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mcs-fix

Official

Automate agent fixes and re-evaluate.

Software Engineering#automation#debugging#evaluation#regression testing#copilot studio#agent fix
Authormicrosoft
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses issues found during agent evaluation by analyzing failures, classifying root causes, and applying targeted fixes to improve agent performance.

Core Features & Use Cases

  • Failure Analysis: Identifies and categorizes reasons for agent test failures.
  • Automated Remediation: Generates and applies fixes for instruction gaps, routing failures, and boundary violations.
  • Re-evaluation: Runs tests again after fixes to confirm improvements.
  • Use Case: After deploying a Copilot Studio agent, automated tests reveal it fails to correctly handle order status inquiries. This Skill analyzes the failed tests, identifies a routing issue to the wrong topic, and automatically updates trigger phrases to direct users to the correct topic, then re-tests to confirm the fix.

Quick Start

Use the mcs-fix skill to analyze and fix evaluation failures for project 'MyProject' and agent 'Agent1'.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: mcs-fix
Download link: https://github.com/microsoft/MCS-Agent-Builder/archive/main.zip#mcs-fix

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