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holoscan-app-debug-build-run

Use when a concrete holoscan command in holoscan-applications or a standalone Module fails, hangs, regresses, or returns wrong output.

Skill by Holoscan Team <holoscan-team@nvidia.com>

IndexedApache-2.0★ 3,718
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/nvidia-holoscan-app-debug-build-run

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About

Use when a concrete holoscan command in holoscan-applications or a standalone Module fails, hangs, regresses, or returns wrong output.

Use cases: debugging, ci-cd

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/holoscan-app-debug-build-run

What's inside

Skill name
holoscan-app-debug-build-run
Description
Use when a concrete holoscan command in holoscan-applications or a standalone Module fails, hangs, regresses, or returns wrong output.
License
Apache-2.0
Metadata
author: Holoscan Team <holoscan-team@nvidia.com> · github-url: https://github.com/nvidia-holoscan/holoscan-applications · compatibility: Holoscan CLI 5.x (verified with 5.0.0); Python 3.12–3.14; nvidia-holoscan/holoscan-applications checkout or standalone Holoscan Module
Instructions
168 lines in SKILL.md · view on GitHub

Files (10)

  • BENCHMARK.md
  • SKILL.md
  • evals.json · evals/
  • extended-evals.json · evals/
  • debug-workflow.md · references/
  • holoscan-cli-configuration.md · references/
  • holoscan-cli-contract.md · references/
  • known-issues.md · references/
  • skill-card.md
  • skill.oms.sig

SKILL.md (first lines)

# Debug Holoscan CLI commands

## Purpose

Turn one concrete CLI failure into a minimally fixed, reproducible passing
command with focused regression proof.

## Inputs

Required, from the user's report or the affected checkout:

- the affected user-provided holoscan-applications checkout or standalone
  Module repository;
- one exact failing, hanging, regressed, or semantically wrong `holoscan`
  command;
- expected and observed results, relevant inputs, and the point where progress
  stops;
- the runtime needed to reproduce the command.

Optional: existing logs and a known-good revision or environment for
comparison.

Route non-failing Module work to `holoscan-module-lifecycle` and first-time
SDK installation to `holoscan-setup`. If the matching skill is unavailable,
preserve the handoff context and name the skill to install. Non-failing
application work is outside this skill; follow the checkout's `README.md`,
`CONTRIBUTING.md`, and `docs/ci.md` instead. Do not manufacture a failure.

## Prerequisites

- Always read the [Holoscan CLI contract](references/holoscan-cli-contract.md).
- Read [Holoscan CLI configuration](references/holoscan-cli-configuration.md)
  when the CLI environment, base image, SDK selection, or project settings are
  involved.
- Read the [debug workflow](references/debug-workflow.md) for layer
  classification, observability, hypothesis testing, cleanup, and proof.
- Read only the relevant section of
  [version-sensitive diagnostic priors](references/known-issues.md).
- If a referenced file is unavailable, report the missing reference rather
  than proceeding without its guidance.

The affected checkout's `README.md`, `CONTRIBUTING.md`, and `docs/ci.md`, or a
generated Module's own guidance, plus local help, exact reproduction, schemas,
and source are the live technical authority where they do not conflict with
user, system, or safety constraints.

## Instructions

If the request is planning-only or forbids execution, do not begin the steps
below. Return only the proposed diagnostic order, evidence, approval
boundaries, and proof requirements; do not run commands or change files,
caches, artifacts, privileges, or environments.

