pipeline-walk

What problem does it solve?

Walks readers through a research paper's method end-to-end, presenting each stage in the paper's own order with motivation, intuition, scenario grounding, and explicit bridges between steps.

Core Features & Use Cases

• Stage-by-stage walkthrough aligned to the paper's structure, ensuring no steps are skipped.
• Each stage includes motivation, intuition + scenario, canonical-form-first derivation, term dissection, and a bridge to the next stage.
• Self-checks per chunk (math-explain style checks, zero-jump checks, and concise-complete validation) to enforce rigorous, teachable progression.

Quick Start

Invoke the walk with a target paper to generate a stage-by-stage method walkthrough.