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jetson-validate-image — Claude Code skill: how to install and test

Validates NVIDIA Jetson BSP builds statically on disk or directly on the device. Catches kernel, initramfs, and module mismatches.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add NVIDIA/skills --skill jetson-validate-image -a claude-code
Open on GitHub

What jetson-validate-image does

The skill validates an NVIDIA Jetson Board Support Package (BSP) artifact. It operates in two scopes: static checks on host disk and live validation on a booted device under test (DUT). Static checks do not need hardware. Inside Linux_for_Tegra/, it verifies DTB signatures, checks partition layout XML, and performs byte-level comparisons between the kernel Image and rootfs copies. This prevents vermagic mismatches during early boot.

On-target execution communicates over SSH or UART. The host must have ssh with sshpass for network login, or Python 3.6+ with pyserial for serial access. Authentication secrets must come from host environment variables rather than YAML values.

During target testing, the skill compares live module srcversion values against rootfs files and matches /proc/version against /boot/Image. Because Ubuntu 22.04 enforces kernel.dmesg_restrict=1, any non-root dmesg scan fails silently without sudo.

What it helps with

  • verify byte parity between boot and rootfs kernel Image
  • detect vermagic skews in initramfs before target boot
  • compare loaded module srcversion attributes against rootfs files
  • validate partition layout definitions against board XML files

Example prompts for the agent

  • Run static BSP checks on the local build directory
  • Connect to the Jetson target over SSH and verify active modules
  • Execute regression tests on the flashed DUT

How to install jetson-validate-image

1Skills CLI (Vercel)

npx skills add NVIDIA/skills --skill jetson-validate-image -a claude-code

2Manually: put the files in place

~/.claude/skills/jetson-validate-image/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/jetson-validate-image/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about jetson-validate-image

How do I install jetson-validate-image in Claude Code?

Run npx skills add NVIDIA/skills --skill jetson-validate-image -a claude-code.

What does jetson-validate-image do?

It runs static sanity checks on BSP files on disk and executes smoke or regression suites on a booted Jetson device. The process detects kernel drift and module version mismatches.

What host tools are required for target validation?

SSH transport requires ssh and sshpass installed on the host. UART connections require Python 3.6+ along with the pyserial package.

Source text

SKILL.md · Apache-2.0
---
name: jetson-validate-image
description: >-
  Use after jetson-flash-image to run static BSP checks, on-target
  smoke/regression tests on a flashed DUT, or both. Not for build
  or flash steps. Triggers: validate bsp, on-target validation.
version: 0.0.1
license: "Apache-2.0"
metadata:
  data-classification: public
  author: "Jetson Team"
  tags:
    - bsp
    - validation
    - test
    - deploy
  domain: meta
---

# Validate BSP Image

> **Status:** the DUT-access contract is stable; the rest of the
> validation procedure is a skeleton.

## Purpose

Confirm that a freshly customized BSP landed correctly — both as a
static artifact on disk and as a running system on the target —
without re-promoting or re-flashing. Forms the **validation tail of
Deploy** in the Setup → Customize → Build → Deploy pipeline (see
[`../../context/bsp-customization-workflow.md`](../../context/bsp-customization-workflow.md)
for the pipeline view) and is independently re-runnable.

## Prerequisites

- Active target-platform profile with `bsp_image:` resolved (run
  `/jetson-init-image` first).
- For static-only scope: nothing further; the skill reads
  `<bsp_image.root_path>` directly.
- For on-target scope:
  - `/jetson-flash-image` already pushed the staged BSP to the DUT.
  - `dut_access:` block authored in the active profile (or filled
    interactively at runtime — see [`## DUT access`](#dut-access)).
  - Host tooling per transport: `ssh` + `sshpass` for SSH; Python
    3.6+ with `pyserial` for UART.
  - Required env vars resolvable on the host when `auth=password`
    or `sudo.method=password` (`password_env` / `sudo.password_env`
    name the env var; never inline the secret in YAML).

