unverified gaps, recommend CI gates
About This Blueprint
- Industry
- Technology
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