SteveGJones

Rebuilds the knowledge base shelf-index incrementally, optimizing file extraction based on content changes.

Checks knowledge base staleness against library files, reporting drifted entries for pre-push validation in development workflows.

Automates citation validation in library files, checking DOIs, arXiv IDs, and journal references for accuracy and format.

Facilitates the creation of pull requests with full validation, ensuring code quality before submission for review.

Validates code quality through a comprehensive SDLC pipeline, ensuring syntax, linting, and testing checks before commits or PRs.

Initializes a project for knowledge base use by setting up directory structures and appending necessary sections to CLAUDE.md.

Conducts health checks on project knowledge bases, identifying contradictions, stale claims, and data gaps for improved content accuracy.

Facilitates workflow creation and team formation for tasks, offering recommendations and generating YAML configurations.

Facilitates the creation of change-impact records for regulated projects, ensuring compliance with standards like IEC 62304 and ISO 26262.

Facilitates project commissioning to the Assured SDLC bundle, ensuring compliance with regulatory standards and proper artifact scaffolding.

Parses source code annotations to generate a structured code index and dependency edges for project documentation.

Validates project decomposition by running multiple module-bound checks, ensuring compliance and reporting violations effectively.

Facilitates the addition of new requirements in the Assured project by generating sequential REQ IDs and appending them to the requirements specification.

Validates code changes with quick checks before committing, ensuring quality and adherence to conventional commit formats.

Facilitates the creation of new features by generating proposals, retrospectives, and branches for streamlined development.

Packages source files into plugin directories based on release-mapping.yaml for streamlined plugin releases.

Enforces AI-First SDLC compliance rules for code quality, architecture validation, and zero technical debt in software development.

Generates a GitHub Actions workflow for CI/CD setup, ensuring SDLC validation for Python, JavaScript, or Go projects.

Files librarian query results back into the library, enhancing knowledge management with provenance tracking for valuable insights.

Facilitates onboarding for cross-library knowledge base queries in consulting, ensuring smooth project setup and validation.