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Get Started Free →Discover, connect, and verify NotFair paid-ad integrations and their actual capabilities. Use when asked to connect an ad account, configure an ads MCP, check available tools, troubleshoot access, or determine whether NotFair can read or change a platform.
.claude/skills/nowork-studio-paid-ads-integrations/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 129% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -24% | 0% |
Read ../shared/operating-contract.md. Treat tool discovery as the source of truth; product documentation describes intent, not the current session's authorization.
../../docs/mcp-connection.md. Use its current instructions and capability descriptions to choose tools, and verify the requested platform and account from live data. Do not infer access from another connected platform.| Platform | NotFair path | Safe response when unavailable | |---|---|---| | Google Ads | Universal NotFair MCP google_ads_ tools; use the Google shared preamble | Connect/re-authenticate, then use the Google skills | | Meta Ads | Universal NotFair MCP meta_ads_ tools; use the Meta shared preamble | Connect/re-authenticate, then use the Meta skills | | X Ads | Universal NotFair MCP x_ads_ tools; resolve ~~x-ads | Connect/re-authenticate, then use /notfair:paid-ads-x | | LinkedIn Ads | Universal NotFair MCP linkedin_ads_ tools; resolve ~~linkedin-ads | Connect/re-authenticate, then use /notfair:paid-ads-linkedin | | Reddit Ads | Universal NotFair MCP reddit_ads_ tools; resolve ~~reddit-ads | Connect/re-authenticate, then use /notfair:paid-ads-reddit | | TikTok Ads | Universal NotFair MCP tiktok_ads_ tools; resolve ~~tiktok-ads | Connect/re-authenticate, then use /notfair:paid-ads-tiktok | | Amazon, ChatGPT Ads | No first-party NotFair surface declared by this plugin | Request a verified connector or export; stay plan/review-only |
Never invent a router, endpoint, tool name, account ID, or platform capability. Quote prices, quotas, and platform eligibility only from current official documentation when a user asks; do not infer them from a plan or another connector.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 22,821 | 9,984 | -56% | 1 | 1 | 0% | 3,466 | 2,049 | -41% | 0 | 0 | — |
case-02 | fail→pass | 14,682 | 9,345 | -36% | 1 | 1 | 0% | 2,301 | 2,174 | -6% | 0 | 0 | — |
case-03 | fail→pass | 17,718 | 10,734 | -39% | 1 | 1 | 0% | 2,511 | 2,381 | -5% | 0 | 0 | — |
case-04 | fail→pass | 6,043 | 8,610 | +42% | 1 | 1 | 0% | 737 | 1,688 | +129% | 0 | 0 | — |
case-05 | fail→pass | 11,929 | 7,565 | -37% | 1 | 1 | 0% | 2,205 | 1,205 | -45% | 0 | 0 | — |
case-06 | pass→pass | 6,651 | 7,821 | +18% | 1 | 1 | 0% | 834 | 1,530 | +83% | 0 | 0 | — |
case-07 | fail→fail | 13,614 | 4,862 | -64% | 1 | 1 | 0% | 2,161 | 1,274 | -41% | 0 | 0 | — |
case-08 | fail→fail | 12,379 | 5,090 | -59% | 1 | 1 | 0% | 1,604 | 1,218 | -24% | 0 | 0 | — |
case-09 | fail→pass | 13,725 | 6,389 | -53% | 1 | 1 | 0% | 1,958 | 1,482 | -24% | 0 | 0 | — |
case-10 | fail→pass | 16,405 | 7,931 | -52% | 1 | 1 | 0% | 2,237 | 1,763 | -21% | 0 | 0 | — |
case-11 | pass→pass | 11,376 | 10,426 | -8% | 1 | 1 | 0% | 1,796 | 2,001 | +11% | 0 | 0 | — |
case-12 | fail→fail | 13,365 | 5,621 | -58% | 1 | 1 | 0% | 765 | 1,284 | +68% | 0 | 0 | — |
case-13 | fail→pass | 13,258 | 5,659 | -57% | 1 | 1 | 0% | 1,721 | 1,364 | -21% | 0 | 0 | — |
case-14 | fail→pass | 11,866 | 7,236 | -39% | 1 | 1 | 0% | 1,897 | 1,290 | -32% | 0 | 0 | — |
case-15 | fail→fail | 20,365 | 7,614 | -63% | 1 | 1 | 0% | 3,405 | 1,900 | -44% | 0 | 0 | — |
case-16 | pass→pass | 17,058 | 5,463 | -68% | 1 | 1 | 0% | 2,474 | 1,228 | -50% | 0 | 0 | — |
case-17 | fail→fail | 10,362 | 2,642 | -75% | 1 | 1 | 0% | 1,538 | 790 | -49% | 0 | 0 | — |
case-18 | fail→fail | 21,246 | 5,459 | -74% | 1 | 1 | 0% | 1,003 | 852 | -15% | 0 | 0 | — |
case-19 | fail→fail | 21,406 | 3,091 | -86% | 1 | 1 | 0% | 1,200 | 900 | -25% | 0 | 0 | — |
case-20 | fail→fail | 13,590 | 2,763 | -80% | 1 | 1 | 0% | 2,015 | 809 | -60% | 0 | 0 | — |
case-21 | fail→pass | 12,362 | 3,765 | -70% | 1 | 1 | 0% | 1,877 | 845 | -55% | 0 | 0 | — |
case-22 | pass→pass | 11,838 | 10,304 | -13% | 1 | 1 | 0% | 1,817 | 1,930 | +6% | 0 | 0 | — |
case-23 | pass→pass | 10,560 | 7,729 | -27% | 1 | 1 | 0% | 1,808 | 1,752 | -3% | 0 | 0 | — |
case-24 | pass→fail | 13,325 | 12,132 | -9% | 1 | 1 | 0% | 1,713 | 2,084 | +22% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 24 cases were attempted, and 22 counted toward the lift figure. The other 2 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +33 percentage points is the difference between those two pass rates over the 22 comparable cases. 3 cases got worse with the skill loaded, and they are included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
| Model | Method | Date | Lift |
|---|---|---|---|
| gemini-3.6-flash | verified | 9/9/2026 | +59% |
| gemini-3.6-flash | verified | 8/29/2026 | 0% |
Other measured skills in the registry, with their headline benchmark lift.