sdd-init

To detect a project's tech stack and load relevant dev skills, run a context initialization tool that inspects standard files like package.json, pyproject.toml, or go.mod to preload domain-specific skills based on the identified stack.

The best way to bootstrap project context after context loss is to run an initialization process that reconstructs the domain-aware environment, detects the existing tech stack from config files, and restores the necessary execution context.

Stack detection for initializing a project skill registry works by inspecting standard dependency files such as package.json, pyproject.toml, and go.mod to identify the framework, which then triggers the loading of matching domain-specific skills.

Yes, skill registry initialization works with both Node.js and Python projects by detecting the tech stack through standard files like package.json and pyproject.toml, ensuring the correct domain-specific skills are loaded for each environment.

You need to initialize a local skill registry when starting work on a new project or after experiencing context loss, ensuring the correct tech stack is detected so relevant skills are preloaded into the project's local environment.

Generating a local skill registry restricts the loaded skills to the detected project stack and saves the specific project context to memory, ensuring the execution environment accurately reflects the repository's unique domain requirements.