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Meta Ads Performance Recovery Engine
Diagnose Meta Ads performance drops, identify wasted spend, and generate prioritized 7-day recovery plans.
$7.99
Meta Ads Performance Recovery Engine
Example session with this skill installed
Analyze this last 30 days of data. Campaign A: $5k spend, 1.2 ROAS, $45 CPA. Campaign B: $2k spend, 3.8 ROAS, $12 CPA. Campaign B frequency is 4.5, CTR dropped from 2% to 1.1% this week.
- Read your context and instructions
- Compiled the meta ads performance
- Generated the document
I have analyzed the provided campaign data for the last 30 days. The audit reveals a significant budget imbalance where 71% of spend is allocated to a sub-optimal campaign, while a high-performing asset shows clear signs of creative fatigue that requires immediate intervention.
META ADS PERFORMANCE RECOVERY REPORT
Executive Summary
Current performance is heavily weighted toward Campaign A despite its poor efficiency. Campaign B is the primary growth driver but is currently experiencing a performance decay due to high frequency and declining engagement. Immediate redistribution of budget and creative refreshing is required to stabilize the account ROAS.
Performance Snapshot
| Metric | Current | Comparison | Interpretation |
|---|---|---|---|
| Total Spend | $7,000 | N/A | Concentrated in Campaign A |
| Avg ROAS | 1.94 | N/A | Below target based on B's potential |
| Avg CPA | $35.50 | N/A | Weighted high by Campaign A |
| CTR (B) | 1.1% | 2.0% | Significant 45% drop |
Campaign Decisions
| Campaign | Decision | Reason | Priority |
|---|---|---|---|
| Campaign A | REDUCE | ROAS (1.2) is 68% lower than Campaign B. Inefficient scaling. | High |
| Campaign B | OPTIMIZE | High ROAS but frequency (4.5) is triggering creative fatigue. | Critical |
Testing Queue
| Priority | Test | Hypothesis | Primary Metric | Decision Rule |
|---|---|---|---|---|
| 1 | Creative Refresh | New hooks will reset frequency fatigue and restore 2% CTR. | CTR | If CTR > 1.8%, move budget from A to B. |
| 2 | Audience Expansion | Broader targeting will lower frequency on Campaign B. | Frequency | If Frequency < 3.0 and ROAS holds, scale 20%. |
7-Day Recovery Plan
- Day 1: Reduce Campaign A budget by 30%. Audit creative assets in Campaign B.
- Day 2: Draft 3 new creative hooks for Campaign B based on top-performing historical angles.
- Day 3: Launch Creative Refresh test in Campaign B.
- Day 4-5: Monitor CTR and CPC on new assets; do not adjust budget.
- Day 6: Compare new creative performance against the fatigued baseline.
- Day 7: Scale winning creative; document findings for next sprint.
Next steps
- Export the specific creative IDs for Campaign B to identify which visuals are fatiguing fastest.
- Confirm the break-even ROAS for Campaign A to determine if a full PAUSE is necessary.
- Upload new ad creatives to the testing ad set in Campaign B.
meta-ads-performance-recovery-engine.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Media buyers and agency owners often struggle to identify exactly why Meta Ads performance is dipping or where budget is being wasted across hundreds of ads. Manually auditing campaign data to find creative fatigue or audience friction is time-consuming and prone to human bias.
What it does
- Analyzes raw campaign exports to identify high-spend, low-return assets.
- Detects creative fatigue signals by correlating frequency, CTR, and CPA trends.
- Categorizes every campaign and ad set into specific actions: Scale, Keep, Optimize, Test, Reduce, or Pause.
- Generates a prioritized testing queue with specific hypotheses and decision rules.
- Builds a step-by-step 7-day recovery roadmap tailored to the account's specific data points.
Why this beats prompting it yourself
General-purpose prompts often hallucinate performance improvements or ignore statistical significance. This skill uses a structured diagnostic engine that separates observed facts from assumptions and refuses to invent metrics when data is missing. It enforces a professional agency-style reporting format that focuses on evidence-based decisions rather than vague marketing advice.
Use cases
- Performing weekly account audits for agency clients to justify budget shifts.
- Diagnosing sudden ROAS drops in e-commerce storefronts.
- Identifying specific creative hooks that are fatiguing before they drain the monthly budget.
- Onboarding new accounts by identifying historical waste and low-hanging fruit.
Known limitations
Requires structured campaign data (Spend, CTR, CPA, ROAS, etc.). It cannot access live Meta Ads Manager accounts directly and relies on provided data exports.</
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
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