reflecting

What problem does it solve?

It reduces inconsistent project outcomes by forcing a structured review after every completed task and turning lessons learned into actionable improvements.

Core Features & Use Cases

• Definition of Done review: Validates that completion criteria were truly met.
• Test, security, and reflection artifacts: Verifies tests pass, checks for security vulnerabilities, and writes a reflection document to capture what happened.
• Class A/B self-evolution proposals with safety gates: Proposes improvements, routes Class A for approval, blocks risky operating-model changes (Class B) until the PRD/contract is updated, and enforces a stack-agnostic gate plus regression-proofing via bats.

Quick Start

Ask your AI operator to run the archive reflection step by completing a task with Datarim so Step 0.5 generates the reflection and follow-up backlog items automatically.