devs-group

Echoes input back as output — tests input/output round-trip

Analyze CSV data and produce summary statistics with a chart

Reports sandbox environment variables — tests env injection

Produces multiple file artifacts — tests artifact collection

Extract text content from a base64-encoded PDF

Produce a summary of input text using extractive summarization

Count word frequencies in text

Decide whether the work done in this session needs Go integration tests, propose what to add, then add them. Audits existing coverage first and suggests gaps before writing code. Triggers on "add tests", "write tests", "test coverage", "integration test this", "do we have tests for this".