Track hypotheses and evidence across multi-step debugging investigations.
npx skills add https://github.com/tylerburleigh/claude-model-chorus --skill thinkdeep
Please help me install this Agent Skill. Skill: thinkdeep Source: https://github.com/tylerburleigh/claude-model-chorus/tree/main/skills/thinkdeep Command: npx skills add https://github.com/tylerburleigh/claude-model-chorus --skill thinkdeep
This Skill transforms complex debugging and problem-solving into a systematic, multi-step investigation. It eliminates guesswork by tracking hypotheses, accumulating evidence, and building confidence, helping you pinpoint root causes faster and more reliably.
Investigate why API latency increased from 100ms to 2s after deployment, starting with an analysis of recent changes.
High-intent search queries and answers about installing and using this skill.
Systematic debugging with hypothesis tracking lets you form, test, and refine theories as evidence accumulates. This Skill maintains your hypotheses and confidence levels across investigation steps, helping you pinpoint root causes faster than guesswork approaches.
Yes, this Skill maintains state persistence across turns, allowing you to pause complex investigations and resume them later without losing your hypothesis history, accumulated evidence, or confidence progression.
Structured hypothesis tracking applies to debugging intermittent errors, root-cause analysis, security investigations, performance optimization, and architecture decisions. The Skill guides evidence accumulation and confidence evolution until the cause is identified.
Confidence progression tracks your certainty level from 'exploring' through to 'certain' as you gather evidence. Each investigation step refines your hypotheses and updates your confidence, providing visibility into how close you are to identifying the root cause.
Yes, this Skill is designed for multi-step investigations like diagnosing API latency increases. It systematically guides you through examining recent changes, logs, code, and configurations while tracking hypotheses and building evidence toward root cause identification.
derHakenTrace data flow and apply a four-phase process to fix root causes.
oabdelmaksoudGuides users through root-cause investigation to implementation for software bugs.
redhat-etInvestigate platform incidents by gathering evidence and generating root cause documentation.
GitnappDebug Node.js applications using inspector breakpoints and Chrome DevTools Protocol.
