clari-local-dev-loop

name	clari-local-dev-loop
description	Set up local development for Clari API integrations with mock data. Use when building forecast dashboards, testing export pipelines, or iterating on Clari data transformations locally. Trigger with phrases like "clari dev setup", "clari local testing", "develop with clari", "clari mock data".
allowed-tools	Read, Write, Edit, Bash(npm:*), Bash(python3:*), Grep
version	1.0.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","revenue-intelligence","forecasting","clari"]
compatible-with	claude-code

Clari Local Dev Loop

Overview

Local development workflow for Clari integrations: mock forecast data for offline testing, schedule recurring exports, and build data transformation pipelines.

Prerequisites

• Completed clari-install-auth setup
• Python 3.10+ or Node.js 18+
• Local database or data warehouse access for testing

Instructions

Step 1: Project Structure

clari-integration/
├── src/
│   ├── clari_client.py       # API client wrapper
│   ├── export_pipeline.py    # Export and transform pipeline
│   ├── models.py             # Data models for forecast data
│   └── config.py             # Environment config
├── tests/
│   ├── fixtures/
│   │   ├── forecast_export.json    # Sample export response
│   │   └── job_status.json         # Sample job status
│   └── test_pipeline.py
├── .env.local                # Dev credentials (git-ignored)
├── .env.example
└── requirements.txt

Step 2: Mock Forecast Data for Testing

# tests/fixtures/forecast_export.json
MOCK_FORECAST = {
    "entries": [
        {
            "ownerName": "Jane Smith",
            "ownerEmail": "[e-mail]",
            "forecastAmount": 250000,
            "quotaAmount": 300000,
            "crmTotal": 180000,
            "crmClosed": 120000,
            "adjustmentAmount": 15000,
            "timePeriod": "2026_Q1"
        },
        {
            "ownerName": "Bob Johnson",
            "ownerEmail": "[e-mail]",
            "forecastAmount": 180000,
            "quotaAmount": 250000,
            "crmTotal": 140000,
            : ,
            : ,
            : 
        }
    ]
}