{"enrichment":{"faq":[{"a":"Bug Hunt Swarm is an MIT-licensed investigation framework that deploys four read-only sub-agents in parallel to diagnose bugs, regressions, and crashes from different angles. Each agent examines reproduction scope, code paths, recent changes, and proof strategies independently. The main agent then synthesizes their findings into ranked hypotheses with supporting evidence, helping you identify the root cause without editing code.","q":"What is Bug Hunt Swarm and how does it find root cause of crashes?"},{"a":"Yes. Bug Hunt Swarm traces regressions to their source through read-only investigation. The framework's parallel agents examine code history, recent changes, and execution paths to pinpoint what broke. Findings are ranked by evidence strength, and you get the fastest proof path to confirm or disprove each hypothesis\u2014all without modifying your codebase.","q":"Can Bug Hunt Swarm trace a regression to its source using read-only investigation?"},{"a":"Bug Hunt Swarm investigates flaky failures by running multiple agents in parallel, each probing different aspects: reproduction conditions, code paths, timing dependencies, and proof strategies. This multi-angle approach surfaces intermittent patterns and race conditions that single-threaded debugging often misses, then ranks likely causes by evidence.","q":"How does Bug Hunt Swarm investigate flaky or intermittent test failures?"},{"a":"Bug Hunt Swarm diagnoses unexpected behavior and breakage by deploying four read-only agents that examine your code from reproduction scope, path analysis, change history, and proof strategy angles. The framework ranks likely bug causes by evidence strength and provides the fastest confirmation path for each hypothesis, so you understand what broke and why.","q":"Why is my code broken and how can Bug Hunt Swarm help diagnose it?"},{"a":"Yes. Bug Hunt Swarm ranks likely bug causes by evidence and delivers the fastest proof path for each theory. After parallel agents investigate from multiple angles, the main agent synthesizes findings into prioritized hypotheses with supporting evidence, letting you confirm or disprove the most probable causes first.","q":"Does Bug Hunt Swarm rank bug causes by evidence and proof path?"},{"a":"Yes. Bug Hunt Swarm is designed for read-only investigation of production issues, crashes, and regressions. The framework deploys parallel agents to analyze reproduction scope, code paths, recent changes, and proof strategies without making edits. You get ranked hypotheses with evidence and the fastest path to root cause, ideal for production diagnostics.","q":"Can I use Bug Hunt Swarm for production issue debugging without editing code?"}],"shadow_tags":["root-cause-analysis","parallel-investigation","read-only-diagnosis","multi-agent-debugging","regression-detection","failure-analysis","hypothesis-ranking","evidence-based-debugging","proof-path-planning","non-mutating-investigation"],"summary_rewrite":"Bug Hunt Swarm deploys four read-only sub-agents in parallel to investigate bugs, regressions, and crashes from different angles\u2014reproduction scope, code paths, recent changes, and proof strategies. The main agent then synthesizes findings into ranked hypotheses with supporting evidence and the fastest path to confirm or disprove each theory, all without making code edits."},"files":[{"bytes":6521,"path":"bug-hunt-swarm/SKILL.md","sha256":"eac37efd6a304de4aee75b2d0f0f7565ba32e132f2c234f39106ceeafc0a536e","url":"https://skillfed.io/files/Dimillian/Skills/bug-hunt-swarm/52b4ec44/SKILL.md"}],"id":"Dimillian/Skills/bug-hunt-swarm","links":{"html":"https://skillfed.io/Dimillian/Skills/bug-hunt-swarm","md":"https://skillfed.io/Dimillian/Skills/bug-hunt-swarm.md","repo":"https://github.com/Dimillian/Skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":204,"language":"Shell","last_updated":"2026-03-29","license":"MIT","name":"bug-hunt-swarm","publisher":"Dimillian","stars":3861},"relations":{"categories":["debugging","devops","qa"],"similar":[{"id":"Dimillian/Skills/review-swarm"},{"id":"Dimillian/Skills/review-and-simplify-changes"},{"id":"akillness/jeo-skills/langsmith"},{"id":"siviter-xyz/dot-agent/debugging"},{"id":"GanyuanRan/Aegis/systematic-debugging"},{"id":"catlog22/Claude-Code-Workflow/investigate"},{"id":"EveryInc/compound-engineering-plugin/ce-debug"},{"id":"parcadei/Continuous-Claude-v3/sub-agents"},{"id":"akillness/jeo-skills/game-performance-profiler"},{"id":"akillness/jeo-skills/debugging"}]},"slug":{"owner":"Dimillian","repo":"Skills","skill":"bug-hunt-swarm"},"version":"52b4ec44"}