debug-autonomous-work

Diagnose autonomous agent worker failures, cron schedules, timeouts, and connectivity issues.

Updated Feb 16, 2026

Search Tags:#automation #debugging #troubleshooting #logs #agents #connectivity #cron

Ready to run

npx skills add https://github.com/dzackgarza/lattice_interface --skill debug-autonomous-work

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debug-autonomous-work
Source: https://github.com/dzackgarza/lattice_interface/tree/main/.skills/debug-autonomous-work
Command: npx skills add https://github.com/dzackgarza/lattice_interface --skill debug-autonomous-work

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Debug autonomous agent workers, cron jobs, timeouts, and connectivity issues. Use when agent runs are failing, not running, or producing unexpected behavior.

Core Features & Use Cases

Step-by-step diagnostics for agent_runner status, ntfy notifications, crontab configuration, transcripts, and logs.
Connectivity checks, and tests for web/Git interactions to validate external communication.
Use case: When an agent task stalls or fails to start, follow these checks to identify root causes and implement fixes promptly.

Quick Start

Run the agent debugging workflow to identify and fix failures in autonomous tasks.

Frequently Asked Questions about debug-autonomous-work

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

FAQPage Schema

Why is my autonomous agent worker failing to start or stalling during execution?▼

Debug autonomous agent worker failures by checking agent_runner logs, crontab configurations, and network connectivity. Step-by-step diagnostics identify whether issues stem from timeouts, missed schedules, or external communication problems.

How do I troubleshoot cron schedule issues for autonomous agent tasks?▼

Troubleshoot cron schedule issues for autonomous agent tasks by validating the crontab configuration and reviewing agent_runner status indicators. This diagnostic process verifies schedules are correctly set and that jobs execute without timing conflicts.

What's the best way to diagnose connectivity and HTTP errors in autonomous agents?▼

Diagnose connectivity and HTTP errors in autonomous agents by running network checks and testing web or Git interactions. This validates external communication paths and isolates whether failures originate from network restrictions or endpoint availability.

How do I validate agent task transcripts and logs to find root causes?▼

Validate agent task transcripts and logs by reviewing status indicators and output records produced during execution. This diagnostic step traces unexpected behavior back to its source, confirming whether the agent completed tasks as intended.

Do I need access to specific configuration files to debug autonomous agent workers?▼

Yes, debugging autonomous agent workers requires access to agent_runner logs and crontab configuration files. These inputs provide the necessary status, scheduling, and execution histories to identify and resolve runtime failures.

Can I run autonomous agent debugging steps locally or in a CI environment?▼

Yes, autonomous agent debugging steps can be executed locally or in CI environments. The diagnostic workflow checks agent status, logs, and connectivity using standard tools without requiring specialized external infrastructure.