diff --git a/.editorconfig b/.editorconfig
index 5e62df9..b8cca10 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -1,5 +1,3 @@
-# https://EditorConfig.org
-
 root = true
 
 [*]
diff --git a/.gitattributes b/.gitattributes
index de9ef06..6aa7289 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -52,10 +52,6 @@
 *.ogv filter=lfs diff=lfs merge=lfs -text
 
 # Common data transfer formats
-#*.csv filter=lfs diff=lfs merge=lfs -text
-#*.tsv filter=lfs diff=lfs merge=lfs -text
-#*.json filter=lfs diff=lfs merge=lfs -text
-#*.xml filter=lfs diff=lfs merge=lfs -text
 *.parquet filter=lfs diff=lfs merge=lfs -text
 *.feather filter=lfs diff=lfs merge=lfs -text
 *.msgpack filter=lfs diff=lfs merge=lfs -text
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 994e455..88b27ea 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -22,7 +22,6 @@ permissions:
   contents: read
 
 jobs:
-  # Repository checks: the Git hooks and the Nix flake.
   checks:
     runs-on: ubuntu-latest
     timeout-minutes: 20
@@ -45,12 +44,7 @@ jobs:
       - name: Evaluate the Nix flake
         run: nix flake check --no-build
 
-  # NuttX builds with the apt toolchains. They prove the submodules, the
-  # system dependencies, and the build flow stay working. Ubuntu ships
-  # gcc-riscv64-unknown-elf with the rv32imac soft-float multilib the
-  # Espressif boards need, under the name their board configuration asks for,
-  # so no toolchain override belongs here. The boards themselves are not in
-  # CI, so nothing is flashed or run.
+  # Builds NuttX images for configured boards to verify build pipeline.
   nuttx-build:
     runs-on: ubuntu-latest
     timeout-minutes: 45
@@ -72,10 +66,7 @@ jobs:
       - name: Install system dependencies
         run: make setup-deps
 
-      # Ubuntu ships gcc-riscv64-unknown-elf without a C library, and the
-      # Espressif HAL needs sys/lock.h from one. This toolchain carries newlib.
-      # It is pinned to the GCC 14 release on purpose, because GCC 15 and newer
-      # default to C23, which removed the ATOMIC_VAR_INIT macro that the HAL still uses.
+      # Pinned GCC 14 toolchain with newlib required for ESP32-P4 HAL.
       - name: Install the Espressif RISC-V toolchain
         if: matrix.name == 'ESP32-P4'
         env:
diff --git a/.gitignore b/.gitignore
index 9bc3506..e5afb9b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -13,17 +13,10 @@ venv/
 .Python
 build/
 
-# ESP-IDF fetches managed components into each project directory, and the path
-# is not configurable. The pin is dependencies.lock, which is committed, so the
-# fetched source stays out of the repository the same way the uv virtual
-# environment does.
+# ESP-IDF managed component sources (pinned by dependencies.lock)
 managed_components/
 
-# NuttX builds an out-of-tree application where its sources live, because it is
-# reached through the apps/external symlink. So object files and dependency
-# lists land under experiments/ rather than under external/ like every other
-# build product. The object file names embed an absolute path, which is a second
-# reason they must never be committed.
+# NuttX out-of-tree application build outputs
 experiments/**/*.o
 experiments/**/Make.dep
 experiments/**/.depend
@@ -88,7 +81,6 @@ out2/
 *.wal
 *.sqlite
 
-# Dependency lock files (uncomment to ignore)
 poetry.lock
 
 # Documentation files
@@ -100,7 +92,6 @@ result-*
 .nix-devshell-profile*
 
 # Miscellaneous files and directories to ignore
-# Add any additional file patterns a directory names that should be ignored down here
 .env
 .claude/
 .codex
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..6324d40
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.14
diff --git a/AGENTS.md b/AGENTS.md
index 588e5cb..2ab82e6 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -1,252 +1,129 @@
 # AGENTS.md
 
-This file guides coding agents that work on this repository.
+This file guides coding agents working on this repository.
 
 ## Mission
 
-This repository is a personal playground for learning microcontroller programming.
-Apache NuttX is the first OS, but the structure leaves room for other boards and other OSes.
-It holds experiments, board configurations, and notes. It is not a product or a library.
+This repository is a personal playground for learning microcontroller programming across Apache NuttX and other RTOSes. It holds experiments, configurations, and notes.
 Priorities, in order:
 
-1. Working experiments: code that builds, flashes, and runs on the real boards listed below.
-2. Reproducible setup: the Nix dev shell, the git submodules under `external/`, and the uv-managed Python tools define the whole environment, so a
-   fresh clone can rebuild everything.
-3. Understanding: an experiment is done when its notes say what was tried, what worked, and what did not.
+1. Working experiments: code that builds, flashes, and runs on hardware.
+2. Reproducible setup: the Nix dev shell, submodules under `external/`, and uv define the entire environment.
+3. Understanding: an experiment is done when notes document what was tried, what worked, and what failed.
 
 ## Hardware
 
-The boards connect over USB to a Linux development machine, on either amd64 or arm64.
-
-- Waveshare ESP32-P4-WIFI6, an ESP32-P4NRW32 with 32 MB of stacked PSRAM, 32 MB of NOR flash, and a 40-pin header. The ESP32-P4 is a dual-core
-  RISC-V application processor with no radio. The board pairs it with an onboard ESP32-C6-MINI-1 over SDIO, which is meant to provide Wi-Fi 6 and
-  Bluetooth 5. That link does not work; see `docs/esp32p4.md`. This sample is silicon revision v1.3, below the v3.0 that NuttX supports, so it needs
-  `CONFIG_ESP32P4_SELECTS_REV_LESS_V3` and `CONFIG_ESP32P4_REV_MIN_100` to get past the revision check. With those set it reaches a NuttShell prompt
-  when the console is on UART0, and it also runs ESP-IDF. One USB-C connector, going to an onboard WCH CH343 bridge on UART0, meaning GPIO37 and
-  GPIO38. It appears as `/dev/ttyACM0` with USB vendor `1a86`, and the Pico 2 takes the same device name, so check the vendor before flashing. The
-  board has no Ethernet, so the boot always reports an EMAC timeout. The NuttX board is `esp32p4-function-ev-board`, which is Espressif's reference
-  board and the only ESP32-P4 in the tree; it works here.
-- Raspberry Pi Pico 2 WH: an RP2350 board with headers and a wireless module. The RP2350 has both Arm Cortex-M33 and RISC-V Hazard3 cores. The
-  NuttX port targets the Cortex-M33 cores. The NuttX board is `raspberrypi-pico-2`, since the tree has no `-w` variant, and it runs correctly on the
-  WH with the wireless module unused. The `usbnsh` configuration gives a NuttShell over the USB cable, which makes this the board that currently
-  works without extra hardware. Wiring up the CYW43439 would mean borrowing from `boards/arm/rp23xx/pimoroni-pico-plus-2-w`, since the driver at
-  `arch/arm/src/rp23xx/rp23xx_cyw43439.c` is not wired up for this board. See `docs/raspberrypi-pico-2.md`.
-- 40-pin male-to-female Dupont jumper wires, 30 cm, for breadboard and peripheral wiring.
+The boards connect over USB to a Linux development machine (amd64 or arm64):
+
+- Waveshare ESP32-P4-WIFI6: ESP32-P4NRW32 (dual-core RISC-V, 32 MB PSRAM, 32 MB flash) with an onboard ESP32-C6 over SDIO (link non-functional; see `docs/esp32p4.md`). Silicon revision v1.3 requires `CONFIG_ESP32P4_SELECTS_REV_LESS_V3` and `CONFIG_ESP32P4_REV_MIN_100`. USB-C links to a WCH CH343 UART0 bridge (`/dev/ttyACM0`, vendor `1a86`). NuttX board target is `esp32p4-function-ev-board`.
+- Raspberry Pi Pico 2 WH: RP2350 (Arm Cortex-M33 and RISC-V Hazard3 cores) with CYW43439 wireless. NuttX targets Cortex-M33 using board `raspberrypi-pico-2`. The `usbnsh` configuration provides console over USB. See `docs/raspberrypi-pico-2.md`.
+- 40-pin male-to-female Dupont jumper wires, 30 cm, for peripheral wiring.
 
 ## Core Rules
 
 - Use English for code, comments, docs, and notes.
 - Prefer small, focused changes over large refactoring.
 - Add comments only when they explain something the code does not show.
-- Do not add features, error handling, or abstractions beyond what the current experiment needs.
-- Never commit changes inside the submodules under `external/` from this repository. A patch that must survive belongs in this repository as a patch
-  file or an out-of-tree file. An intentional submodule version bump is its own commit.
-- Watch for repositories nested inside a submodule. The Espressif HAL at `external/nuttx/arch/risc-v/src/esp32p4/esp-hal-3rdparty` is its own git
-  repository, cloned by the NuttX build and ignored by NuttX itself, so `git -C external/nuttx status` reports a clean tree while edits sit there
-  unnoticed. Check it directly before concluding that the submodules are untouched.
-- Do not flash a board or open its serial port without being asked. The user may be using the board.
+- Do not add features, error handling, or abstractions beyond current experiment needs.
+- Never commit changes inside submodules under `external/`. Out-of-tree patches belong in `patches/`. Submodule version bumps belong in their own commit.
+- Check the nested Espressif HAL repository at `external/nuttx/arch/risc-v/src/esp32p4/esp-hal-3rdparty` directly to verify it is clean.
+- Do not flash a board or open its serial port without being asked.
 
 ## External Dependencies
 
-External code lives in git submodules under `external/`. It is never copied into the repository:
-
-- `external/nuttx`: the Apache NuttX RTOS kernel and build system.
-- `external/nuttx-apps`: the NuttX applications tree. The build expects it next to the kernel.
-- `external/pico-sdk`: the Raspberry Pi Pico SDK. The NuttX rp23xx port builds against it through `PICO_SDK_PATH`.
-- `external/esp-idf`: the Espressif IoT Development Framework, pinned at v5.5.5. It is the vendor SDK for the ESP32 chips and builds on FreeRTOS. It
-  carries its own submodules, so it needs a recursive fetch, and its compilers are prebuilt downloads rather than Nix packages. `make espidf-install`
-  places them under `build/espressif` instead of the home directory.
-- `external/crosstool-ng`: the Espressif fork of crosstool-NG. It can build a bare-metal RISC-V toolchain for the Espressif chips. The dev shell
-  builds its own compiler through the flake instead, so this submodule is a fallback rather than part of the normal setup.
-
-JetBrains IDEs need one manual setting. They detect every nested `.git` directory and register it as its own
-version control root. They then group the commit dialog by root. So a node named after a submodule appears there,
-holding that submodule's changed files. Committing with it checked creates a commit inside the submodule, which
-the Core Rules forbid. The IDE does not consult `ignore = dirty` when building that list.
-
-Remove the `external/...` rows under Settings, Version Control, Directory Mappings. Leave only the project root.
-Decline the offer to re-add them when the IDE reports unregistered roots.
+External code lives in git submodules under `external/` (fetch with `make submodules`):
 
-Each submodule carries `ignore = dirty` in `.gitmodules`. A configured and built tree is dirty by design. NuttX
-builds in place, and `make nuttx-patch` edits the submodule. The setting keeps that noise out of `git status`. It
-still shows a moved pointer, which is a real change and belongs in its own commit. To inspect the dirt
-deliberately, use `git status --ignore-submodules=none` or run git inside the submodule.
+- `external/nuttx`: Apache NuttX RTOS kernel and build system.
+- `external/nuttx-apps`: NuttX applications tree.
+- `external/pico-sdk`: Raspberry Pi Pico SDK (`PICO_SDK_PATH`).
+- `external/esp-idf`: Espressif IoT Development Framework (v5.5.5; `make espidf-install` places toolchains in `build/espressif`).
+- `external/crosstool-ng`: Espressif crosstool-NG fallback toolchain.
 
-After cloning, run `make submodules` to fetch them. A plain `git submodule update --init --depth 1` misses the nested submodules that the Pico SDK
-and ESP-IDF need.
+Submodules use `ignore = dirty` in `.gitmodules`. In JetBrains IDEs, map only the repository root under Settings, Version Control, Directory Mappings to avoid accidental submodule commits.
 
-ESP-IDF pulls some code through its own component manager rather than as a submodule. Those land in
-`managed_components/` inside the project that asked for them, a path ESP-IDF does not let you move. That
-directory is gitignored, and `dependencies.lock` next to it is committed instead, since the lock file is the
-pin and the fetched source is a cache. This follows the same split as `flake.lock` and `uv.lock` against
-`.venv/`. A component belongs in `idf_component.yml`, alongside a comment saying why, not in `external/`.
+ESP-IDF managed components land in `managed_components/` (gitignored; pinned by `dependencies.lock`). Document component rationale in `idf_component.yml`.
 
