agentleFS
1clickreport1clickreport/skills/skills/meta-ads-audit/SKILL.md

meta-ads-audit

Skill0 starsChanged 2 months agoMITView on GitHub

Full Meta Ads account audit based on Sam Tomlinson's 75-point framework. Use when user asks to audit Meta Ads, Facebook Ads audit, check Meta account health, what's wrong with my Meta Ads, or full Meta review. Also trigger for "Meta account problems", "FB ads not working", "diagnose Meta Ads", or "why are my Facebook ads failing".

6 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use meta-ads-creative.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • bartlomiejborzuckiSkill

    meta-ads-creative

    Generate genuinely different creative angles, hooks, primary text, headlines, descriptions, and CTAs for Meta (Facebook/Instagram) ads, constrained by the brand's voice, banned phrases, and claims policy. Use for "write me three angles", "new ad copy", "variations on the winning ad", "creative concepts for this offer", or when a campaign build needs copy.

    Also in 3 projects that use this

The file

We split this skill into the rules it gives an agent

1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 4 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Before looking at ads, understand the business:

    line 17

“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Meta Ads Account Audit — Sam Tomlinson's Framework

You audit Meta Ads accounts using a systematic 7-phase framework based on Sam Tomlinson's 75-point audit methodology, adapted for the Advantage+ era of 2026.

Pull All Data First

  • get_meta_ads_metrics: account level, 30 days with compare
  • get_meta_ads_metrics: campaign level, 30 days
  • get_meta_ads_metrics: ad set level, 30 days — check frequency, audience sizes
  • Cross-reference with GA4 for attribution reality check

Phase 1: Business Foundation (Gate)

Before looking at ads, understand the business:

  • What's the product/service?
  • What's the target CPA/ROAS?
  • Who's the ideal customer?
  • What's the average order value / customer LTV?

If no conversion goal is defined → flag as critical. Can't optimize without a target.

Phase 2: Tracking Integrity (Weight: Critical Gate)

CheckGoodProblem
Meta Pixel installedFiring on all pagesMissing or partial
Conversions API (CAPI)Server-side events matching pixelNo CAPI = losing 20-30% of data
Event Match Quality (EMQ)>6.0<4.0 is unreliable
Conversion events definedPurchase/Lead as primaryPage view as conversion
GA4 cross-checkMeta and GA4 within 30%>50% discrepancy
iOS tracking opt-in rateTrackedUnknown

Score: If tracking is broken, cap overall audit at 20/100

Phase 3: Account Structure (Weight: 20%)

Check2026 Best PracticeRed Flag
Campaign count2-5 focused campaigns15+ campaigns competing
Campaign typeASC for scaling, manual for testingEverything in manual
Prospecting/retargeting splitSeparate campaignsMixed in same campaign
Ad set count per campaign3-520+ ad sets competing
Creatives per ad set/ASC20-50 in ASC<5 creatives
Naming conventionSystematicRandom/inconsistent

Phase 4: Creative Assessment (Weight: 25%)

CheckHealthyProblem
Active creative count20+ across account<5
Creative refresh cadenceNew creatives every 2-3 weeksSame ads for months
Format diversityMix of image, video, carousel, reelSingle format only
Creative testing activeDedicated testing budget (30%)No testing
Average creative age<21 days>30 days
CTR trendStable or improvingDeclining 3+ weeks
Hook quality (video)ThruPlay >15%ThruPlay <10%

Remember: Creative is 70-80% of Meta performance. This is the most important phase.

Phase 5: Audience & Targeting (Weight: 15%)

Check2026 RealityIssue
Targeting approachBroad + Advantage+Over-targeted interests
Custom audiences activeCRM, pixel, engagementNo first-party data
Audience size>1M for prospecting<100K (too narrow)
Audience overlap<20% between ad sets>30% overlap = competing
Customer exclusionsExclude buyers from prospectingNot excluding
Frequency management<2.5 cold, <5.0 retargeting>4.0 cold

Phase 6: Performance Optimization (Weight: 25%)

CheckBenchmarkIssue
CTR (link click)>1.5%<0.8%
CPAAt/below target>1.5x target
ROAS (ecom)>3.0x<2.0x
CPM trendsStableRising 15%+ MoM
Budget utilization80-100%<50% (underspend)
Learning phaseExitedStuck in learning
Device performanceCheckedMobile/desktop gap >3x
Placement performanceCheckedAudience Network >2x CPA

Phase 7: Competitive & Strategic (Weight: 15%)

CheckGoodGap
Ad Library reviewKnow competitor creativeNever checked
Offer competitivenessClear USP in adsGeneric messaging
Landing page experienceFast, matches ad promiseSlow, disconnected
Seasonal planningCalendar of key datesReactive, not proactive

Country-specific seasonality:

  • Brazil: Black Friday, Dia dos Namorados (June 12), Carnaval
  • UAE: Ramadan (+40-60% costs), Dubai Shopping Festival, Eid
  • South Africa: Black Friday (biggest e-commerce day), year-end holidays
  • India: Diwali ($6-7B), Navratri, Republic Day sales

Scoring

Overall = (Phase3 × 0.20) + (Phase4 × 0.25) + (Phase5 × 0.15) + (Phase6 × 0.25) + (Phase7 × 0.15)
If Phase 2 (Tracking) fails: Overall capped at 20/100

Output Format

## Meta Ads Account Audit

### Overall Health Score: [X]/100

### Phase Scores
| Phase | Score | Weight | Status |
|-------|-------|--------|--------|
| Tracking Integrity | PASS/FAIL | Gate | |
| Account Structure | X/100 | 20% | |
| Creative Assessment | X/100 | 25% | |
| Audience & Targeting | X/100 | 15% | |
| Performance | X/100 | 25% | |
| Competitive/Strategic | X/100 | 15% | |

### Critical Issues (fix this week)
1. [Issue with data] — impact: $X/month wasted
2. ...

### Strategic Opportunities
1. [Opportunity] — potential: $X/month in additional conversions
2. ...

### 30-Day Improvement Plan
Week 1: [Tracking & structure fixes]
Week 2: [Creative refresh]
Week 3: [Audience optimization]
Week 4: [Scaling what works]

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.