agent-tracing

Inspect agent execution snapshots and trace LLM calls via CLI.

Updated Apr 3, 2026
One-click install
npx skills add https://github.com/Nick777-Pixel/mychat7 --skill agent-tracing-nick777-pixel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-tracing
Source: https://github.com/Nick777-Pixel/mychat7/tree/main/.agents/skills/agent-tracing
Command: npx skills add https://github.com/Nick777-Pixel/mychat7 --skill agent-tracing-nick777-pixel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Agent tracing CLI for inspecting agent execution snapshots. Use when user mentions 'agent-tracing', 'trace', 'snapshot', wants to debug agent execution, inspect LLM calls, view context engine data, or analyze agent steps. Triggers on agent debugging, trace inspection, or execution analysis tasks.

Core Features & Use Cases

  • Capture and inspect agent execution snapshots to understand step-by-step reasoning and tool use.
  • View both the input context to the LLM and the final payload generated, including memory and context tooling.
  • Use for debugging, auditing, and performance analysis of agents in development.

Quick Start

Run agent-tracing to inspect the latest agent execution snapshot in the current project.

Frequently Asked Questions about agent-tracing

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

FAQPage Schema
How do I debug agent execution and inspect LLM calls step by step?

Debug agent execution by collecting partial and final ExecutionSnapshot data to disk, then use the CLI to view, inspect, and summarize traces of LLM calls and context engine data.

What are agent execution snapshots and how do they help trace agent behavior?

Agent execution snapshots capture the input context to the LLM and the final payload generated, including memory and context tooling, allowing you to examine step-by-step reasoning and tool use across runs.

How do I view context engine data during agent development?

View context engine data by running agent-tracing to inspect the latest agent execution snapshot in your current project, which reveals both the input context and final payload generated.

Can I use this CLI tool to analyze agent performance and audit tool use across multiple runs?

Yes, you can use this CLI for debugging, auditing, and performance analysis of agents in development by collecting and inspecting execution snapshots to analyze agent behavior across runs.

Do I need any dependencies to inspect agent execution traces?

No dependencies are required to inspect agent execution traces. The tool applies during development and debugging when you need to trace LLM calls or examine context engine data.