Chroma Vector Database
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Generate or edit raster images through an OpenAI-compatible image API.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-plugin --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .claude/skills/codex-image-plugin && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .claude/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-pluginType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-plugin --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .agents/skills/codex-image-plugin && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .agents/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-plugin --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .cursor/skills/codex-image-plugin && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .cursor/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hashgraph-online/awesome-codex-plugins.git --path plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-plugin --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .gemini/skills/codex-image-plugin && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .gemini/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-pluginInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .github/skills/codex-image-plugin && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .github/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins codex-image-plugin --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin .opencode/skills/codex-image-plugin && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "codex-image-plugin" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin into .opencode/skills/codex-image-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codex-image-plugin", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
codex-image-pluginGenerate or edit raster images through an OpenAI-compatible image API.
Codex Image Plugin is an agent skill from hashgraph-online/awesome-codex-plugins. Generate or edit raster images through an OpenAI-compatible image API. Use when the user provides an image API URL and key, asks to use a configured image model, lists available image models, or requests new images, reference-image edits, compositing, masks, cleanup, mockups, or illustrations.
Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `agents/openai.yaml` and `scripts/image.py`).
It sits in AI & LLM Engineering. It works with OpenAI. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 16b4156. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Codex Image Plugin loads about 852 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 320 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from hashgraph-online/awesome-codex-plugins at commit 16b4156, republished under its Apache-2.0 licence (© hashgraph-online). 320 words, ~852 tokens.
.claude/skills/codex-image-plugin/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Use scripts/image.py as the API wrapper. It accepts an explicit endpoint URL, API key, and model, or reads them from OPENAI_BASE_URL/OPENAI_API_KEY/IMAGE_MODEL and the active Codex provider in ~/.codex/config.toml (base_url, OPENAI_API_KEY, image_model). The selected --model is passed through unchanged, so the endpoint can expose any compatible image model. Do not print, persist, or reuse a Codex session bearer token as an image API key.
models, generate, or edit.--base-url and --api-key or use environment variables. Prefer environment variables when the key should not appear in shell history.models to inspect the endpoint before choosing a model.outputs/ unless the user requests another path, then inspect the result and report exact paths.python3 <plugin-root>/skills/codex-image-plugin/scripts/image.py models \
--base-url "https://api.example.com/v1" \
--api-key "$OPENAI_API_KEY" \
--image-onlyThe command prints model IDs only; it never prints the key.
python3 <plugin-root>/skills/codex-image-plugin/scripts/image.py generate \
--base-url "https://api.example.com/v1" \
--api-key "$OPENAI_API_KEY" \
--model "gpt-image-2" \
--prompt "A clean product photo of a ceramic mug on a white studio background" \
--out outputs/mug.png \
--quality high \
--size 1024x1024 \
--force--model is not hardcoded. gpt-image-2 is only an example; use an ID returned by models or the model name documented by the endpoint.
python3 <plugin-root>/skills/codex-image-plugin/scripts/image.py edit \
--base-url "https://api.example.com/v1" \
--api-key "$OPENAI_API_KEY" \
--model "gpt-image-2" \
--image work/input.png \
--prompt "Change only the background. Preserve the subject exactly: same shape, pose, proportions, colors, lighting, and details." \
--out outputs/edited.png \
--forceRepeat --image for multiple references. Use --mask mask.png for localized edits. A mask must be a PNG with alpha: transparent pixels are editable and opaque pixels are preserved. --mask-ring creates a temporary ring mask for a square image.
Separate mutable and protected content. For a localized edit, describe exactly what may change and preserve the subject's shape, pose, proportions, colors, lighting, and details. For a new image, specify the asset type, subject, setting, composition, style, lighting, exact text, and constraints. Use --dry-run to validate a request without making an API call. Model-specific limits such as supported sizes, masks, formats, or transparency are determined by the endpoint; report API errors without hiding them.
© hashgraph-online, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (scripts) in plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin of hashgraph-online/awesome-codex-plugins.
Open the folder on GitHubat commit 16b4156
Codex Image Plugin next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Codex Image Plugin this skillhashgraph-online/awesome-codex-plugins | 1.2k | — | ~852 | Automated safety check: Pass | Apache-2.0 | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~2.3k | Automated safety check: Pass | MIT | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Codebase Managementgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.8k | Automated safety check: Pass | AGPL-3.0 | |
| Azure AI Projects Python SDKmicrosoft/skills | 3.1k | 6 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Fine-Tuning ExpertJeffallan/claude-skills | 12k | 1 repos | ~1.7k | Automated safety check: Pass | MIT |
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Orchestra-Research/AI-Research-SKILLs
Explains OpenAI's CLIP model for zero-shot image classification, image-text similarity, semantic image search and content moderation, with install steps and code patterns.
giancarloerra/SocratiCode
Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.
microsoft/skills
Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.
Jeffallan/claude-skills
Guides LLM fine-tuning with LoRA and QLoRA through Hugging Face PEFT, from dataset validation and training checks to adapter merging, quantization and deployment.
strands-agents/harness-sdk
Identify documentation gaps and prioritize the docs backlog.
hashgraph-online/awesome-codex-plugins
Create original anime-style reaction stickers as looping GIFs and MP4 previews, using generated character pose sheets and timed key poses.
hashgraph-online/awesome-codex-plugins
Manage and query Calibre libraries with the calibredb CLI (local paths or Calibre Content server URLs).
hashgraph-online/awesome-codex-plugins
A skill your agent uses when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test…
hashgraph-online/awesome-codex-plugins
Make a studio's game look like something at build time — a cover from a real frame of the game (free), painted covers, backdrops, textures and character plates from image models through the…
hashgraph-online/awesome-codex-plugins
Use CALL-E from Codex through the calle CLI. An agent skill from hashgraph-online/awesome-codex-plugins.
hashgraph-online/awesome-codex-plugins
Balance game difficulty, resources, rewards, probability, progression, economies, and dominant strategies.
Works with
Categories
Generate or edit raster images through an OpenAI-compatible image API. Codex Image Plugin is an agent skill from hashgraph-online/awesome-codex-plugins. Generate or edit raster images through an OpenAI-compatible image API.
Codex Image Plugin fits situations like: the user provides an image API URL and key; asks to use a configured image model; lists available image models; requests new images.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a claude-code`. Or copy the skill folder (plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin in hashgraph-online/awesome-codex-plugins) into .claude/skills/codex-image-plugin in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a codex`. Or copy the skill folder (plugins/zlsbksdxl/codex-image-plugin/skills/codex-image-plugin in hashgraph-online/awesome-codex-plugins) into .agents/skills/codex-image-plugin in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hashgraph-online/awesome-codex-plugins --skill codex-image-plugin -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/codex-image-plugin, .gemini/skills/codex-image-plugin, .github/skills/codex-image-plugin and .opencode/skills/codex-image-plugin in your project.
Going by SKILL.md and its folder, Codex Image Plugin needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named OPENAI_API_KEY. Our summary lists: Python 3; A credential in OPENAI_API_KEY.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Codex Image Plugin is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 852 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Codex Image Plugin: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars), Codebase Management (giancarloerra/SocratiCode, 3.3k stars) and Azure AI Projects Python SDK (microsoft/skills, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,232 GitHub stars. The repository holds 736 skills in this directory. The repository was last updated on October 6, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.