## When to invoke

- After `jetson-flash-image` has put the BSP onto a target.
- The user explicitly asks to validate, test, or run smoke /
  regression checks on a flashed device.
- As a CI gate before declaring a customization batch shippable.

## Instructions

The procedure below is a skeleton.

1. **Read the active target** per the prerequisite contract.
2. **Choose validation scope** — static (against `bsp_image` on
   disk, no DUT needed) and/or on-target (DUT must be booted
   from the just-flashed image).
3. **Static checks** (if in scope):
     - Required artifacts present at expected paths in
       `<bsp_image.root_path>/Linux_for_Tegra/`.
     - DTB / module checksum or signature verification.
     - Partition-layout sanity vs. the per-board `.conf`'s XML.
     - Cross-check overlay-staged outputs against `bsp_image`
       (they should be identical post-promotion).
     - **Initramfs ↔ kernel + rootfs module coherence.** Extract
       `<bsp_image>/Linux_for_Tegra/bootloader/l4t_initrd.img` and
       `<bsp_image>/Linux_for_Tegra/rootfs/boot/initrd`; verify
       three invariants against the *promoted* `bsp_image` state:
       (a) `<bsp_image>/Linux_for_Tegra/kernel/Image` matches
       `<bsp_image>/Linux_for_Tegra/rootfs/boot/Image` byte-for-
       byte — drift here means
       [the "Mirror kernel Image into rootfs" step](../jetson-promote-image/SKILL.md#mirror-kernel-image-into-rootfs-when-kernel-changed)
       was skipped and any subsequent initramfs refresh built
       against the previous kernel.
       (b) for each module path the two initrd images ship, the
       bytes / md5 match the file under
       `<bsp_image>/Linux_for_Tegra/rootfs/lib/modules/<ver>/` —
       any drift means modules will be shadowed at early boot.
       (c) the vermagic stamped on every initramfs `*.ko` matches
       the `UTS_RELEASE` reachable from
       `<bsp_image>/Linux_for_Tegra/kernel/Image` (e.g. parse the
       `Linux version …` string with `strings`) — a vermagic skew
       means the kernel `Image` was refreshed without rerunning
       `l4t_update_initrd.sh`, and modules will fail to load with
       "disagrees about version of symbol …". All three failure
       modes are closed by `/jetson-promote-image`'s gate on
       either `kernel/Image` or `rootfs/lib/modules/` plus the
       kernel-Image mirror; surface drift here and route the user
       back to a clean promote. See
       [`../jetson-promote-image/SKILL.md`](../jetson-promote-image/SKILL.md#refresh-initramfs-when-kernel-or-modules-changed).
4. **On-target checks** (if in scope):
     - **Connect to the DUT** per the [`## DUT access`](#dut-access)
       section below — resolve transport (ssh / uart), credentials,
       and sudo method from the active profile's `dut_access:`
       block (with interactive fallback when fields are missing /
       marked `prompt`), then run the connection probe and refuse
       if it fails.
     - Confirm boot reached userspace.
     - Run the selected test suite (smoke, regression, focused
       per-customization, ad-hoc).
     - **Loaded-module srcversion drift.** For modules a
       customization is known to have rebuilt, compare
       `cat /sys/module/<name>/srcversion` on the DUT against the
       `modinfo /lib/modules/$(uname -r)/.../<name>.ko | awk
       '/srcversion/ {print $2}'` reading. A mismatch means the
       kernel is running an older copy than the rootfs ships —
       almost always a stale initramfs (the bootloader-side initrd
       shipped a pre-customize module, it loaded first, and the
       rootfs copy cannot replace a live module). Recommend
       re-running `/jetson-promote-image` and re-flashing. Note:
       some modules don't emit `srcversion`; fall back to an md5
       check against the binary the kernel loaded by extracting the
       region under `/sys/module/<name>/sections/` or by comparing
       behaviorally (printk / sysfs nodes / DT properties the new
       version is known to expose).
     - **Running kernel vs. rootfs kernel `Image`.** Compare
       `cat /proc/version` (or `uname -v`) on the DUT against the
       `Linux version …` string extracted from
       `/boot/Image` (`strings /boot/Image | grep -m1 'Linux version'`).
       A mismatch — usually the build timestamp / `LOCALVERSION` —
       means the bootloader is running an older kernel `Image` than
       the rootfs holds, almost certainly because a fresh `Image`
       was promoted but the initramfs / `extlinux.conf` / QSPI
       boot partition wasn't refreshed. Modules in the rootfs
       will then have a different vermagic and any subsequent
       `modprobe` of a built-against-the-new-kernel `.ko` will
       fail. Recommend `/jetson-promote-image` and re-flash.
     - **Userspace dmesg readability.** Ubuntu 22.04 sets
       `kernel.dmesg_restrict=1`; non-root `dmesg` reads return
       "Operation not permitted" and silently zero hits. Every
       `dmesg`-based check must run with `sudo` (or temporarily
       lower the restriction via `sudo sysctl
       kernel.dmesg_restrict=0`). Surfacing this in the validate
       layer keeps printk-based customization checks honest.
     - Collect results, logs, artifacts.
5. **Summary**: per-check pass/fail, overall verdict, where
   logs and artifacts landed.

