Didactopus/.update_readmes/20260314_131859__110-didactopus-curriculum-path-quality-update__README.md

Didactopus

Didactopus is a local-first AI-assisted autodidactic mastery platform built around concept graphs, evaluator-driven evidence, adaptive planning, mastery ledgers, curriculum ingestion, and human review of generated draft packs.

This revision

This revision adds a curriculum path quality layer.

The goal is to analyze whether a pack's roadmap looks like a sensible learner progression rather than merely a list of stages.

What is included

• curriculum path quality analysis module
• heuristic checks for stage progression quality
• path-quality findings included in import preview
• UI display for curriculum path warnings
• sample packs and tests

Current path-quality checks

This scaffold includes checks for:

• empty stages
• stages with no checkpoint activity
• concepts never referenced in checkpoints or projects
• capstones/projects placed very early
• dead-end late stages with no assessment density
• suspicious stage-size imbalance
• abrupt prerequisite-load jumps across stages