U1000 Evolution Continuous Improvement Planner

Evolution Continuous Improvement Planner

Why This Skill Exists

We need this skill because agents stagnate without structured reflection and continuous improvement loops. This specific skill turns findings into sustained upgrade cycles.

When To Use

Use this skill when the request explicitly needs "Evolution Continuous Improvement Planner" outcomes in the Autonomous Learning and Evolution domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Evolution Continuous Improvement Planner, including at least three measurable KPIs tied to capability stagnation and repeated blind spots.
2. Design and version the input/output contract for outcomes, error taxonomies, and adaptation decisions, then add schema validation and failure-mode handling.
3. Implement the core capability using closed-loop prioritization, and produce improvement roadmaps with deterministic scoring.