clari-webhooks-events

name	clari-webhooks-events
description	Monitor Clari forecast changes using export job polling and change detection. Use when tracking forecast submission changes, building alerts for significant forecast movements, or syncing Clari data in near-real-time. Trigger with phrases like "clari webhooks", "clari notifications", "clari forecast alerts", "clari change detection".
allowed-tools	Read, Write, Edit, Bash(curl:*), Bash(python3:*)
version	1.0.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","revenue-intelligence","forecasting","clari"]
compatible-with	claude-code

Clari Webhooks & Events

Overview

Clari does not provide real-time webhooks. Instead, build change detection by comparing periodic exports. This skill covers scheduled export diffing, Slack alerts for forecast movements, and Copilot webhook integration.

Instructions

Step 1: Forecast Change Detection Pipeline

# forecast_monitor.py
import json
from pathlib import Path
from datetime import datetime

def detect_changes(
    current: list[dict],
    previous: list[dict],
    threshold_pct: float = 10.0,
) -> list[dict]:
    prev_map = {e["ownerEmail"]: e for e in previous}
    changes = []

    for entry in current:
        prev = prev_map.get(entry["ownerEmail"])
        if not prev:
            continue

        prev_fc = prev["forecastAmount"]
        curr_fc = entry["forecastAmount"]
        if prev_fc == 0:
            continue

        change_pct = ((curr_fc - prev_fc) / prev_fc) * 100
        if abs(change_pct) >= threshold_pct:
            changes.append({
                "rep": entry["ownerName"],
                "previous": prev_fc,
                "current": curr_fc,
                "change_pct": round(change_pct, 1),
                :   change_pct >   ,
                : datetime.utcnow().isoformat(),
            })

     (changes, key= x: (x[]), reverse=)

 ():
    Path(path).parent.mkdir(exist_ok=)
     (path, )  f:
        json.dump(entries, f)

 () -> []:
    :
         (path)  f:
             json.load(f)
     FileNotFoundError:
         []