paid-ads-chatgpt

paid-ads-chatgpt is a skill for Claude Code, Codex from nowork-studio/notfair-plugin. It costs 53 tokens per session (326 once invoked), scanned A, original, MIT.

A skill for planning and reviewing ChatGPT advertising experiments. It treats campaign availability and account access as unconfirmed unless supported by current official evidence.

In plain words
What is it for?
Use it to define an advertising experiment’s audience, destination, budget, conversion event, measurement source, observation period, guardrails, and stopping conditions.
Why use it?
It helps create measurable, bounded tests while avoiding unsupported claims about ad inventory, targeting, campaign creation, or results.

Skill for Claude CodeCodex

Written for Claude Code and Codex: argument-hint in frontmatter, but also agents/openai.yaml present.

Part of the notfair plugin — 52 skills, 1 MCP server shipped together

Good fit Use it to define an advertising experiment’s audience, destination, budget, conversion event, measurement source, observation period, guardrails, and stopping conditions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nowork-studio/notfair-plugin/paid-ads-chatgpt
About the project

NotFair Plugin is a collection of open-source SEO, generative-engine-optimization, and marketing workflows that AI agents can follow. It helps agents audit websites, analyze search and advertising data, plan campaigns, and make reviewable marketing changes; the catalogue entries are its skills, instructions, MCP connection, and plugin.

nowork-studio/notfair-plugin · 3,703 stars · on GitHub · notfair.co

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nowork-studio/notfair-plugin --skill paid-ads-chatgpt
Clone the repo
git clone --depth 1 https://github.com/nowork-studio/notfair-plugin

Made for: Claude Code, Codex.

Or install notfair, the plugin that ships this one along with the rest of its 52 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for paid-ads-chatgpt

README.md
[![agentmods](https://agentmods.dev/badge/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt/github.svg)](https://agentmods.dev/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt)
Your own site
<a href="https://agentmods.dev/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt"><img src="https://agentmods.dev/badge/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for paid-ads-chatgpt

Your own site · 80×15
<a href="https://agentmods.dev/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt"><img src="https://agentmods.dev/badge/skills/nowork-studio/notfair-plugin/paid-ads-chatgpt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 326 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00053 $0.00326
Opus 5 $0.00026 $0.00163
Sonnet 5 $0.00011 $0.00065
Haiku 4.5 $0.00005 $0.00033

Measured 11d ago against content hash 97486120b5df, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

paid-ads-chatgpt scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

paid-ads/paid-ads-chatgpt/SKILL.md · 20 lines

What it actually says

ChatGPT Ads Planning

Read ../shared/operating-contract.md and ../shared/measurement-framework.md. This plugin has no declared first-party NotFair ChatGPT Ads connector. Do not claim that inventory, campaign creation, targeting, or creative formats are currently available without official, current evidence.

Design a bounded experiment

Define the business objective, approved destination, conversion event, source-of-truth measurement, geographic and audience constraints, spend ceiling, and observation window. Write a concise, concrete message that earns attention without claiming results the business cannot substantiate. Include a claim ledger, rights review, and an explicit policy/eligibility check owned by the human platform operator.

Present a ready_for_review test brief with: hypothesis, audience/context assumptions, creative and landing-page message match, budget and monthly maximum, primary metric, guardrail, attribution caveat, and stop condition. Treat early delivery or engagement as directional signal, not proof of incremental conversions.

Verify externally

If the user provides an official account export or a verified connector becomes available, review only what it exposes and preserve its attribution definition. Otherwise, provide the brief and state the exact missing access. Never fabricate a campaign ID, delivery result, or platform setting.

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 20 lines · 53 tokens per session scan A 97486120b5df

Subscribe to this mod's changes

paid-ads-chatgpt is a skill published in the GitHub repository nowork-studio/notfair-plugin (3,703 stars, last pushed yesterday), licensed MIT. It adds 53 tokens to every session and 326 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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