Didactopus/README.md

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# Didactopus
**Didactopus** is a local-first AI-assisted autodidactic mastery platform.
This revision adds an evidence-driven mastery engine on top of the adaptive learner model.
## Added in this revision
- evidence record models
- rubric-style evidence scoring
- concept mastery updates from accumulated evidence
- weak-concept resurfacing
- automatic learner state updates from evidence bundles
- project evidence integration
- CLI demonstration of evidence-driven progression
- tests for mastery promotion and resurfacing
## Why this matters
Didactopus no longer needs mastery to be supplied only by hand. It can now begin to infer learner state from observed evidence such as:
- explanation quality
- problem-solving performance
- project completion
- transfer-task performance
That is a necessary step toward a genuine mastery engine.