Local LLM Free
artokun/comfyui-mcp
Run the ComfyUI agent locally for FREE with no subscription, no API key, and fully offline, using our gemma4 models fine-tuned on the comfyui-mcp tool suite via Ollama.
Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner).
Install Integrate Model
$ npx skills add tryonlabs/opentryon --skill integrate-model -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tryonlabs/opentryon integrate-model --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/tryonlabs/opentryon.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/integrate-model .claude/skills/integrate-model && 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 "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .claude/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-modelType 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 tryonlabs/opentryon --skill integrate-model -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tryonlabs/opentryon integrate-model --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tryonlabs/opentryon.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/integrate-model .agents/skills/integrate-model && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .agents/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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 tryonlabs/opentryon --skill integrate-model -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tryonlabs/opentryon integrate-model --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tryonlabs/opentryon.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/integrate-model .cursor/skills/integrate-model && 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 "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .cursor/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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/tryonlabs/opentryon.git --path .cursor/skills/integrate-model--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 tryonlabs/opentryon --skill integrate-model -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tryonlabs/opentryon integrate-model --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tryonlabs/opentryon.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/integrate-model .gemini/skills/integrate-model && 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 "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .gemini/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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 tryonlabs/opentryon integrate-modelInstalls 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 tryonlabs/opentryon --skill integrate-model -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tryonlabs/opentryon.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/integrate-model .github/skills/integrate-model && 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 "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .github/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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 tryonlabs/opentryon --skill integrate-model -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tryonlabs/opentryon integrate-model --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tryonlabs/opentryon.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/integrate-model .opencode/skills/integrate-model && 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 "integrate-model" agent skill from https://github.com/tryonlabs/opentryon/tree/main/.cursor/skills/integrate-model into .opencode/skills/integrate-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "integrate-model", 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.
Facts
- Skill name
integrate-model- GitHub stars
- 551
- Token cost
- ~1.1k tokens
- SKILL.md length
- 410 words
- Files
- 4
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner).
- Works in 4 steps: Decision + architecture:… → File-by-file checklist:… → This skill’s checklist.md and studio.md → …
- Adding a new model
- SKILL.md covers Decision tree (do this before…, Path A vs Path B (short), Integration order and Verify, plus 1 more section
- Calls conda and npm; needs PROVIDER_API_KEY
What it does
Integrate Model is an agent skill from tryonlabs/opentryon. Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner). Use when adding a new model, integrating an API, wiring a local Diffusers/Transformers/Ollama model, updating MCP after a registry change, reflecting a new model in Studio UI, or when the user asks what to integrate next / Nemotron / NVIDIA NIM / the integrate-next list.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `checklist.md`, `integrate-next.md` and `studio.md`).
It sits in AI & LLM Engineering, covering LLM inference and serving and Diffusion and image models. It works with Model Context Protocol, NVIDIA AI Platform and Ollama. The repository describes itself as: Open-source APIs, SDKs, and models for building virtual try-on and fashion AI applications. Generate models, edit garments, create photoshoots, and build personalized fashion…
When your agent uses it
- Adding a new model
- Integrating an API
- Wiring a local Diffusers/Transformers/Ollama model
- Updating MCP after a registry change
Example prompts
- “Use the integrate-model skill to integrate a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs)…”
- “/integrate-model”
Requirements
- Python 3
- A credential in PROVIDER_API_KEY
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Decision + architecture: docs/docs/advanced/model-integration-guidelines.md
- File-by-file checklist: docs/docs/advanced/new-model-checklist.md
- This skill’s checklist.md and studio.md
- If the user has not named a model, pick from the living queue: integrate-next.md → docs/docs/community/integrate-next.md
What it can do on your machine
Read from SKILL.md and the folder at commit 3cf8bd2. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
condanpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
PROVIDER_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Integrate Model loads about 1.1k tokens when it runs. Until then it costs about 113 tokens; SKILL.md has 410 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.
Safety
Auto-check passed
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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 410 words (~1,131 tokens).
“OpenTryOn is the canonical registry. Studio is an MCP client only. Do not invent a second adapter stack in Studio, tryon-server, or other repos.”
