Resolve ambiguities in specification documents through targeted user questions.
npx skills add https://github.com/jhlee0409/all-for-claudecode --skill afc-clarify
Please help me install this Agent Skill. Skill: afc:clarify Source: https://github.com/jhlee0409/all-for-claudecode/tree/main/skills/clarify Command: npx skills add https://github.com/jhlee0409/all-for-claudecode --skill afc-clarify
This Skill addresses unclear or incomplete requirements in specifications by proactively asking clarifying questions to the user before proceeding with development tasks.
spec.md file, ensuring the specification remains current.Use the afc:clarify skill to resolve any ambiguities found in the current feature specification.
High-intent search queries and answers about installing and using this skill.
You resolve specification ambiguities by engaging in a targeted question-and-answer process that identifies incomplete requirements across ten categories, then applies your answers as inline updates directly to the spec file.
During requirements clarification, you should look for ambiguities across ten categories: necessity, scope, data, UX flow, non-functional qualities, external dependencies, edge cases, constraints, terminology, and completion criteria.
You clarify vague feature requirements before development planning by generating prioritized, often multiple-choice questions one at a time to define measurable goals, such as specific target response times for performance improvements.
Yes, you can update a specification file inline while answering clarification questions, which ensures the document remains current and clear before you proceed to the development planning phase.
You should not use an automated questioning process for spec ambiguity if your requirements are already highly detailed, measurable, and lack incomplete data across the ten standard categorization checks.
GenerativeAgentsGenerate a review-ready PRD from initial-requirements.md using the PRD template.
DengNaichenGenerate dependency-ordered development tasks from specification and planning documents.
asm0deyA tool for generating and validating ideas and other cognitive artifacts.
onejaejaeValidate specification documents against an 11-point checklist and generate markdown review reports.