U0094 Memory Tool Health Monitor

Memory Tool Health Monitor

Why This Skill Exists

We need this skill because agents lose performance when lessons are not retained and reused. This specific skill detects tool flakiness before it impacts mission outcomes.

When To Use

Use this skill when the request explicitly needs "Memory Tool Health Monitor" outcomes in the Memory and Knowledge Operations domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Memory Tool Health Monitor, including at least three measurable KPIs tied to repeated mistakes and context loss.
2. Design and version the input/output contract for episodic logs, knowledge nodes, and retrieval metadata, then add schema validation and failure-mode handling.
3. Implement the core capability using telemetry aggregation and SLO checks, and produce tool reliability scores with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.