Orchestrate AI investigators to test hypotheses and identify root causes.
npx skills add https://github.com/drn/dots --skill debug-drn
Please help me install this Agent Skill. Skill: debug Source: https://github.com/drn/dots/tree/main/agents/skills/debug Command: npx skills add https://github.com/drn/dots --skill debug-drn
This Skill tackles complex bugs by employing multiple AI agents to investigate different hypotheses simultaneously, fostering a debate that rapidly converges on the root cause.
Use the debug skill to find the root cause of the 'user login fails intermittently' bug.
High-intent search queries and answers about installing and using this skill.
Multi-agent debugging works by spawning multiple AI investigators that each explore a distinct hypothesis for your bug. The agents analyze codebase context and recent commit history, then debate their competing theories to rapidly converge on a confirmed root cause and suggest fixes.
To debug an intermittent bug, provide the observed symptoms and relevant codebase context to an automated investigator. The system formulates multiple hypotheses, from recent code changes to environment misconfigurations, and systematically tests them to deliver a definitive root cause answer.
Yes, you need agent teams enabled in your AI environment to run this automated code investigation. The multi-agent hypothesis testing requires an environment that supports spawning and orchestrating multiple AI investigators to debate competing bug theories.
The best way to automate bug fixing with competing theories is using a multi-agent approach where separate investigators independently test different hypotheses. By challenging each other's findings through structured debate, the agents quickly eliminate incorrect theories and identify the true root cause.
Yes, you can use hypothesis testing to investigate bugs across recent commit history. The debugging process analyzes recent commits alongside codebase context and bug symptoms to formulate theories, allowing agents to trace whether specific code changes introduced the root cause.
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