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.
npx skills add seaworld008/Commonly-used-high-value-skills --skill gpt-image2git clone --depth 1 https://github.com/seaworld008/Commonly-used-high-value-skillsWrote 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.
[](https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/gpt-image2)<a href="https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/gpt-image2"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/gpt-image2/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.
<a href="https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/gpt-image2"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/gpt-image2.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
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 Agent Snooping · line 19 Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
- high Agent Snooping · line 53 Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
- high Agent Snooping · line 184 Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
- medium Excessive Agency · line 48 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Rogue Agent · line 73 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.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00032 | $0.03280 |
| Opus 5 | $0.00016 | $0.01640 |
| Sonnet 5 | $0.00006 | $0.00656 |
| Haiku 4.5 | $0.00003 | $0.00328 |
Grade B, and why
gpt-image2 scanned grade B 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 5d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
This skill lets Codex behave like a drawing assistant that can call a `gpt-image-2` compatible image service. It first tries to inherit OpenAI/Codex-compatible environment credentials already exposed to the current proce How it starts
The opening of the file, as written. The whole thing — 274 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GPT Image 2
This skill lets Codex behave like a drawing assistant that can call a gpt-image-2 compatible image service. It first tries to inherit OpenAI/Codex-compatible environment credentials already exposed to the current process, then reads the current Codex provider base URL from ~/.codex/config.toml and the Codex OPENAI_API_KEY from ~/.codex/auth.json, and it also supports local GPT_IMAGE2_* overrides. It is for direct generation from the current machine: interpret the user's visual request, run the bundled CLI, save the returned image files, and report the local paths.
Use the existing imagegen skill when the user needs the official OpenAI Image API workflow with editing, masking, background work, or broader project asset generation. Use this skill when the user specifically wants this gpt-image-2 compatible drawing path, inherited Codex/OpenAI-style credentials, a configured URL/sk pair, or a simple "Codex, draw this for me" workflow backed by scripts/gpt-image2.mjs.
When to Use
- The user asks Codex to draw, generate, create, render, or make a new image through the configured drawing service.
- The user mentions
gpt-image-2,gpt-image2, inherited Codex/OpenAI credentials, a local drawing channel, URL/sk configuration, or the includedgpt-image2.mjsscript. - The request is text-to-image with optional reference images, image count, resolution, aspect ratio, quality, and output directory.
- The user wants saved local image files rather than prompt advice or sample API code.
- The user asks to validate request shape with a dry run or check an official-compatible image API mode.
Do not use this skill for mask-based editing, local canvas repainting, inpainting, background removal, or precise retouch workflows. Route those to a more suitable image editing skill if one is available.
Core Capabilities
- Text-to-image generation from natural-language prompts.
- Reference-image guided generation with 1 to 16 local image files.
- Prompt-only multi-variant output with
-n. - Resolution controls:
1k,2k,4k. - Aspect-ratio controls:
1:1,3:2,2:3,4:3,3:4,5:4,4:5,16:9,9:16,2:1,1:2,21:9,9:21. - Quality controls:
auto,low,medium,high. - Local output directory selection.
- Dry-run inspection of URL, JSON body, multipart fields, and reference image metadata.
What ships with it
3 files 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.
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.
- 5d ago Changed · -44 tokens per session b8d2c1206075
- 9d ago First seen · 274 lines · 76 tokens per session scan B 37417bcdcbf9
gpt-image2 is a skill published in the GitHub repository seaworld008/Commonly-used-high-value-skills (70 stars, last pushed 5d ago), licensed MIT. It adds 32 tokens to every session and 3,280 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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