GitHub user zyratlo added a comment to the discussion: Task ideas for the dkNet-AI · Apache Texera Agent Hackathon
## Workflow Auto-Documententation Agent A new tool that automatically generates documentation for non-trivial workflows using AI. ### Problem As workflows grow in size and complexity, their intent becomes increasingly opaque to collaborators and even to their original authors. A pipeline of twenty or more operators offers no concise, human-readable explanation of what it does, what data it consumes, or what it produces. Comment boxes provide a partial remedy but rely on author discipline and are rarely kept current. The platform currently offers no mechanism for summarizing a workflow's purpose and structure at a glance. ### Proposed Solution Introduce an on-demand documentation action available from the workflow editor. When invoked, the system inspects the current workflow's logical structure — its operators, their configurations, and the connections between them — and produces a concise, structured narrative describing the workflow. The generated documentation includes: - Purpose — a short summary of the workflow's overall intent, inferred from operator composition. - Inputs — the data sources consumed by the workflow. - Pipeline stages — a grouping of operators into logical phases (e.g., ingestion, transformation, modeling). - Outputs — the destinations or sinks produced by the workflow. - Caveats — notable observations a reader should be aware of, such as unconfigured parameters, embedded credentials, or operators whose behavior depends on user-supplied code. The result is rendered alongside the canvas as a readable artifact that can be reviewed, copied, or shared. ### Design Goals - Non-intrusive. Documentation is generated on demand and never alters the workflow itself. - Self-contained. The action requires no additional configuration, persistence, or external state. - Composable. The generated output is plain markdown, allowing it to be embedded into existing collaboration surfaces such as comment boxes or external documentation. GitHub link: https://github.com/apache/texera/discussions/5059#discussioncomment-16924312 ---- This is an automatically sent email for [email protected]. To unsubscribe, please send an email to: [email protected]
