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ocw-information-entropy-agent Use the generated MIT OCW Information and Entropy pack, concept ordering, and learner artifacts to mentor or evaluate information-theory work.

OCW Information Entropy Agent

Use this skill when the task is about tutoring, evaluating, or planning study in Information Theory using the generated MIT OCW 6.050J pack.

Workflow

  1. Read references/generated-course-summary.md for the pack structure and target concepts.
  2. Read references/generated-capability-summary.md to understand what the demo AI learner already mastered.
  3. Use assets/generated/pack/ as the source of truth for concept ids, prerequisites, and mastery signals.
  4. When giving guidance, preserve the pack ordering from fundamentals through coding and thermodynamics.
  5. When uncertain, say which concept or prerequisite in the generated pack is underspecified.

Outputs

  • study plans grounded in the pack prerequisites
  • concept explanations tied to entropy, coding, and channel capacity
  • evaluation checklists using the generated capability report
  • follow-up exercises that extend the existing learner artifacts