-Python tools are managed by uv through `pyproject.toml`. That is where `esptool` and `pre-commit` come from. Run them as `uv run esptool` and
-`uv run pre-commit`, or from the uv-created virtual environment. Do not install Python tools with pip into the system interpreter.
-
-Everything else (compilers, kconfig tools, flashing and debugging tools) comes from the Nix dev shell in `flake.nix`. Enter it with `nix develop`
-before building. A new system-level tool belongs in `flake.nix`. A new Python tool belongs in `pyproject.toml`.
+Python tools are managed by uv via `pyproject.toml` (run with `uv run`). System compilers and tools come from `flake.nix` (`nix develop`).
 
 ## Repository Layout
 
-- `external/`: the git submodules listed above.
-- `experiments/`: one directory per experiment. Each has a `README.md` that names the board, the OS, the build and flash commands, and the result.
-- `configs/`: saved build configurations, grouped as `configs/<os>/<board>/<name>/`.
-- `docs/`: notes on the boards, wiring, and what each experiment taught.
-- `.github/workflows/`: CI workflows.
-- `Makefile`: developer tasks; run `make help` to list them. OS-agnostic targets have plain names (`submodules`, `install`, `flash-pico`,
-  `console`). OS-specific targets carry the OS as a prefix (`nuttx-configure`, `nuttx-build`, `nuttx-flash-esp`).
-
-Build output stays inside the tree that produced it, under `external/`, and is never committed. Saved configurations, custom applications, and
-experiment notes live in this repository, outside `external/`.
+- `external/`: git submodules.
+- `experiments/`: one directory per experiment with a `README.md`.
+- `configs/`: saved build configurations under `configs/<os>/<board>/<name>/`.
+- `docs/`: hardware, wiring, and architectural documentation.
+- `Makefile`: developer tasks (`make help`).
+- Build artifacts remain inside the producing tree under `external/` or `build/` and are never committed.
 
 ## Building and Flashing
 
-All builds run inside the Nix dev shell. The `make nuttx-*` targets wrap the steps below. Configure and run the NuttX build from `external/nuttx`:
-
-1. List the available boards and configurations with `./tools/configure.sh -L`.
-2. Configure with `./tools/configure.sh <board>:<config>`. The ESP32-P4 board is `esp32p4-function-ev-board:nsh`, and it is the default board for
-   the `make nuttx-*` targets. The Pico 2 is `raspberrypi-pico-2:nsh`, and the ESP32-C6 on its own is `esp32c6-devkitc:nsh`. Run `make distclean`
-   before switching boards.
-3. Adjust options with `make menuconfig`, then build with `make`.
-
-A change to the compiler flags needs the same treatment as a change to the configuration, for the same reason.
-Deleting the objects under `arch/risc-v/src/chip/esp-hal-3rdparty` forces just those to recompile. That matters
-when a full `make nuttx-distclean` would destroy something expensive in `nuttx-apps`, such as a built CPython.
+Builds run inside the Nix dev shell (`make shell`):
 
-Any change to the configuration needs a clean rebuild. NuttX does not reliably recompile the vendored Espressif HAL objects when `.config` changes,
-so an incremental build can link objects compiled under the previous options. That has already produced a phantom linker error, whose workaround
-resolved a function to address zero and shipped it. After `kconfig-tweak`, `menuconfig`, or any other configuration edit, run `make nuttx-distclean`,
-configure again, and build from scratch. When a rebuild produces a byte-identical image after a configuration change, the build was skipped, not
-unnecessary.
+1. Configure via `make nuttx-configure BOARD=<board>:<config>`. Defaults: `esp32p4-function-ev-board:nsh` (ESP32-P4) and `raspberrypi-pico-2:nsh` (Pico 2).
+2. Clean rebuilds (`make nuttx-distclean`) are required after configuration or flag changes, as NuttX does not reliably rebuild vendored HAL objects.
+3. Build with `make nuttx-build`.
 
-Flashing depends on the chip family:
+Flashing:
+- Espressif boards: flash over USB serial with `make nuttx-flash-esp PORT=<port>` or `uv run esptool`.
+- Pico 2: flash in BOOTSEL mode via `make flash-pico-uf2` (copies UF2 to mass storage) or `make flash-pico` (picotool; requires `make setup-udev`).
 
-- Espressif boards flash over the USB serial port with esptool. Use the NuttX `make flash ESPTOOL_PORT=<port>` target, or run `uv run esptool`
-  directly. The port depends on the board. Either ESP32-P4 connector works for flashing, since the ROM download mode listens on UART0 as well as on
-  USB Serial/JTAG, and both appear as `/dev/ttyACM0`. Boards that use a CP2102 bridge appear as `/dev/ttyUSB0` instead. The first flash of a chip also needs the bootloader,
-  which the NuttX build downloads or builds for you.
-- The Pico 2 flashes in BOOTSEL mode, either with `make flash-pico-uf2`, which copies `nuttx.uf2` to the drive the board exposes and needs no special
-  permissions, or with `make flash-pico`, which uses `picotool` and needs the udev rules that `make setup-udev` installs once. Getting into BOOTSEL
-  mode always takes a physical button press, because NuttX exposes no picotool reset interface and `picotool reboot -f -u` therefore cannot do it.
-  Every test on that board costs the user a button press, so ask for one deliberately and change one thing at a time.
-
-Reach the serial console with `picocom` (for example `picocom -b 115200 /dev/ttyACM0`). Serial access needs membership in the `dialout` group on most
-Linux distributions (some use `uucp` instead).
-
-The port takes one reader at a time, and a terminal holding it makes every other attempt look like a hung board. `tools/board-mcp.py` is an MCP server that
-owns the port, waits for the prompt rather than sleeping a fixed time, and names the process holding the port when it cannot open it. It also strips MAC
-addresses and wireless scan details on the way out, so the Privacy rules below hold without depending on judgment. Prefer it over a one-off serial script.
-See `docs/board-mcp.md`.
+Serial console:
+- Open with `picocom -b 115200 /dev/ttyACM0` (requires `dialout` group).
+- Prefer the `tools/board-mcp.py` MCP server, which serializes access, handles contention, and scrubs hardware identifiers. See `docs/board-mcp.md`.
 
 ## Toolchains
 
-- The Pico 2 builds with `arm-none-eabi-gcc`, provided by the dev shell.
-- The ESP32-P4 and the ESP32-C6 build with a bare-metal RISC-V toolchain. The dev shell builds its own `riscv32-none-elf-gcc`, because the stock
-  nixpkgs one does not work here. That compiler carries no multilib and only an `ilp32d` libgcc, which cannot link the soft-float `rv32imac` code
-  NuttX generates for either chip. The flake pins a `crossSystem` with `gcc.arch = "rv32imac"` and `gcc.abi = "ilp32"` instead, and takes GCC 14
-  rather than 15, since GCC 15 defaults to C23 and C23 removed the `ATOMIC_VAR_INIT` macro that the vendored Espressif HAL still uses. The build is
-  from source and takes about an hour on a cold Nix store, so run `make shell-pin` afterwards to keep a garbage collection from discarding it.
-- These board configurations select `CONFIG_RISCV_TOOLCHAIN_GNU_RV64`, so NuttX looks for `riscv64-unknown-elf-`, not the `riscv-none-elf-` prefix.
-  The `make nuttx-*` targets read the configured architecture and pass `CROSSDEV=riscv32-none-elf-` when a RISC-V build finds that compiler on PATH,
-  so the flag does not belong on the command line. A machine using the Debian `gcc-riscv64-unknown-elf` package, CI included, keeps the NuttX default
-  and needs no prefix at all, because that package is multilib and carries the `rv32imac` soft-float variant.
-- Rust experiments use rustup from the dev shell. The targets are `thumbv8m.main-none-eabihf` for the Pico 2, `riscv32imac-unknown-none-elf` for the
-  ESP32-C6, and `riscv32imafc-unknown-none-elf` for the ESP32-P4. Add them with `rustup target add`. Flash firmware with `probe-rs` on the Pico 2
-  and with `espflash` on the Espressif chips. The dev shell provides both.
-- Zig experiments use the `zig` compiler from the dev shell. It cross compiles to all three chips and also serves as a C cross compiler.
+- Pico 2: builds with `arm-none-eabi-gcc` from the dev shell.
+- ESP32-P4 and ESP32-C6: build with custom `riscv32-none-elf-gcc` (GCC 14, `rv32imac`, `ilp32`) provided by `flake.nix`.
+- Prefix: `make nuttx-*` passes `CROSSDEV=riscv32-none-elf-` automatically for RISC-V builds.
+- Rust: provided by `rust-overlay` with targets `thumbv8m.main-none-eabihf`, `riscv32imac-unknown-none-elf`, and `riscv32imafc-unknown-none-elf` pre-installed. Flash with `probe-rs` (Pico 2) or `espflash` (ESP32).
+- Zig: pinned to 0.17.0 via `zig-overlay`. Cross compiles to all three chips and serves as a C cross compiler.
 
 ## Adding a Board or an OS
 
-The repository is meant to grow past its current boards and past NuttX. The conventions that keep that cheap:
-
-- A new board needs three things: its toolchain and flash tool as a new package list in `flake.nix`, an entry in the Hardware section above, and a
-  notes page in `docs/` once it has run something.
-- A new OS or SDK gets its source as a submodule under `external/`, its own `<os>-` prefixed group of Makefile targets, its own subdirectory under
-  `configs/`, and its build tools as a new package list in `flake.nix`. Nothing about one OS goes into another OS's targets or into the OS-agnostic
-  ones.
-- An experiment names its board and OS in its `README.md`, not in its directory name, so the same experiment can be redone on other hardware.
-- Environment variables an OS needs (such as `PICO_SDK_PATH`) are set in the flake's `shellHook`, not in personal shell configuration, so the setup
-  stays reproducible.
-- Migration away from an OS is a deletion: remove its submodule, its Makefile target group, its `configs/` subdirectory, and its package list in
-  `flake.nix`. If following these conventions would take more than that, the coupling is in the wrong place.
+- New board: add package list in `flake.nix`, entry in Hardware above, and notes in `docs/`.
+- New OS or SDK: add submodule under `external/`, prefixed Makefile targets (`<os>-*`), subdirectory in `configs/`, and packages in `flake.nix`.
+- OS environment variables belong in `flake.nix` `shellHook`.
+- Experiments name boards and OS in `README.md`, not directory names.
+- Migration away from an OS removes its submodule, target group, configs, and packages without residue.
 
 ## Writing Style
 
-- Write plain, simple English, in docs and in code comments alike. Use short sentences and everyday words.
-- Keep Markdown structure when you rewrite: headings, lists, tables, and links. Do not change fenced code blocks or YAML frontmatter; reproduce them
-  exactly.
-- Use Oxford commas in inline lists: "a, b, and c" not "a, b, c".
-- Do not use em dashes, in documentation or in code comments. Restructure the sentence, or use a colon or semicolon instead.
-- Avoid colorful adjectives and adverbs. Write "rate limiter" not "smart rate limiter".
-- Prefer noun phrases for checklist items over imperative verbs. Write "rate limit enforcement" not "enforce rate limits".
-- Section headings in Markdown files, meaning `##` and `###`, must be in title case: "Build from Source" not "Build from source". Minor words stay
-  lowercase unless they are the first word: the articles (a, an, the), the coordinating conjunctions (and, but, or, nor, so, yet, for), and the short
-  prepositions (in, on, at, to, by, of, up, as, from, with, into, over). The prepositions are named because "from" has to be lowercase for "Build
-  from Source" to be correct.
-- Headings below that level, meaning `####` and deeper, use sentence case: "Clone the repository" not "Clone the Repository". Proper nouns keep their
-  capitals, so "Build and run on the ESP32-P4" is correct.
-- Do not bold the lead-in of a list item. Write "Unit tests: ..." not "**Unit tests**: ...".
-- Use sentence case for the lead-in of a list item. Write "Seed selection: ..." not "Seed Selection: ...". Proper nouns keep their capitals.
-- Capitalize only the first part of a hyphenated compound: "Real-time Scheduling" in a heading, "Real-time" at the start of a sentence, and
-  "real-time scheduling" elsewhere. Never write "Real-Time".
-- Start each sentence with a capital letter, capitalize proper nouns (NuttX, RISC-V, Arm, Espressif, Wi-Fi), and leave common nouns lowercase in the
-  middle of a sentence.
-- Write correct and complete sentences.
-- Avoid made-up words.
-- Do not use a colon in place of a verb. Three uses are fine: joining two clauses inside a complete sentence (the replacement the em-dash rule above
-  calls for), introducing the gloss of a list item, and introducing an enumeration, whether as a list or inline ("Boards: the ESP32-P4, the
-  ESP32-C6, ..."). What a colon must not do is turn a sentence into a label and a definition: write "Copies the firmware to the board over USB"
-  rather than "Flashing: copies the firmware to the board". That shape belongs to a list item. Carrying it into prose (a doc comment summary, a
-  paragraph) leaves a fragment where a sentence was required.
-- Use participial phrases and abbreviations scarcely.
-
-## Experiment Flow
-
-1. Read the notes in `docs/` for the board involved, if any exist.
-2. Configure and build the smallest NuttX image that tests the idea. Start from the `nsh` configuration in most cases.
-3. Flash it, check the behavior on the serial console or on the wired hardware, and record the result in `docs/`.
-4. Save any board configuration worth keeping into this repository, so it can be rebuilt after a `make distclean`.
-
-## Testing
-
-There is no repository-wide test suite, and red-green TDD is not required. Hardware behavior (pins, timing, radios, power) cannot fail in CI, so it
-is verified on the real board, as the Validation section below describes.
-
-Logic that does not need the hardware is the exception. Parsers, protocol framing, and pure algorithms get host-side unit tests inside their
-experiment directory, and those follow the red-green cycle: write the test, watch it fail for the expected reason, then make it pass. Host tests are
-the part of an experiment that survives a move to another board or OS, so prefer pushing logic into host-testable form over testing on the board.
+- Write plain, simple English with short sentences and everyday words.
+- Maintain Markdown structure: title case for `##` and `###` headings, sentence case for `####` and deeper.
+- Use Oxford commas in inline lists: "a, b, and c".
+- Do not use em dashes; use colons or semicolons instead.
+- Avoid colorful adjectives and adverbs.
+- Do not bold the lead-in of list items; use a sentence case.
+- Capitalize proper nouns (NuttX, RISC-V, Arm, Espressif, Wi-Fi).
+- Do not use a colon in place of a verb in prose.
+- Keep fenced code blocks and YAML frontmatter exactly as defined.
 
