openclaw-debugging

Diagnose OpenClaw deployment failures by isolating configuration, model transport, and tool execution boundaries.

Updated Jun 18, 2026

Search Tags:#debugging #troubleshooting #logging #agent #sse #openclaw

Ready to run

npx skills add https://github.com/wangqianCAI/OBI --skill openclaw-debugging-wangqiancai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: openclaw-debugging
Source: https://github.com/wangqianCAI/OBI/tree/main/.agents/skills/openclaw-debugging
Command: npx skills add https://github.com/wangqianCAI/OBI --skill openclaw-debugging-wangqiancai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured framework for identifying and resolving issues within the OpenClaw agent platform, ranging from model transport errors to tool execution failures.

Core Features & Use Cases

Targeted Debugging: Enables specific environment flags to isolate model payloads, SSE stream timing, and tool-surface diagnostics.
Boundary Analysis: Provides a systematic approach to verify whether issues stem from configuration, provider transport, or runtime execution.
Use Case: When an agent fails to trigger a specific tool during a live session, use this skill to enable model payload logging and inspect the exact tool-surface visible to the model.

Quick Start

Use the openclaw-debugging skill to enable model transport logs and inspect the SSE event stream for the current agent session.

Frequently Asked Questions about openclaw-debugging

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

FAQPage Schema

How do I debug OpenClaw agent failures during a live session?▼

To debug OpenClaw agent failures, enable specific environment debug flags to isolate model payloads, inspect SSE stream timing, and verify tool-surface diagnostics visible to the model during the live session.

Why does my OpenClaw agent fail to trigger a specific tool?▼

OpenClaw agent tool execution failures occur due to boundaries between configuration, provider transport, or runtime execution, requiring systematic log analysis to identify the root cause in complex agent workflows.

What's the best way to isolate model transport errors in OpenClaw deployments?▼

The best way to isolate model transport errors in OpenClaw deployments is applying environment-specific debug flags to inspect SSE event streams and capture exact provider payloads sent during agent operations.

How does boundary analysis work for troubleshooting agent workflows?▼

Boundary analysis for troubleshooting agent workflows systematically verifies whether operational failures stem from configuration settings, provider transport payloads, or runtime worker execution environments to pinpoint root causes.

Can I inspect SSE event streams for the current OpenClaw agent session?▼

Yes, you can inspect SSE event streams for the current OpenClaw agent session by enabling model transport logs, which capture the exact provider payloads and tool-surface diagnostics visible to the model.

What limitations exist when debugging complex OpenClaw agent workflows?▼

Debugging complex OpenClaw agent workflows requires systematic application of environment-specific debug flags and log analysis, meaning failures outside configuration, model transport, or tool execution boundaries fall outside its diagnostic scope.