Hsb App
Discover and run Holoscan Sensor Bridge example applications on a connected devkit. Filters available apps by the user's platform, HSB software version, board type, and sensors. Supports timed execution, failure analysis, code-edit suggestions, and iterative re-runs.
- Skill ID
- nvidia/skills/hsb-app
- Publisher
- nvidia
- Repository
- skills
- Installs
- 0
- Files
- 6
- License
- Apache-2.0
- Synced
- Sep 23, 2026
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
nvidia/skills/hsb-appInstalls these files- BENCHMARK.md
- SKILL.md
- evals/evals.json
- references/phase-details.md
- skill-card.md
- skill.oms.sig
What this skill tells the agent
HSB Application Runner
Use this skill when the user wants to discover, select, and run Holoscan Sensor Bridge example applications on a devkit with a connected HSB board.
This skill assumes the devkit is already set up (SSH, demo container built, host configured, board connected). If setup is not complete, instruct the user to run /hsb-setup first.
This workflow runs applications inside the demo container. Only run it when the user explicitly invokes it.
Before you start — required gates (do these first, in order)
Gate 1 — Read environment variables. Before doing anything else, check these variables and print their resolved values to the user:
SSH_TARGET Remote devkit login (e.g. nvidia@192.168.1.50). Ask the user if not set.
REMOTE_ROOT Remote working directory (e.g. /home/nvidia). Ask the user if not set.
REMOTE_SUDO sudo / sudo -n / "" — default to "sudo" if not set.
REMOTE_SSH_OPTS Additional SSH options (optional).
HSB_PLATFORM Platform hint (optional).SSH_TARGET and REMOTE_ROOT are required. Stop and ask the user for them if either is missing.
Gate 2 — Present the phase plan and get confirmation. Before taking any action:
If the user's request already includes platform, board type, and sensors, also state upfront:
- You will scan
examples/and filter apps by the user's sensor type and platform - You will NOT add
--headlessautomatically — only if the user explicitly requests it - If the user specified a timeout (e.g., "60-second timeout"), state you will use that as the watchdog timeout
- Applications run inside the demo container via
docker run, usingpython3for Python-based examples
Show the phase plan:
HSB App — Phase Plan
Phase 0: Verify board connectivity and demo container readiness
Phase 1: Discover user setup and select application to run
Phase 2: Run application with monitoring, failure analysis, and iterative debugging
Phase 3: Generate session report (with option to save)Then ask explicitly: Shall I proceed with Phase 0? [Y/n] — do not start Phase 0 until the user confirms.
Gate 3 — Fast path check. After the user confirms in Gate 2, run this check before executing any Phase 0 commands:
ssh -o BatchMode=yes $REMOTE_SSH_OPTS $SSH_TARGET \
"grep _SESSION_VERIFIED /tmp/.claude_hsb_app_session/state.sh 2>/dev/null || echo 'no session'"If the output contains _SESSION_VERIFIED=true, skip Phase 0 and Phase 1 setup discovery — go directly to app selection and inform the user.
What this skill must do
- Verify that the devkit is reachable over SSH, the HSB board is connected and responsive, and the demo container is available. Read the current FPGA version and board identity.
- Interact with the user to understand their specific setup — repo location on the devkit, HSB software version, board type (Lattice, etc.), and connected sensors (e.g., dual IMX274, VB1940). Then scan the repository's user guide and
examples/directory to build a list of applications compatible with the user's setup. Present the list and let the user choose an app to run. - Run the selected application inside the demo container, monitor output, and if the app fails, analyze the log output and guide the user through debugging — including suggesting code or environment edits and re-running the app.
- Produce a summary report of the session — issues encountered, fixes applied, and outcome. Offer to save the report to a file.
Linux/Windows-friendly wrapper variables
Reuse the same environment variables from the hsb-setup and hsb-flash skills:
SSH_TARGETfor the remote login target (e.g.nvidia@agx-thor-host)REMOTE_ROOTfor the remote working directoryREMOTE_SUDOfor privileged commandsREMOTE_SSH_OPTSfor additional SSH optionsHSB_PLATFORMas an optional platform hint
If these are set, notify the user of these settings and use them without re-asking.
