feat(memory): Complete memory system implementation (MEM-001 through MEM-010)#305

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rolandpg wants to merge 10 commits intosnarktank:mainfrom

Commits on Mar 11, 2026

feat(memory): MEM-001, MEM-002 - Add memory contracts table and API
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feat(memory): MEM-009 - Add memory CLI commands
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feat(memory): MEM-008 - Integrate memory system into workflow runner
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feat(memory): MEM-003 - Add forced memory search to agent prompts
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feat(memory): MEM-005 - Add QMD query layer with semantic search
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feat(memory): Add REQUIRED_MEMORY_SEARCH to security-audit workflow
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feat(memory): MEM-010 - Documentation and tests
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feat(dashboard): Add Trooper Clash Azure backend plan to dashboard
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config(workflows): Use Ollama models for all workflow polling
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config(workflows): Fix Ollama model format for workflow polling
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