Paid Media Monitoring
SkillMonitoring & opsKeep your paid-ad accounts healthy by having your AI check them for pacing, performance, creative fatigue, and tracking problems. Once added, your AI can run daily or weekly reviews, look into anomalies, verify campaigns after launch, and monitor delivery, policy, and data quality across supported platforms.
Available today. Use it from your connected AI after setup.
No other account needed.
After adding it, ask your AI to run a check on one of your ad accounts, such as a pacing review, an anomaly review, or a post-launch verification.
Then ask your AI: use the Paid Media Monitoring skill
What your AI can do with it
- Check budget pacing on your ad accounts
- Review delivery and performance to find anomalies
- Spot creative fatigue in running ads
- Verify tracking and data quality are sound
- Flag policy issues in your ads
- Run daily or weekly monitoring and verify campaigns after launch
What this skill tells your AI
The instructions your AI receives, as published by agricidaniel/claude-ads in skills/ads-monitor/SKILL.md and read by ahel’s review.
- Load two or more normalized snapshots with compatible account, timezone, currency, metric, and attribution definitions.
- Validate data freshness and finalization windows before comparing periods.
- Separate expected learning, seasonality, reporting latency, and planned changes from unexplained anomalies.
- Evaluate pacing, delivery, conversion quality, unit economics, creative fatigue, tracking health, policy status, and changed account objects.
- Return observations, confidence, likely causes, required investigation, and decision thresholds. Do not mutate the account.
- Persist a versioned monitoring bundle and link detected failures to regression or follow-up tasks.
Do not alert on percentage changes with trivial denominators or incomparable windows. State when evidence cannot distinguish noise from a material change.
Signals
- GitHub stars
- 9k
- Forks
- 1k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
ads-monitor- Source
- github.com/agricidaniel/claude-ads