-## Validation
+## Experiment Flow and Testing
 
-The boards are the test bench for everything else. Before committing a change:
+1. Check existing board notes in `docs/`.
+2. Configure and build the smallest image testing the concept (usually starting from `nsh`).
+3. Flash, verify behavior on hardware, and document findings in `docs/`.
+4. Save reproducible configurations under `configs/`.
+
+Hardware behavior is verified on physical boards. Logic independent of hardware (parsers, protocol framing) must have host-side unit tests under `experiments/<name>/test/`.
+
+## Validation
 
-1. The affected configuration builds from a clean tree inside the dev shell, after a `make nuttx-distclean`, not from an incremental one.
-2. The image was flashed and seen running on the real board, and the notes say so.
-3. Nothing under `external/` was modified, and no build output is staged. Check the nested HAL repository as well as the submodules themselves.
+Before committing:
+1. Affected configurations build cleanly after `make nuttx-distclean`.
+2. Image flashed and verified on physical hardware, documented in notes.
+3. Submodules under `external/` (including nested HALs) are clean, and no build output is staged.
 
 ## Privacy
 
-This repository is public, so anything committed is published.
-The rules below are about everything that describes the person or the machine instead.
-
-- No absolute paths. Use `PLAYGROUND_ROOT` for a path inside this repository; the dev shell exports it. Never
-  write a home directory or a Nix store path into a saved configuration, a Makefile, or a document. Check saved
-  defconfigs for this, because `savedefconfig` records whatever was in `.config`.
-- No hardware identifiers. Chip MAC addresses, eFuse contents, and USB serial numbers of adapters all identify a
-  specific device. Read them at the console when needed and leave them there.
-- No wireless survey data. Access point names from a scan identify a location, so record that `wapi scan` works
-  and what it reports, not its output. Network names and pre-shared keys never belong in a file.
-- No purchasing or personal notes. Shopping lists, prices, and plans go in a file matching `*.local.md`, which
-  `.gitignore` covers with a generic pattern so the rule does not name what it hides.
-- Selected console output only. Quote the lines that carry the technical point rather than pasting a whole
-  capture, since a full boot log or shell session tends to carry identifiers nobody intended to publish.
-
-Before committing, a scan of the tracked files outside `external/` for home directories, MAC addresses, and
-network names costs a few seconds and is worth doing whenever a change touches documentation or saved
-configurations.
+This repository is public. Never commit:
+- Absolute paths: use `PLAYGROUND_ROOT` (check saved defconfigs).
+- Hardware identifiers: no MAC addresses, eFuse contents, or serial numbers.
+- Wireless survey data: record scan success and count, never SSIDs or BSSIDs.
+- Personal notes or pricing: store in `*.local.md` (gitignored).
+- Unfiltered console output: quote only relevant technical lines.
 
 ## Commit Hygiene
 
-- Keep commits scoped to one logical change, and keep a submodule version bump as its own commit.
-- Say in the commit message which board the change was tested on, since behavior differs across chips.
+- Scope commits to one logical change; submodule updates belong in separate commits.
+- State in the commit message which board the change was tested on.
diff --git a/CLAUDE.md b/CLAUDE.md
deleted file mode 100644
index 43c994c..0000000
--- a/CLAUDE.md
+++ /dev/null
@@ -1 +0,0 @@
-@AGENTS.md
diff --git a/Makefile b/Makefile
index 593c4c1..f173b43 100644
--- a/Makefile
+++ b/Makefile
@@ -1,45 +1,31 @@
 NUTTX_DIR ?= external/nuttx
 BOARD     ?= esp32p4-function-ev-board:nsh
-# The RISC-V toolchain in the dev shell is built from source, so a garbage
-# collection would cost an hour to undo. This profile is a GC root.
+# Nix dev shell profile kept as a GC root for the RISC-V toolchain.
 DEVSHELL_PROFILE ?= .nix-devshell-profile
 PORT      ?= /dev/ttyUSB0
 TTY       ?= /dev/ttyACM0
 BAUD      ?= 115200
 UF2       ?= $(NUTTX_DIR)/nuttx.uf2
 
-# A Pico in BOOTSEL mode mounts as a mass storage device. The Pico 2 labels the
-# volume RP2350, and the original Pico labels it RPI-RP2. Copying a UF2 there
-# flashes the board without the udev rules that picotool needs.
+# Pico mass storage mount in BOOTSEL mode (RP2350 or RPI-RP2).
 PICO_MOUNT ?= $(shell findmnt -rn -o TARGET -S LABEL=RP2350 2>/dev/null || \
   findmnt -rn -o TARGET -S LABEL=RPI-RP2 2>/dev/null)
 
-# A configuration saved under configs/nuttx/<board>/<name>. The board name
-# comes from the path, and any in-tree configuration of that board serves as
-# the scaffold, because the saved defconfig then replaces the generated one.
-# NuttX strips CONFIG_APPS_DIR when it writes a defconfig, so it has to go
-# back in before olddefconfig fills in the remaining defaults.
+# Saved NuttX defconfig path under configs/nuttx/<board>/<name>.
 SAVED_CONFIG   ?=
 SAVED_BOARD     = $(notdir $(patsubst %/,%,$(dir $(SAVED_CONFIG))))
 NUTTX_APPS_DIR ?= ../nuttx-apps
 
-# Each entry is <submodule directory>:<patch directory>. A patch that must
-# survive lives here rather than as a commit inside the submodule.
-# NUTTX_APPS_DIR is relative to the kernel tree, because CONFIG_APPS_DIR needs
-# it that way. The patch sets use a repository-relative path instead.
+# Submodule patch mappings: <submodule directory>:<patch directory>.
 PATCH_SETS = $(NUTTX_DIR):patches/nuttx external/nuttx-apps:patches/nuttx-apps
 
-# The Pico SDK, a second SDK alongside NuttX. A project is any directory with a
-# CMakeLists.txt, so PICOSDK_SRC points at one under experiments/.
+# Pico SDK project configuration.
 PICOSDK_DIR    ?= external/pico-sdk
 PICOSDK_BOARD  ?= pico2_w
 PICOSDK_SRC    ?= experiments/picosdk-hello
 PICOSDK_BUILD  ?= build/picosdk/$(notdir $(PICOSDK_SRC))
 
-# ESP-IDF, the Espressif SDK. It is the practical option for the ESP32-P4,
-# whose NuttX console does not reach a shell. IDF_TOOLS_PATH keeps the
-# downloaded toolchains inside the repository rather than in the home
-# directory, so a clean checkout is self contained.
+# ESP-IDF toolchain and build directories.
 ESPIDF_DIR    ?= external/esp-idf
 ESPIDF_TOOLS  ?= $(CURDIR)/build/espressif
 ESPIDF_TARGET ?= esp32p4
@@ -47,37 +33,22 @@ ESPIDF_SRC    ?= experiments/espidf-hello
 ESPIDF_BUILD  ?= $(CURDIR)/build/espidf/$(notdir $(ESPIDF_SRC))
 ESPIDF_PORT   ?= /dev/ttyACM0
 
-# The onboard ESP32-C6 is reached with a 3.3 V USB to UART adapter, which
-# appears as /dev/ttyUSB0 rather than /dev/ttyACM0. This board exposes the C6
-# only as solder pads, so the joints have to be soldered. No ESP32-P4 GPIO
-# reaches the C6's bootstrap either, so it cannot be flashed from the P4. See
-# docs/esp32p4.md.
+# Serial port and build directory for the onboard ESP32-C6.
 C6_PORT       ?= /dev/ttyUSB0
 C6_BUILD      ?= $(CURDIR)/build/espidf/espidf-c6-slave
 
-# idf.py writes the resolved sdkconfig next to the project by default. Sending
-# it to the build directory keeps generated files out of the repository, at the
-# cost of losing menuconfig edits on espidf-distclean. sdkconfig.defaults in
-# the project directory is the file to edit for changes worth keeping.
+# Store resolved sdkconfig in the build directory.
 ESPIDF_ARGS   ?= -C $(ESPIDF_SRC) -B $(ESPIDF_BUILD) \
                  -D SDKCONFIG=$(ESPIDF_BUILD)/sdkconfig
 
-# The CYW43439 blob that a wireless build embeds. The NuttX board build writes
-# a dummy in its place when it is missing, and the resulting image runs but
-# never talks to the wireless chip, so the build checks for it.
+# CYW43439 wireless firmware blob checked during wireless NuttX builds.
 CYW43_FIRMWARE ?= \
   external/pico-sdk/lib/cyw43-driver/firmware/43439A0-7.95.49.00.combined
 
 # The architecture of the current NuttX configuration, empty when the tree is not configured yet.
 NUTTX_ARCH = $(shell sed -n 's/^CONFIG_ARCH="\(.*\)"$$/\1/p' $(NUTTX_DIR)/.config 2>/dev/null)
 
-# NuttX takes its command prefix from the board configuration, and the
-# Espressif boards ask for riscv64-unknown-elf-. A RISC-V build points NuttX at
-# whichever usable compiler is on PATH instead, like riscv32-none-elf- from the Nix
-# dev shell, or riscv32-esp-elf- from the toolchain Espressif publishes, which
-# is what CI installs. The Debian riscv64-unknown-elf package cannot build
-# these boards, because it ships no C library, and the Espressif HAL needs
-# sys/lock.h from one.
+# Select available 32-bit RISC-V cross-compiler prefix from PATH.
 ifeq ($(NUTTX_ARCH),risc-v)
   ifeq ($(origin CROSSDEV),undefined)
     CROSSDEV := $(shell \
@@ -155,13 +126,7 @@ setup-hooks: ## Install Git hooks (pre-commit and pre-push)
 test-hooks: ## Run the Git hooks on all files
 	uv run pre-commit run --all-files --hook-stage pre-push
 
-# NuttX. A second OS gets its own prefixed group (zephyr-build, and so on).
-#
-# The patches in a set stack: a later one may edit lines an earlier one added,
-# so the earlier one no longer reverses on its own once the later one is on.
-# A patch that applies in neither direction is therefore taken as applied when
-# every file it touches is already modified or added in the tree. The reverse
-# check is still tried first, since it is the stricter answer when it works.
+# Apply stacked patches under patches/ to submodules.
 .PHONY: nuttx-patch
 nuttx-patch: ## Apply the patches under patches/ to the NuttX submodules
 	@for set in $(PATCH_SETS); do \
@@ -195,7 +160,7 @@ nuttx-patch: ## Apply the patches under patches/ to the NuttX submodules
 		done; \
 	done
 
-# Reverted last to first, since a later patch may sit on top of an earlier one.
+# Revert patches in reverse order.
 .PHONY: nuttx-unpatch
 nuttx-unpatch: ## Remove the patches under patches/ from the NuttX submodules
 	@for set in $(PATCH_SETS); do \
@@ -214,10 +179,7 @@ nuttx-unpatch: ## Remove the patches under patches/ from the NuttX submodules
 		done; \
 	done
 
-# A branch switch or a hard reset reverts only the tracked edits. A file the
-# patch added stays behind. The patch then applies in neither direction: forward
-# fails because the file exists, reverse fails because the edits are gone. This
-# target clears that state.
+# Reset patches and clear untracked files left by reverted patches.
 .PHONY: nuttx-repatch
 nuttx-repatch: nuttx-unpatch nuttx-patch ## Reset the patches to a consistent state
 
@@ -225,10 +187,7 @@ nuttx-repatch: nuttx-unpatch nuttx-patch ## Reset the patches to a consistent st
 cyw43-firmware: ## Generate the CYW43439 firmware blob the wireless build needs
 	uv run python tools/cyw43-firmware.py
 
-# Out-of-tree NuttX application.  nuttx-apps looks for apps/external and its
-# own .gitignore covers that name, so the symlink leaves the submodule clean
-# and the Kconfig generator picks the directory up on its own.
-
+# Symlink out-of-tree application into external/nuttx-apps/external.
 EXTERNAL_APP ?= experiments/pico-face
 
 .PHONY: nuttx-link-app
diff --git a/README.md b/README.md
index 369b307..2c4c3d1 100644
--- a/README.md
+++ b/README.md
@@ -29,9 +29,9 @@ make shell
 ```
 
 > [!IMPORTANT]
-> The first `make shell` builds the RISC-V cross-compiler toolchain from source, which can take some time.
-> When the first build is done, run `make shell-pin`, so a Nix garbage collection does not discard the build results.
-> The Espressif boards also need `make install`, which installs esptool. Note that the Raspberry Pi Pico 2 does not need it.
+> The first `make shell` builds the RISC-V cross-compiler from source.
+> Run `make shell-pin` afterward to protect it from Nix garbage collection.
+> Espressif boards also needs `make install` for esptool.
 
 #### 3. Build and run on the Pico 2
 
@@ -42,19 +42,17 @@ make flash-pico-uf2             # Hold the BOOTSEL button pressed down while plu
 make console TTY=/dev/ttyACM0   # Picocom at 115200 baud; quit with C-a C-x
 ```
 
-Press Enter twice after the console opens to get the `nsh>` prompt.
-The first Enter only echoes, and the session starts on the second one.
+Press Enter twice after opening the console to reach the `nsh>` prompt.
 
