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Diff Intake

Reads a PR or branch diff and outputs a structured change_brief YAML summarizing what changed, which files, and existing analytics patterns. First step in the instrumentation workflow.

rpatel05 Updated
Data & Analytics

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diff-intake

Analyze code changes (PR or branch diff) and produce a structured YAML summary for downstream instrumentation skills.

What it does

  1. Gets the diff (from PR or branch)
  2. Categorizes changes (feat, fix, refactor, etc.)
  3. Identifies user-facing vs internal changes
  4. Scans for existing analytics patterns
  5. Outputs change_brief YAML

Output Format

Produces a YAML block:

change_brief:
  primary: feat
  analytics_scope: high  # high, medium, low, none
  classification:
    types: [feat, refactor]
  file_summary_map:
    src/checkout/PaymentForm.tsx:
      layer: presentation
      summary: Added new payment method selection UI
      existing_instrumentation:
        - mixpanel.track('Payment Method Selected')

Usage

Invoked by add-analytics-instrumentation as Step 1.

Downstream: discover-event-surfaces consumes this YAML.

rpatel05/mcp-skills-playground/tree/main/plugins/mixpanel/skills/diff-intake commit f891a19f6c

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npx skillmds@latest add rpatel05/diff-intake