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agent-failure-introspection

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Quickly diagnose and fix failed agent workflows.

Software Engineering#workflow#diagnosis#project analysis#agent failure#fix recommendation
Authorpax-k
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Diagnoses and resolves failed or unreliable agent workflows, identifying root causes and suggesting fixes.

Core Features & Use Cases

  • Failure Classification: Identifies bad assumptions, missing observations, tool misuse, and other failure patterns.
  • Evidence Collection: Captures failing command output, browser logs, and task plan details.
  • Fix Recommendation: Suggests durable fixes for harness or project workflow issues.
  • Use Case: After a harness run failure, use this skill to diagnose the issue and recommend a fix.

Quick Start

Run the agent-failure-introspection skill on the failed harness run to diagnose the issue.

Dependency Matrix

Required Modules

scripts/diagnose_agent_failure.py

Components

scripts

💻 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-failure-introspection
Download link: https://github.com/pax-k/pax-fullstack-harness/archive/main.zip#agent-failure-introspection

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