kalodata-monitor

Scheduled research runs with auto-alerts for NEW viral products. Runs on configurable schedule (hourly/daily/weekly), detects new products by comparing with previous runs, alerts on revenue threshold crossings, and sends notifications via Slack webhook. Use when working with kalodata monitor.

Jump to install

Repository: oyi77/1ai-skills
Last source activity: July 31, 2026 at 15:22
Detected SKILL.md language: English
Stars: 8
Forks: 0

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

Back to search Back to installation

name	kalodata-monitor
description	Scheduled research runs with auto-alerts for NEW viral products. Runs on configurable schedule (hourly/daily/weekly), detects new products by comparing with previous runs, alerts on revenue threshold crossings, and sends notifications via Slack webhook. Use when working with kalodata monitor.
domain	integrations
author	oyi77
license	Apache-2.0
subdomain	integrations
tags	["api","integrations","kalodata","monitor","slack","third-party","webhook"]
metadata	{"model":"sonnet"}
version	1.0.0

Kalodata Monitor Skill

Scheduled research automation with intelligent new product detection and Slack alerts.

Overview

Enables scheduled research automation with intelligent new product detection and Slack alerts. Runs on configurable schedules (hourly/daily/weekly), detects new products by comparing with previous runs, alerts on revenue threshold crossings, and sends notifications via Slack webhook.

When to Use

Trigger phrases:

"kalodata monitor"
"User wants continuous monitoring of TikTok Shop product categories"
"User needs automatic detection of NEW products entering the market"
"User wants alerts when products cross revenue thresholds"
User wants continuous monitoring of TikTok Shop product categories
User needs automatic detection of NEW products entering the market
User wants alerts when products cross revenue thresholds
User prefers Slack notifications for urgent product discoveries
User needs scheduled research runs without manual intervention

The Process

Configure monitoring profile – Set up profile with category, goal, schedule, and Slack webhook
Set alert conditions – Define revenue thresholds and other alert criteria
Run or schedule monitoring – Execute profile manually or let it run on schedule
Review alerts – Check Slack for notifications and new product findings
Take action – Investigate new products and make business decisions

When NOT to Use

Task is outside your authorization scope
You need to implement controls (use implementing-* skills)
Task is about analysis, not action (use analyzing-* skills)
You don't have access to target systems
Task requires compliance expertise (consult professionals)
Task is about defense, not offense (use defensive skills)

Red Flags

Expecting real-time monitoring (this skill runs on scheduled intervals, not streaming)
Using this for one-time research tasks (use kalodata-research-automation instead)
Monitoring unrelated categories or markets (stick to TikTok Shop Indonesia)
Ignoring alert configuration (alerts without thresholds are just noise)

Verification

import { createMonitor, loadMonitorConfig, createProfile } from './index.js';

const config = loadMonitorConfig('./.kalodata-monitor');
const monitor = createMonitor(config);

const profile = createProfile({
  id: 'beauty-trending',
  name: 'Beauty Trending',
  category: 'Beauty',
  goal: 'trending',
  schedule: 'daily',
  slackWebhook: 'https://hooks.slack.com/services/xxx',
});

monitor.saveProfile(profile);
const result = await monitor.runProfile('beauty-trending');
console.log(`Found ${result.newProducts.length} new products`);

# Set credentials
export KALODATA_SESSION=your_session
export KALODATA_CF_CLEARANCE=your_cf_clearance

# List profiles
node index.js list

# Add a new monitor
node index.js add "Beauty Trends" Beauty trending daily

# Run a specific profile
node index.js run profile-123

# Run all enabled profiles
node index.js run

interface MonitorProfile {
  id: string;
  name: string;
  category: string;      // Product category name or ID
  goal: string;         // Research goal (trending, emerging, etc.)
  schedule: 'hourly' | 'daily' | 'weekly';
  alerts: AlertCondition;
  topProducts?: number; // Default: 20
  slackWebhook?: string;
  enabled?: boolean;
}

interface AlertCondition {
  revenueMin?: number;              // Absolute revenue threshold
  revenueGrowthMultiplier?: number;  // Multiplier vs previous run
  opportunityScoreMin?: number;       // Minimum opportunity score (0-100)
  revenueCrosses?: number;            // Alert when crossing this revenue
}

{
  "enabled": true,
  "autoRun": false,
  "timeout": 30000,
  "retries": 3
}

KALODATA_SESSION=your_session_cookie
KALODATA_CF_CLEARANCE=your_cf_clearance_token

Command	Description
`list`	List all monitor profiles
`add <name> <category> <goal> <schedule> [webhook]`	Add new profile
`run [profile-id]`	Run profile or all profiles
`scheduled`	Run profiles due for their schedule
`remove <profile-id>`	Remove a profile
`enable <profile-id>`	Enable a profile
`disable <profile-id>`	Disable a profile
`config`	Show full configuration

# Basic usage
invoke <skill-name> with appropriate parameters

# Advanced usage with options
invoke <skill-name> --option value --verbose

node index.js add "Daily Beauty" Beauty trending daily $SLACK_WEBHOOK

node index.js add "Weekly Emerging" Beauty emerging weekly

node index.js add "Hourly High-Opp" Electronics trending hourly

const result = await monitor.runProfile(profileId);

// Result contains:
{
  profileId: string,
  products: ProductSnapshot[],      // All products from this run
  newProducts: ProductSnapshot[],    // NEW since last run
  crossedThreshold: ProductSnapshot[], // Products crossing thresholds
  alerts: Alert[],                   // Generated alerts
}

# Run every hour
0 * * * * cd /path/to/project && node index.js scheduled

# Run daily at 6 AM
0 6 * * * cd /path/to/project && node index.js scheduled

📋 Monitor Profiles:

  ✅ Beauty Trending
     Category: Beauty | Goal: trending | Schedule: daily
     Last run: 2/19/2026, 10:30:00 AM

🚀 Running all enabled profiles...

📊 Run Results:
  New products: 5
  Threshold crossings: 2
  Alerts: 3

✅ Slack notification sent successfully

Rationalization	Reality
"I will handle auth later"	Retrofitting auth is 10x harder. Build it from day one.
"APIs do not change"	APIs change. Version your integrations and handle deprecations.
"Webhooks are optional"	Without webhooks, you miss real-time events. They are essential.