espressif

Generate a precise, crisp commit message from the STAGED changes only, following the repo's type(scope): description convention.

Run make deploy targeting the region/profile from AWS_REGION/AWS_PROFILE if set, else the default AWS profile and its configured region. Supports per-stack-group deploys.

Analyse design/brainstorming docs, compare with implementation, create/update comprehensive implementation plan with progress tracking

Generate a review-optimized MR/PR description from the diff between the current branch and main, following the repo's git-flow conventions. Use when opening a merge request, drafting a PR description, or summarizing a branch for review.

Run make test to green first, then make itest; report all failures and re-run failing tests one by one to form an RCA and fix where the cause is clear.

Sync API definitions (swagger YAMLs) and specs (docs/en/specs/) with the code on the current branch, documenting any new/changed features the branch introduces.

ESP32-P4 PIE (Processor Instruction Extensions) SIMD instruction set reference and optimization guide. Use when working with ESP32-P4 custom AI/DSP SIMD instructions in assembly orintrinsic form, converting scalar code to vectorized SIMD code, or implementing…

ESP32-S3 Processor Instruction Extensions (PIE) SIMD reference for accelerating C code. Use when converting scalar C loops into PIE SIMD assembly (EE.* instructions). Covers 128-bit QR registers, vector arithmetic, MAC, non-aligned data, FFT, and common…

Iteratively tune esp-ppq QuantizationSetting to recover post-quantization accuracy on ESP-DL targets. Drives a closed loop of "baseline -> calibration × TQT(default) cartesian product -> distribution-aware residual fixes -> agent-driven open exploration ->…

End-to-end guide for implementing, testing, and optimizing neural network operators in the ESP-DL framework. Covers C++ module implementation, C reference kernels, SIMD assembly optimization, esp-ppq quantization strategy integration, Docker-based build/test,…

Use when migrating ESP Board Manager board definitions or application code from legacy dev_lcd_touch_i2c / type lcd_touch_i2c to generic dev_lcd_touch with type lcd_touch and sub_type i2c, including YAML field mapping, setup_device.c touch factory updates,…

Migrates Espressif Python tools to the shared esp-pylib library. Use when the user explicitly asks to migrate to esp-pylib, replace duplicated code (FatalError, logging, console output options via set_console_options, set_info_stream, progress bars,…