U0106 Memory Experiment Design Generator

Memory Experiment Design Generator

Why This Skill Exists

We need this skill because agents lose performance when lessons are not retained and reused. This specific skill converts unknowns into testable learning loops.

When To Use

Use this skill when the request explicitly needs "Memory Experiment Design Generator" outcomes in the Memory and Knowledge Operations domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Memory Experiment Design Generator, 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 hypothesis-driven design, and produce experiment plans with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.