model-integration SKILL.md skillA
model-integration from modem-dev/ossrules is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add modem-dev/ossrules/model-integration@git:20260917.a2709ecPins git:20260917.a2709ec in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- modem-dev/ossrules
- Path
public/files/diffusers/.ai/skills/model-integration/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260917.a2709ec, committed Sep 17, 2026
- Size
- 8,268 bytes
- Repository stars
- 65
- License
- MIT
Use when adding a new model or pipeline to diffusers, setting up file structure for a new model, converting a pipeline to modular format, or converting weights for a new version of an already-supported model.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## Goal Integrate a new model into diffusers end-to-end, to full numerical parity with the reference implementation — one workflow at a time. ## Setup — gather before starting Before writing any code, gather info in this order: 1. **Reference repo** — ask for the github link. If they've already set it up locally, ask for the path. Otherwise, ask what setup steps are needed (install deps, download checkpoints, set env vars, etc.) and run through them before proceeding. 2. **Inference script** — ask for a runnable end-to-end script for a basic workflow first (e.g. T2V). Then ask what other workflows they want to support (I2V, V2V, etc.) and agree on the full implementation order together. 3. **Standard vs modular** — **default to modular.** [Modular Diffusers](references/modular.md) is the preferred implementation for new pipelines; the standard `DiffusionPipeline` is still supported but no longer the default. We prefer modular especially for models that don't fit a fixed task-based structure (modality baked into the checkpoint) or that are actively evolving. Ask step 3 as an `AskUserQuestion`, with modular marked as the recommended default. …
Read the whole file at its exact version.
How to install
mdr add modem-dev/ossrules/model-integration@sha256:16faeacecc0b2a76The line at the top of this page pins the label git:20260917.a2709ec, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_aa26vzm23rnr4zva)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 17, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8268 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
modem-dev/ossrules · 65 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_aa26vzm23rnr4zva GET https://markdownregistry.com/api/v1/resolve?ref=modem-dev/ossrules/model-integration GET https://markdownregistry.com/api/v1/blob/16faeacecc0b2a7607d0e7bb76b3373e443dd84fd71b76177fc4f769e791aa67
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.