1. **Freeze the reproduction.** Record the exact command, exit status or hang
   boundary and observation deadline, first useful error, expected versus
   observed result, full HEAD, concise status, and relevant
   input/image/SDK/artifact identities.
2. **Identify syntax and environment.** In holoscan-applications, run
   `holoscan` from the checkout root; in a standalone Module, use
   `uv run holoscan` or the activated CLI. Read subcommand help; never copy a
   launcher into either repository. Capture `version --json`,
   `env-info --json`, relevant `env-check --json`, and `status --json`, and
   compare the CLI version with the committed pin. Before sharing, apply the
   diagnostic redaction procedure in
   [debug workflow](references/debug-workflow.md#sharing-diagnostics): never
   paste raw environment or credential-bearing output.
3. **Locate the failing phase.** Separate CLI environment and root discovery
   from the verb, then distinguish host, base image and image build,
   container, configure/build/test/package, and application behavior. Use the
   checks in the [layer matrix](references/debug-workflow.md#layer-matrix) to
   place the first useful error in one layer; when two layers remain
   plausible, step 6 tests their boundary.
4. **Preview the identical shape.** Add only locally supported preview and
   verbosity flags. Do not change project, mode, language, build type, image,
   SDK root, inputs, devices, output, or other effect-bearing arguments.
5. **Reproduce once without edits.** Capture the smallest complete causal
   section, separate from shutdown noise. If the command or its options clear
   cached artifacts, including `clear-cache` or `test --clear-cache`, review
   the resolved affected paths and obtain explicit user authorization before
   reproduction; receiving a failing-command report is not approval for cache
   cleanup. A user instruction approving those resolved paths is sufficient;
   if approval is absent or denied, use existing logs and read-only checks,
   and report reproduction blocked. Every `holoscan test` also empties its
   `build-<project>` test directory, so confirm that directory holds nothing to
   preserve before reproducing a test. For a hang, preserve
   all effect-bearing arguments but enforce an external timeout derived from
   the recorded hang boundary; record the deadline, termination signal, exit
   status, and whether child CLI or container processes remain. If it no
   longer reproduces, compare revision, state, inputs, image, SDK, cache,
   display/devices, and environment, then report the mismatch rather than
   inventing a fix.
6. **Test one boundary and hypothesis.** Choose one primary layer, state a
   falsifiable explanation, change one variable, and record the result. Read
   source only after narrowing ownership. Revert diagnostic-only changes.
   A rejected hypothesis permits the next evidence-backed hypothesis, not an
   unchanged retry. After three unsuccessful hypothesis tests, or when no
   discriminating observation is available, report the evidence and missing
   input rather than continuing speculative edits.
7. **Fix minimally.** Change the owning layer without unrelated refactoring,
   broad dependency upgrades, or public-contract changes. Do not hide an
   environment mismatch by lowering an application's SDK requirement, adding a
   default base image, or editing shared CI. Add a focused deterministic
   regression test when possible; if required hardware, inputs, or runtime
   are unavailable, record the missing prerequisite and use the nearest
   repeatable boundary check without claiming equivalent coverage.
8. **Keep cleanup separate.** Never clear caches speculatively. If stale state
   is proved, preview the narrowest `clear-cache` scope, review every resolved
   path, and obtain explicit user approval before clearing those paths.
9. **Prove and restore.** For a mutating command, preview the post-fix
   identical shape before re-running it with the same inputs; the pre-fix
   preview is not proof of the resolved image, mounts, or child commands.
   Require the expected result, run the nearest focused test, inspect relevant
   artifacts, remove diagnostic-only changes, and compare final status with
   the baseline. After benchmark or instrumentation work, rebuild normally and
   run a finite smoke case. In holoscan-applications, rerun
   `python .github/scripts/holoscan_ci.py` after metadata, mode,
   registration, or test changes. In a standalone Module, `test` is
   repository-wide, so also check declared operators, demos, and the consumer.
   Run `git diff --check`.

From NVIDIA/skills, Apache-2.0.

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Stars
3,718
Forks
457
Open issues
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Last commit (this folder)
Oct 20, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Holoscan Team <holoscan-team@nvidia.com>

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holoscan-app-debug-build-run skill. Agent Mart. https://agentmart.dev/skills/nvidia-holoscan-app-debug-build-run (last updated 2026-10-24)