Analyze and optimize Meta Ads performance
manageskillsetup L2★2,106
nowork-studio/toprank ↗Causal-lift measurements
ad-campaign-optimization-4pp vs no-skill baselinewith-skill 64% · baseline 68%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Analyze and optimize Meta Ads performance and delivery
Best for
Meta advertisers with 5+ ad sets who need diagnostic clarity on what is actually working, waste identification in dollars, and confidence-checked recommendations before making changes.
Inputs
- · Ad account ID or business account
- · Campaign + ad set + ad creative metadata
- · Performance data (spend, ROAS, CPA, CTR, frequency, CPM, impressions)
- · Attribution window setting (7DCV, 1DCV, etc.)
Outputs
- · Performance ranking and waste analysis (dollars, ROAS, CPA)
- · Optimization recommendations (budget, creative, audience, pause/consolidate decisions)
- · Diagnostic findings (Learning Phase status, creative fatigue, frequency pressure)
Requires
- · Meta MCP server (notfair/toprank)
- · Graph API parallel read (ads.graphParallel)
- · Write tools (pauseAdSet, updateAdSetBudget)
Preconditions
- · MCP detected and OAuth configured
- · Meta account connected via preamble.md setup
- · Ad sets have at least 7 days history for stable CPA/ROAS signals
Failure modes
- · Recommends changes during Learning Phase (destabilizes delivery)
- · Ignores attribution window (ROAS 3.2x means nothing without window)
- · Treats ad strength as primary metric instead of conversion rate
- · Blames creative fatigue without checking frequency/CPM trend first
- · Stacks multiple edits without confirming expected impact
Trust signals
- · Explicit hierarchy: conversion rate > CTR > CPA > ad strength
- · Frequency-first triage rule: check CPM trend before adding budget
- · Attribution-window discipline enforced (7DC1DV, 1DCV cited in examples)
- · Learning Phase gating rule documented (only exit-acceleration changes allowed)
- · Confirm-before-write protocol with dollar impact forecasts