debug

Diagnose Druids executions by collecting traces, logs, and diffs into structured reports.

223|15|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/fulcrumresearch/druids --skill debug-fulcrumresearch
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: debug
Source: https://github.com/fulcrumresearch/druids/tree/main/.claude/skills/debug
Command: npx skills add https://github.com/fulcrumresearch/druids --skill debug-fulcrumresearch

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnose and surface a comprehensive diagnostic report for a Druids execution by collecting traces, logs, and diffs to reveal health, errors, and bottlenecks.

Core Features & Use Cases

  • Collects execution state, full activity logs, and per-agent traces to build a holistic view.
  • Analyzes communication health, errors, and performance to identify bottlenecks and progress gaps.
  • Generates structured diagnostic reports suitable for post-mortems or live monitoring in complex runs.

Quick Start

Invoke the debug skill on an active Druids execution to produce a structured diagnostic report.

Frequently Asked Questions about debug

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

FAQPage Schema
How do I diagnose errors and bottlenecks in a Druids execution?

To diagnose a Druids execution, you need to collect execution state, activity logs, and per-agent traces to surface a comprehensive diagnostic report revealing health, errors, and performance bottlenecks. This structured report informs remediation and optimization.

What is the best way to collect agent traces and logs for a running Druids execution?

The best way to collect agent traces and logs for a running Druids execution is to orchestrate data collection across execution states and activity logs. This process builds a holistic view of communication health and identifies progress gaps for live monitoring.

Can I generate a post-mortem diagnostic report from a completed Druids execution?

Yes, you can generate a post-mortem diagnostic report from a completed Druids execution. By analyzing collected traces, logs, and diffs, the diagnostic process surfaces structured reports suitable for post-mortems of complex runs.

Does execution diagnostics work on both active and completed Druids runs?

Execution diagnostics applies to both running and completed Druids executions to diagnose health, errors, and bottlenecks. It gathers traces and logs to inform remediation or optimization regardless of the execution state.

Why does my Druids execution have progress gaps and how do I find them?

Progress gaps in a Druids execution are found by analyzing communication health, errors, and performance bottlenecks. The diagnostic process collects per-agent traces and activity logs to identify exactly where these progress gaps occur.

What do I need to identify performance bottlenecks in complex Druids runs?

To identify performance bottlenecks in complex Druids runs, you need a structured diagnostic that analyzes execution state, full activity logs, and per-agent traces. This comprehensive data collection reveals health issues and informs optimization.