Audit TikTok Ads measurement, Pixel and Events API, mobile-first creative, audiences, Smart+, Shop and commerce campaigns, bidding, budgets, pacing, attribution, and policy.
SkillScore77Maintained
Automatic
◆Marketing & Content pack
Last verified 8/12/2026
What it changes
Passed 17 of 22 test cases with the skill, and 10 of 22 without it.
Without skill45%
With skill77%
Checks it passed that the model alone missed
Leaves beta and unreleased platform features unscored
Presents audit findings within a structured JSON schema
Declines to prescribe a universal attribution window rule
and 6 more in the full report
8 fixed9 passed either way4 still failing1 broke
Pass-rate lift
+32 pp
Tokens
+16%
Agent turns
0%
Response time
0%
Model gemini-3.6-flashMeasured 8/12/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
Can you review our recent TikTok advertising campaigns for our US e-commerce store? We've exported our spend, bidding strategies, creative performance, and conversion data for the last 30 days. Please run an audit on our account controls, creative formats, and attribution setup, then provide a comprehensive report detailing our platform health, key observations, diagnoses, and prioritized recommendations.
What was checked, without and with the skill
Checked
Without skill
With skill
Omits numerical health score calculations from the output
Passed
Passed
Presents audit findings within a structured JSON schema
Missed
Passed
case-01 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md33 linessingle file
TikTok Ads Audit
Procedure
Read the main ads operating contract and thinking framework.
Collect objective, conversion definition, account and campaign age, geography,
date window, timezone, currency, spend, targets, and available data sources.
Read ads/references/tiktok-audit.md and only the relevant shared measurement,
benchmark, creative, automation, policy, and scoring references.
Normalize inputs and retain lineage to each export, screenshot, API result, or
manual value.