Chalk Labs
Need help deploying gpt-image-2-5?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/acedatacloud-gpt-image-2-5
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: data, writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/gpt-image-2-5
What's inside
- Skill name
gpt-image-2-5- Description
- GPT Image 2.5 by Ace Data Cloud. Generate and edit images using Flare for speed or Sunburst for higher-fidelity control. Use when the user asks for GPT Image, gpt-image-2.5-flare or gpt-image-2.5-sunburst image generation or editing.
- License
- Apache-2.0
- Compatibility
- Requires ACEDATACLOUD_API_TOKEN in the agent process environment and HTTPS access to api.acedata.cloud. See README.md for installation and key setup.
- Metadata
- author: acedatacloud · version: 1.0
- Instructions
- 53 lines in SKILL.md · view on GitHub
Before installing
- Instructions call the network
Files (3)
- README.md
- SKILL.md
- readme.zh-CN.md
SKILL.md (first lines)
# GPT Image by Ace Data Cloud
Use one exact model ID for every request:
- `gpt-image-2.5-flare` — faster generation.
- `gpt-image-2.5-sunburst` — higher-fidelity output and editing control.
- `gpt-image-2.5-flare:official` — Flare using the official, token-billed variant.
- `gpt-image-2.5-sunburst:official` — Sunburst using the official, token-billed variant.
Do not send `gpt-image-2.5` or `gpt-image-2.5:reverse`; they are not model IDs.
## Install and connect from skills.sh
This integration is maintained by **Ace Data Cloud**; it is not an official GPT Image publisher listing. Install only this Skill with `npx skills add acedatacloud/skills --skill gpt-image-2-5 --yes`, or use the [public skills.sh page](https://skills.sh/acedatacloud/skills/gpt-image-2-5). Keep the slug `gpt-image-2-5` when selecting it.
Read the [illustrated first-run guide](README.md) ([简体中文](readme.zh-CN.md)) for registration, **Applications → General application**, API key access and price checks, and the environment variable location for your coding agent. For skills.sh installations, use this guide; any ClawHub-specific setup applies only to OpenClaw. The shared references linked here are online because focused installs do not include sibling `_shared/` folders.
> **Setup:** See [authentication](https://github.com/AceDataCloud/Skills/blob/main/skills/_shared/authentication.md) for token setup.
## Regional catalog check
Before recommending GPT Image, inspect the OpenAI service's current public `image_unavailable_regions` and the image API/guide `unavailable_regions` from the caller's environment. The service record is available at `GET https://platform.acedata.cloud/api/v1/services/?id=06f2acb7-e4d4-43de-9909-76e27b4e2355`.
Mainland-China catalog views hide OpenAI image generation/editing and companion guides. Raw REST results may still contain marked rows; honor the metadata rather than treating presence as publication. Visibility follows the requesting visitor's IP, not the display language or a `?country=` override. Do not recommend region-hidden images from a cached global catalog or hide unrelated OpenAI capabilities. This presentation filtering does not change API routing or billing and is not proof of retirement or revoked API access. For a user-selected model, report any discovery limitation and check actual account access, key restrictions and pricing before submitting; do not silently substitute another model.
## Generate
```bash
curl -X POST https://api.acedata.cloud/openai/images/generations \
-H "Authorization: Bearer $ACEDATACLOUD_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{"model":"gpt-image-2.5-flare","prompt":"A clean product photograph on a pale studio background, no text","size":"1024x1024","n":1}'
```
## Edit
```bash
curl -X POST https://api.acedata.cloud/openai/images/edits \
-H "Authorization: Bearer $ACEDATACLOUD_API_TOKEN" \
-F "model=gpt-image-2.5-sunburst" \
-F "prompt=Keep the subject and composition; change only the background to dark navy." \
-F "image=@input.png" \
-F "size=1024x1024" \
-F "n=1"
```
The result is in `data[].url`.
## Shared contract
- `size` may be `auto` or `WIDTHxHEIGHT`.
- Custom dimensions use multiples of 16, max side 3840, 655,360–8,294,400 pixels, and aspect ratio at most 3:1.
- For generation and editing, `quality` accepts `auto` (default), `low`, `medium`, or `high`. Only `gpt-image-2.5-flare` and `gpt-image-2.5-sunburst` (including their `:official` variants) additionally support `xhigh` and `max`; do not use those extra levels with other GPT Image models.
