AGENTS.md@ultralytics/nnA
AGENTS.md@ultralytics/nn from tencent/yolo-master is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add tencent/yolo-master/ultralytics/nn/AGENTS.md@git:20260824.9ff7392Pins git:20260824.9ff7392 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- tencent/yolo-master
- Path
ultralytics/nn/AGENTS.md- Versions recorded
- 2
- Latest version
- git:20260824.9ff7392, committed Aug 24, 2026
- First version recorded
- Aug 21, 2026
- Size
- 3,752 bytes
- Repository stars
- 775
- License
- AGPL-3.0
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
# AGENTS.md — `ultralytics/nn/` Neural network core for YOLO-Master: MoE/MoA/MoT modules, routing layers, detection heads, PEFT, and multi-backend inference. > Cross-project commands, code style, and environment notes: see [root AGENTS.md](../../AGENTS.md). ## Responsibilities - **`modules/moe/`** — MoE module family: routers, experts, pruning, dynamic scheduling, config, diagnostics - **`modules/moa/`** — Mixture-of-Attention: blocks, heads, router, wrappers - **`modules/mot/`** — Mixture-of-Transformers: block, experts, router, wrappers - **`modules/multitask/`** — Multi-task heads and routers (detection, segmentation, pose) - **`peft/`** — V-PEFT compiler and MoLoRA parameter-efficient fine-tuning - **`backends/`** — Inference backends (ONNX, TensorRT, CoreML, NCNN, MNN, OpenVINO, etc.) - **`foundation/`** — Foundation model integration: losses, routing, preprocessing, teachers, knowledge distillation - **`modules/head.py`** — Detection/segmentation/pose heads - **`modules/block.py`**, **`modules/conv.py`** — Shared building blocks ## High-Risk Files Changes to these files require extra caution and targeted verification: | File | Risk | Verification | …
Read the whole file at its exact version.
How to install
mdr add tencent/yolo-master/ultralytics/nn/AGENTS.md@sha256:1a24b9eac1afecacThe line at the top of this page pins the label git:20260824.9ff7392, 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_rrvrpmwybi36chqk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 21, 2026 and Aug 24, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260824.9ff7392 latest | 2026-08-24 | 9ff7392 | 3,752 B | A | view · diff |
| git:20260821.57b9ea3 | 2026-08-21 | 57b9ea3 | 3,748 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (3752 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
tencent/yolo-master · 775 stars · license AGPL-3.0 · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rrvrpmwybi36chqk GET https://markdownregistry.com/api/v1/resolve?ref=tencent/yolo-master/ultralytics/nn/AGENTS.md GET https://markdownregistry.com/api/v1/blob/1a24b9eac1afecac44940d89648e319a9d2f69492987483021c0da1239d1baab
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.