docs(architecture): add memory-driven architecture & tool usage planning
Planning documents for memory service integration: MEMORY_DRIVEN_ARCHITECTURE.md: - Current state machine architecture (10 phases, 80 tasks) - Memory service integration points & flow diagrams - Activity usage per phase (T0-T10) - Prompt optimization with memory context - Retry policy enhancement via memory - Complete flow diagrams & context hierarchy - Skills and context consumption model TOOL_USAGE_AND_SKILLS.md: - Poimen tool landscape (6 categories) - WorkflowDef builder, event log, executor patterns - Verifier/judge/model provider integration - Storage abstraction (EventLog + BlobStore) - Skills ingestion strategy (4 phases) - YAML skills registry example - Tool-skill dependency matrix - End-to-end execution scenario with memory Both docs include: - Flow diagrams - Code examples - Integration patterns - Next steps for implementation
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labels:
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app: poimen-worker
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annotations:
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git-commit: "c2df8a0" # ✅ Updated on each push, triggers rolling restart
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git-commit: "4982c04" # ✅ Updated on each push, triggers rolling restart
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deployment-date: "2026-08-29"
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spec:
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containers:
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