yolo-inference
ultralytics/skills · skills.sh
Open source Repository Open in the app JSON README (API)
About
Skill publicada por ultralytics/skills no skills.sh. Instale com: npx skills add ultralytics/skills@yolo-inference
Details
- Kind
- Agent skills
- Publisher
- ultralytics
- Origin
- skillssh
- Category
- ferramentas
- Stars
- 28
- Last push
- 2026-10-06T18:07:23Z
- Repository state
- ativo
- License
- AGPL-3.0
- Added
- 2026-10-07 05:31:06
- Updated
- 2026-10-07 05:31:06
- Origin id
ultralytics/skills/yolo-inference
README
<a href="https://www.ultralytics.com"><img src="https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Original.svg" width="320" alt="Ultralytics logo"></a> [English](https://github.com/ultralytics/skills/blob/HEAD/README.md) | [简体中文](https://github.com/ultralytics/skills/blob/HEAD/README.zh-CN.md) # 🧠 Ultralytics Agent Skills Agent skills for [Ultralytics Platform](https://platform.ultralytics.com), the [`ultralytics`](https://github.com/ultralytics/ultralytics) Python package, and the `yolo` CLI. They teach AI coding agents (Claude Code, Codex, Cursor, and any agent that reads the [Agent Skills format](https://agentskills.io)) the full computer-vision lifecycle: data/annotation → training → tuning → inference/tracking → export/deployment. [](https://github.com/ultralytics/skills/actions/workflows/ci.yml) [](https://github.com/ultralytics/skills/actions/workflows/format.yml) [](https://discord.com/invite/ultralytics) [](https://community.ultralytics.com) [](https://www.reddit.com/r/ultralytics/) ## 🧩 Skills | Skill | Use it for | | -------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- | | [`yolo`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo/SKILL.md) | Platform and local lifecycle overview, core CLI/Python grammar, routing to the other skills | | [`yolo-models`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-models/SKILL.md) | Choosing family/size/task variant: YOLO26/11/v8, YOLO-World, YOLOE, SAM, RT-DETR; exact weight names | | [`yolo-datasets`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-datasets/SKILL.md) | Platform upload/annotation, data.yaml, formats, converters, splitting, validation | | [`yolo-training`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-training/SKILL.md) | Platform cloud/remote training, local train/val, arguments, results, troubleshooting | | [`yolo-tuning`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-tuning/SKILL.md) | Platform experiment comparison, improvement playbook, `model.tune()`, Ray Tune | | [`yolo-inference`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-inference/SKILL.md) | Platform Predict/endpoints, local predict, Results API, tracking, Solutions | | [`yolo-export`](https://github.com/ultralytics/skills/blob/HEAD/skills/yolo-export/SKILL.md) | Platform/local ONNX/TensorRT/CoreML/Core AI/OpenVINO/LiteRT/NPU export, quantization, benchmarking | | [`platform-cli`](https://github.com/ultralytics/skills/blob/HEAD/skills/platform-cli/SKILL.md) | Scripting Platform with `ul cloud`: resources, dataset inspection, cloud training, model analysis, exports, deployments, billing | Each skill is a `SKILL.md` of procedures, decision tables, and gotchas, with Codex and ChatGPT presentation metadata in `agents/openai.yaml`. Version-volatile catalogs (weight names, argument tables, export formats) live in companion files beside it. Package facts are grounded against `ultralytics` v8.4.174; Platform flows are grounded against the current [Platform documentation](https://docs.ultralytics.com/platform). ## 📦 Install Install the `ultralytics` package, including all [requirements](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml), in a [**Python>=3.8**](https://www.python.org/) environment with [**PyTorch>=1.8**](https://pytorch.org/get-started/locally/). [](https://pypi.org/project/ultralytics/) [](https://clickpy.clickhouse.com/dashboard/ultralytics) [](https://pypi.org/project/ultralytics/) ```bash pip install ultralytics ``` On Python 3.11+ this also installs the `ul` CLI used by the `platform-cli` skill; it ships in the [`ultralytics-platform`](https://pypi.org/project/ultralytics-platform/) dependency, which can also be installed on its own. For alternative installation methods, including [Conda](https://anaconda.org/conda-forge/ultralytics), [Docker](https://hub.docker.com/r/ultralytics/ultralytics), and building from source via Git, please consult the [Quickstart Guide](https://docs.ultralytics.com/quickstart). [](https://anaconda.org/conda-forge/ultralytics) [](https://hub.docker.com/r/ultralytics/ultralytics) [](https://hub.docker.com/r/ultralytics/ultralytics) ### Claude Code ```bash claude plugin marketplace add ultralytics/skills claude plugin install yolo@ultralytics ``` <details> <summary>Develop from a local clone</summary> ```bash git clone https://github.com/ultralytics/skills claude plugin marketplace add ./skills claude plugin install yolo@ultralytics ``` </details> <details> <summary>Try it without installing anything</summary> Launch a session with the plugin loaded from the repo directory, leaving your installed plugins untouched: ```bash git clone https://github.com/ultralytics/skills && cd skills claude --plugin-dir . ``` </details> ### Codex ```bash codex plugin marketplace add ultralytics/skills codex plugin add yolo@ultralytics ``` Restart Codex to use the installed skills. <details> <summary>Develop from a local clone</summary> ```bash git clone https://github.com/ultralytics/skills && cd skills codex plugin marketplace add . codex plugin add yolo@ultralytics ``` Restart Codex after edits. To pull new versions of the GitHub source, run `codex plugin marketplace upgrade ultralytics`, then `codex plugin add yolo@ultralytics`. </details> ### Other agents (Cursor, Gemini CLI, ...) ```bash npx skills add ultralytics/skills ``` <details> <summary>Single skills, global install, manual copy</summary> ```bash npx skills add ultralytics/skills --skill yolo-training # one skill only npx skills add ultralytics/skills -g # global (~/.claude/skills/) instead of ./.claude/skills/ ``` Or simply copy (or symlink) the folders under `skills/` into your agent's skills directory. </details> ## 🛠️ Design notes - Skills are divided by lifecycle stage and user intent, not by model family. - Frontmatter is portable: `name` + `description` only. - Each lifecycle skill covers both the Platform UI and the local Python/CLI path where applicable. - Every skill defers to the installed version at runtime: `yolo checks` (version), `yolo cfg` (valid arguments), and error messages beat any table in these files. The Platform CLI skill defers to `ul version`, `ul cloud <resource> <operation> --help`, and the live `/openapi.json`. ## 🔒 Data and network access The plugin contains only instructions; nothing runs when it loads. The commands it suggests can download packages, weights, datasets, and the public Platform API schema, and `ul cloud` commands upload the files you pass them to [Ultralytics Platform](https://platform.ultralytics.com) with your API key. The `ultralytics` package also sends anonymous usage analytics; turn them off with `yolo settings sync=False`. ## 💡 Contribute Ultralytics thrives on community collaboration, and we deeply value your contributions! Please see our [Contributing Guide](https://docs.ultralytics.com/help/contributing) for details on how to get involved. We also invite you to share your feedback through our [Survey](https://www.ultralytics.com/survey?utm_source=github&utm_medium=social&utm_campaign=Survey). A huge 🙏 thank you to all our contributors! [](https://github.com/ultralytics/ultralytics/graphs/contributors) ## 📄 License Ultralytics offers two licensing options to accommodate diverse needs: - **AGPL-3.0 License**: Ideal for students, researchers, and enthusiasts passionate about open collaboration and knowledge sharing. This [OSI-approved](https://opensource.org/license/agpl-3.0) open-source license promotes transparency and community involvement. See the [LICENSE](https://github.com/ultralytics/skills/blob/HEAD/LICENSE) file for details. - **Enterprise License**: Designed for commercial applications, this license permits the seamless integration of Ultralytics software and AI models into commercial products and services, bypassing the copyleft requirements of AGPL-3.0. For commercial use cases, please inquire about an [Ultralytics Enterprise License](https://www.ultralytics.com/license). ## 📮 Contact For bug reports or feature suggestions related to these skills, please use [GitHub Issues](https://github.com/ultralytics/skills/issues). For general questions, discussions, and community support, join our [Discord](https://discord.com/invite/ultralytics) server! <br> <div align="center"> <a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://www.linkedin.com/company/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="3%" alt="Ultralytics LinkedIn"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://twitter.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="3%" alt="Ultralytics Twitter"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://www.youtube.com/ultralytics?sub_confirmation=1"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="3%" alt="Ultralytics YouTube"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://www.tiktok.com/@ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png" width="3%" alt="Ultralytics TikTok"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://www.ultralytics.com/bilibili"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-bilibili.png" width="3%" alt="Ultralytics BiliBili"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space"> <a href="https://discord.com/invite/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="3%" alt="Ultralytics Discord"></a> </div>