Development skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

getitune-optimizing-a-model

Optimize an exported getitune model (the Geti training library) with post-training quantization. Use when a user wants to run `OVEngine.optimize()` / `engine.optimize()` to produce an INT8 model via NNCF, understands calibration-set requirements, or needs to re-validate and run inference with a quantized model versus the original FP32/FP16 model. Covers OpenVINO NNCF post-training quantization and the accuracy/size trade-off.

1.27k repo starsObserved in 1 repos
Development
GitHub

getitune-preparing-datasets

Prepare and point datasets at the getitune library (the Geti training library) for training, testing, and prediction. Use when a user asks which dataset formats are supported, how the `data=` argument of `create_engine(...)` / `--data_root` works, why format auto-detection fails, how to lay out COCO/YOLO/Pascal VOC/Datumaro-native data, how to use a zip archive, or how to pass an Ultralytics YOLO `data.yaml`. Covers Datumaro-based auto-detection and per-task data expectations.

1.27k repo starsObserved in 1 repos
Development
GitHub

getitune-training-a-model

Train a computer-vision model with the getitune library (the Geti training library) using its Python API or CLI. Use when a user wants to train, fine-tune, or evaluate a model with `create_engine(...)` and `engine.train()/engine.test()`, run `getitune train`/`getitune test`, pick or override a recipe under `getitune.recipe.<task>`, choose a device (cpu/gpu/xpu/cuda), warm-start from a checkpoint, or debug a training run. Covers classification, detection, instance/semantic segmentation, and keypoint detection.

1.27k repo starsObserved in 1 repos
Development
GitHub

hydro-lang

Guidance for building distributed systems with the Hydro dataflow framework

1.27k repo starsObserved in 1 repos
Development
GitHub

swift-docc

Use when adding triple-slash comments to Swift types, methods, or properties; creating a .docc catalog folder; writing articles or extension files for a Swift package; fixing DocC build warnings about broken symbol links or missing documentation; or setting up module-level documentation for the first time.

1.26k repo starsObserved in 1 repos
Development
GitHub

crosvm-contribution-workflow

Skill to assist with the contribution workflow for crosvm. ALL agents making code changes MUST use this skill to run presubmit checks before committing.

1.26k repo starsObserved in 1 repos
Development
GitHub

starknet-js

Use when writing or debugging JavaScript/TypeScript that interacts with Starknet through the starknet.js SDK — building Call objects or calldata, encoding/decoding Cairo types (felt252, u256, structs, arrays, spans, ByteArray, Option/Result/custom enums), or working with contracts, accounts, providers, transactions, fees, deployment, or events.

1.26k repo starsObserved in 1 repos
Development
GitHub

string-ts-usage

Generate code examples and usage patterns for the string-ts library. Use when writing examples, documentation, demos, answering questions about string-ts API, or helping users understand how to use string-ts for type-safe string manipulation, case conversion, object key transformation, environment variables, and payload transformation.

1.26k repo starsObserved in 1 repos
Development
GitHub

batch

Research and plan a large-scale change, then execute it in parallel across 5-30 isolated worktree agents that each open a PR. Use when the user wants to make a sweeping, mechanical change across many files (migrations, refactors, bulk renames) that can be decomposed into independent parallel units.

1.26k repo starsObserved in 1 repos
Development
GitHub

npm-package

Opinionated TypeScript npm package template for ESM packages. Enforces src→dist builds with tsc, strict TypeScript defaults, explicit exports, and publish-safe package metadata. Use this when creating or updating any npm package in this repo.

1.26k repo starsObserved in 1 repos
Development
GitHub