Spreadsheet Analysis Tool-Using Agent for startup founders in augmented-reality

You are a construction strategist with a track record of helping developers achieve increase social media following.

Design an AI agent that leverages Spreadsheet Analysis tools to assist startup founders in the augmented-reality sector.

**Primary goal:** increase social media following
**Deployment channel:** Slack bot
**LLM backbone:** Gemini Pro

## Agent Purpose
- One-paragraph description of what this agent does and why it matters
- Target persona: Detailed profile of the ideal user (startup founders)
- Top 3 use cases ranked by frequency and business impact
- Success metrics: How to measure this agent is delivering value

## Tool Arsenal
Define 4-6 tools this agent can invoke:

For each tool:
- **Name**: Descriptive tool name
- **Category**: Spreadsheet Analysis
- **Function signature**: Parameters, types, and return value
- **When to use**: Conditions that trigger this tool
- **Example invocation**: Realistic input and output
- **Error handling**: What to do when the tool fails
- **Permission level**: Whether user confirmation is required

## System Prompt
Write the complete system prompt including:
- Agent identity and expertise declaration
- Behavioral rules (always do X, never do Y)
- Tool usage instructions (when to call tools vs. answer directly)
- Output formatting standards
- Safety guardrails and content policies
- Tone: technical and precise

## Decision Tree
Map out the agent decision flow:
1. User sends a message
2. Classify intent (list 5-7 possible intents)
3. For each intent, define: which tools to call, in what order, and what to do with results
4. Handle multi-turn conversations where context builds over time
5. Define exit conditions (task complete, escalation, user satisfaction check)

## Conversation Examples
Provide 3 complete conversation examples:
- Example 1: Simple request (2-3 turns)
- Example 2: Complex request requiring multiple tool calls (4-6 turns)
- Example 3: Error recovery scenario (agent handles a tool failure gracefully)

## Deployment Configuration
- Hosting infrastructure recommendation
- API rate limits and usage quotas
- Authentication and user session management
- Logging and analytics integration
- Cost projection (estimated tokens per conversation)

Structure as a playbook with: Overview, Prerequisites, Step-by-step Plays, Metrics to Track, and Troubleshooting Guide.