memory-audit

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a-bhimava / agent-memory-staleness-audit

Your agent still thinks they work at Acme, and nothing in memory contradicts it. Scores agent memories for silent staleness from provenance, fact-type volatility, and supersession without contradiction: the case contradiction detectors structurally cannot catch.

python knowledge-management ai-agents rag temporal-reasoning memory-audit llmops evals llm-evaluation mem0 agent-memory staleness-detection

Updated Aug 21, 2026
Python

synaptiai / lucid

Star

Open-source epistemic audit for your Claude conversation history. Applies eight published AI-safety research frameworks (Spiral-Bench, Sharma sycophancy, SycEval, BeliefShift, ITP, MedTrust-RAG) and produces citation-validated HTML reports.

ai-safety claude cli-tool conversation-analysis hackathon-project ai-alignment memory-audit anthropic llm-evaluation sycophancy-detection belief-drift

Updated Apr 26, 2026
Python

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