Rill

Comprehensive guidance for building and operating Rill projects using modular rules sourced from:

• runtime/ai/instructions/data (agent workflow + resource authoring guidance)
• docs.rilldata.com/reference/project-files (project file reference)

How To Use This Skill

1. Identify the task type and load only relevant rule files from rules/.
2. For implementation guidance, read runtime-* rules first.
3. For full property-level syntax and examples, read corresponding project-files-* rules.
4. Cite rule file names and source URLs in responses.

Rule Routing

• Project-level workflow and DAG reasoning:
  • runtime-development.md
• Connector work:
  • runtime-connector.md
  • project-files-connectors.md
• Model work:
  • runtime-model.md
  • project-files-models.md
  • project-files-sources.md (when source resources are involved)
• Metrics layer work:
  • runtime-metrics-view.md
  • project-files-metrics-views.md
• Explore dashboards:
  • runtime-explore.md
  • project-files-explore-dashboards.md
• Canvas dashboards and components:
  • runtime-canvas.md
  • project-files-canvas-dashboards.md
  • project-files-component.md
• Theme configuration:
  • runtime-theme.md
  • project-files-themes.md
• Project-level configuration:
  • runtime-rillyaml.md
  • project-files-rill-yaml.md
• Product features beyond the core 8 runtime docs:
  • project-files-alerts.md
  • project-files-reports.md
  • project-files-apis.md
  • project-files-index.md

Review Procedure

When reviewing a Rill change:

1. Load the runtime and project-files rule pair for each changed resource type.
2. Validate compatibility with project DAG expectations and environment configuration.
3. Flag missing fields, unsafe defaults, or likely reconciliation/runtime issues.
4. Provide specific corrections with concrete YAML or SQL snippets.

Output Requirements

• Always reference the consulted rule files by filename.
• Always include canonical source links from each rule’s sourceUrl.
• If multiple resource types are involved, provide findings by resource type.