- name
- integrate-model
Files
SKILL.md and 3 other files in .cursor/skills/integrate-model of tryonlabs/opentryon.
- SKILL.md
- checklist.md
- integrate-next.md
- studio.md
Open the folder on GitHubat commit 3cf8bd2
Compare with similar skills
Integrate Model 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 |
|---|---|---|---|---|---|---|
| Integrate Model this skilltryonlabs/opentryon | 551 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Local LLM Freeartokun/comfyui-mcp | 793 | — | ~897 | Automated safety check: Notes | MIT | |
| Perfupraullenchai/Rapid-MLX | 3.9k | — | ~1.6k | Automated safety check: Notes | Custom licence | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Mesh APImr-tbot/mesh-api | 179 | — | ~1.8k | Automated safety check: Pass | GPL-3.0 | |
| Ollama MCP Tool for NanoClawnanocoai/nanoclaw | 31k | 1 repos | ~3k | Automated safety check: Notes | MIT |
Similar skills
Perfup
raullenchai/Rapid-MLX
Autonomous performance optimization: research, PoC, benchmark, implement, review, PR
Agent Framework
jihadkhawaja/Egroo
Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).
Mesh API
mr-tbot/mesh-api
Interact with a Meshtastic LoRa mesh network through MESH-API — list nodes, read messages, send texts, and check connection status.
Ollama MCP Tool for NanoClaw
nanocoai/nanoclaw
Adds an MCP server so the NanoClaw container agent can send prompts to local Ollama models, with optional tools to manage the model library.
Facturas
gustavoeenriquez/MakerAi
Úsalo cuando el usuario pida redactar una factura, una cuenta de cobro o una nota de cobro.
More from tryonlabs/opentryon
Deploy Docs
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Builds the OpenTryOn Docusaurus site in docs/, commits and pushes to the docs branch, and deploys GitHub Pages (gh-pages).
Open Issue PR
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Inspects commits on the current branch, creates or reuses a GitHub issue for that change, and opens a pull request to main using the repo issue and PR templates.
Related
Categories
Questions about Integrate Model
What does Integrate Model do?
Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner). Integrate Model is an agent skill from tryonlabs/opentryon. Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner).
When should I use Integrate Model?
Integrate Model fits situations like: adding a new model; integrating an API; wiring a local Diffusers/Transformers/Ollama model; updating MCP after a registry change.
How do I install Integrate Model in Claude Code?
Run `npx skills add tryonlabs/opentryon --skill integrate-model -a claude-code`. Or copy the skill folder (.cursor/skills/integrate-model in tryonlabs/opentryon) into .claude/skills/integrate-model in your project. Claude Code loads it when a task matches its description.
How do I install Integrate Model in Codex?
Run `npx skills add tryonlabs/opentryon --skill integrate-model -a codex`. Or copy the skill folder (.cursor/skills/integrate-model in tryonlabs/opentryon) into .agents/skills/integrate-model in your project. Codex loads it when a task matches its description.
Can I use Integrate Model in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tryonlabs/opentryon --skill integrate-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/integrate-model, .gemini/skills/integrate-model, .github/skills/integrate-model and .opencode/skills/integrate-model in your project.
What does Integrate Model need to run?
Going by SKILL.md and its folder, Integrate Model needs the command-line tools its instructions call (conda and npm) and credentials named PROVIDER_API_KEY. Our summary lists: Python 3; A credential in PROVIDER_API_KEY.
Does Integrate Model access the network?
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Integrate Model safe to install?
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. Review the folder before installing.
What licence does Integrate Model use?
Integrate Model has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Integrate Model use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Integrate Model?
Skills that share tags, products or a category with Integrate Model: Local LLM Free (artokun/comfyui-mcp, 793 stars), Perfup (raullenchai/Rapid-MLX, 3.9k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars) and Mesh API (mr-tbot/mesh-api, 179 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Integrate Model?
tryonlabs (a GitHub organization) maintains it in tryonlabs/opentryon, which has 551 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 6, 2026.
Source: tryonlabs/opentryon on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.