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agent-run-forensics

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Systematic AI agent run forensics.

Software Engineering#debugging#ai-agent#forensics#heartbeat#session-resume#run-lifecycle#prompt-build
AuthorXiaoPuOuO
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Agent Run Forensics helps teams systematically diagnose why an AI agent's execution stalls or fails, by reconstructing the failure sequence and guiding targeted remediation.

Core Features & Use Cases

  • Structured forensic workflow that collects evidence, identifies failure layers, and yields actionable next steps.
  • Diagnostic coverage of heartbeat gaps, run lifecycle transitions, session resume mismatches, adapter startup issues, environment problems, and prompt-build errors.
  • Generates an evidence-based incident summary, root-cause hypotheses, and a shortest debugging path to restore operations.
  • Suitable for production AI agent environments, multi-agent orchestration, browser automation tasks, and post-incident reviews.

Quick Start

Explain the latest agent run incident and deliver a concise, prioritized debugging path.

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-run-forensics
Download link: https://github.com/XiaoPuOuO/VFactory/archive/main.zip#agent-run-forensics

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