Separate observations from causes and validate root-cause hypotheses before planning solutions.
npx skills add https://github.com/yakksiek/car-rental --skill 10x-frame-yakksiek
Please help me install this Agent Skill. Skill: 10x-frame Source: https://github.com/yakksiek/car-rental/tree/main/.claude/skills/10x-frame Command: npx skills add https://github.com/yakksiek/car-rental --skill 10x-frame-yakksiek
This Skill helps clarify the underlying problem before planning a solution, ensuring that the proposed fix addresses the correct issue.
Frame the problem of a broken feature before planning a fix using the /10x-frame command.
High-intent search queries and answers about installing and using this skill.
Root cause analysis before bug fixing requires separating initial observations from assumed causes. By validating assumptions and testing hypotheses against system context, you can identify the actual underlying issue before planning a solution.
Challenging assumptions during problem framing involves mapping system dimensions and investigating evidence for each potential cause. This validation process provides a reframed problem statement to ensure accurate solution planning.
Separating observations from stated causes involves analyzing the initial problem report to distinguish factual symptoms from assumed reasons. This hypothesis testing approach validates evidence before you proceed with a fix.
Validating assumptions for scope challenges and design decisions is necessary whenever a proposed solution is planned. It ensures the underlying problem statement is accurate and the planned scope directly addresses the correct issue.
You can use problem framing to reframe a broken feature report by analyzing the user input to separate symptoms from causes. This produces a validated problem statement for accurate planning.
Planning a solution without hypothesis testing risks incorrect bug fixes because unvalidated assumptions may mask the actual root cause. Analyzing system context and evidence ensures the planned fix targets the correct issue.
cc01ccProduces structured bug root-cause analyses with actionable repair plans and verification steps.
NickCrewTransform assumptions with opposite, zero, or 10x operators to generate reframed ideas.
synaptiaiIdentify root causes and causal relationships between observed effects and potential causes.
r3dlexAnalyzes code regressions, crashes and build failures via root-cause tracing and hypothesis-driven debugging workflows.
