memory-pollution-detection

What problem does it solve?

Agent memory can accumulate polluted, non-durable outputs that clutter recall and degrade decision quality. This skill identifies and safely prunes those polluted memory rows to preserve relevant context.

Core Features & Use Cases

• Automated identification of memory pollution signals in agent recall and storage.
• Safe pruning workflow that prevents deletion of durable instructions, decisions, or facts.
• Guidance and tests to isolate, validate, and remove polluted memory entries while preserving useful domain knowledge.

Quick Start

Run the memory-pollution-detection workflow to scan and prune polluted agent memory entries.