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agent-evolution-study

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Trace and quantify an agent's capability growth.

Data & Analytics#report-generation#agent-evolution#memory-analysis#knowledge-acquisition#capability-tracking#task-logs#evolution-study
Authorjamieadams-nerd
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables systematic tracking of an UMRS agent's capability evolution by aggregating logs, reports, and memory artifacts to produce a rigorous, repeatable study.

Core Features & Use Cases

  • Consolidates data from task logs, reports, and memory to map capability changes over time.
  • Correlates capability shifts with knowledge acquisition events to reveal causality in performance improvements.
  • Generates executive summaries and detailed evidence reports suitable for audits, research papers, and knowledge engineering validation.

Quick Start

Analyze the agent evolution by loading the target agent name and running the tool to output a two-part report.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: agent-evolution-study
Download link: https://github.com/jamieadams-nerd/umrs-project/archive/main.zip#agent-evolution-study

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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