Engineering
reflect-appworld-failure avatar

reflect-appworld-failure

Analyze AppWorld task failures to extract specific API patterns and generate actionable playbook bullets with concrete code examples.

Installation

Agent type

Claude Code

Install Command (macOS)
curl -fsSL "https://mentalok.io/api/v1/skills/reflect-appworld-failure/install?os=mac&agent=claude" | bash
Install Command (Windows)
curl -L "https://mentalok.io/api/v1/skills/reflect-appworld-failure/install?os=windows&agent=claude" -o install-reflect-appworld-failure.bat && install-reflect-appworld-failure.bat

Download Installer

macOS
https://mentalok.io/api/v1/skills/reflect-appworld-failure/install?os=mac&agent=claude
Windows
https://mentalok.io/api/v1/skills/reflect-appworld-failure/install?os=windows&agent=claude

Download Skill Project

/agent-skill/reflect-appworld-failure