## DUT access

The on-target leg needs a way to reach the just-flashed DUT.
Two transports are supported as full peers: `ssh` (primary) and
`uart` (fallback for DUTs with no network).

The contract is locked in but lives in
[`references/dut-access.md`](references/dut-access.md) to keep this
SKILL.md under the agent-routing budget. That reference covers:

- The `dut_access:` profile schema (ssh, uart, sudo, workdir).
- Resolution order (profile → env var → interactive prompt) with
  the full refusal-trigger table.
- The mandatory connection probe (`uname -r` +
  `cat /etc/nv_tegra_release`) and its output-validation rules.
- File transfer per transport (`scp` vs. base64-over-tty, with
  the >100 KB warning).
- Sudo invocation matrix per `sudo.method` × transport.
- UART implementation contract that `scripts/uart_session.py`
  honors (state machines for login / exec / push / pull, exit
  codes, robustness notes).
- Security notes (password handling, host-key pinning).

## Available Scripts

| Script | Purpose | Arguments |
|---|---|---|
| `scripts/uart_session.py` | UART transport black box for the on-target leg: login, command exec (with optional sudo), and base64-over-tty file transfer. Replaces ssh when the DUT has no network or ssh is broken. | `--tty <dev> [--baud <n>] --user <name> --password-env <ENVVAR> [--sudo-password-env <ENVVAR>] [--shell-prompt <regex>] [--lock-strategy refuse\|wait] <probe\|exec\|push\|pull> [...]` |

Invocation (the skill calls scripts as a subprocess — `run_script()`
in agent-runtime terminology):

```bash
# run_script: probe the DUT over UART
DUT_UART_PASSWORD_ENV=DUT_UART_PWD \
DUT_UART_PWD="$(read -rs -p 'UART login pw: '; echo "$REPLY")" \
  scripts/uart_session.py \
    --tty /dev/ttyACM0 --baud 115200 \
    --user ubuntu --password-env DUT_UART_PASSWORD_ENV \
    probe

# run_script: exec a sudo command and capture exit code
scripts/uart_session.py --tty /dev/ttyACM0 --user ubuntu \
  --password-env DUT_UART_PASSWORD_ENV \
  --sudo-password-env DUT_SUDO_PWD \
  exec --use-sudo 'dmesg | tail -200'
```

The script's exit code is the contract — see the exit-code table in
[`UART implementation contract`](references/dut-access.md#uart-implementation-contract).

