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braintrust-analyze

Analyze Braintrust tracing data to surface patterns, issues, and insights from Claude Code sessions.

1|Updated Jan 2, 2026
Search Tags:#retrospective#claude-code#analyze#braintrust#session-analysis#token-usage#workflow-improvement
One-click install
npx skills add https://github.com/tfunk1030/vibe --skill braintrust-analyze-tfunk1030
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: braintrust-analyze
Source: https://github.com/tfunk1030/vibe/tree/main/.claude/skills/braintrust-analyze
Command: npx skills add https://github.com/tfunk1030/vibe --skill braintrust-analyze-tfunk1030

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze Claude Code sessions by extracting patterns, issues, and insights from Braintrust tracing data to improve development workflows.

Core Features & Use Cases

  • Retrospective session analysis to understand tool usage and outcomes.
  • Debugging guidance by identifying failure patterns and bottlenecks.
  • Weekly productivity reviews and opportunity discovery for process improvements.

Quick Start

Run the Braintrust analysis script on your most recent Claude Code session to generate a comprehensive retrospective report.

Frequently Asked Questions about braintrust-analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Claude Code sessions using Braintrust tracing data?▼

Analyze Claude Code sessions by running a Python harness against Braintrust tracing data pipelines to surface usage patterns, bottlenecks, and outcomes. This generates comprehensive reports for debugging and workflow improvement.

What is retrospective session analysis for Claude Code?▼

Retrospective session analysis reviews Braintrust tracing data to evaluate tool usage and outcomes from Claude Code sessions. It helps identify failure patterns and bottlenecks to improve development workflows.

Can I track token usage trends across multiple Claude Code projects?▼

Yes, token-trends reporting analyzes Braintrust tracing data across multiple projects and sessions. It surfaces usage analytics and session replay data to support weekly productivity reviews.

Do I need a Python environment to run Braintrust session analysis?▼

Yes, the analysis utilizes a Python harness to process Braintrust data pipelines. Running the script generates comprehensive retrospective reports from your Claude Code tracing data.

What is the best way to discover workflow improvement opportunities from session traces?▼

Opportunity discovery applies retrospective analysis to Braintrust tracing data, identifying failure patterns and bottlenecks across multiple sessions. This surfaces actionable insights for process improvements.

How does session replay work with Braintrust tracing data?▼

Session replay extracts patterns and insights from Braintrust tracing data to reconstruct Claude Code sessions. It supports debugging tasks by identifying failure patterns and workflow bottlenecks.

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