realtime-campaign-monitorMonitor live campaign health and anomalies across Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, and DSP/programmatic.
Install via ClawdBot CLI:
clawdbot install danyangliu-sandwichlab/realtime-campaign-monitorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
An e-commerce brand launching a new product on Meta and Google Ads experiences a sudden drop in impressions and conversions due to pixel tracking breakage. This skill would analyze the incident scope, rank severity, provide immediate mitigation steps like pausing affected campaigns and fixing tracking, and generate an escalation ticket for the media operations team to ensure a timely relaunch.
A SaaS company running ads on TikTok and YouTube Ads wants to audit multiple accounts for policy compliance and budget efficiency before a quarterly growth push. The skill would validate data freshness, detect setup gaps like incorrect bidding strategies, output a readiness scorecard with blocking risks, and recommend owner-level actions such as adjusting budgets and creative testing cadences.
A media agency managing DSP/programmatic campaigns for a retail client notices unexplained spend spikes across several campaigns without corresponding conversion lifts. The skill would triage anomalies by analyzing logs and time windows, prioritize containment actions like pausing high-risk audiences, and emit an incident ticket payload with severity rankings for escalation to prevent further waste.
An Amazon seller experiences declining sales despite increased ad spend on Amazon Ads, indicating potential issues with query intent or listing optimization. The skill would assess the incident scope, detect anomalies in conversion rates, provide mitigation actions focused on keyword refinement and bid adjustments, and output a monitoring checklist to track recovery post-implementation.
A global brand running ads on Meta, Google Ads, and TikTok Ads needs a comprehensive audit to ensure policy compliance and avoid billing issues ahead of a major campaign. The skill would validate event completeness, flag high-severity risks like policy violations, recommend channel-specific actions such as creative testing for Meta and intent optimization for Google, and generate a structured handoff payload for legal or finance teams.
Companies offering software subscriptions use this skill to monitor ad campaigns driving user sign-ups and retention. It helps optimize ROAS by detecting anomalies in conversion funnels across platforms like Meta and Google Ads, ensuring efficient budget allocation and minimizing spend waste through real-time thresholding and alert playbooks.
Direct-to-consumer e-commerce brands rely on this skill for real-time campaign health monitoring to maximize profit from ads on Amazon Ads, TikTok Ads, and DSP/programmatic. It aids in triaging issues like pixel breakage or spend spikes, providing actionable plans to recover sales and maintain budget efficiency during peak seasons or product launches.
Advertising agencies managing client campaigns across multiple platforms use this skill to deliver growth decisions and operational oversight. It supports anomaly detection and mitigation for diverse clients, from retail to SaaS, by outputting severity-ranked findings and escalation tickets, enhancing service quality and client retention through data-driven insights.
💬 Integration Tip
Ensure input data like entity_ids and time_window are accurately provided from your ad platforms' APIs to enable effective anomaly detection and actionable output generation.
Scored Apr 19, 2026
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