A project guide for OpenSunstar’s public client and its os command-line tool for checking configuration, project readiness, and workflow rules. It also defines the boundary between public code and private commercial services.
An API guide for ModelScope, a platform that hosts machine-learning models, datasets, skills, and MCP servers. It covers searching, querying, downloading, deploying, and deleting those resources.
A command protocol for guiding AI-assisted software delivery from checking a requirement through implementation, validation, review, release planning, and knowledge updates.
A command that turns reusable lessons from a completed change into proposed entries for a project knowledge base, a collection of shared technical and business notes.
A requirements-planning command that breaks one change into separate application-level development contracts. It records dependencies, ordering, risks, and conditions before waiting for human approval.
A command that scans selected source-code paths for business anchors such as message topics, status values, identity constants, interface names, and table names. It saves these findings as candidates for human review.
A routing command for OpenSunstar's requirements workflow. It reads the project's current documents and points to the next stage, such as clarifying requirements, implementing changes, validating them, or reviewing the code.
Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest growth action using the official Agent Analytics CLI.