 <div align="center">
   <img alt="NuttShell" src="docs/assets/images/pico2w-nsh-1.jpeg" width="100%">
 </div>
 
-The `usbnsh` configuration puts the NuttShell on the USB cable, so no extra hardware is needed.
-The `nsh` configuration puts it on UART0 (at GP0 and GP1 pins), which needs a USB to UART adapter.
+The `usbnsh` configuration provides a console over USB.
+The `nsh` configuration routes to UART0 pins GP0 and GP1 via a USB-to-UART adapter.
 
-Both flash targets need the board in BOOTSEL mode.
-`make flash-pico-uf2` copies the image to the drive that the board exposes, and needs no special permissions.
-`make flash-pico` uses picotool, which needs the udev rules that `make setup-udev` installs once.
+Flashing needs BOOTSEL mode;
+`make flash-pico-uf2` copies the UF2 to the exposed drive, while `make flash-pico` uses picotool (which needs `make setup-udev`).
 
 #### 4. Build and run on the ESP32-P4
 
@@ -66,19 +64,13 @@ make nuttx-flash-esp PORT=/dev/ttyACM0
 make console TTY=/dev/ttyACM0
 ```
 
-The board's USB-C port connects to an onboard WCH CH343 USB to UART bridge on UART0
-(GPIO 37 and GPIO 38), appearing as `/dev/ttyACM0` with USB vendor `1a86`.
-
 > [!NOTE]
-> An ESP32-P4 with a silicon revision below v3.0 halts in the revision check that the stock configuration compiles in.
-> Configure such a chip from the saved configuration instead, with
-> `make nuttx-configure-saved SAVED_CONFIG=configs/nuttx/esp32p4-function-ev-board/nsh-rev1`.
-> It sets `CONFIG_ESP32P4_SELECTS_REV_LESS_V3` and `CONFIG_ESP32P4_REV_MIN_100` and boots to an interactive NuttShell on UART0.
+> The onboard WCH CH343 bridge links UART0 (GPIO 37 and GPIO 38) to `/dev/ttyACM0`.
 
 > [!NOTE]
-> Serial access needs membership in the `dialout` group.
-> Run `sudo usermod -aG dialout $USER`, then log in again.
-> If you are not a member of the group, you will not have permission to access the serial port.
+> ESP32-P4 silicon revisions below v3.0 need configuring via
+> `make nuttx-configure-saved SAVED_CONFIG=configs/nuttx/esp32p4-function-ev-board/nsh-rev1` to bypass the revision check.
+> Serial access needs membership in the `dialout` group (can be added by running `sudo usermod -aG dialout $USER`).
 
 ---
 
diff --git a/experiments/espidf-c6-slave/main/idf_component.yml b/experiments/espidf-c6-slave/main/idf_component.yml
index 3eb8644..dd25596 100644
--- a/experiments/espidf-c6-slave/main/idf_component.yml
+++ b/experiments/espidf-c6-slave/main/idf_component.yml
@@ -1,6 +1,3 @@
 dependencies:
-  # The coprocessor half of ESP-Hosted. Built for the esp32c6 target, this is
-  # the firmware the C6 on the ESP32-P4 function EV board should be running.
-  # Host and coprocessor come from the same version on purpose, since a
-  # mismatch is the leading suspect for the link not working.
+  # Coprocessor firmware for onboard ESP32-C6; version matched with host.
   espressif/esp_hosted: "^3.0.6"
diff --git a/experiments/espidf-c6-slave/sdkconfig.defaults b/experiments/espidf-c6-slave/sdkconfig.defaults
index 692f63e..9316ec0 100644
--- a/experiments/espidf-c6-slave/sdkconfig.defaults
+++ b/experiments/espidf-c6-slave/sdkconfig.defaults
@@ -1,11 +1,8 @@
-# The coprocessor role, not the host role. The component defaults to host.
+# Coprocessor role for ESP-Hosted.
 CONFIG_ESP_HOSTED_CP=y
 
-# SDIO is the only wire between the P4 and the C6 on this board. The component
-# already defaults to SDIO on a chip with an SDIO slave, which the C6 has, but
-# pinning it means a future default change cannot silently produce firmware that
-# speaks the wrong bus.
+# SDIO transport between ESP32-P4 and ESP32-C6.
 CONFIG_EH_TRANSPORT_CP_SDIO=y
 
-# The C6's own console, reachable on the PROG_C6 header with a UART adapter.
+# Console on UART for PROG_C6 header adapter.
 CONFIG_ESP_CONSOLE_UART_DEFAULT=y
diff --git a/experiments/espidf-hello/sdkconfig.defaults b/experiments/espidf-hello/sdkconfig.defaults
index 3f0bc47..4af8116 100644
--- a/experiments/espidf-hello/sdkconfig.defaults
+++ b/experiments/espidf-hello/sdkconfig.defaults
@@ -1,20 +1,10 @@
-# This sample is pre-production silicon, revision v1.3, and ESP-IDF defaults
-# to a minimum of v3.1. The bootloader checks the revision and refuses to boot
-# an image built for a newer one. ESP-IDF states that revisions below v3.0 and
-# revisions from v3.0 up have large hardware differences and that support for
-# the two is mutually exclusive, so both options are needed together. NuttX
-# spells these the same way, having taken the names from here.
+# Silicon revision v1.3 compatibility options.
 CONFIG_ESP32P4_SELECTS_REV_LESS_V3=y
 CONFIG_ESP32P4_REV_MIN_100=y
 
-# The board carries a WCH CH343 USB to UART bridge on UART0, reached through
-# its UART connector, which enumerates as 1a86:55d3. The default UART console
-# therefore works over that cable with no extra hardware. The chip's own USB
-# Serial/JTAG controller stays on as the secondary console, which is the
-# ESP-IDF default, so the same output reaches the other connector as well.
+# Primary console on UART0 (onboard CH343 bridge); secondary on USB Serial/JTAG.
 CONFIG_ESP_CONSOLE_UART_DEFAULT=y
 CONFIG_ESP_CONSOLE_SECONDARY_USB_SERIAL_JTAG=y
 
-# PSRAM is left off because this program does not need it, not because it is
-# broken. It works at up to 200 MHz; see experiments/espidf-psram.
+# PSRAM disabled for this basic test (see experiments/espidf-psram).
 CONFIG_SPIRAM=n
diff --git a/experiments/espidf-psram/sdkconfig.defaults b/experiments/espidf-psram/sdkconfig.defaults
index 5256a75..9ebed3f 100644
--- a/experiments/espidf-psram/sdkconfig.defaults
+++ b/experiments/espidf-psram/sdkconfig.defaults
@@ -1,14 +1,12 @@
-# See experiments/espidf-hello for why these two are needed.
+# Silicon revision v1.3 compatibility options.
 CONFIG_ESP32P4_SELECTS_REV_LESS_V3=y
 CONFIG_ESP32P4_REV_MIN_100=y
 
-# The console goes to UART0, which the onboard CH343 bridge reaches, so a
-# panic from the PSRAM controller is visible.
+# Primary console on UART0 (onboard CH343 bridge).
 CONFIG_ESP_CONSOLE_UART_DEFAULT=y
 CONFIG_ESP_CONSOLE_SECONDARY_USB_SERIAL_JTAG=y
 
-# The point of the experiment. The board carries 32 MB in 16-line mode, and
-# the slowest clock is the most forgiving starting point.
+# 32 MB PSRAM in 16-line mode at 200 MHz.
 CONFIG_SPIRAM=y
 CONFIG_SPIRAM_MODE_HEX=y
 CONFIG_SPIRAM_SPEED_200M=y
diff --git a/experiments/espidf-wifi/main/idf_component.yml b/experiments/espidf-wifi/main/idf_component.yml
index a680226..184beb2 100644
--- a/experiments/espidf-wifi/main/idf_component.yml
+++ b/experiments/espidf-wifi/main/idf_component.yml
@@ -1,14 +1,4 @@
 dependencies:
-  # The ESP32-P4 has no radio. esp_wifi_remote supplies the esp_wifi API and
-  # esp_hosted carries it over SDIO to the onboard ESP32-C6.
-  #
-  # These two must be paired. esp_hosted's own Kconfig turns itself off when
-  # CONFIG_ESP_HOST_WIFI_ENABLED is set, and on when esp_wifi_remote selects
-  # the hosted library, so the two mechanisms are mutually exclusive.
-  #
-  # Pinned to match experiments/espidf-c6-slave, which builds the coprocessor
-  # half from the same version. Waveshare pins 1.4.* for ESP-IDF 5.x in its own
-  # working P4 example, and 1.4.7, 2.7.4, and 3.0.6 all fail identically here,
-  # so once we control both halves the newest matched pair is the right choice.
+  # Proxies esp_wifi calls over SDIO to onboard C6; version matched with c6-slave.
   espressif/esp_wifi_remote: "*"
   espressif/esp_hosted: "^3.0.6"
diff --git a/experiments/espidf-wifi/sdkconfig.defaults b/experiments/espidf-wifi/sdkconfig.defaults
index 2e40863..f2ebcb8 100644
--- a/experiments/espidf-wifi/sdkconfig.defaults
+++ b/experiments/espidf-wifi/sdkconfig.defaults
@@ -1,12 +1,10 @@
-# See experiments/espidf-hello for why these two are needed.
+# Silicon revision v1.3 compatibility options.
 CONFIG_ESP32P4_SELECTS_REV_LESS_V3=y
 CONFIG_ESP32P4_REV_MIN_100=y
 
-# The console goes to UART0, reached by the onboard CH343 bridge.
+# Primary console on UART0 (onboard CH343 bridge).
 CONFIG_ESP_CONSOLE_UART_DEFAULT=y
 CONFIG_ESP_CONSOLE_SECONDARY_USB_SERIAL_JTAG=y
 
-# Route the proxied Wi-Fi API through ESP-Hosted rather than the in-tree
-# CONFIG_ESP_HOST_WIFI_ENABLED path, which disables the esp_hosted component
-# and whose controller target is an ESP32 rather than the C6 on this board.
+# Route Wi-Fi API through ESP-Hosted over SDIO to onboard C6.
 CONFIG_ESP_WIFI_REMOTE_LIBRARY_HOSTED=y
diff --git a/experiments/pico-face/Kconfig b/experiments/pico-face/Kconfig
index 4fcdd9f..6cd733a 100644
--- a/experiments/pico-face/Kconfig
+++ b/experiments/pico-face/Kconfig
@@ -1,8 +1,3 @@
-#
-# For a description of the syntax of this configuration file,
-# see the file kconfig-language.txt in the NuttX tools repository.
-#
-
 config PICO_FACE
 	tristate "Face on the LCD"
 	default n
diff --git a/experiments/pico-face/Make.defs b/experiments/pico-face/Make.defs
index 392213c..fbf5020 100644
--- a/experiments/pico-face/Make.defs
+++ b/experiments/pico-face/Make.defs
@@ -1,8 +1,7 @@
 ############################################################################
 # experiments/pico-face/Make.defs
 #
-# Reached through the apps/external symlink, which is why the path below is
-# $(APPDIR)/external rather than the name of this directory.
+# Configured via $(APPDIR)/external symlink.
 #
 ############################################################################
 
diff --git a/experiments/pico-face/Makefile b/experiments/pico-face/Makefile
index 49c7105..20425d5 100644
--- a/experiments/pico-face/Makefile
+++ b/experiments/pico-face/Makefile
@@ -1,9 +1,7 @@
 ############################################################################
 # experiments/pico-face/Makefile
 #
-# Builds the face as a NuttX builtin application.  The host tests and the
-# preview have their own makefiles under test/ and tools/, and neither needs
-# a cross compiler.
+# Builds the face as a NuttX builtin application.
 #
 ############################################################################
 
@@ -14,8 +12,7 @@ PRIORITY  = $(CONFIG_PICO_FACE_PRIORITY)
 STACKSIZE = $(CONFIG_PICO_FACE_STACKSIZE)
 MODULE    = $(CONFIG_PICO_FACE)
 
-# The expression state machine and the renderer carry no board code, so they
-# are the same files the host tests build.
+# Core state machine and renderers shared with host tests.
 
 CSRCS   = src/face.c src/face_render.c src/face_sprite.c \
           src/face_pixel.c src/face_crab.c src/face_penguin.c \
diff --git a/experiments/pico-face/README.md b/experiments/pico-face/README.md
index 0c87a77..faf2317 100644
--- a/experiments/pico-face/README.md
