Debug software failures through falsification-driven hypothesis testing.
npx skills add https://github.com/NlightNFotis/skills --skill popperian-debug
Please help me install this Agent Skill. Skill: popperian-debug Source: https://github.com/NlightNFotis/skills/tree/main/popperian-debug Command: npx skills add https://github.com/NlightNFotis/skills --skill popperian-debug
This Skill helps you break out of unproductive debugging loops by replacing guess-driven troubleshooting with a disciplined falsification process. It is especially useful when the obvious fix failed, the symptoms are confusing, or multiple causes seem plausible.
Use the popperian-debug skill to investigate a failing test by listing the facts, proposing several distinct causes, and trying to disprove the top hypothesis before making changes.
High-intent search queries and answers about installing and using this skill.
Root cause analysis for flaky tests requires falsification-driven hypothesis testing to disprove potential causes. You list explicit facts, propose materially distinct hypotheses, and design disconfirming tests to rule out incorrect causes instead of guessing.
Debugging intermittent software failures requires disciplined falsification by separating real facts from misleading framing. You generate multiple ranked hypotheses, test one change at a time to disconfirm red herrings, and verify the actual defect against the original reproduction.
When a regression fix fails, you break unproductive loops by collecting explicit facts and designing disconfirming tests. Instead of anchoring on the first idea, you rank multiple distinct hypotheses and try to disprove the top one before making code changes.
Debugging environment-specific defects without guessing uses falsification to identify root causes. You collect explicit facts, propose several distinct causes, and execute one-change-at-a-time validation to systematically disconfirm incorrect hypotheses.
Use falsification for software diagnosis when obvious fixes fail, symptoms are confusing, or multiple causes seem plausible. It replaces guess-driven troubleshooting by focusing on disconfirming tests first to reduce confirmation bias and converge on the actual defect.
karithamDocument failure evidence and isolate root causes with hypothesis testing.
bhianerdGuide root-cause debugging with evidence collection and hypothesis validation.
conorluddyRun XCTest and XCUITest suites and analyze failures for flaky tests.
ruiyangruiyiGuide evidence-based root-cause debugging with hypothesis testing and regression verification.
