arm-examples
12 verified skills48 total stars
llm-code-review
Review a change in this repo and produce actionable review comments (correctness, tests, docs, portability, performance) formatted for copy/paste into a code review tool. Use when the user says “review this change”, “code review”, “CR”, “patchset review”, or wants AI reviewer feedback.
tools4
llm-android-cross-build
Cross-compile for Android (x-android-aarch64 preset), optionally build tests/benchmarks, and outline adb push/run steps. Use when building for Android targets or diagnosing Android toolchain issues.
tools4
llm-build-and-ctest
Configure, build, and run CTest for this repository using CMake presets (native, x-android-aarch64, x-linux-aarch64), including common cache flags (LLM_FRAMEWORK, BUILD_JNI_LIB, USE_KLEIDIAI, BUILD_BENCHMARK, CPU_ARCH) and failure triage steps. Use when asked to run tests, reproduce build/CI failures, or diagnose CMake/CTest/JNI issues for this project.
development4
llm-change-api-safely
Make safe changes to the public C++ API (src/cpp/interface/) and its implementations (C++ + optional JNI), including updating tests and preserving compatibility where possible. Use when adding new features/methods, changing behavior, or refactoring interface/bridge code in this repository.
development4
llm-config-schema-change
Safely add or change model config schema keys (JSON) and update parsing, tests, and docs. Use when editing model_configuration_files schema or LlmConfig parsing without doing broader model onboarding.
testing4
llm-debug-test-failures
Debug failing LLM integration tests caused by model output drift, incorrect context/runtime parameters (contextSize, batchSize, threads), prompt/template mismatches, or backend/framework regressions. Use when tests fail and you need to see the model response, reproduce a single failing CTest, or trace issues into src/cpp/frameworks (llama.cpp, onnxruntime-genai, mediapipe, mnn).
development4
llm-update-downloads
Update scripts/py/requirements.json entries (URLs + sha256sum) for models/tools, validate hash changes, and keep downloads deterministic without committing artifacts. Use when adding or refreshing model/tool downloads.
tools4
llm-benchmark-workflow
Build and run the benchmarking tools in this repository (including llm-bench-cli) across supported backends, and triage benchmark build/runtime issues (shared libs placement, model paths, threads/tokens, JNI off). Use when changing benchmark code, adding metrics, comparing performance, or verifying benchmark binaries for a backend.
tools4
llm-session-start
Run fast “session start / doctor” checks for this repository (toolchain + wiring sanity, framework version report, optional upstream update check), optionally generate a debug bundle, and when needed bump pinned backend framework versions with build+ctest verification. Use at session start or when upgrading llama.cpp/onnxruntime-genai/mediapipe/mnn pins.
tools4
llm-backend-scaffold
Scaffold and integrate a new LLM backend/framework into this repository (new subdir under src/cpp/frameworks, wire LLM_FRAMEWORK routing, configuration options, downloads/models, tests, and docs). Use when adding a new framework, porting a backend, or refactoring backend glue code.
development4
llm-add-model-support
Add or revise a model configuration JSON under model_configuration_files/ and ensure it is exercised by CTest (test/CMakeLists.txt) for the relevant backend; optionally onboard a new model end-to-end (downloads/sha256 entries, backend prompt/template quirks, tests, README updates). Use when onboarding a new model, updating supported models, or fixing model-related load/inference/test failures.
development4
llm-jni-smoke
Run a fast JNI-focused build/test smoke check (JNI on, minimal test run), and isolate JNI toolchain issues. Use when changing JNI/Java code or validating JNI setup.
tools4