+++ b/experiments/pico-face/README.md
@@ -49,9 +49,8 @@ most of it is testable on the host:
   expressions is interpolation. It knows nothing about NuttX.
 - `src/face_preset.c` holds the table of looks. A preset is a name and a
   render function, and `face_render.c` is simply the first row in it.
-  `face_pixel.c`, `face_crab.c`, and `face_penguin.c` are the faces, drawn
-  from shapes on a coarse grid with the grid drawing and the palettes in
-  `face_sprite.c`. `face_graph.c` draws the state machine itself.
+  `face_pixel.c`, `face_crab.c`, `face_penguin.c`, and `face_bot.c` draw
+  the other faces, while `face_graph.c` draws the state machine itself.
 - `src/face_input.c` turns a button mask into an action. It is a pure function
   of the current and previous masks, with no board code, so the edge detection
   is tested on the host.
@@ -106,8 +105,8 @@ crab           0%       0%       0%       0%       0%       0%
 The vector face in `working` and `waiting` is the exception. Its glow pulses
 the background colour, and a background step is a whole frame. That is the
 designed effect for `waiting`, meant to catch the eye from across the room,
-so it is left alone. The other two presets have a fixed background and only
-ever send the eyes and the mouth.
+so it is left alone. The other presets have a fixed background and only
+send the eyes and mouth.
 
 The overlay shows the measured share on the board as `BUS`, next to `FPS`.
 The scan reads two pixels per word, so the box's sides land on even pixels,
@@ -125,6 +124,22 @@ animation at a different moment, and `PALETTE=<0 to 2>` to see the other colour
 sets. This is where the art is worth judging, since a round here costs nothing
 and a round on the board costs a BOOTSEL press.
 
+Pass `PRESET=crab` to show just the crab. Add `WHEN=0 STEP=80` to show eight
+moments of each state's transition from idle, one state per row. For a blink
+sequence, use `WHEN=2200 STEP=25 PRESET=crab`. Each column advances by `STEP`
+milliseconds, so small movements and abrupt changes can be checked on the host.
+
+The crab keeps its original square eyes, glasses, mouth, and dotted stubble.
+Its pupils and eyelids move at panel-pixel precision, so small pupil movements
+and upward glances are visible. Working and editing alternate the claws with
+eased movement. The shared state transitions ease in and out, and idle blinks
+close faster than they reopen. The first artwork revision was flashed to the
+Pico 2 WH and ran, but its face looked worse on the panel. The original face
+artwork has been restored while keeping the animation changes. The restored
+revision was also flashed to the Pico 2 WH. NuttX returned a prompt, and the
+`face` task ran with the crab preset in `working`. The user confirmed the
+restored revision on the panel.
+
 ### Build and Flash
 
 The application lives here rather than in `external/nuttx-apps`, and NuttX
@@ -175,12 +190,12 @@ without knowing preset details.
 
 | Preset | What it draws |
 | --- | --- |
-| `vector` | The original amber face, drawn from shapes with an open mouth aperture on waiting and done. |
-| `pixel` | A developer bust with over-ear headphones, an editing pencil and coffee mug, a failure sweat drop, and a victory thumbs-up. |
-| `crab` | An angry crab with glasses, typing claws, shell barnacles, a failure steam vent, an editing stylus, and victory sparkles. |
-| `penguin` | A round viking penguin with rosy cheeks, an iron-banded helmet, a working pickaxe, a failure teardrop, and cheering wings. |
-| `bot` | A cybernetic monitor chassis with an antenna status beacon, scanning laser beams, an activity meter, and digital error cross eyes. |
-| `graph` | A state machine diagram with a central telemetry hub, and animated data packets flowing along active transition edges. |
+| `vector` | The original amber face, drawn from geometric shapes. |
+| `pixel` | A pixel portrait bust on a 48 by 48 grid. |
+| `crab` | An angry crab on a 40 by 40 grid with animated claws. |
+| `penguin` | A penguin in a horned helmet and bow tie on a 40 by 40 grid. |
+| `bot` | Glowing robot eyes inside a bezel chassis with an antenna beacon. |
+| `graph` | The state machine diagram with nodes on a ring. |
 
 The five faces take their shape from `struct face_pose`, so blinks and
 pupil drift work in all of them. The graph is not a face. It draws the six
@@ -188,19 +203,12 @@ states as nodes on a ring, joins every pair with a faint edge because the
 hook can move between any two, and shows the current state as a red node
 with its edges lit, pulsing on the pose's glow, while the other five are
 orange. It is the one preset that says which state is showing in words, so
-it doubles as a check on the hook. The crab adds two biases of its own: its brows sit
-lower than the pose asks, so it is grumpy at rest and furious on `failed`,
-and its mouth is never quite shut, so its teeth show at rest and a frown
-opens it into a shout while steam puffs from its shell vents. It alternates its claws
-in a rapid typing rhythm when working, holds an editing stylus when files change, and
-celebrates with victory sparkles when done. The penguin has no brows, so the helmet
-stands in: it slides down over the eyes when the brows lower, lifts when they rise,
-and sports iron bands at the horn roots. Tux has blushing cheeks, wields a chipping
-pickaxe when working, sheds a teardrop when failed, and flings both wings into the air
-to celebrate completion. The bot preset draws pill-shaped glowing eyes inside a dark
-bezel chassis with a top antenna beacon, laser scanning beams on working, an LED
-activity meter on editing, an inquisitive tilt on waiting, bold digital red `X` eyes
-on failure, and happy arches on completion.
+it doubles as a check on the hook. The crab lowers its brows and keeps its
+mouth slightly open at rest, and animates its claws during `working`.
+The penguin helmet moves with the brow pose, sliding down over the eyes
+when the brows lower and lifting when they rise. The bot preset draws
+pill-shaped eyes inside a bezel chassis, tilting on brows, curving into an
+arch on `done`, and displaying cross eyes on `failed`.
 
 ### Panel Controls
 
diff --git a/experiments/pico-face/src/face.c b/experiments/pico-face/src/face.c
index 7929001..7e896e4 100644
--- a/experiments/pico-face/src/face.c
+++ b/experiments/pico-face/src/face.c
@@ -25,7 +25,8 @@
 /* Idle blinks on this period, and each blink lasts this long. */
 
 #define BLINK_PERIOD_MS 3200
-#define BLINK_MS        150
+#define BLINK_MS        180
+#define BLINK_CLOSE_MS   50
 
 /* Shifts the blink phase so the face does not blink the instant it starts. */
 
@@ -140,19 +141,19 @@ static int32_t wave(uint32_t now_ms, uint32_t period_ms, int32_t amplitude)
 static int32_t blink(uint32_t now_ms, int32_t open)
 {
   uint32_t p = (now_ms + BLINK_OFFSET_MS) % BLINK_PERIOD_MS;
-  int32_t half = BLINK_MS / 2;
 
   if (p >= BLINK_MS)
     {
       return open;
     }
 
-  if ((int32_t)p < half)
+  if (p < BLINK_CLOSE_MS)
     {
-      return open - (open * (int32_t)p) / half;
+      return open - (open * (int32_t)p) / BLINK_CLOSE_MS;
     }
 
-  return (open * ((int32_t)p - half)) / half;
+  return (open * (int32_t)(p - BLINK_CLOSE_MS))
+         / (BLINK_MS - BLINK_CLOSE_MS);
 }
 
 /* The pose a state wants at a given time, before any blending.  This is the
@@ -292,6 +293,11 @@ void face_tick(struct face *f, uint32_t now_ms)
   frac    = elapsed >= FACE_BLEND_MS ? FACE_UNIT
             : (int32_t)((elapsed * FACE_UNIT) / FACE_BLEND_MS);
 
+  /* Smoothstep keeps the start and end of a transition gentle. */
+
+  frac = (frac * frac / FACE_UNIT) * (3 * FACE_UNIT - 2 * frac)
+         / FACE_UNIT;
+
   target_pose(f->state, now_ms, &to);
 
   f->pose.eye_open_l  = mix(f->blend_from.eye_open_l, to.eye_open_l, frac);
diff --git a/experiments/pico-face/src/face_bot.c b/experiments/pico-face/src/face_bot.c
index 6a695de..3b95151 100644
--- a/experiments/pico-face/src/face_bot.c
+++ b/experiments/pico-face/src/face_bot.c
@@ -181,8 +181,6 @@ static int round_rect_half(int half_w, int half_h, int r, int dy)
   return half_w - (r - (int)isqrt32((uint32_t)(r * r - over * over)));
 }
 
-/* Draws an error X eye for the failed state */
-
 static void draw_bot_x_eye(const struct face_surface *s, int cx, int cy,
                            int w, int h, const struct bot_colors *col)
 {
@@ -207,8 +205,6 @@ static void draw_bot_x_eye(const struct face_surface *s, int cx, int cy,
     }
 }
 
-/* Draws a happy curved chevron eye for the done state */
-
 static void draw_bot_arch_eye(const struct face_surface *s, int cx, int cy,
                              int w, int h, const struct bot_colors *col)
 {
@@ -235,8 +231,6 @@ static void draw_bot_arch_eye(const struct face_surface *s, int cx, int cy,
     }
 }
 
-/* Draws one robot eye capsule with optional top brow tilt and bottom smile cut */
-
 static void draw_bot_eye(const struct face_surface *s, int cx, int cy,
                          int w, int h, int tilt, int smile,
                          const struct bot_colors *col, enum face_state state,
@@ -381,8 +375,6 @@ void face_render_bot(const struct face_surface *s,
       uint16_t beacon_col;
       int y;
 
-      /* Outer rounded bezel */
-
       span(s, 6, 8, s->width - 9, col->frame);
       span(s, s->height - 7, 8, s->width - 9, col->frame);
       for (y = 8; y < s->height - 8; y++)
@@ -391,22 +383,16 @@ void face_render_bot(const struct face_surface *s,
           span(s, y, s->width - 7, s->width - 7, col->frame);
         }
 
-      /* Corner accent rivets */
-
       span(s, 8, 8, 9, col->frame_hi);
       span(s, 8, s->width - 10, s->width - 9, col->frame_hi);
       span(s, s->height - 9, 8, 9, col->frame_hi);
       span(s, s->height - 9, s->width - 10, s->width - 9, col->frame_hi);
 
-      /* Antenna stem */
-
       for (y = 10; y <= 18; y++)
         {
           span(s, y, mid_x - 1, mid_x + 1, col->frame_hi);
         }
 
-      /* Antenna beacon light */
-
       if (state == FACE_FAILED)
         {
           beacon_col = ((now_ms / 150) & 1) ? col->alert : col->glow;
@@ -439,8 +425,6 @@ void face_render_bot(const struct face_surface *s,
       span(s, 9, mid_x - 2, mid_x + 2, beacon_col);
       span(s, 8, mid_x - 1, mid_x + 1, col->core);
 
-      /* Segmented activity meter below eyes on editing or working */
-
       if (state == FACE_EDITING || state == FACE_WORKING)
         {
           int my = s->height - 24;
diff --git a/experiments/pico-face/src/face_crab.c b/experiments/pico-face/src/face_crab.c
index a5fa7a2..b6ec574 100644
