telemetry

Analyze system interaction logs for subagent and tool failures.

Updated Jun 13, 2026
One-click install
npx skills add https://github.com/Seth090502/osanwe-public --skill telemetry-seth090502
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: telemetry
Source: https://github.com/Seth090502/osanwe-public/tree/main/.claude/skills/telemetry
Command: npx skills add https://github.com/Seth090502/osanwe-public --skill telemetry-seth090502

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) components.

What problem does it solve?

This Skill analyzes telemetry data from system interactions, identifying issues such as orphaned subagents, tool failures, and session failures.

Core Features & Use Cases

  • Subagent Analysis: Detects orphaned subagents and other issues related to subagent activity.
  • Tool Failure Detection: Identifies tool failures and clusters them by tool and error class.
  • Session Failure Analysis: Surveys session failure topology and agent duration outliers.
  • Use Case: After performing a complex multi-agent workflow, use the /telemetry skill to ensure all subagents have stopped correctly and no tools have failed.

Quick Start

Run the /telemetry skill to generate a report on the system's telemetry.

Frequently Asked Questions about telemetry

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

FAQPage Schema
How do I analyze system logs for orphaned subagents and tool failures?

You can analyze system logs for orphaned subagents and tool failures by running a telemetry analysis script that processes interaction logs to detect issues and cluster tool failures by error class.

How do I check if all subagents have stopped correctly after a multi-agent workflow?

To check if all subagents have stopped correctly after a multi-agent workflow, run a telemetry analysis to survey session failure topology and identify any orphaned subagent activity.

What is the best way to detect tool failures and group them by error class in Python?

The best way to detect tool failures and group them by error class in Python is to use a telemetry analysis script that parses system interaction logs and clusters the detected failures.

Do I need Python to run telemetry analysis on system interaction logs?

Yes, you need Python installed to run telemetry analysis on system interaction logs, because the skill requires the ability to execute Python scripts to process the logging data.

Can I use this telemetry analysis for session failure topology and agent duration outliers?

Yes, you can use this telemetry analysis for session failure topology and agent duration outliers, as it specifically surveys session failures and identifies abnormal agent duration metrics within the logs.

Why does telemetry analysis report session failures in my multi-agent workflow?

Telemetry analysis reports session failures in your multi-agent workflow because it surveys the session failure topology from system interaction logs to pinpoint exactly where and why agent sessions crashed.