Mai Development 27fa6b654f docs(03): complete resource management phase ...

Phase 03: resource-management
- Enhanced GPU detection with pynvml support
- Hardware tier detection and management system
- Proactive scaling with hybrid monitoring
- Personality-driven resource communication
- All phase goals verified

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..

03-01-PLAN.md

docs(03): create phase plan

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03-01-SUMMARY.md

docs(03-01): complete enhanced GPU detection plan

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03-02-PLAN.md

docs(03): create phase plan

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03-02-SUMMARY.md

docs(03-02): complete hardware tier detection plan

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03-03-PLAN.md

docs(03): create phase plan

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03-03-SUMMARY.md

docs(03-03): complete proactive scaling plan

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03-04-PLAN.md

docs(03): create phase plan

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03-04-SUMMARY.md

docs(03-04): complete personality-driven resource communication plan

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03-CONTEXT.md

docs(03): capture phase context

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03-RESEARCH.md

docs(03): research phase domain

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03-resource-management-VERIFICATION.md

docs(03): complete resource management phase

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