on-device-ai skills

20 tagged on-device-ai, measured the same way as everything else here.

Browse within: Gemma 9ios 9litert 9local-agent 9mobile-agent 9edge-ai 6generative-ai 6

thunder-deep-review

01

thunderbird/thunderbolt

Skill Claude CodeCodex

Reviews a pull request, diff, or branch against Thunderbolt's house rules (no any, type-over-interface, arrow fns, const/early-return, no error-swallowing or defensive code, useReducer at 3+ useState, useEffect discipline, route code-splitting, soft-deletes, integration-agnostic logic) and the 80 architecture…

4.8k +1 yesterday A 0 tokens original MPL-2.0

swift-mlx-lm

02

kellyvv/PhoneClaw

Skill Claude CodeCodex

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.

1.2k +4 27d ago A 52 tokens original Apache-2.0

swift-mlx

03

kellyvv/PhoneClaw

Skill Claude CodeCodex

MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory.

1.2k +4 27d ago A 25 tokens original Apache-2.0

Contacts

04

kellyvv/PhoneClaw

Skill Claude CodeCodex

A contact-management skill for finding, adding, changing, and removing people in an address book.

1.2k +4 27d ago A 32 tokens original Apache-2.0

google-ai-edge/litert-samples

Skill Claude CodeCodex

Shrink a converted LiteRT model with ai-edge-quantizer (fp16 / int8 / int4) without losing accuracy, verifying parity against the float source after every step. Use when choosing a quantization recipe for a new model, when a quantized model fails to load, degrades on a task benchmark, or degenerates over long…

415 5d ago A 92 tokens original Apache-2.0

google-ai-edge/litert-samples

Skill Claude CodeCodex

Convert a PyTorch or Hugging Face model into a LiteRT model that runs fully on the GPU via the CompiledModel API with verified-correct output, and lay it out as a model recipe. Use when converting a new model, or when a converted model is rejected by the GPU, falls back to CPU, or returns wrong numbers on device.

415 5d ago A 76 tokens original Apache-2.0

google-ai-edge/litert-samples

Skill Claude CodeCodex

Rapidly migrate an Android application from legacy TensorFlow Lite (TFLite) to modern LiteRT CompiledModel API v2.1.6 in Open Source GitHub repositories. Supports True Async Execution (runAsync), Zero-Copy I/O Buffers, NPU JIT compilation, and automated 2-stage verification self-testing.

415 5d ago A 76 tokens original Apache-2.0

second-brain

08

uussnn/second-brain

Skill Claude CodeCodex

An offline knowledge manager based on PARA, a way to organize information into Projects, Areas, Resources, and Archives. It organizes notes, searches them by meaning, and combines related information on the user's device.

71 +1 4mo ago A 40 tokens original Apache-2.0

td-apple-ops

09

sygnalinc/Apple-Frameworks-for-TouchDesigner

Skill Claude CodeCodex

A guide for building TouchDesigner projects with Apple Frameworks custom operators, which are components for tasks such as pose, face, and hand detection, speech transcription, screen capture, and image upscaling.

22 12d ago A 165 tokens

td-apple-plugin

10

sygnalinc/Apple-Frameworks-for-TouchDesigner

Skill Claude CodeCodex

A skill for building TouchDesigner native custom operators, called .plugin files, with Apple's on-device frameworks. The listed frameworks include Vision, Core ML, Core Image, Metal, speech, sound, language, screen capture, and reality tools.

22 12d ago A 158 tokens

web-ai-sdk-docs

11

obetomuniz/web-ai-sdk

Skill Claude CodeCodex

Use web-ai-sdk documentation and package references to build with the Web AI surface.

20 5d ago A 22 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: