
HoloHub Module Lifecycle
OfficialFreeStreamline the lifecycle of reusable Holoscan modules.
Free · Opens the source repo
What HoloHub Module Lifecycle does
The HoloHub Module Lifecycle skill is designed to facilitate the development and packaging of reusable Holoscan modules. It guides users through the process from defining the API contract to producing clean artifacts ready for installation. This skill is particularly useful for developers working with the HoloHub framework, as it provides a structured approach to module creation, ensuring that all necessary prerequisites and checks are met before proceeding with scaffolding or packaging.
To use this skill effectively, users must provide essential inputs such as the API contract, layout, SDK version, and licensing information. The skill emphasizes the importance of having a clear understanding of the producer and consumer roles within the HoloHub ecosystem. By adhering to the outlined steps, users can scaffold their modules safely, validate their implementation, and create packages in DEB or WHEEL formats. The skill also includes troubleshooting guidance to help users navigate any issues that may arise during the process.
This skill is intended for developers who are creating or maintaining Holoscan modules and need a reliable way to manage the module lifecycle. It is especially beneficial for teams looking to ensure consistency and quality in their module development practices. By following the structured instructions, users can avoid common pitfalls and streamline their workflows, ultimately leading to more efficient module production.
Overall, the HoloHub Module Lifecycle skill is a valuable tool for developers aiming to enhance their productivity and maintain high standards in Holoscan module development.
When to use it
Use this skill when you need to create, test, and package reusable Holoscan modules within the HoloHub framework.
When not to use it
This skill is not suitable for packaging ordinary applications or for users unfamiliar with the HoloHub ecosystem.
What you can build with it
Creating a New Holoscan Module
Use this skill to scaffold a new Holoscan module, ensuring all necessary configurations and checks are in place.
Packaging for Deployment
Leverage this skill to package your Holoscan module into DEB or WHEEL formats, ready for deployment.
Validating Module Functionality
Utilize the skill to run tests and validate the functionality of your Holoscan module before finalizing the package.
How to install HoloHub Module Lifecycle
View source1. Install with the skills CLI
npx skills add nvidia/skills/holohub-module-lifecycle --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by nvidiaHoloHub Holoscan Module lifecycle
Purpose
Take a reusable Holoscan Module from layout and API contract through producer, consumer, and clean artifact-install proof.
Inputs
Require the API contract, checkout, layout, identities, SDK floor, license, maintainer, package formats, and acceptance checks from the request or an authoritative repository source. If consequential release metadata remains unknown, stop before scaffolding or packaging rather than guessing.
- a reusable producer/consumer API contract rather than an ordinary app;
- the user-provided HoloHub checkout;
- external self-contained repository or in-tree descriptor layout;
- language, module/operator/package identities, minimum SDK version, license, maintainer details, and requested package formats;
- finite producer, consumer, and artifact acceptance checks.
Route an ordinary app to holohub-app-lifecycle and a concrete failing or
wrong ./holohub command to holohub-debug-build-run. If the matching skill
is unavailable, preserve the handoff context and name the skill to install
instead of broadening this workflow.
Prerequisites
- Always read the CLI contract.
- Read module development for layout, naming, scaffold, metadata, implementation, build, and test scope.
- Read consumer and packaging when a consuming app, editable install, or binary artifact is in scope.
- Use HoloHub's current create-a-module and use-a-module tutorials as producer and consumer walkthroughs, then recheck version-sensitive commands against the selected checkout and CLI contract.
The selected checkout's AGENTS.md, local help, module guidance, schemas,
templates, tutorials, and nearby examples are the live technical authority
where they do not conflict with user, system, or safety constraints.
Instructions
At any step, a failing effect-bearing wrapper command ends this happy path; follow Troubleshooting with its exact context. Parse read-only diagnostic results and stop only when a failed capability is required by the module, consumer, packaging environment, or requested proof.
- Preserve and orient. Record full HEAD, concise status, local wrapper version/environment, and discovery output. Preserve the checkout revision and unrelated work.
- Choose the layout. Use an external
holoscan-<name>repository for independent release or an in-tree descriptor undermodules/for code maintained with HoloHub. - Fix identities before files. Keep display name,
snake_casemodule/namespace,holoscan-<kebab-case>repository/package, andsnake_case_opoperator slug consistent. - Scaffold external modules safely. Preview template setup, inspect its host dependency installation, and obtain explicit user authorization before the real setup. Only after setup succeeds, preview and run the fully specified non-interactive create command, treating preview as potentially mutating. Require an existing parent, inspect the generated staged Git repository, and never push it without a request.
- Implement the smallest public contract. Validate metadata, expose one useful operator/API, add deterministic tests, and add a finite demo that consumes the same public surface as another project. Keep demo policy out of the reusable operator.
- Build and test honestly. Preview and run container-first module and demo
commands. In HoloHub, test every declared operator and demo because
test <module>is not module-scoped. In a generated repository, combine its repository-wide test with focused pytest or CTest targets. - Prove a real consumer. Declare the exact metadata dependency and an
immutable full SHA for external source. Use a mounted source override for
fast iteration or an editable install only in the environment reported by
env-info --json. Record the hook and remove it even if a later step fails; if removal fails, report the exact environment and hook state. - Package only after behavior proof. Preview and build requested DEB/WHEEL artifacts, inspect identity/metadata/dependencies/payload, and install each format in a clean artifact-only consumer with an import/link and finite smoke check.
- Validate and hand off. Rerun producer and clean-consumer checks,
git diff --check, and final status. In a dirty checkout, restrict auto-fixing lint to task paths; before a requested commit, validate the exact candidate change with the repository-required full lint in a clean disposable checkout. Confirm no generated artifacts or editable hooks are staged. Do not commit, push, upload, publish, or release unless requested.
Troubleshooting
If a wrapper command fails, stop the happy path and hand off its exact command,
revision, dirty state, inputs, and observed result to
holohub-debug-build-run.
Examples
- Scaffold and package a reusable operator with clean-consumer proof: use this skill.
- Package an ordinary app or diagnose a failing build: route out of this skill.
Limitations
- Preserve unrelated work. Do not reset, clean, remove unrelated files, change host configuration, broaden privileges, commit, push, upload, publish, or release without authorization.
- Never run
sudo ./holohub; obtain approval for host packages, host-local execution, root containers, devices/capabilities, or permission changes. - Keep build, data, install, package output, and editable hooks out of commits.
- Protect credentials, proprietary source, patient data, private media, and identifying metadata.
- Claim support, reproducibility, installability, performance, or safety only for the producer, artifacts, and clean-consumer evidence actually collected.
Output
Return layout and identities, public API/demo, metadata and registrations, preview and real command results, honest test scope, consumer proof, artifact identity/contents/install results, licensing and publication limits, and final worktree state.
For a planning-only request, return the proposed order, authoritative metadata sources, approval boundaries, and proof requirements without claiming results.
Frequently asked questions about HoloHub Module Lifecycle
Similar skills
WinMD API Search
Easily find and explore Windows desktop APIs.
WebMCPify
Transform any web app into an agent-ready platform.
Phoenix Tracing
Instrument LLM applications with OpenInference tracing.
Foundry Hosted Agent CopilotKit
Guidance for developing agentic web apps on Azure.
Power Automate Foundation
Connect AI agents to Power Automate seamlessly.
Power Automate Flow Builder
Efficiently build and deploy Power Automate flows programmatically.