- Pass `quality` in generation JSON, URL-edit JSON, or multipart file edits (for example, `"quality":"xhigh"` in JSON or `-F "quality=max"` in multipart). On `:official` variants, quality affects token usage; the displayed pre-request price is an estimate, not the final charge.
- `n` accepts 1–10 and billing uses the number of images returned. Use URL output for `n>1`; `b64_json` requires `n=1`.
- The `:official` variants bill for actual text, reference-image, and output-image tokens; use returned usage records for final cost.
- For long jobs, pass `async: true` or `callback_url`, then poll `POST /openai/tasks` with `{"id":"<task_id>"}`.
- Image editing accepts URL input in JSON or local files with multipart form data.From AceDataCloud/Skills, Apache-2.0.
More from AceDataCloud/Skills
- 0.646score
didi-ride
acedatacloud
通过滴滴出行 MCP 打车、查价、查询订单、取消订单、规划路线(驾车/公交/步行/骑行)和搜索地点。Use when the user mentions 滴滴, 打车, 叫车, 回家/上班要打车, 查一下从 A 到 B 多少钱/怎么走, 查询订单, 司机在哪/多久到, 预约叫车, 路线规划, DiDi…
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
ghost
acedatacloud
Create drafts and publish or update posts on a self-hosted Ghost site through the official Admin API.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
apple-notes
acedatacloud
Manage Apple Notes on macOS — list, search, read, create, append, move, delete, and export notes, and manage folders.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
cto51
acedatacloud
Read the connected 51CTO 博客 (blog.51cto.com) account and create Markdown article drafts with the user's own login cookies (BYOC).
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
discord
acedatacloud
Work with the user's Discord account.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
bilibili
acedatacloud
Read and publish 专栏 articles on Bilibili (bilibili.com) with the user's own login cookies (BYOC) — list their published articles with view/like/comment stats…
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
capability-spotlight-video
acedatacloud
Plan and submit a recurring series of diverse, premium Ace Data Cloud sales films.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
cnblogs
acedatacloud
Publish, update and read CNBlogs (博客园) posts with a personal access token through the API used by the official vscode-cnb client.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
bluesky
acedatacloud
Publish (with optional images), delete and read your own posts on Bluesky via the AT Protocol (XRPC).
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
csdn
acedatacloud
Read and publish on CSDN (blog.csdn.net) with the user's own login cookies (BYOC) — list their published articles with view/like/comment stats, inspect one…
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
acedatacloud
acedatacloud
Manage your AceDataCloud account through the management API (platform.acedata.cloud).
SkillAFreshness: A★ 17Claude Code +9 - 0.643score
discordbot
acedatacloud
List channels, read recent messages, send channel messages, and send a single user-initiated DM on Discord using the user's own bot via the Discord REST API.
SkillAFreshness: A★ 17Claude Code +9
Signals
- Stars
- 17
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Oct 19, 2026 (12 days ago)
- Last release
- Oct 23, 2026 (7 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 1.0
- License
- Apache-2.0
- Repository
- github.com/AceDataCloud/Skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from acedatacloud
- 0.646score
acedatacloud
acedatacloud
Manage your AceDataCloud account through the management API (platform.acedata.cloud).
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
apple-notes
acedatacloud
Manage Apple Notes on macOS — list, search, read, create, append, move, delete, and export notes, and manage folders.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
cnblogs
acedatacloud
Publish, update and read CNBlogs (博客园) posts with a personal access token through the API used by the official vscode-cnb client.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
bilibili
acedatacloud
Read and publish 专栏 articles on Bilibili (bilibili.com) with the user's own login cookies (BYOC) — list their published articles with view/like/comment stats…
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
capability-spotlight-video
acedatacloud
Plan and submit a recurring series of diverse, premium Ace Data Cloud sales films.
SkillAFreshness: A★ 17Claude Code +9 - 0.646score
bluesky
acedatacloud
Publish (with optional images), delete and read your own posts on Bluesky via the AT Protocol (XRPC).
SkillAFreshness: A★ 17Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get gpt-image-2-5 running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
gpt-image-2-5 skill. Agent Mart. https://agentmart.dev/skills/acedatacloud-gpt-image-2-5 (last updated 2026-10-24)