GitHub

Change Request ➔ HITL Checklist

Analyze codebase change requests to generate structured risk levels, review gates, and human-in-the-loop (HITL) checklists.

1. Describe the Planned Change
2. Generated HITL Checklist Gates

Click Analyze Change to compile review checklist

How It Works

This demo parses keywords inside planned changes (e.g. routing, stylesheet, css, delete, refactor, config) to calculate the potential risk profile. It applies a rules-based taxonomy to output required verification checks and human review checkpoints before deployment.

Use Cases

  • Validating code changes against project safety constraints before pushes.
  • Auto-generating PR checklist descriptions.
  • Structuring gate checks for automated release workflows.

Planned CLI

Deploy verification checkpoints offline inside your local workspace via our planned command:

Planned install command: pip install tesserakit-core