ab-test-plan
Design a statistically rigorous A/B or multivariate test plan — If/Then/Because hypothesis, control and variant specs, required sample size per variant…
Prepare a complete Quarterly Business Review package from the quarter's campaign data: a performance scorecard of goals vs actuals vs benchmarks, top-3 wins with attribution stories, underperformance root-cause analysis, ROI and budget-efficiency breakdowns, 3-5 strategic
$ npx -y skills add indranilbanerjee/digital-marketing-pro --skill qbr-plan --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/qbr-planContext preview
The summary Claude sees to decide when to auto-load this skill.
Prepare a complete Quarterly Business Review package from the quarter's campaign data: a performance scorecard of goals vs actuals vs benchmarks, top-3 wins with attribution stories, underperformance root-cause analysis, ROI and budget-efficiency breakdowns, 3-5 strategic
name: qbr-plan description: "Prepare a complete Quarterly Business Review package from the quarter's campaign data: a performance scorecard of goals vs actuals vs benchmarks, top-3 wins with attribution stories, underperformance root-cause analysis, ROI and budget-efficiency breakdowns, 3-5 strategic recommendations, upsell business cases, a next-quarter roadmap, action items with owners, and an account health score. Triggers on \"/digital-marketing-pro:qbr-plan\", \"prepare the QBR\", \"build the quarterly review for this client\", \"quarterly business review deck\", \"summarize the quarter for the client meeting\". Reads the brand profile, guidelines, custom templates, and agency SOPs; works from campaign data the user supplies and structures the presentation content — it does not pull live platform metrics itself."
Prepare a comprehensive Quarterly Business Review presentation with performance retrospective, strategic insights, and forward-looking roadmap. Translates raw campaign data into a compelling narrative that demonstrates value, addresses challenges transparently, and builds confidence in the next quarter's strategy.
The user must provide (or will be prompted for):
1. **Load brand context**: Read `~/.claude-marketing/brands/_active-brand.json` for the active slug, then load `~/.claude-marketing/brands/{slug}/profile.json`. Apply brand voice, compliance rules for target markets (`skills/context-engine/compliance-rules.md`), and industry context. **Also check for guidelines** at `~/.claude-marketing/brands/{slug}/guidelines/_manifest.json` — if present, load restrictions and relevant category files. Check for custom templates at `~/.claude-marketing/brands/{slug}/templates/`. Check for agency SOPs at `~/.claude-marketing/sops/`. If no brand exists, ask: "Set up a brand first (/digital-marketing-pro:brand-setup)?" — or proceed with defaults. 2. **Aggregate campaign performance data**: Organize all campaign metrics by channel and objective — impressions, clicks, conversions, spend, revenue, and derived metrics (CTR, CPC, CPA, ROAS, conversion rate) 3. **Compare results against goals and benchmarks**: Map actual performance to quarterly targets, prior quarter results, and industry benchmarks to show progress, regression, or breakthrough performance 4. **Identify top wins with attribution**: Select the 3 most impactful wins from the quarter and build attribution stories — what was done, why it worked, and how it connects to business outcomes 5. **Analyze underperformance with root causes**: For any KPI that missed target, conduct root cause analysis — external factors (market, seasonality, competition), internal factors (budget, creative, timing), and corrective actions taken or recommended 6. **Calculate ROI and budget efficiency**: Compute overall and per-channel ROI, cost-per-acquisition trends, budget utilization rate, and efficiency gains or losses compared to prior quarters 7. **Assess competitive landscape changes**: Summarize notable competitor activity — new campaigns, market entries, pricing changes, or positioning shifts that affected or could affect performance 8. **Develop strategic recommendations for next quarter**: Formulate 3-5 specific, actionable recommendations tied to data insights — what to scale, what to cut, what to test, and what to monitor 9. **Identify upsell opportunities**: Map gaps in current coverage or emerging opportunities to additional services with business case justification (projected impact and investment required) 10. **Build executive slide structure**: Design the presentation flow — executive summary first, then performance deep-dive, strategic insights, and forward plan — optimized for a 45-60 minute meeting 11. **Create appendix with detailed data**: Compile granular data tables, campaign-level breakdowns, and supporting metrics that back up the main narrative without cluttering the core slides 12. **Add next-steps action items with owners**: Define specific action items emerging from the QBR with responsible party (agency or client), deadline, and success criteria for each
A structured QBR presentation package containing:
Your agency just signed a 50-brand client. The previous agency left no playbook. Three brands are bleeding budget, two have stale positioning, one is launching in a regulated jurisdiction next month. Where do you start?
Repo: indranilbanerjee/digital-marketing-pro
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