--- a/experiments/pico-face/src/face_crab.c
+++ b/experiments/pico-face/src/face_crab.c
@@ -1,11 +1,12 @@
 /****************************************************************************
  * experiments/pico-face/src/face_crab.c
  *
- * Crab preset: shapes on a 40 by 40 grid.
+ * Crab preset: a grid body with finer facial details.
  *
  ****************************************************************************/
 
 #include <stddef.h>
+#include <stdlib.h>
 
 #include "face_preset.h"
 #include "face_sprite.h"
@@ -162,6 +163,33 @@ static void leg(const struct face_surface *s, int scale, int x0, int y0,
   limb(s, scale, x0, y0, x1, y1, thick, C_SHELL);
 }
 
+/* Panel coordinates let small gaze changes survive the body grid. */
+
+static void detail(const struct face_surface *s, int x, int y,
+                   int w, int h, uint16_t colour)
+{
+  int grid = s->width > s->height ? s->width : s->height;
+
+  face_grid_rect(s, grid, 1, x, y, w, h, colour);
+}
+
+static void stroke(const struct face_surface *s, int x0, int y0,
+                   int x1, int y1, int thick, uint16_t colour)
+{
+  int dx = x1 - x0;
+  int dy = y1 - y0;
+  int steps = abs(dx) > abs(dy) ? abs(dx) : abs(dy);
+  int i;
+
+  for (i = 0; i <= steps; i++)
+    {
+      int x = x0 + (steps ? dx * i / steps : 0);
+      int y = y0 + (steps ? dy * i / steps : 0);
+
+      detail(s, x - thick / 2, y - thick / 2, thick, thick, colour);
+    }
+}
+
 /* One claw with its arm, mirrored for the right side.  lift raises it,
  * which is what the crab does when it is angrier than usual.
  */
@@ -169,46 +197,62 @@ static void leg(const struct face_surface *s, int scale, int x0, int y0,
 static void claw(const struct face_surface *s, int scale, int mirror,
                  int lift)
 {
-  int cx = mirror ? GRID - 1 - 7 : 7;
-  int cy = 8 - lift;
-  int shoulder = mirror ? GRID - 1 - 10 : 10;
+  int cx = (mirror ? 32 : 7) * scale;
+  int cy = (mirror ? 10 : 11) * scale - lift;
+  int shoulder = (mirror ? 29 : 10) * scale;
+  int thick = scale / 2 + 1;
   int i;
 
   /* The arm, from the shoulder of the shell up to the claw. */
 
-  leg(s, scale, shoulder, 17, cx, cy + 5, 2);
+  stroke(s, shoulder, 17 * scale, cx, cy + 5 * scale,
+         3 * scale, C_LINE);
+  stroke(s, shoulder, 17 * scale, cx, cy + 5 * scale,
+         2 * scale, C_SHELL);
 
-  /* A mitten shaped claw: tall oval with a white zigzag for the gap between
-   * the pincers, and a highlight on the outer side.
-   */
+  face_grid_ellipse(s, GRID * scale, 1, cx, cy,
+                    4 * scale, 6 * scale, C_LINE);
+  face_grid_ellipse(s, GRID * scale, 1, cx, cy,
+                    4 * scale - thick, 6 * scale - thick, C_SHELL);
 
-  ellipse(s, scale, cx, cy, 6, 7, C_LINE);
-  ellipse(s, scale, cx, cy, 5, 6, C_SHELL);
-  ellipse(s, scale, mirror ? cx + 2 : cx - 2, cy - 2, 2, 3, C_LIGHT);
+  /* The left claw has a seam; the right has an open, toothed gap. */
 
-  for (i = -5; i <= 3; i++)
+  for (i = -5 * scale; i <= 3 * scale; i++)
     {
-      int zig = (i & 1) ? (mirror ? 1 : -1) : 0;
+      int phase = (i + 5 * scale) % (2 * scale);
+      int zig = phase < scale ? phase : 2 * scale - phase;
+      int gap = mirror ? (3 * scale - i) / 3 : thick;
 
-      rect(s, scale, cx + zig, cy + i, 1, 1, C_WHITE);
+      detail(s, cx - zig, cy + i, gap + thick, 1, C_INK);
+      if (mirror && gap > thick)
+        {
+          detail(s, cx - zig + thick / 2, cy + i,
+                 gap, 1, C_BG);
+        }
     }
 }
 
 static void eye(const struct face_surface *s, int scale, int x, int open,
                 int px, int py)
 {
-  int lid = (4 * (FACE_UNIT - clampi(open, 0, FACE_UNIT))) / FACE_UNIT;
+  int lid = (4 * scale * (FACE_UNIT - clampi(open, 0, FACE_UNIT)))
+            / FACE_UNIT;
+
+  px = clampi(px * scale / FACE_UNIT, -scale, scale);
+  py = clampi(py * scale / FACE_UNIT, -scale, scale);
 
-  /* Red rim, white, and a pupil that follows the gaze. */
+  /* Keep the square eyes, but move pupils and lids in panel pixels. */
 
   rect(s, scale, x, 18, 7, 4, C_RIM);
   rect(s, scale, x + 1, 18, 5, 4, C_WHITE);
-  rect(s, scale, x + 2 + px, 19 + py, 2, 2, C_INK);
+  detail(s, (x + 2) * scale + px, 19 * scale + py,
+         2 * scale, 2 * scale, C_INK);
 
   if (lid > 0)
     {
-      rect(s, scale, x, 18, 7, lid, C_SHELL);
-      rect(s, scale, x, 17 + lid, 7, 1, C_INK);
+      detail(s, x * scale, 18 * scale, 7 * scale, lid, C_SHELL);
+      detail(s, x * scale, 18 * scale + (lid > scale ? lid - scale : 0),
+             7 * scale, scale, C_INK);
     }
 }
 
@@ -225,7 +269,7 @@ void face_render_crab(const struct face_surface *s,
 {
   int scale = s->width / GRID;
   int brow = clampi(pose->brow - ANGER_BIAS, -FACE_UNIT, FACE_UNIT);
-  int lift = clampi(-brow * 2 / FACE_UNIT, 0, 2);
+  int lift;
   int pal_idx = palette % FACE_NPALETTES;
   int typing_l = 0;
   int typing_r = 0;
@@ -243,21 +287,36 @@ void face_render_crab(const struct face_surface *s,
 
   g_crab_colors = &g_crab_palettes[pal_idx];
 
-  if (state == FACE_WORKING)
+  if (scale < 1)
     {
-      int step = (now_ms / 140) & 1;
-      typing_l = step ? 2 : 0;
-      typing_r = step ? 0 : 2;
+      scale = 1;
     }
-  else if (state == FACE_FAILED)
+
+  lift = clampi(-brow * 2 * scale / FACE_UNIT, 0, 2 * scale);
+
+  if (state == FACE_WORKING || state == FACE_EDITING)
     {
-      typing_l = 2;
-      typing_r = 2;
+      int period = state == FACE_WORKING ? 560 : 800;
+      int phase = (int)(now_ms % period) * FACE_UNIT / period;
+      int ramp = phase < FACE_UNIT / 2 ? phase * 2
+                 : (FACE_UNIT - phase) * 2;
+      int eased = ramp * ramp / FACE_UNIT
+                  * (3 * FACE_UNIT - 2 * ramp) / FACE_UNIT;
+      int activity = state == FACE_WORKING
+                     ? (FACE_UNIT - pose->eye_open_l) * FACE_UNIT / 380
+                     : pose->pupil_y * FACE_UNIT / 820;
+
+      activity = clampi(activity, 0, FACE_UNIT);
+
+      typing_l = eased * 2 * scale / FACE_UNIT * activity / FACE_UNIT;
+      typing_r = (FACE_UNIT - eased) * 2 * scale / FACE_UNIT
+                 * activity / FACE_UNIT;
     }
-
-  if (scale < 1)
+  else if (state == FACE_FAILED)
     {
-      scale = 1;
+      typing_l = clampi((FACE_UNIT - pose->eye_open_l)
+                        * 2 * scale / 720, 0, 2 * scale);
+      typing_r = typing_l;
     }
 
   face_sprite_clear(s, C_BG);
@@ -307,8 +366,6 @@ void face_render_crab(const struct face_surface *s,
   rect(s, scale, 24, 31, 1, 1, C_SHADE);
   rect(s, scale, 26, 30, 1, 1, C_SHADE);
 
-  /* Weathered barnacle markings on upper carapace */
-
   rect(s, scale, 27, 13, 2, 1, C_LIGHT);
   rect(s, scale, 28, 14, 1, 1, C_SHADE);
 
@@ -324,13 +381,9 @@ void face_render_crab(const struct face_surface *s,
   rect(s, scale, 7, 19, 3, 1, C_INK);
   rect(s, scale, 30, 19, 3, 1, C_INK);
 
-  /* Glint on glasses corner */
-
   rect(s, scale, 11, 18, 1, 1, C_WHITE);
   rect(s, scale, 22, 18, 1, 1, C_WHITE);
 
-  /* Steam puffs from shell vents on failure */
-
   if (state == FACE_FAILED)
     {
       int puff = (int)((now_ms / 150) % 3);
@@ -341,16 +394,12 @@ void face_render_crab(const struct face_surface *s,
       rect(s, scale, 35, 16, 1, 1, C_LIGHT);
     }
 
-  /* Editing stylus in right claw */
-
   if (state == FACE_EDITING)
     {
       rect(s, scale, 33, 3, 1, 4, C_TEETH);
       rect(s, scale, 33, 1, 1, 2, C_WHITE);
     }
 
-  /* Victory sparkles and rosy cheeks on done */
-
   if (state == FACE_DONE)
     {
       rect(s, scale, 7, 1, 1, 3, C_WHITE);
@@ -362,8 +411,8 @@ void face_render_crab(const struct face_surface *s,
       rect(s, scale, 30, 23, 2, 1, C_LIGHT);
     }
 
-  px = clampi(pose->pupil_x / (FACE_UNIT / 2 + 1), -1, 1);
-  py = clampi(pose->pupil_y / (FACE_UNIT / 2 + 1), 0, 1);
+  px = pose->pupil_x;
+  py = pose->pupil_y;
 
   eye(s, scale, 11, pose->eye_open_l, px, py);
   eye(s, scale, 22, pose->eye_open_r, px, py);
diff --git a/experiments/pico-face/src/face_graph.c b/experiments/pico-face/src/face_graph.c
index 7fca6e3..416ec69 100644
--- a/experiments/pico-face/src/face_graph.c
+++ b/experiments/pico-face/src/face_graph.c
@@ -147,15 +147,11 @@ void face_render_graph(const struct face_surface *s,
 
   face_sprite_clear(s, C_BG);
 
-  /* Central telemetry reticle */
-
   {
     int cx = s->width / 2;
     int cy = s->height / 2;
     int r_hub = (side * 10) / 100;
 
-    /* Faint inner telemetry ring */
-
     for (i = 0; i < 360; i += 15)
       {
         int rx = cx + (r_hub * g_ring[i % FACE_NSTATES][0]) / 1000;
@@ -163,8 +159,6 @@ void face_render_graph(const struct face_surface *s,
         put(s, rx, ry, C_EDGE);
       }
 
-    /* Crosshair ticks */
-
     line(s, cx - r_hub - 4, cy, cx - r_hub + 2, cy, C_EDGE);
     line(s, cx + r_hub - 2, cy, cx + r_hub + 4, cy, C_EDGE);
     line(s, cx, cy - r_hub - 4, cx, cy - r_hub + 2, C_EDGE);
@@ -189,8 +183,6 @@ void face_render_graph(const struct face_surface *s,
         }
     }
 
-  /* Animated telemetry data packets flowing along active edges */
-
   for (j = 0; j < FACE_NSTATES; j++)
     {
       if (j != (int)state)
@@ -201,8 +193,6 @@ void face_render_graph(const struct face_surface *s,
           face_graph_node((int)state, s->width, s->height, &x0, &y0);
           face_graph_node(j, s->width, s->height, &x1, &y1);
 
-          /* Flow from connected nodes toward active node */
-
           t = 20 + (int)((now_ms / 12 + (uint32_t)j * 18) % 60);
           px = x1 + ((x0 - x1) * t) / 100;
           py = y1 + ((y0 - y1) * t) / 100;
diff --git a/experiments/pico-face/src/face_main.c b/experiments/pico-face/src/face_main.c
index b8c6f08..40fa374 100644
--- a/experiments/pico-face/src/face_main.c
+++ b/experiments/pico-face/src/face_main.c
@@ -370,8 +370,6 @@ static void dim_surface(const struct face_surface *s, int percent)
     }
 }
 
-/* Applies one button action to the settings. */
-
 static void apply(struct ui *ui, enum face_action action)
 {
   switch (action)
diff --git a/experiments/pico-face/src/face_penguin.c b/experiments/pico-face/src/face_penguin.c
index 804156c..8856d38 100644
--- a/experiments/pico-face/src/face_penguin.c
+++ b/experiments/pico-face/src/face_penguin.c
@@ -314,13 +314,9 @@ void face_render_penguin(const struct face_surface *s,
   eye(s, scale, 14 + ox, 17, pose->eye_open_l, px, py);
   eye(s, scale, 25 + ox, 17, pose->eye_open_r, px, py);
 
-  /* Rosy cheeks */
-
   rect(s, scale, 11 + ox, 23, 2, 1, C_BEAK);
   rect(s, scale, 28 + ox, 23, 2, 1, C_BEAK);
 
-  /* Failure teardrop */
-
   if (state == FACE_FAILED)
     {
       rect(s, scale, 13 + ox, 22, 1, 3, C_STEEL);
@@ -370,8 +366,6 @@ void face_render_penguin(const struct face_surface *s,
