chatgpt-image-ad

chatgpt-image-ad is a skill for Claude Code, Codex from krusemediallc/arcads-claude-code. It costs 159 tokens per session (2,830 once invoked), scanned A, original, MIT.

A workflow for generating standalone image advertisements for Meta platforms such as Facebook and Instagram, using ChatGPT Image 2 through Arcads.

In plain words
What is it for?
Use it to generate one or more gpt-image-2 ad creatives for Meta campaigns.
Why use it?
It creates ad images with guarded text placement and safer handling of written characters, without including platform interface elements.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths.

Good fit Use it to generate one or more gpt-image-2 ad creatives for Meta campaigns.

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Install with agentmods
npx agentmods add skills/krusemediallc/arcads-claude-code/chatgpt-image-ad
About the project

Arcads AI Video is an agent skill pack and prompting workspace for creating marketing videos and images through an Arcads account. Claude Code and Cursor users use it to produce advertising creative with Arcads' video, image, audio, and template tools. The catalogue entries provide the skills, instructions, hook, setting, and rule that support this workflow.

krusemediallc/arcads-claude-code · 1,487 stars · on GitHub

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 krusemediallc/arcads-claude-code --skill chatgpt-image-ad
Clone the repo
git clone --depth 1 https://github.com/krusemediallc/arcads-claude-code

Made for: Claude Code, Codex.

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 chatgpt-image-ad

README.md
[![agentmods](https://agentmods.dev/badge/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad/github.svg)](https://agentmods.dev/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad)
Your own site
<a href="https://agentmods.dev/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad"><img src="https://agentmods.dev/badge/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad/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 chatgpt-image-ad

Your own site · 80×15
<a href="https://agentmods.dev/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad"><img src="https://agentmods.dev/badge/skills/krusemediallc/arcads-claude-code/chatgpt-image-ad.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 159 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,830 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 5 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Tool Misuse · line 23
    Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
    Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
  • high Privilege Escalation · line 97
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 107
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • medium Rogue Agent · line 75
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Agent Snooping · line 149
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 $0.00159 $0.02830
Opus 5 $0.00079 $0.01415
Sonnet 5 $0.00032 $0.00566
Haiku 4.5 $0.00016 $0.00283

Measured 11d ago against content hash 8aec8f7d83e2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

chatgpt-image-ad scanned grade A with 1 finding 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.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/generate_image.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

3. Health-check: `curl -sf -H "$AUTH" "$BASE_URL/v1/products"` returns 200.
Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/chatgpt-image-ad/SKILL.md · 161 lines

How it starts

The opening of the file, as written. The whole thing — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.

chatgpt-image-ad (Arcads)

Generate one or more standalone Meta ad image creatives via Arcads' POST /v2/images/generate with model: "gpt-image-2". Hands the image paths off to your Meta-ad-builder skill — this skill does not upload to Meta itself.

Read order

  1. This file — Arcads-specific endpoint, auth, presigned upload flow, workflow phases.
  2. shared/skills/chatgpt-image-ad/prompting/guide.md — model-specific prompting (what gpt-image-2 is good/bad at, when to switch to nano-banana).
  3. shared/skills/image-ad-prompting/prompting/prompt-library.md — 30+ validated templates with per-model notes.
  4. shared/skills/image-ad-prompting/prompting/safety-suffixes.md — the 3 always-on guards.
  5. scripts/generate_image.py — the helper script (Python stdlib only).

Hard rules — never relax

  1. Model is gpt-image-2. The script refuses any other value. If the user asks for nano-banana, point them at nano-banana-image-ad.
  2. No platform/screenshot chrome in output. NO_CHROME_SUFFIX is always on (override with --allow-chrome only when the ad's concept requires chrome — rare).
  3. Edge-safe + glyph-safety suffixes always on unless --no-safe-zone is explicit. They fix real failures; don't remove silently.
  4. Max 5 reference images. Hard Arcads cap for gpt-image-2 (observed 400 Max 5 reference image(s) allowed). The script enforces.
  5. No Meta upload from this skill. Image generation only. The user has a separate ad-builder skill in their stack — hand off via filesystem paths.
  6. Always present a credit-cost estimate before generating (see Arcads arcads-external-api skill conventions). Each gpt-image-2 call is one image; multiply by --n variants.

Prerequisites

  • .env containing ARCADS_BASIC_AUTH (preferred, pre-encoded) OR ARCADS_API_KEY
  • Optional: PRODUCT_ID, PROJECT_ID in .env so generated assets land in the right Arcads dashboard folder (see arcads-external-api SKILL.md for the session-folder pattern)
  • Reference images on local disk (PNG/JPG/JPEG/WEBP/GIF). The script handles the Arcads presigned-upload flow internally — you pass local paths.

Read the full file on GitHub · 161 lines

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 · 161 lines · 159 tokens per session scan A 8aec8f7d83e2

Subscribe to this mod's changes

chatgpt-image-ad is a skill published in the GitHub repository krusemediallc/arcads-claude-code (1,487 stars, last pushed 2mo ago), licensed MIT. It adds 159 tokens to every session and 2,830 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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