Analyze

Analyze (Entry)

Read the evidence first, then separate the objective, deliverable, and candidate path.

When to activate

• Entering the analysis phase (workflow / plan_only).
• Need requirement scoring, clarification, or complexity routing.

Execution skeleton

1. Load references/analyze-rules.md first.
2. Read user-supplied material and relevant code, separate the objective, deliverable, and candidate path, then score completeness.
3. If the score is below threshold, follow auto_decide:
   • false: ask follow-up questions with assets/question-output.md.
   • true: state explicit assumptions, then continue.
4. After the score passes, hand off confirmed success criteria, scope, evidence, and unknowns that could still affect the result.
5. Render the phase summary with assets/success-output.md.

Resource navigation

• Long rules: references/analyze-rules.md
• Shared writing standards: ../references/shared-writing-dna.md (apply to all output)
• Output contract: ../references/output-contract.md (required sections, conditional enhancement, self-check)
• Follow-up template: assets/question-output.md
• Success template: assets/success-output.md
• Deterministic scoring script: scripts/score_requirement.py

Deterministic logic first

Use the script when the score must be auditable:

python3 skills/en/skills/sopify/analyze/scripts/score_requirement.py \
  --goal-clarity 2 \
  --expected-outcome 2 \
  --scope-boundary 1 \
  --constraints 1 \
  --require-score 7

The script returns JSON with total score, threshold result, and missing dimensions.

Boundaries

• This skill does not generate a plan package directly; hand off to design.
• This skill does not execute code changes directly; hand off to develop.