원클릭으로 Manus에서 모든 스킬 실행

edge-inference

스타1

포크1

업데이트2026년 4월 2일 21:12

""Optimize and deploy ML inference on edge devices. Use when: running LiteRT on Snapdragon XR1, configuring GPU/NNAPI delegates, optimizing memory for 6GB RAM constraint, reducing inference latency below 50ms, deploying Gemma 4 on phone, running MLX on Apple Silicon, profiling thermal throttling, battery-aware inference scheduling.""

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

AlexiosBluffMara

AlexiosBluffMara/Duchess

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

관련 직업SOC

SOC 직업 분류 기준

데이터 과학자컴퓨터 및 수학직·SOC 15-2051

SKILL.md

readonly

name	edge-inference
description
Optimize and deploy ML inference on edge devices. Use when	running LiteRT on Snapdragon XR1, configuring GPU/NNAPI delegates, optimizing memory for 6GB RAM constraint, reducing inference latency below 50ms, deploying Gemma 4 on phone, running MLX on Apple Silicon, profiling thermal throttling, battery-aware inference scheduling.""

이 저장소의 다른 Skills

같은 저장소

model-quantization

AlexiosBluffMara/Duchess

""Quantize and optimize ML models for edge deployment across all four tiers. Use when: converting models to LiteRT, ONNX export, INT8/FP16 quantization, GGUF conversion, MLX format, BitNet 1-bit quantization, model size reduction, inference optimization, Adreno GPU delegate, NNAPI configuration, profiling model performance on target hardware.""

2026-04-021

name

AlexiosBluffMara/Duchess

Create or update a skill and mirror it to both .github/skills/ and .claude/skills/

2026-04-021

ml-model-training

AlexiosBluffMara/Duchess

""Fine-tune and train ML models using Unsloth Dynamic QLoRA for the Duchess platform. Use when: fine-tuning Gemma 4, training Qwen2.5-VL, creating domain adapters (Safety, Spanish, Engineering, Electrical), configuring QLoRA hyperparameters, running training on RTX 5090, dataset preparation for construction safety, model evaluation against benchmarks.""

2026-04-021

android-development

AlexiosBluffMara/Duchess

""Build Android apps for Vuzix M400 glasses and companion smartphones. Use when: developing Kotlin Android code, AOSP without Google Play Services, Vuzix SDK integration, companion phone app, BLE communication, camera pipeline, sideloading APKs, foreground services, Jetpack Compose UI, Android Gradle builds, min SDK 33 for glasses, min SDK 30 for phone.""

2026-04-021

ar-interface-design

AlexiosBluffMara/Duchess

""Design AR interfaces for Vuzix M400 glasses and companion phone app. Use when: designing heads-up display layouts, 640x360 OLED optimization, voice UI commands, safety alert presentation, glove-compatible interactions, bilingual UI layout, notification design, wearable ergonomics, OLED power optimization, accessibility for construction workers.""

2026-04-021

bilingual-localization

AlexiosBluffMara/Duchess

""English/Spanish localization for construction safety communication. Use when: translating safety alerts, creating bilingual UI strings, construction-register Spanish terminology, code-switching training data, regional Spanish variants, OSHA bilingual compliance, LoRA adapter vocabulary for Spanish construction jargon, toolbox talk translations.""

2026-04-021

원클릭으로 모든 스킬 실행