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47 - Diagnostic and Personalized Study Engine (Adaptive, Not Generic)

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Path placeholder: <repo-root> means the folder containing this repository's README.md.

Use this diagnostic to generate a personalized plan with explicit doc/project order and pacing.

Inputs captured

  • Hours per week.
  • Confidence level.
  • Preferred learning mode.
  • Starting skill estimate.
  • End goal (automation, full-stack, elite).
  • Current stuck area.

Tooling in this repo

Generate a custom plan from terminal:

cd <repo-root>
python tools/generate_personalized_study_plan.py \
  --hours-per-week 8 \
  --learning-mode hybrid \
  --confidence medium \
  --experience zero \
  --goal elite \
  --stuck-area setup \
  --output personalized_plan.md

Output contract

The generated plan must include: 1. Recommended weekly cadence. 2. Doc sequence priorities. 3. Project-level starting point. 4. Catch-up protocol if behind. 5. Escalation path when blocked for 2+ sessions.

Re-run cadence

  • Re-run diagnostic every 4 weeks.
  • Re-run immediately after two failed weekly goals.

Primary Sources

Optional Resources

Next

Next: 48_MISCONCEPTION_AND_FAILURE_ATLAS_EXPANDED.md →