Validate root causes with a structured hypothesis-driven workflow.
npx skills add https://github.com/MattWenJun/ClaWiser --skill hdd
Please help me install this Agent Skill. Skill: hdd Source: https://github.com/MattWenJun/ClaWiser/tree/main/assets/hdd Command: npx skills add https://github.com/MattWenJun/ClaWiser --skill hdd
HDD provides a structured methodology to diagnose root causes and validate hypotheses when outcomes are uncertain, guiding teams through a repeatable decision-making process before implementing changes.
Start HDD by outlining your uncertain problem, identify the hypothesis to test, and map a seven-step plan before coding.
High-intent search queries and answers about installing and using this skill.
Hypothesis-driven development is a structured methodology to diagnose root causes and validate hypotheses under uncertainty. It formalizes hypotheses, priors, and verification paths to reduce guesswork before implementing changes during debugging or architecture planning.
To debug ambiguous defects, outline the uncertain problem, identify a hypothesis to test, and map a stepwise plan. This enforces evidence grading and explicit acceptance criteria to guide decision-making through a seven-step process before coding.
Use a hypothesis-driven workflow during diagnosis, debugging, feature planning, and architecture changes where outcomes are uncertain or multiple solutions exist. It applies specifically to scenarios requiring risk mitigation and evidence-based decision-making across product development.
The best way to validate root causes is applying a stepwise process including Hypothesis Test, Plan Test, Acceptance Test Design, Development, Acceptance Test Run, and End-to-End testing. This enforces evidence grading and explicit acceptance criteria to guide decisions.
Yes, hypothesis-driven development works for risk mitigation across product development by enforcing a stepwise process and evidence grading. It formalizes verification paths to reduce guesswork when navigating uncertain architecture decisions or ambiguous defects.
diegosanchespereira1Diagnose complex problems and convert vague challenges into actionable problem statements.
UBAIDRAZA1Audit project phases, fill gaps, run tests, and report readiness.
heyallencaoRun automated test suites and coverage checks to validate code claims.
augustsclFormulate testable hypotheses and grade evidence to diagnose uncertain system failures.
