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agent-memory-health-audit

Perform a read-only health audit on exported AI-agent memory JSONL. Use when a Mem0, Graphiti, vector-store, MCP memory service, file-based memory, or custom agent needs evidence-backed review of duplicate memories, conflicting facts, expired records, low-signal accumulation, stale verification, missing provenance, namespace isolation, overlong text, and sensitive-data patterns before any human-approved merge, archive, re-verification, or quarantine action.

作者:暂未提供 | 来源记录:ClawHub
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V 1.0.0
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agent-memory-health-audit

Agent Memory Health Audit

Inputs

  • - Memory JSONL following the common field contract.
  • Policy JSON with lifecycle, similarity, quality, and redaction thresholds.
  • Optional previous-state JSON containing still-open issue keys.
  • A fixed --as-of date for reproducible age calculations.

Outputs

  • - summary.json: issue counts and unchanged-input confirmation.
  • INLINECODE2 and CSV: evidence, severity, and suggested human action.
  • INLINECODE3: duplicate candidates only.
  • INLINECODE4: conflicting facts requiring source verification.
  • INLINECODE5, reverify_queue.json, and quarantine_candidates.json.
  • INLINECODE8 and next_state.json.

Three-step workflow

  1. 1. Validate the export and compute deterministic quality and lifecycle signals.
  2. Review duplicate, conflict, archive, re-verification, and privacy queues.
  3. Execute approved changes only through the authorized memory system, then export and audit again.

Run

CODEBLOCK0

Boundaries

The script does not call a memory API, external AI model, vector database, MCP server, or deletion endpoint. It never modifies the input export. Findings are conservative review signals, not automatic deletion decisions or legal/privacy conclusions.

See README.md and references/ for the schema, decision policy, recovery steps, and acceptance checks.

标签

agent-memory memory-lifecycle deduplication privacy mem0 graphiti n8n

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v1.0.0 最新 2026-8-19 11:08
初始版本(来自套餐拆分)
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