You're mid-project, shipping fast with AI assistance, and the last thing you need is another framework to study. This bundle gives you the operational scaffolding to drop directly into your repo or Notion workspace and use on your next build – today. Five fill-in-the-blank documents covering the moments where AI-assisted development most often breaks down: inconsistent code reviews, untracked prompt decisions, unscored LLM outputs, skipped security checks, and missing project documentation. Plus a companion spreadsheet and a how-to-use PDF guide, both included in your download. No methodology to learn. No setup overhead. Open, fill in, ship. Note: the security checkpoint form covers operational hygiene for AI-assisted builds and is not a substitute for a formal security audit or compliance review.
What's included
- A Code Review Gate Checklist with structured criteria you can apply immediately to AI-generated code before it merges – so review decisions are consistent, not vibes-based
- An AI Prompt Audit Log for tracking the prompts you actually used, the outputs you accepted, and the reasoning behind key decisions – giving you a paper trail when something breaks or needs revisiting
- An LLM Output Eval Scorecard with fill-in fields for scoring model outputs against your own quality criteria – so you're evaluating outputs systematically instead of gut-checking them
- A Security Checkpoint Form covering the security review moments specific to AI-assisted builds – dependency hygiene, secret exposure, prompt injection surface area, and data handling – a structured form you complete at key project stages, not a general reading guide
- A Project Documentation Bundle with pre-structured templates for the three core docs every working AI-assisted project needs: README scaffold, decision log, and handoff summary – ready to populate with your actual project details
- A companion spreadsheet with one tab per template, pre-formatted with headers, dropdown status fields, and placeholder rows – included as a separate file in your download
- A how-to-use PDF guide with context, numbered usage steps, and common mistakes for each template section – included as a separate file in your download
