ThinkRail

How to use ThinkRail

1. Add plan tasks with ids, titles and dependency lists
2. Give each task a checkpoint question with 2 to 4 answer options
3. Press Validate plan to check ids, dependencies, cycles and questions
4. Open the Run tab and confirm each step in dependency order
5. Watch the learned profile rank your preferred options first
6. Export the plan, run log and learned profile as JSON

Features

• Plan-graph validation ported from the upstream pi-dag engine: duplicate ids, unknown endpoints and cycle detection
• Topological execution order computed with Kahn's algorithm
• Structured agent checkpoint questions with upstream validation rules
• Agent context envelope built from your answers, ready to paste
• Feedback-learning preference profile that reorders future options
• JSON export of plan, run log and learned preferences

Frequently asked questions