QAI AppBuilder is designed to help developers easily execute models on WoS and Linux platforms. It encapsulates the Qualcomm® AI Runtime SDK APIs into a set of simplified interfaces for running models on the NPU/HTP.
App Builder — generate complete, runnable fullstack WebUI applications (FastAPI backend + pure HTML/CSS/JS frontend) around on-device AI Model Packs (OCR, TTS, ASR, Super-Resolution, etc.). Use this skill when the user wants to build, generate, modify, or debug a standalone WebUI app around any installed Model Pack.
Real-ESRGAN x4plus: image/video super-resolution from xinntao/Real-ESRGAN, running on Snapdragon X Elite NPU (QNN HTP FP16). Single QNN context binary.
A professional programming assistant supporting code writing, debugging, review, refactoring, and performance optimization, as well as open-source repository analysis.
QAI ModelBuilder. Tools and workflows for model conversion, inspection, operator patching, quantization, and inference validation of self-converted models on Qualcomm platform. Use this skill when working with custom ONNX/PyTorch models — export to ONNX, convert to QNN/SNPE DLC, FP16/FP32/INT8 quantization, operator…
Diagnose and fix failures in the ONNX → C++/bin → DLL → context-binary (.bin) chain on WoS ARM64: graph-name mismatches, missing VS ARM64 environment, missing HTP runtime files, architecture mismatches, and 0-byte/bins/ output traps. Root causes are usually environment/config — check those first before touching the…
Fix failures that occur while exporting a PyTorch model to ONNX (before QNN conversion): the basicsr / functionaltensor import error, and conversion failures caused by training-only branches (auxiliary classifiers) that emit dynamic-shape operators QAIRT 2.45 cannot convert (ReshapeOp::calculateShape). Fixes are…
Diagnose runtime failures and wrong results when running .bin/.dlc/.dll through qaiappbuilder / QNNContext: silent load crashes, stale-artifact low cosine, NCHW/NHWC input mismatch, multi-model buffer collisions, and Linux HTP transport/version mismatch. Inference on NPU MUST go through qaiappbuilder/QNNContext …
Enforce "Do Not Modify QAIRT SDK Files" (B9), diagnose a damaged qnn-context-binary-generator.exe (0-byte / WinError 193) read-only, and recover the single damaged file from the kept SDK zip / launcher-script backup without a 2 GB reinstall.
Model Hub — download pre-exported models from Qualcomm AI Hub, run inference on-device, and export them to App Builder as ready-to-import Packs. Use this skill when the user wants to use an AI Hub prebuilt package (.bin / .dlc / ONNX) without doing custom conversion. NOT for self-converted models — use model-builder…
Generate fully editable, high-quality PPTX with python-pptx based on the user's topic, materials, or business goals; defaults to a general-purpose "dark gilded elegant" visual system, with adaptive layout capabilities for cover, table of contents, section/transition, viewpoint statement, image-text mixed layout…
Use when working with the browser tool — navigating or inspecting a page, clicking through a flow, filling and submitting a form, acting inside a logged-in session, or screenshotting a rendered page — and especially when a page will not cooperate — a selector matches nothing, content is missing because it renders with…
Use when working with the computer tool — driving the Windows desktop, clicking or dragging anything on screen, opening or focusing an app, or locating a UI element — and especially when a computer action did not do what was expected — a click or drag missed a target that looked right, a drag turned into a selection…
Fetch and summarize academic papers from arxiv.org. Use for arxiv.org paper URLs (e.g. arxiv.org/abs/...). Triggers include 'read/summarize this arxiv paper', 'read paper', 'summarize paper'. Note — arxiv URLs must use this skill, NOT summarizenews.
GenieAPIService technical documentation retrieval. Find guides on platform deployment, model configuration, and API usage. GenieAPIService is an OpenAI-compatible API service that enables running large language models(include LLM & VLM model) locally on Qualcomm(高通) Windows on Snapdragon, Android, and Linux platforms.…
QAI AppBuilder technical documentation retrieval. Find guides on installation, Python/C++ APIs, and model deployment examples. QAI AppBuilder is a rapid AI application development framework designed to simplify the deployment of QNN models on NPU (HTP) across Qualcomm(高通) Windows on Snapdragon, Android, and Linux…
AIPC, AI Porting Conversion. Tools and workflows for QAIRT/AIPC project setup, model conversion, inspection, operator patching, quantization, context-binary generation, and inference on Qualcomm platforms. Use this skill when creating or initializing an AIPC project, exporting AI models to ONNX, converting ONNX models…
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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: