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by charliee1w • Uncategorized
A trust-calibrated working memory system for coding agents that consolidates episodic events into reusable claims with provenance and drift awareness.
Durable, inspectable working memory with trust and provenance.
Reusable claims without mixing unrelated contexts.
Workflows where code changes reduce trust in older conclusions automatically.
Consolidation Memory provides durable, inspectable working memory tailored for coding agents, emphasizing trust and provenance by treating claims as reusable units and episodes as raw evidence. It supports local-first persistence with SQLite and FAISS, tracks temporal validity and contradictions, and automatically challenges stale knowledge due to code drift. The system offers aligned semantics across MCP, REST, Python, and OpenAI-style tool calls, enabling scoped shared memory with policy controls and easy integration.