   horn(s, scale, 8 + ox, 11 + helmet, 9, -1);
   horn(s, scale, 32 + ox, 11 + helmet, 9, 1);
 
-  /* Steel reinforcement bands at horn roots */
-
   rect(s, scale, 7 + ox, 11 + helmet, 3, 1, C_STEEL_D);
   rect(s, scale, 31 + ox, 11 + helmet, 3, 1, C_STEEL_D);
 
@@ -388,8 +382,6 @@ void face_render_penguin(const struct face_surface *s,
   rect(s, scale, 16 + ox, 29, 1, 1, C_GREY_DK);
   rect(s, scale, 23 + ox, 29, 1, 1, C_GREY_DK);
 
-  /* Cheering wings raised high on done */
-
   if (state == FACE_DONE)
     {
       ellipse(s, scale, 6 + ox, 24, 4, 7, C_LINE);
@@ -397,8 +389,6 @@ void face_render_penguin(const struct face_surface *s,
       ellipse(s, scale, 34 + ox, 24, 4, 7, C_LINE);
       ellipse(s, scale, 34 + ox, 24, 3, 6, C_WING);
 
-      /* Victory sparkle */
-
       rect(s, scale, 5 + ox, 14, 1, 3, C_WHITE);
       rect(s, scale, 4 + ox, 15, 3, 1, C_WHITE);
       rect(s, scale, 35 + ox, 14, 1, 3, C_WHITE);
@@ -406,8 +396,6 @@ void face_render_penguin(const struct face_surface *s,
     }
   else if (state == FACE_WORKING)
     {
-      /* Working pickaxe in right wing */
-
       int chip = (now_ms / 140) & 1;
       int ax_y = 26 + (chip ? 2 : 0);
 
diff --git a/experiments/pico-face/src/face_pixel.c b/experiments/pico-face/src/face_pixel.c
index 7179e0a..9813cc8 100644
--- a/experiments/pico-face/src/face_pixel.c
+++ b/experiments/pico-face/src/face_pixel.c
@@ -171,28 +171,20 @@ void face_render_pixel(const struct face_surface *s,
   px_eye(s, scale, pal, eye_cx[0], 25, pose->eye_open_l, px, py);
   px_eye(s, scale, pal, eye_cx[1], 25, pose->eye_open_r, px, py);
 
-  /* Developer headphones */
-
   face_grid_rect(s, GRID, scale, 8, 23, 3, 7, pal->colour[C_CLOTH_DK]);
   face_grid_rect(s, GRID, scale, 37, 23, 3, 7, pal->colour[C_CLOTH_DK]);
   face_grid_rect(s, GRID, scale, 9, 24, 2, 5, pal->colour[C_CLOTH]);
   face_grid_rect(s, GRID, scale, 37, 24, 2, 5, pal->colour[C_CLOTH]);
 
-  /* Headphone band across hair */
-
   face_grid_rect(s, GRID, scale, 12, 6, 24, 2, pal->colour[C_CLOTH_DK]);
   face_grid_rect(s, GRID, scale, 10, 8, 3, 15, pal->colour[C_CLOTH_DK]);
   face_grid_rect(s, GRID, scale, 35, 8, 3, 15, pal->colour[C_CLOTH_DK]);
 
-  /* Editing pencil behind ear and steaming coffee mug */
-
   if (state == FACE_EDITING)
     {
       face_grid_rect(s, GRID, scale, 37, 18, 2, 4, pal->colour[C_HAIR]);
       face_grid_rect(s, GRID, scale, 38, 17, 1, 1, pal->colour[C_OUTLINE]);
 
-      /* Coffee mug on desk with coffee liquid */
-
       face_grid_rect(s, GRID, scale, 39, 41, 6, 6, pal->colour[C_WHITE]);
       face_grid_rect(s, GRID, scale, 40, 41, 4, 1, pal->colour[C_HAIR_DK]);
       face_grid_rect(s, GRID, scale, 45, 42, 2, 3, pal->colour[C_WHITE]);
@@ -200,16 +192,12 @@ void face_render_pixel(const struct face_surface *s,
       face_grid_rect(s, GRID, scale, 43, 37, 1, 2, pal->colour[C_WHITE]);
     }
 
-  /* Failure sweat drop on temple */
-
   if (state == FACE_FAILED)
     {
       face_grid_rect(s, GRID, scale, 34, 15, 2, 3, pal->colour[C_WHITE]);
       face_grid_rect(s, GRID, scale, 34, 16, 1, 1, pal->colour[C_CLOTH]);
     }
 
-  /* Victory thumbs-up hand on done */
-
   if (state == FACE_DONE)
     {
       face_grid_rect(s, GRID, scale, 35, 36, 5, 5, pal->colour[C_OUTLINE]);
diff --git a/experiments/pico-face/test/Makefile b/experiments/pico-face/test/Makefile
index 743ab49..eff5fe0 100644
--- a/experiments/pico-face/test/Makefile
+++ b/experiments/pico-face/test/Makefile
@@ -1,12 +1,10 @@
-# Host tests for the parts of the face that need no board: the expression
-# state machine, the renderers and their art, and the button mapping.  Run make test from this directory.
+# Host tests for board-agnostic state machine, renderers, and input.
 
 CC      ?= cc
 CFLAGS  ?= -O1 -g -std=c11 -Wall -Wextra -Werror -I../src
 LDFLAGS ?=
 
-# Undefined behaviour and out of bounds writes in the drawing code are the
-# failures worth catching here, so the sanitizers are on by default.
+# Sanitizers enabled to catch out-of-bounds writes in rendering.
 
 SANFLAGS ?= -fsanitize=address,undefined -fno-omit-frame-pointer
 
@@ -31,8 +29,7 @@ $(BUILD)/test_render: test_render.c $(SRC)/face.c $(SRC)/face_render.c \
 	$(CC) $(CFLAGS) $(SANFLAGS) -o $@ test_render.c $(SRC)/face.c \
 	  $(SRC)/face_render.c $(LDFLAGS)
 
-# The presets and the art, which test_sprite covers as one unit because the
-# preset table is what decides which art is reachable.
+# Art and preset assets tested together.
 
 PRESET_SRCS = $(SRC)/face.c $(SRC)/face_render.c $(SRC)/face_sprite.c \
               $(SRC)/face_pixel.c $(SRC)/face_crab.c $(SRC)/face_penguin.c \
diff --git a/experiments/pico-face/test/test_face.c b/experiments/pico-face/test/test_face.c
index 5436748..3206730 100644
--- a/experiments/pico-face/test/test_face.c
+++ b/experiments/pico-face/test/test_face.c
@@ -150,6 +150,28 @@ static void test_idle_blinks(void)
   check(open > shut * 4, "idle spends far more time open than shut");
 }
 
+static void test_animation_timing(void)
+{
+  struct face f;
+  int closing;
+
+  face_init(&f, 0);
+  face_set_state(&f, FACE_WAITING, 0);
+  face_tick(&f, FACE_BLEND_MS / 4);
+  check(f.pose.brow > 0 && f.pose.brow < 120,
+        "a transition starts gently");
+  face_tick(&f, FACE_BLEND_MS * 3 / 4);
+  check(f.pose.brow > 480 && f.pose.brow < 600,
+        "a transition settles gently");
+
+  face_init(&f, 0);
+  face_tick(&f, 2225);
+  closing = f.pose.eye_open_l;
+  face_tick(&f, 2300);
+  check(f.pose.eye_open_l > 0 && f.pose.eye_open_l < closing,
+        "a blink reopens more slowly than it closes");
+}
+
 /* Working sweeps the pupils.  The test asks only that they move both ways,
  * not for any particular path.
  */
@@ -294,6 +316,7 @@ int main(void)
   test_init_is_idle_and_awake();
   test_state_change_blends();
   test_idle_blinks();
+  test_animation_timing();
   test_working_sweeps_pupils();
   test_waiting_pulses();
   test_states_look_different();
diff --git a/experiments/pico-face/test/test_sprite.c b/experiments/pico-face/test/test_sprite.c
index e7ece9e..749b608 100644
--- a/experiments/pico-face/test/test_sprite.c
+++ b/experiments/pico-face/test/test_sprite.c
@@ -287,11 +287,11 @@ static void test_crab_smile_points_the_right_way(void)
 
   face_render_crab(&surf, &p, FACE_IDLE, 0, 0, &dirty);
 
-  /* The ink colour is read back from a glasses frame cell, so the test does
+  /* The ink colour is read back from the glasses bridge, so the test does
    * not have to know the crab's palette.
    */
 
-  line = g_pixels[(size_t)CRAB(17) * PANEL + (size_t)CRAB(10)];
+  line = g_pixels[114 * PANEL + 120];
 
   mid = first_row_of(&surf, CRAB(20), CRAB(24), CRAB(33), line);
   end = first_row_of(&surf, CRAB(15), CRAB(24), CRAB(33), line);
@@ -317,7 +317,7 @@ static void test_crab_is_angrier_than_the_pose(void)
   p.eye_open_r = FACE_UNIT;
 
   face_render_crab(&surf, &p, FACE_IDLE, 0, 0, &dirty);
-  line = g_pixels[(size_t)CRAB(17) * PANEL + (size_t)CRAB(10)];
+  line = g_pixels[114 * PANEL + 120];
 
   /* Left brow, cells 10 to 17, above the frame's top edge at cell 17. */
 
@@ -327,6 +327,52 @@ static void test_crab_is_angrier_than_the_pose(void)
   check(inner > outer, "a resting crab lowers its inner brow ends");
 }
 
+static void test_crab_small_gaze_moves(void)
+{
+  struct face_surface surf = panel();
+  static uint16_t centred[PANEL * PANEL];
+  struct face_dirty dirty;
+  struct face_pose p;
+  static const int16_t offsets[][2] = {{200, 0}, {0, -200}};
+  size_t i;
+
+  memset(&p, 0, sizeof(p));
+  p.eye_open_l = FACE_UNIT;
+  p.eye_open_r = FACE_UNIT;
+  face_render_crab(&surf, &p, FACE_IDLE, 0, 0, &dirty);
+  memcpy(centred, g_pixels, sizeof(centred));
+
+  for (i = 0; i < sizeof(offsets) / sizeof(offsets[0]); i++)
+    {
+      p.pupil_x = offsets[i][0];
+      p.pupil_y = offsets[i][1];
+      face_render_crab(&surf, &p, FACE_IDLE, 0, 0, &dirty);
+      check(memcmp(centred, g_pixels, sizeof(centred)) != 0,
+            "a small horizontal or upward crab gaze is visible");
+    }
+}
+
+static void test_crab_claws_have_intermediate_frames(void)
+{
+  struct face_surface surf = panel();
+  static uint16_t start[PANEL * PANEL];
+  static uint16_t peak[PANEL * PANEL];
+  struct face_dirty dirty;
+  struct face_pose p;
+
+  memset(&p, 0, sizeof(p));
+  p.eye_open_l = 620;
+  p.eye_open_r = 620;
+  face_render_crab(&surf, &p, FACE_WORKING, 0, 0, &dirty);
+  memcpy(start, g_pixels, sizeof(start));
+  face_render_crab(&surf, &p, FACE_WORKING, 280, 0, &dirty);
+  memcpy(peak, g_pixels, sizeof(peak));
+  face_render_crab(&surf, &p, FACE_WORKING, 140, 0, &dirty);
+  check(memcmp(start, g_pixels, sizeof(start)) != 0 &&
+        memcmp(peak, g_pixels, sizeof(peak)) != 0,
+        "the claw cycle has an intermediate position");
+}
+
 /* The penguin's beak opens with the mouth: an open one shows its dark inside
  * and a shut one shows none.
  */
@@ -464,6 +510,8 @@ int main(void)
   test_pixel_brow_tilts_the_right_way();
   test_crab_smile_points_the_right_way();
   test_crab_is_angrier_than_the_pose();
+  test_crab_small_gaze_moves();
+  test_crab_claws_have_intermediate_frames();
   test_penguin_beak_opens();
   test_penguin_sways();
   test_graph_marks_the_current_state();
diff --git a/experiments/pico-face/tools/Makefile b/experiments/pico-face/tools/Makefile
index d202be5..dce8664 100644
--- a/experiments/pico-face/tools/Makefile
+++ b/experiments/pico-face/tools/Makefile
@@ -9,10 +9,8 @@ SRC   = ../src
 
 .PHONY: preview stats clean
 
-# Renders the contact sheet, then converts it to PNG so any viewer opens it.
-
 preview: $(BUILD)/preview
-	$(BUILD)/preview $(WHEN) $(PALETTE) > $(BUILD)/faces.ppm
+	$(BUILD)/preview $(or $(WHEN),500) $(or $(PALETTE),0) $(PRESET) $(STEP) > $(BUILD)/faces.ppm
 	python3 ppm2png.py $(BUILD)/faces.ppm $(BUILD)/faces.png
 	@echo "wrote $(BUILD)/faces.png"
 
@@ -24,8 +22,6 @@ SRCS = $(SRC)/face.c $(SRC)/face_render.c $(SRC)/face_sprite.c \
 $(BUILD)/preview: preview.c $(SRCS) | $(BUILD)
 	$(CC) $(CFLAGS) -o $@ preview.c $(SRCS)
 
-# Prints the share of the panel sent per frame, per preset and state.
-
 stats: $(BUILD)/stats
 	$(BUILD)/stats
 
diff --git a/experiments/pico-face/tools/preview.c b/experiments/pico-face/tools/preview.c
index 3a510bf..f13a6a5 100644
--- a/experiments/pico-face/tools/preview.c
+++ b/experiments/pico-face/tools/preview.c
@@ -5,8 +5,8 @@
  * the host, so the art can be judged without flashing the board.  One row per
  * preset, one column per expression.  Writes a binary PPM to standard output.
  *
- * Takes an optional time in milliseconds, which decides where the blink and