Before Phase 0, print the resolved remote execution settings.
Mandatory interaction pattern
First run in a session (no prior verification)
When no valid session state exists, show the full phase plan:
- Phase 0: Verify board connectivity and demo container readiness
- Phase 1: Discover user setup and select application to run
- Phase 2: Run application with monitoring, failure analysis, and iterative debugging
- Phase 3: Generate session report (with option to save)
Then execute one phase at a time.
Subsequent runs in the same session (fast path)
When the session state file (/tmp/.claude_hsb_app_session/state.sh) exists and contains _SESSION_VERIFIED=true, the skill skips Phase 0 and Phase 1 setup discovery because connectivity and hardware were already verified. Instead, inform the user and jump directly to app selection:
Session already verified — skipping connectivity checks.
SSH target: $SSH_TARGET
Board: HSB Lattice | FPGA: XXXX
Platform: AGX Thor | HSB version: X.X.X
Sensors: Dual IMX274
Proceeding directly to application selection.Then execute:
- Phase 1 Steps 2–3 only (scan examples, present app list, user selects app)
- Phase 2: Run application
- Phase 3: Session report
When to re-run Phase 0 from the beginning
Phase 0 must be re-run (ignoring the fast path) when:
- New session: No session state file exists on the remote host, or a new Claude Code session is started.
- Execution failure suggesting connectivity loss: If Phase 2 fails with symptoms indicating the board or devkit is unreachable (ping failure, SSH timeout, container launch failure,
No such deviceerrors), clear_SESSION_VERIFIEDfrom the session state and re-run Phase 0 before retrying. - User explicitly requests it: If the user says "re-verify", "start over", "run from the beginning", or invokes
/hsb-app --full, run Phase 0 from scratch.
See ## Phase gate below for the full confirmation protocol.
If something fails, do not just dump raw logs. Summarize:
- the exact command that failed
- the likely root cause
- what safe action you recommend
- whether the issue is blocking
Phase details
See references/phase-details.md for full step-by-step phase instructions.
Execution rules
SSH heredoc pattern
Use the same persistent SSH session model as hsb-setup and hsb-flash. Each phase runs as a single SSH heredoc block:
ssh -o BatchMode=yes $REMOTE_SSH_OPTS $SSH_TARGET bash -s <<'REMOTE'
set -e
# restore state from previous phase
source /tmp/.claude_hsb_app_session/state.sh 2>/dev/null || true
cd "${_CLAUDE_CWD:-__REMOTE_ROOT__}"
# phase commands
echo "=== Phase N: description ==="
command1
command2
# save state for next phase (preserves _SESSION_VERIFIED if already set)
_PREV_VERIFIED="${_SESSION_VERIFIED:-}"
mkdir -p /tmp/.claude_hsb_app_session
{
echo "export _CLAUDE_CWD=\"$(pwd)\""
echo "export PATH=\"$PATH\""
echo "export REPO_DIR=\"$REPO_DIR\""
echo "export VERSION=\"$VERSION\""
echo "export HSB_PLATFORM=\"$HSB_PLATFORM\""
echo "export BOARD_TYPE=\"$BOARD_TYPE\""
echo "export SENSORS=\"$SENSORS\""
echo "export FPGA_VERSION=\"$FPGA_VERSION\""
echo "export SELECTED_APP=\"$SELECTED_APP\""
echo "export APP_OPTIONS=\"$APP_OPTIONS\""
echo "export APP_TIMEOUT=\"$APP_TIMEOUT\""
[ "$_PREV_VERIFIED" = "true" ] && echo "export _SESSION_VERIFIED=true"
} > /tmp/.claude_hsb_app_session/state.sh
REMOTEReplace __REMOTE_ROOT__ with the literal value of $REMOTE_ROOT when composing the heredoc.
Container usage for applications
Application commands run inside the demo container. Use the detached pattern with a named container.
For apps with --timeout, use the watchdog pattern. For indefinite-run apps, stream logs and wait for the user to request a stop.
Cleanup after app containers
More from nvidia
Use this skill in a project
Open any RiverX project, search the Skills panel for nvidia/skills/hsb-app, and install it in one click.
