This directory contains output specifications — detailed descriptions of common deliverable formats produced by Viva Insights analytics workflows. These are not actual generated files; they are templates and guidelines that describe what the output should look like.

• As "target output" context for coding agents. Before running a prompt, share the relevant output spec with your coding agent so it knows the expected format, structure, and quality bar. For example: "Produce a dashboard following this specification…" followed by the spec content.
• As quality checklists. After a coding agent produces output, compare it against the spec to verify it meets expectations.
• As communication tools. Share specs with stakeholders to align on what a deliverable will look like before investing time in generation.

Tip: Combine an output spec with a prompt card and schema documentation for the most effective coding agent context. The schema tells the agent about the input data, the prompt tells it what to do, and the output spec tells it what the result should look like.

• Actual outputs will vary. These specs describe the target structure and quality bar. The actual content depends on your data, the prompt used, and the coding agent's implementation.
• Specs are composable. A single analysis workflow might produce multiple output types (e.g., a notebook for the detailed analysis plus an executive memo for leadership).
• Customize for your audience. Adapt formatting, level of detail, and visual style to match your organization's preferences.

• Prompt Card Library — prompts that generate these output types
• Schema Documentation — data dictionaries for input data