- * the bob have got to, and an optional palette index.
+ * Takes an optional time, palette, preset name, and time step.  A time step
+ * makes a motion sheet with one row per state and eight moments per row.
  *
  ****************************************************************************/
 
@@ -53,12 +53,14 @@ int main(int argc, char **argv)
 {
   int cols = FACE_NSTATES;
   int rows = face_preset_count();
-  int sheet_w = GAP + cols * (PANEL + GAP);
-  int sheet_h = GAP + rows * (PANEL + GAP);
+  int sheet_w;
+  int sheet_h;
   uint16_t *sheet;
   uint16_t *panel;
   uint32_t when_ms = 500;
   int palette = 0;
+  int selected = -1;
+  uint32_t step_ms = 0;
   int p;
   int s;
   int y;
@@ -74,6 +76,31 @@ int main(int argc, char **argv)
       palette = (int)strtol(argv[2], NULL, 10);
     }
 
+  if (argc > 3)
+    {
+      selected = face_preset_find(argv[3]);
+      if (selected < 0)
+        {
+          fprintf(stderr, "unknown preset: %s\n", argv[3]);
+          return 1;
+        }
+
+      rows = 1;
+    }
+
+  if (argc > 4)
+    {
+      step_ms = (uint32_t)strtoul(argv[4], NULL, 10);
+      if (step_ms > 0)
+        {
+          cols = 8;
+          rows = FACE_NSTATES;
+        }
+    }
+
+  sheet_w = GAP + cols * (PANEL + GAP);
+  sheet_h = GAP + rows * (PANEL + GAP);
+
   sheet = calloc((size_t)sheet_w * (size_t)sheet_h, sizeof(uint16_t));
   panel = calloc((size_t)PANEL * PANEL, sizeof(uint16_t));
 
@@ -89,15 +116,18 @@ int main(int argc, char **argv)
 
   for (p = 0; p < rows; p++)
     {
-      const struct face_preset *preset = face_preset(p);
+      const struct face_preset *preset = face_preset(selected >= 0 ? selected : p);
 
-      fprintf(stderr, "  row %d: %s\n", p, preset->name);
+      fprintf(stderr, "  row %d: %s\n", p,
+              step_ms ? face_state_name((enum face_state)p) : preset->name);
 
       for (s = 0; s < cols; s++)
         {
           struct face_surface surf;
           struct face_dirty dirty;
           struct face f;
+          enum face_state state = (enum face_state)(step_ms ? p : s);
+          uint32_t sample_ms = when_ms + (uint32_t)s * step_ms;
 
           surf.pixels = panel;
           surf.width = PANEL;
@@ -105,10 +135,10 @@ int main(int argc, char **argv)
           surf.stride_px = PANEL;
 
           face_init(&f, 0);
-          face_set_state(&f, (enum face_state)s, 0);
-          face_tick(&f, when_ms);
+          face_set_state(&f, state, 0);
+          face_tick(&f, sample_ms);
 
-          preset->render(&surf, &f.pose, (enum face_state)s, when_ms,
+          preset->render(&surf, &f.pose, state, sample_ms,
                          palette, &dirty);
 
           blit(sheet, sheet_w, panel, s, p);
diff --git a/experiments/picosdk-hello/CMakeLists.txt b/experiments/picosdk-hello/CMakeLists.txt
index 9999121..e2afb3c 100644
--- a/experiments/picosdk-hello/CMakeLists.txt
+++ b/experiments/picosdk-hello/CMakeLists.txt
@@ -11,8 +11,7 @@ pico_sdk_init()
 
 add_executable(hello main.c)
 
-# The console goes over the USB cable, because the Pico 2 W has no LED on a
-# GPIO pin and no UART adapter is needed this way.
+# Console over USB; Pico 2 W has no onboard GPIO LED.
 pico_enable_stdio_usb(hello 1)
 pico_enable_stdio_uart(hello 0)
 
diff --git a/flake.lock b/flake.lock
index 873cd89..aa7ea70 100644
--- a/flake.lock
+++ b/flake.lock
@@ -1,5 +1,21 @@
 {
   "nodes": {
+    "flake-compat": {
+      "flake": false,
+      "locked": {
+        "lastModified": 1696426674,
+        "narHash": "sha256-kvjfFW7WAETZlt09AgDn1MrtKzP7t90Vf7vypd3OL1U=",
+        "owner": "edolstra",
+        "repo": "flake-compat",
+        "rev": "0f9255e01c2351cc7d116c072cb317785dd33b33",
+        "type": "github"
+      },
+      "original": {
+        "owner": "edolstra",
+        "repo": "flake-compat",
+        "type": "github"
+      }
+    },
     "nixpkgs": {
       "locked": {
         "lastModified": 1786599213,
@@ -18,7 +34,67 @@
     },
     "root": {
       "inputs": {
-        "nixpkgs": "nixpkgs"
+        "nixpkgs": "nixpkgs",
+        "rust-overlay": "rust-overlay",
+        "zig-overlay": "zig-overlay"
+      }
+    },
+    "rust-overlay": {
+      "inputs": {
+        "nixpkgs": [
+          "nixpkgs"
+        ]
+      },
+      "locked": {
+        "lastModified": 1791795448,
+        "narHash": "sha256-12C5ef8a3endLXBvLOVR/jynM9EHGgP1t+y5uBorwx4=",
+        "owner": "oxalica",
+        "repo": "rust-overlay",
+        "rev": "404b7a5537f0adc6e5c558a1b94612e683dec504",
+        "type": "github"
+      },
+      "original": {
+        "owner": "oxalica",
+        "repo": "rust-overlay",
+        "type": "github"
+      }
+    },
+    "systems": {
+      "flake": false,
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    },
+    "zig-overlay": {
+      "inputs": {
+        "flake-compat": "flake-compat",
+        "nixpkgs": [
+          "nixpkgs"
+        ],
+        "systems": "systems"
+      },
+      "locked": {
+        "lastModified": 1791635236,
+        "narHash": "sha256-AnEn78XeUUzBKISAhdyD462id4QP7gkn3kbIi9ZB9Pw=",
+        "owner": "mitchellh",
+        "repo": "zig-overlay",
+        "rev": "f0acd78ef01f2d5e3471cc01b08022ab4e665898",
+        "type": "github"
+      },
+      "original": {
+        "owner": "mitchellh",
+        "repo": "zig-overlay",
+        "type": "github"
       }
     }
   },
diff --git a/flake.nix b/flake.nix
index 31cc49a..3dd55bf 100644
--- a/flake.nix
+++ b/flake.nix
@@ -3,9 +3,17 @@
 
   inputs = {
     nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
+    zig-overlay = {
+      url = "github:mitchellh/zig-overlay";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
+    rust-overlay = {
+      url = "github:oxalica/rust-overlay";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
   };
 
-  outputs = { self, nixpkgs }:
+  outputs = { self, nixpkgs, zig-overlay, rust-overlay }:
     let
       supportedSystems = [ "x86_64-linux" "aarch64-linux" ];
       forAllSystems = nixpkgs.lib.genAttrs supportedSystems;
@@ -13,7 +21,10 @@
     {
       devShells = forAllSystems (system:
         let
-          pkgs = nixpkgs.legacyPackages.${system};
+          pkgs = import nixpkgs {
+            inherit system;
+            overlays = [ (import rust-overlay) ];
+          };
 
           commonTools = with pkgs; [
             gnumake
@@ -68,11 +79,19 @@
             riscv32Pkgs.buildPackages.binutils
           ];
 
-          rustZigTools = with pkgs; [
-            rustup
-            zig
-            probe-rs-tools
-            espflash
+          rustToolchain = pkgs.rust-bin.stable.latest.default.override {
+            targets = [
+              "thumbv8m.main-none-eabihf"
+              "riscv32imac-unknown-none-elf"
+              "riscv32imafc-unknown-none-elf"
+            ];
+          };
+
+          rustZigTools = [
+            rustToolchain
+            zig-overlay.packages.${system}."0.17.0"
+            pkgs.probe-rs-tools
+            pkgs.espflash
           ];
         in
         {
@@ -86,9 +105,7 @@
               export PICO_SDK_PATH="$PWD/external/pico-sdk"
               export PLAYGROUND_ROOT="$PWD"
 
-              # libffi runs autoreconf, and aclocal needs this to find
-              # libtool's macros. Without it the build fails with
-              # "Libtool library used but LIBTOOL is undefined".
+              # Needed for aclocal to locate libtool macros during autoreconf.
               export ACLOCAL_PATH="${pkgs.libtool}/share/aclocal''${ACLOCAL_PATH:+:$ACLOCAL_PATH}"
             '';
           };
diff --git a/pyproject.toml b/pyproject.toml
index 5bcafb8..08ba889 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,13 @@
 [project]
 name = "microcontroller-playground"
 version = "0.1.0"
-description = "The Python environment for the `microcontroller-playground` project"
+description = "The Python environment for the microcontroller playground project"
 
 requires-python = ">=3.10,<4.0"
 dependencies = [
-    "python-dotenv >=1.1.0",
-    "pre-commit >=4.6.2",
-    "esptool >=4.8.0",
+    "python-dotenv>=1.1.0",
+    "pre-commit>=4.6.2",
+    "esptool>=4.8.0",
     "imgtool>=2.4.0",
-    "mcp >=2.1.0",
+    "mcp>=2.1.0",
 ]
diff --git a/tools/cyw43-firmware.py b/tools/cyw43-firmware.py
index d95f3a1..6b76914 100644
--- a/tools/cyw43-firmware.py
+++ b/tools/cyw43-firmware.py
@@ -21,9 +21,7 @@
 )
 DEFAULT_OUTPUT = "build/cyw43439-firmware.bin"
 
-# The blob is a few hundred kilobytes. Anything far below that means the header
-# was not what we expected, and shipping it would repeat the dummy-file failure
-# in a new form.
+# Sanity check: valid firmware blob must be at least ~100 KB.
 MINIMUM_SIZE = 100 * 1024
 
 
diff --git a/tools/face-hook.py b/tools/face-hook.py
index 30ddada..0c7caac 100755
--- a/tools/face-hook.py
+++ b/tools/face-hook.py
@@ -26,9 +26,7 @@
 import subprocess
 import sys
 
-# Deliberately not tempfile.gettempdir(), which follows TMPDIR. The hook and
-# the pusher have to agree on this path, and TMPDIR is not the same in every
-# context a hook runs from.
+# Fixed runtime directory shared across hook and pusher contexts.
 _RUNTIME = os.environ.get("XDG_RUNTIME_DIR") or "/tmp"
 
 SPOOL = os.path.join(_RUNTIME, "claude-face.state")
@@ -138,8 +136,7 @@ def push() -> None:
     try:
         fcntl.flock(handle, fcntl.LOCK_EX | fcntl.LOCK_NB)
     except OSError:
-        # Someone else is talking to the board and will pick up the newest
-        # word from the spool file. Dropping this one costs nothing.
+        # Port busy; lock holder will consume latest spooled state.
         return
 
     try:
@@ -155,9 +152,7 @@ def push() -> None:
         if not os.path.exists(board.PORT):
             return
 
-        # A hook that fired while this copy held the lock gave up and left
-        # its word in the spool file, so keep going until the word read
-        # before a push is still the word there after it.
+        # Loop until latest spooled word has been sent.
         sent = None
         while True:
             with open(SPOOL, encoding="utf-8") as spooled:
@@ -166,8 +161,7 @@ def push() -> None:
             if not word or word == sent:
                 return
 
-            # face() starts the render loop when it is not running, which is
-            # what makes the first event of a session do something visible.
+            # Starts the board render loop if not already running.
             board.face(word)
             sent = word
     finally:
diff --git a/uv.lock b/uv.lock
index 22024e2..8240023 100644
--- a/uv.lock
+++ b/uv.lock
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