architecture-paradigm-microkernel
npx machina-cli add skill athola/claude-night-market/architecture-paradigm-microkernel --openclawThe Microkernel (Plugin) Architecture Paradigm
When To Use
- Building extensible systems with plugin architectures
- Products requiring customer-specific customizations
When NOT To Use
- Monolithic applications without plugin extensibility needs
- Systems where all features are core and tightly coupled by design
When to Employ This Paradigm
- When building platforms, Integrated Development Environments (IDEs), data ingestion pipelines, or marketplaces where third parties need to extend core functionality.
- When the core system requires extreme stability, while extensions and features must evolve and change rapidly.
- When isolating optional dependencies and sandboxing untrusted code provided by plugins is critical.
Adoption Steps
- Define Core Services: Clearly delineate the minimal responsibilities of the microkernel, such as scheduling, component lifecycle management, core domain primitives, and messaging.
- Specify the Plugin Contract: Design and document the formal contract for all plugins, including registration procedures, capability descriptors, lifecycle hooks (e.g., start, stop), and the permission model.
- Build the Extension Loader and Sandbox: Implement the mechanisms for loading extensions, performing version compatibility checks, negotiating capabilities, and isolating plugins to prevent failures from cascading.
- Provide a Software Development Kit (SDK): To facilitate plugin development, provide an SDK with project templates, testing harnesses, and compatibility-checking tools.
- Govern the Release Process: Maintain a clear compatibility matrix between core and plugin versions. Implement an automated regression test suite that validates core functionality against a variety of plugins.
Key Deliverables
- An Architecture Decision Record (ADR) describing the division of responsibilities between the core and plugins, along with the governance model for plugin development and certification.
- Formal documentation for the security and permission model, detailing what capabilities are available to plugins.
- An automated plugin validation pipeline that performs linting, runs tests, and executes the plugin within a sandbox environment.
Risks & Mitigations
- Uncontrolled Plugin Proliferation:
- Mitigation: Without a curation process, the maintenance cost of supporting numerous plugins can become unsustainable. Enforce a formal certification process or a marketplace-style review for all third-party plugins.
- Version Skew Between Core and Plugins:
- Mitigation: Use semantic versioning (SemVer) rigorously for both the core and the plugins. Where necessary, provide abstraction layers or "shims" to maintain backward compatibility with older plugins.
- Core System Bloat:
- Mitigation: There is often pressure to add feature logic to the stable core. Aggressively resist this temptation. The core should remain minimal, with new features implemented as plugins whenever possible.
Troubleshooting
Common Issues
Command not found Ensure all dependencies are installed and in PATH
Permission errors Check file permissions and run with appropriate privileges
Unexpected behavior
Enable verbose logging with --verbose flag
Source
git clone https://github.com/athola/claude-night-market/blob/master/plugins/archetypes/skills/architecture-paradigm-microkernel/SKILL.mdView on GitHub Overview
This paradigm defines a minimal core with plugin-based extensions to add features. It prioritizes core stability and isolates plugins to prevent cascading failures, using a formal contract between the kernel and extensions.
How This Skill Works
Define the minimal core services (scheduling, lifecycle, core primitives, messaging). Plugins register via a formal contract, expose capabilities, and run through an extension loader in a sandbox with version checks and capability negotiation. An SDK simplifies plugin development, and governance ensures compatibility and security between core and plugins.
When to Use It
- Building extensible systems with plugin architectures.
- Platforms, IDEs, data ingestion pipelines, or marketplaces needing third-party extensions.
- Core stability is critical and extensions must evolve independently.
- Isolating optional dependencies and sandboxing untrusted plugin code.
- When core growth should be minimized by implementing features as plugins.
Quick Start
- Step 1: Define Core Services and core messaging; establish minimal responsibilities.
- Step 2: Design and publish the Plugin Contract (registration, capabilities, lifecycle, permissions).
- Step 3: Implement the Extension Loader and Sandbox, provide an SDK, and set up compatibility checks and CI.
Best Practices
- Clearly define core services and responsibilities for the microkernel.
- Design and publish a formal plugin contract, including registration, capabilities, lifecycle hooks, and permissions.
- Build an extension loader with version checks, capability negotiation, and sandboxing.
- Provide an SDK with templates, testing harnesses, and compatibility-checking tools.
- Maintain a compatibility matrix and automated regression tests to guard core-plugin interactions.
Example Use Cases
- IDEs and platform ecosystems that support third-party plugins.
- Cloud marketplaces or platform services allowing external extensions.
- Data ingestion pipelines accepting custom parsers or connectors via plugins.
- Platforms requiring customer-specific customizations implemented as plugins.
- Sandboxed plugin ecosystems designed to prevent cascading failures.
Frequently Asked Questions
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