intelligems-rollout-brief

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

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Sourcevictorpay1/intelligems-analytics
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NPX Install

npx skill4agent add victorpay1/intelligems-analytics intelligems-rollout-brief

Tags

Translated version includes tags in frontmatter
ab-testingreport-generationintelligemsdata-analysisslack-automation

SKILL.md Content

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/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.

Step 0: Workspace Check

bash
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.

Step 1: Get API Key

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

Step 2: Copy Rollout Script

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

Step 3: Select Test

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

Step 4: Run Analysis

bash
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

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

Step 6: Set Up Slack Automation (Optional)

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

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.