qualcomm

Rebase the current branch into clean conventional commits with proper author attribution. Use when the user wants to clean up a branch's commit history into well-organized conventional commits.

Use when writing, reviewing, or refactoring Angular component or directive tests, especially tests for inputs, outputs, host behavior, template probes, forms, accessibility, or signal-backed behavior.

Use when writing, reviewing, or refactoring Angular tests for application behavior, services, routes, state, forms, pipes, or integration flows, especially when tests may assert implementation details instead of public outcomes.

Use when writing, reviewing, or refactoring React component tests, especially tests for props, callbacks, controlled state, children, accessibility, form behavior, or multiple public component API variants.

Use when writing, reviewing, or refactoring React tests for application behavior, hooks, routes, state, or integration flows, especially when tests may assert implementation details instead of public outcomes.

Use when writing, reviewing, or refactoring tests that run in Vitest Browser Mode, especially tests using page, userEvent, expect.element, browser locators, polling assertions, or real DOM interactions.

Use when writing or modifying QUI Angular template usage involving q-icon-button, q-inline-icon-button, q-header-bar-action-icon-button, q-avatar-image, labels for q-text-input/q-number-input/q-password-input/q-select/q-combobox/q-switch/q-checkbox/q-radio,…

Use when reviewing or final-checking QUI Angular template usage involving q-icon-button, q-inline-icon-button, q-header-bar-action-icon-button, q-avatar-image, labels for…

Top-level loop-engineering orchestrator for x64-to-ARM64 porting of any open source project. Drives the whole pipeline end to end — scan, OpenSpec propose, easywos-spec task generation, OpenSpec apply (per-kernel port + verify/retry), wiring the ported…

Bridges EasyWoS scan output with OpenSpec task generation for x64-to-ARM64 porting. MUST be invoked when OpenSpec generates tasks.md for changes involving porting_items. Parses EasyWoS YAML, runs hybrid spec matching (script initial screening + LLM semantic…

Fallback skill for porting x64 code to ARM64 when no specific spec matches. Provides mandatory architectural constraints that ALL ARM64 migrations must respect regardless of code pattern — covering both hand-written assembly and C/intrinsics output. Use when…

Convert ARM64 NEON inline assembly written in Clang/GCC-style `asm volatile(...)` blocks into maintainable C/C++ intrinsics, and must build a Verification project that compares the original asm against the translated intrinsics for semantic equivalence. Use…

Convert x64 assembly to AArch64 arm64 — both inline asm (asm volatile / __asm__) and standalone MASM .asm files (PROC/ENDP, equ, macro/endm) translated to GAS .S form. Use when porting x64-specific asm to arm64, adding arm64 support alongside an existing x64…

Expert skilltree layer-1 dispatcher. Receives porting task commands from tasks.md, parses arguments, loads porting_item data and spec descriptions, then routes to the appropriate leaf skill for actual migration execution. Invoked as: /dispatcher-skill…

Detect a project's build system and modify its build files to add a Windows ARM64 build configuration. Use when the user wants to "enable ARM64", "add ARM64 support", "support Windows on ARM"/"Windows on ARM64"/"WoA", "build for ARM64", "make project ARM64…

Expert guidance for porting x86/x64 SSE/AVX vectorized C++ to ARM64 NEON, grounded in the Microsoft STL's two real backends (vector_algorithms.cpp). Use this skill when: translating __m128i/__m256i intrinsics to NEON (uint8x16_t/uint16x8_t/etc.), replacing…

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…

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,…

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…

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,…

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…

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…

163 email tool for sending, reading, searching, and replying to emails via 163.com (NetEase Mail).

Canonical PowerShell block that detects the Windows ARM64 build toolchain (host arch, Visual Studio path, ARM64-target cl.exe, MSBuild, dumpbin, vcvars script) and caches the result to .copilot/state/wos-toolchain.json for reuse across agents/phases. Load…

Fallback skill for porting x64 code to ARM64 when no specific spec matches. Provides mandatory architectural constraints that ALL ARM64 migrations must respect regardless of code pattern — covering both hand-written assembly and C/intrinsics output. Use when…

Convert ARM64 NEON inline assembly written in Clang/GCC-style `asm volatile(...)` blocks into maintainable C/C++ intrinsics, and must build a Verification project that compares the original asm against the translated intrinsics for semantic equivalence. Use…

Convert x64 assembly to AArch64 arm64 — both inline asm (asm volatile / __asm__) and standalone MASM .asm files (PROC/ENDP, equ, macro/endm) translated to GAS .S form. Use when porting x64-specific asm to arm64, adding arm64 support alongside an existing x64…

Expert guidance for porting x86/x64 SSE/AVX vectorized C++ to ARM64 NEON, grounded in the Microsoft STL's two real backends (vector_algorithms.cpp). Use this skill when: translating __m128i/__m256i intrinsics to NEON (uint8x16_t/uint16x8_t/etc.), replacing…

Port x86 SSE/AVX intrinsics to ARM NEON, including CRC32 PCLMULQDQ → PMULL. Use when translating x86/x64 intrinsic code to NEON equivalents, adding ARM paths alongside existing x86 code, writing ARM NEON compute kernels from SSE/AVX specifications, or porting…

ARM64 build/link error diagnosis and fix recipes for Windows (C-series compiler errors, LNK linker errors, D80xx conflicts, .sln/.vcxproj platform mis-configuration, dumpbin AA64 validation). Load when triaging an ARM64 build log line-by-line — do NOT load…

Canonical list of forbidden vs valid skip reasons for ARM64 SIMD porting, plus the PowerShell regex audit block used by wos-porter Phase 8 gate G7c and wos-optimizer Hard Constraints. Load when auditing an optimizer report, when the optimizer decides whether…

Onboard a new model to Qualcomm AI Hub Models. Guides authoring a standalone folder (model.py, app.py, demo.py, test.py, manifest.yaml) that the qai-hub-models CLI can install, export, and evaluate. Ships `supported_precisions: [float]`; quantization is a…

Add a quantized precision to a float recipe that already passes `validate-on-device`. Tries w8a8, falls back to w8a16, or gives up. Hard-requires a dataset + evaluator (authors them under supervision if missing). Use after `validate-on-device`.

Onboard a new model to Qualcomm AI Hub Models as an in-tree recipe (lives under src/qai_hub_models/models/<id>/, appears in the public catalog, has a scorecard entry). This is a thin delta on top of the base `onboard` skill — it inherits all authoring…

Compile, profile, and (if evaluator wired) evaluate a float recipe on a Snapdragon device via AI Hub. Iterates on failures using `.claude/docs/on-device-debugging.md`. Use after `onboard` produces a `validate`-green float recipe, and before `add-quantization`.

Add a new LLM model to the geniex runtime (creates spec header, example executable, CMakeLists)

Reference for developing against the QAIRT/QNN runtime — graph execution, KV cache, tensor I/O, multi-shard wiring

Convert xtensor prototype code to production QNN direct-buffer operations (zero-copy)

Write C++ tensor logic using xtensor (NumPy-like API) for prototyping before QNN conversion

Generate an HTML coverage report for all Go tests via bazel + genhtml, then open it in the browser.

Reorganize the commits on the current PR branch into a clean, logically-grouped history with short one-line messages. Use when the user asks to tidy, squash, reshape, or clean up commits on the current branch or PR. ALSO proactively suggest this skill (ask,…

Guide for enabling Windows ARM64 support in software projects. This skill will be used when users want to "enable ARM64", "add ARM64 support", "support Windows on ARM", or "make project ARM64 compatible". It detects build systems (cmake, visual_studio,…