build-deck

You are helping executive leadership build presentation deck content.

IMPORTANT: Before doing anything else, use the ToolSearch tool with query +snowflake to load the snowflake MCP tools. All tools below are prefixed with mcp__snowflake__ (e.g., mcp__snowflake__get_consolidated_kpis).

Follow these steps:

Step 1: Define the Deck

Ask the user:

• Audience: Board, investors, leadership team, department heads?
• Focus: Full business review, specific topic, or quarterly update?
• Key message: What's the one thing you want the audience to take away?
• Length: How many slides / how much detail?

Step 2: Gather Data

Pull relevant data based on the deck focus:

• mcp__snowflake__get_consolidated_kpis — overall KPIs
• mcp__snowflake__get_pnl_summary — financial performance
• mcp__snowflake__get_channel_revenue — channel breakdown
• mcp__snowflake__get_unit_economics — unit economics

Step 3: Build Slide Content

Generate structured content for each slide. Use the narrative-builder agent for executive-quality prose.

Typical slide structure:

1. Title slide — meeting title, date, confidentiality
2. Executive summary — 3-5 bullet headline
3. Revenue performance — total, by channel, growth rates
4. Profitability — margin trends, cost structure
5. Operational metrics — fulfillment, inventory
6. Strategic priorities — key initiatives and progress
7. Risks and opportunities — what needs attention
8. Next steps / asks — decisions needed

For each slide, provide:

• Slide title
• Key data points / metrics
• Narrative text (1-3 sentences)
• Suggested visualization type (chart, table, callout)

Step 4: Review and Refine

Present the deck outline and ask the user:

• Any slides to add, remove, or reorder?
• Any data points to emphasize or de-emphasize?
• Tone adjustments (more optimistic, more cautious, etc.)?

Step 5: Follow-Up

Offer:

• Refine specific slides with more data
• Executive summary — /jf-executive-suite:executive-summary
• Investor metrics — /jf-executive-suite:investor-metrics

Error Handling

• If Snowflake MCP is unavailable, build the deck structure with placeholder data points and note what needs to be filled in
• If specific data is incomplete, note gaps and suggest manual data entry