Evidence · first-party tested

The research exposes a concrete improvement direction for an FS NL2SQL agent: add clarification prompts for ambiguous follow-ups, because 2 conversational scenarios were silently narrowed instead of being confirmed with the user.

✓ WorkedBasedash
Output — unretouched
tool output
Output — unretouched
tool output
The observation

The research exposes a concrete improvement direction for an FS NL2SQL agent: add clarification prompts for ambiguous follow-ups, because 2 conversational scenarios were silently narrowed instead of being confirmed with the user.

Criterion: FS Learning Value ·
Query this
get_evidence({
  tool: "basedash"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com