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gmliao

clarify

by gmliao

A reactive server state programming model with a Swift reference implementation.

1🍴 0📅 Jan 23, 2026

SKILL.md


Clarify - Specification Clarification

Overview

Systematically identify and clarify underspecified areas in functional specifications before moving to technical planning.

Announce at start: "I'm using the clarify skill to identify and resolve specification gaps."

When to Use

  • After creating functional specification (SpecKit/specify)
  • Before creating technical plan (SpecKit/plan)
  • When specification has ambiguous or missing details
  • When requirements need further refinement

The Process

Step 1: Review Specification

  1. Read the specification file (specs/<feature-id>/spec.md)
  2. Identify areas that are:
    • Ambiguous or unclear
    • Missing details
    • Inconsistent
    • Potentially problematic

Step 2: Structured Clarification

Use sequential, coverage-based questioning:

Categories to Cover:

  1. Data Model

    • What data structures are needed?
    • What are the relationships?
    • What are the constraints?
  2. User Interactions

    • What are all possible user actions?
    • What happens in each case?
    • What are the edge cases?
  3. Business Rules

    • What are the validation rules?
    • What are the business constraints?
    • What are the error scenarios?
  4. Performance & Scale

    • What are the expected volumes?
    • What are the performance requirements?
    • What are the scalability needs?
  5. Integration Points

    • What external systems are involved?
    • What are the integration requirements?
    • What are the API contracts?

Step 3: Record Clarifications

Add a Clarifications section to the specification:

## Clarifications

### Data Model
**Q:** What data structures are needed for albums?
**A:** Albums contain: id, name, date, photos array, created_at timestamp.

### User Interactions
**Q:** What happens when user drags album to invalid location?
**A:** Album returns to original position, show error message "Albums cannot be nested".
...

Step 4: Update Specification

  • Update spec.md with clarifications
  • Revise affected sections if needed
  • Ensure consistency across document

Step 5: Validate Completeness

Ask user:

  • Are all questions answered?
  • Are there any remaining ambiguities?
  • Is specification ready for planning phase?

Example Usage

/speckit.clarify

The skill will:

  1. Review the specification
  2. Ask questions one at a time
  3. Record answers in Clarifications section
  4. Update specification as needed

Optional: Free-Form Refinement

After structured clarification, you can add free-form refinements:

For each sample project, there should be a variable number of tasks between 5 and 15 
tasks randomly distributed into different states of completion. Make sure that there's 
at least one task in each stage of completion.

Key Principles

  • One question at a time: Don't overwhelm with multiple questions
  • Coverage-based: Systematically cover all areas
  • Record answers: Document clarifications in specification
  • Update spec: Revise specification based on clarifications
  • Validate: Ensure specification is complete before planning

When to Skip Clarification

You can skip clarification if:

  • Specification is intentionally vague (spike/exploratory prototype)
  • Requirements are already very detailed
  • User explicitly requests to skip

In this case, explicitly state: "Skipping clarification phase as specification is intentionally exploratory."

Integration with Other Skills

  • Before: Use SpecKit/specify to create specification
  • After: Use SpecKit/plan to create technical implementation plan
  • Alternative: Use Superpowers/brainstorming for design exploration

Score

Total Score

55/100

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