daftai-gpt-image-2-5-prompt-optimizer

daftai-gpt-image-2-5-prompt-optimizer is a skill for Claude Code, Codex from daftAI2026/daftAI-skills. It costs 102 tokens per session (2,591 once invoked), scanned A, original, no licence file.

A prompt editor that turns natural-language image ideas and rough requests into ready-to-use prompts for GPT Image 2.5. It produces text prompts, not images, and follows that model’s official prompting guidance.

In plain words
What is it for?
Use it to improve image prompts, turn concepts into prompts, or prepare prompts for GPT Image 2.5 Flare or Sunburst.
Why use it?
It helps convert an incomplete image idea into a more specific request for the image-generation model.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the utility-skills plugin — 4 skills shipped together

Good fit Use it to improve image prompts, turn concepts into prompts, or prepare prompts for GPT Image 2.5 Flare or Sunburst.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer
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 daftAI2026/daftAI-skills --skill daftai-gpt-image-2-5-prompt-optimizer
Clone the repo
git clone --depth 1 https://github.com/daftAI2026/daftAI-skills

Made for: Claude Code, Codex.

Or install utility-skills, the plugin that ships this one along with the rest of its 4 skills.

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 daftai-gpt-image-2-5-prompt-optimizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer/github.svg)](https://agentmods.dev/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer)
Your own site
<a href="https://agentmods.dev/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer"><img src="https://agentmods.dev/badge/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer/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 daftai-gpt-image-2-5-prompt-optimizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer"><img src="https://agentmods.dev/badge/skills/daftai2026/daftai-skills/daftai-gpt-image-2-5-prompt-optimizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 102 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,591 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.
Origin unknown 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 $0.00102 $0.02591
Opus 5 $0.00051 $0.01295
Sonnet 5 $0.00020 $0.00518
Haiku 4.5 $0.00010 $0.00259

Measured yesterday against content hash 5fa4f3162a80, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

daftai-gpt-image-2-5-prompt-optimizer 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 yesterday.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/fetch-guide.test.ts, scripts/fetch-guide.ts, scripts/split-guide.test.ts, …), 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.

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.

skills/daftai-gpt-image-2-5-prompt-optimizer/SKILL.md · 157 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

8 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.

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. yesterday Changed · +24 lines · +9 tokens per session 5fa4f3162a80
  2. 2d ago First seen · 133 lines · 93 tokens per session scan A 72213ed32c7c

Subscribe to this mod's changes

daftai-gpt-image-2-5-prompt-optimizer is a skill published in the GitHub repository daftAI2026/daftAI-skills (2 stars, last pushed 2d ago), with no licence file. It adds 102 tokens to every session and 2,591 once invoked, about $0.0005 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 2026-09-10.

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