Mai Development c09ea8c8f2 docs(04): research phase 4 memory & context management domain ...

Phase 04: Memory & Context Management
- Standard stack identified: SQLite + sqlite-vec + sentence-transformers
- Architecture patterns documented: hybrid storage, progressive compression, vector search
- Pitfalls cataloged: embedding drift, memory bloat, personality overfitting
- Code examples provided from official sources

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codebase

docs: map existing codebase

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phases

docs(04): research phase 4 memory & context management domain

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config.json

docs: document and configure MCP tool integration

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DISCORD_MESSAGES.md

fix(02): orchestrator corrections

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DISCORD_PROGRESS_REPORT.md

fix(02): orchestrator corrections

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MCP.md

docs: document and configure MCP tool integration

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PROGRESS.md

docs: establish fresh planning foundation with new features

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PROJECT.md

docs: document and configure MCP tool integration

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REQUIREMENTS.md

docs: establish fresh planning foundation with new features

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ROADMAP.md

docs(03): complete resource management phase

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STATE.md

docs(03): complete resource management phase

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