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analyze-transcript

Analyze JSONL transcripts from GitHub Actions runs to debug failures.

Updated May 31, 2026
Search Tags:#debugging#github actions#transcript analysis#jsonl#agent run
One-click install
npx skills add https://github.com/ascerra-fullsend-rehearsal/fullsend --skill analyze-transcript
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-transcript
Source: https://github.com/ascerra-fullsend-rehearsal/fullsend/tree/main/skills/analyze-transcript
Command: npx skills add https://github.com/ascerra-fullsend-rehearsal/fullsend --skill analyze-transcript

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, gh, and includes scripts (resource) components.

What problem does it solve?

This Skill allows users to analyze and debug agent run transcripts from GitHub Actions artifacts, helping to identify issues, debug failures, and understand agent behavior.

Core Features & Use Cases

  • Transcript Analysis: Analyze JSONL transcripts from GitHub Actions runs to understand agent behavior and identify issues.
  • Debugging: Debug agent run failures by analyzing the transcript content and logs.
  • Use Case: When a GitHub Actions run fails, use this Skill to analyze the transcript and logs to identify the cause of the failure and take corrective actions.

Quick Start

Use the analyze-transcript skill to analyze the transcript of a GitHub Actions run with the following command: analyze-transcript.py conversation <path-to-transcript>.

Frequently Asked Questions about analyze-transcript

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

FAQPage Schema
How do I analyze JSONL transcripts from GitHub Actions runs?▼

To analyze JSONL transcripts from GitHub Actions runs, use this Skill to download artifacts, locate the JSONL files, and run an analyzer script that identifies issues and debugs agent behavior. It processes the conversation logs to highlight failures.

Why does my GitHub Actions agent run fail and how can I debug it?▼

Debugging a GitHub Actions agent run failure requires analyzing the transcript content and logs. This Skill parses JSONL transcripts to identify the cause of the failure, helping you understand agent behavior and take corrective actions.

Do I need Python and the gh CLI to debug agent run transcripts?▼

Yes, analyzing agent run transcripts requires Python 3.8+ and the gh CLI. These dependencies allow the analyzer script to interface with GitHub Actions, download artifacts, and process the JSONL transcript files.

What is the best way to parse JSONL transcript files for agent debugging?▼

The best way to parse JSONL transcript files for agent debugging is running the analyze-transcript.py script. It directly processes the conversation path from your GitHub Actions artifacts to isolate issues and interpret agent behavior.

Can I use this to analyze transcripts for any GitHub Actions run?▼

Yes, you can analyze transcripts for any GitHub Actions run that outputs JSONL artifacts. The Skill handles downloading these artifacts and extracting the relevant JSONL files to debug failures and understand agent behavior.

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