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analyze-mlflow-chat-session

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Debug and analyze chat conversations.

Software Engineering#debugging#conversation analysis#chat analysis#mlflow#llmops#session traces
Authorslysik
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps debug and analyze multi-turn chat conversations by examining MLflow traces, identifying where conversations went wrong, and reconstructing the interaction flow.

Core Features & Use Cases

  • Session Reconstruction: Reconstructs chat conversations from MLflow traces, identifying user inputs and system outputs for each turn.
  • Root Cause Analysis: Pinpoints the specific turn where a conversation deviated or an error occurred.
  • Assessment Review: Analyzes quality judgments (assessments) attached to traces to identify problematic turns.
  • Use Case: When a user reports an incorrect answer in a chatbot, this Skill can trace the conversation history, identify the faulty turn, and analyze the underlying cause, such as outdated retrieved information.

Quick Start

Analyze the MLflow chat session with session ID 'your_session_id' in experiment ID 'your_experiment_id'.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: analyze-mlflow-chat-session
Download link: https://github.com/slysik/databricks-claude-coding/archive/main.zip#analyze-mlflow-chat-session

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