## Examples

Static-only validation (no DUT needed):

```
/jetson-validate-image
> static checks only against the staged BSP
```

On-target validation over SSH after a freshly flashed DUT:

```
/jetson-flash-image
   ↓
/jetson-validate-image
> on-target checks via dut_access.ssh
```

On-target validation over UART (no network on the DUT):

```
/jetson-validate-image
> use the uart transport at /dev/ttyACM0; the dut_access.uart block
  in the profile already has the tty and login_password_env wired up
```

## Limitations

- Placeholder skill — only the DUT-access contract and the
  `uart_session.py` helper are locked in. The static-check list,
  test-suite selection, result-sink layout, and pass/fail policy
  are tracked under `## Open items` and may change.
- UART file transfer is byte-banged base64 at ~10 KB/s on 115200
  baud — emits a warning for sources > 100 KB but proceeds. For
  high-volume transfers, switch to the SSH transport.
- `uart_session.py` opens and closes the tty per subcommand
  invocation (~1–2 s login per call). Validation passes running
  > 10 commands amortize poorly on UART; prefer SSH.
- SSH uses `StrictHostKeyChecking=accept-new` with a per-profile
  `known_hosts` file. A fingerprint change refuses — typically
  means the DUT was reflashed (host keys regenerated) or the IP
  was reassigned. Remove the per-profile entry manually rather
  than auto-accepting.
- Passwords are never inlined in the profile YAML — only
  `password_env` (env-var name) is persisted. `auth=prompt` /
  `sudo.method=prompt` exposes the password in the conversation
  log, which is the user's responsibility to manage.
- `transport=uart` with `lock_strategy=steal` is **not implemented**
  (would require sending control characters that could corrupt the
  holder's state).

## Troubleshooting

| Error | Cause | Solution |
|---|---|---|
| `no DUT transport configured` (refuse) | On-target scope requested but `dut_access.transport` unresolved across profile / env / interactive prompt | Author `dut_access:` in the active profile, or rerun with static-only scope. |
| `$PASSWORD_ENV is unset` (refuse) | `auth=password` (or `sudo.method=password`) names an env var that isn't exported on the host | `export <ENVVAR>=...` before invoking the skill; do NOT inline the password in YAML. |
| `tty held by another process` (refuse, exit 3) | `lock_strategy=refuse` and `fuser` reports another holder (minicom, picocom, getty) | Close the holding process (`sudo fuser -k <tty>` only if you know what's there), or rerun with `lock_strategy=wait`. |
| `pyserial import failed` (exit 4) | UART transport selected but `pyserial` not installed in the skill's Python | `apt install python3-serial` or `pip install pyserial`. |
| SSH fingerprint refused | DUT's host keys changed since the per-profile `known_hosts` was pinned (typically a reflash) | Remove the matching line from `<workspace>/target-platform/<profile-stem>.known_hosts` and rerun — the new key will be accepted on first connect. |
| `login failed` (exit 128) | UART probe couldn't match a login or shell prompt within timeout | Confirm the DUT is powered + booted to userspace; check `--shell-prompt` override if the DUT carries an unusual `PS1`; verify the `--user` matches a real account. |
| `DUT not booted from the just-flashed BSP` (warn / refuse) | `/etc/nv_tegra_release` on the DUT doesn't match `bsp_image.version` | Re-run `/jetson-flash-image` and confirm the DUT actually power-cycled into the new BSP, not the previous one. |
| `sudo prompt detected but no sudo password configured` (exit 130) | `--use-sudo` passed to `uart_session.py exec` but `--sudo-password-env` not set, and DUT user lacks NOPASSWD | Set `sudo.method=password` + `sudo.password_env` in the profile, or grant NOPASSWD on the DUT via `/etc/sudoers.d/`. |
| `command timed out` (exit 129) | Long-running DUT command exceeded the script's timeout | Run the command directly via `ssh` transport, or split into shorter steps. |

## References

- [`references/dut-access.md`](references/dut-access.md) — full DUT-access contract: profile schema, resolution order, probe, file transfer, sudo, UART implementation, security.
- [`../../context/target-platform-contract.md`](../../context/target-platform-contract.md) — target-platform contract.
- [`../../context/bsp-customization-workflow.md`](../../context/bsp-customization-workflow.md#workflow-invariants) — Workspace edit protocol (this skill is the Deploy tail).
- [`../jetson-build-source/SKILL.md`](../jetson-build-source/SKILL.md) — Build builder; produces the artifacts this skill validates.

© Jetson Team · Apache-2.0 · NVIDIA/skills

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