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docs: bootstrap tutor planning

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# Tasks
- [x] 1. Create initial PRD for job-seeker-first tutoring.
- [x] 2. Create initial architecture note for workflow, LLM, memory, ontology,
and visual assets.
- [x] 3. Add OpenSpec capability specs for the first product baseline.
- [x] 4. Incorporate game-design learning loop and progression planning.
- [x] 5. Add repository engineering principles and code-size constraints.
- [x] 6. Lock Go backend and internalized agent-farm workflow direction.
- [ ] 7. Choose the first interview track and canonical concept seed list.
- [ ] 8. Define typed JSON contracts for diagnostic, grading, memory extraction,
ontology gap detection, and asset prompt generation.
- [ ] 9. Draft the first `agent-farm-go` YAML workflow package.
- [x] 10. Validate the OpenSpec change.