devops-cicd

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Aktualisiert2. April 2026 um 03:22

""Set up CI/CD pipelines, deployment automation, and infrastructure provisioning. Use when: creating GitHub Actions workflows, Android build automation, ML model deployment, Docker containerization, Terraform/CDK infrastructure, APK signing, device fleet management, OTA updates, monitoring dashboards, release management.""

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Quelle

AlexiosBluffMara

AlexiosBluffMara/Duchess

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Netzwerk- und ComputersystemadministratorenInformatik- und Mathematikberufe·SOC 15-1244

SKILL.md

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name	devops-cicd
description
Set up CI/CD pipelines, deployment automation, and infrastructure provisioning. Use when	creating GitHub Actions workflows, Android build automation, ML model deployment, Docker containerization, Terraform/CDK infrastructure, APK signing, device fleet management, OTA updates, monitoring dashboards, release management.""

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edge-inference

AlexiosBluffMara/Duchess

""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.""

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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.""

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name

AlexiosBluffMara/Duchess

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

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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.""

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