Publishes an Orion release end-to-end — version bump, build, push release prep, wait for GitHub checks/install smoke (skippable when CI already passed on the pre-bump commit), tag, GitHub release, npm/PyPI publish via scripts/publish-release.sh (NPM_TOKEN + PyPI token in ~/.zprofile), sync version tags in Orion-api and Orion-docs, then post-release verification. Use when the user asks to publish a release, ship a version, bump and publish orion-notebook or orion-ui, or cut a new npm/PyPI release.
Builds Orion-native notebook UI outputs with the Python `orion_ui` package. Auto-loaded for notebook work; use when the user asks for interactive notebook UI features like plotly charts, sliders, selects, buttons, etc.
Operates Orion user and workspace settings safely. Use when reading, creating, validating, or changing `~/.orion/settings.json` or `<workspace>/.orion/settings.json`, settings overrides, model pins, provider config, workspace-level settings, or recovering user settings from automatic backups in `~/.orion/settings-backup`.
Creates or edits Orion notebook App View selections from notebook cells and outputs. Use when the user asks to make a notebook app, dashboard, report UI, or app view from notebook content.
Reference for Orion notebook metadata contract. Use when deciding which fields under notebook `metadata.orion` or cell `metadata.orion` are supported, what values they accept, and which keys are legacy/internal-only.
Runs a plain-language business analysis of uploaded data, producing key findings, data quality notes, charts, and suggested next questions for non-technical users.
Reviews inventory age, sell-through, stale stock, and stockout risk for retail or ecommerce operations teams.
Analyzes revenue, cost, gross profit, and margin by product, category, channel, store, customer, or period for retail and operations teams.