/rollout-brief

Stakeholder-ready summary document for any A/B test. Combines verdict, financial impact, segment analysis, and recommendations into a single shareable brief.

Copy-paste to Slack, email, or present in a meeting.

Works with both active and ended tests.

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Step 0: Workspace Check

test -d ~/intelligems-analytics/venv && test -f ~/intelligems-analytics/ig_client.py && echo "READY" || echo "NEEDS_SETUP"

If NEEDS_SETUP: Run the /intelligems-core skill first.

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Step 1: Get API Key

Check for existing key and ask if missing. Same pattern as other skills.

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Step 2: Copy Rollout Script

cp references/rollout.py ~/intelligems-analytics/rollout.py

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Step 3: Select Test

Pass a test ID directly or let the script list active experiments.

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Step 4: Run Analysis

cd ~/intelligems-analytics && source venv/bin/activate && python3 rollout.py [optional_test_id]

The script will:

1. Fetch test details + overview analytics + 3 segment types
2. Compute verdict, financial projections, and segment analysis
3. Generate a structured stakeholder brief

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Step 5: Present Brief

The output is already formatted as a stakeholder document. Present it directly — it's designed to be shared as-is.

Sections:

1. Executive Summary — 2-3 sentence verdict + business case
2. Test Details — Name, type, runtime, traffic
3. Results — Primary metric with verdict
4. Financial Impact — Projected annual/monthly impact
5. Segment Analysis — Key segments with rollout implications
6. Recommendation — Clear action with reasoning
7. Next Steps — Concrete follow-up actions

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Step 6: Set Up Slack Automation (Optional)

cd ~/intelligems-analytics && source venv/bin/activate && python3 rollout.py <test_id> --slack "<webhook_url>"

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Notes

• 5 API calls — 1 detail + 1 overview + 3 segment types.
• Designed for sharing — The terminal output reads like a document, not a data dump.
• Combines other skills' logic — Uses verdict, profit impact, and segment analysis in one output.
• Slack output — Comprehensive Block Kit message with all sections.