Tool tree

one-good-row.smartjon7.chatgpt.site

Productivity & BusinessTools verifiedOct 26, 2026

Correct one record, let a WebMCP agent stage the repeatable pattern, and approve every exact consequence before data changes.

inspect_datasetAnswer

Reads the current synthetic vendor dataset and quality profile. Use before proposing transformations. Does not change data.

View tool JSON

{
  "name": "inspect_dataset",
  "kind": "answer",
  "impl": "imperative",
  "description": "Reads the current synthetic vendor dataset and quality profile. Use before proposing transformations. Does not change data.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 20,
        "description": "Maximum rows to return, from 1 to 20."
      }
    },
    "additionalProperties": false
  }
}

read_demonstration_diffsAnswer

Reads the exact before-and-after edits the human made to one example row. Use these diffs as evidence of intended formatting. Does not change data.

View tool JSON

{
  "name": "read_demonstration_diffs",
  "kind": "answer",
  "impl": "imperative",
  "description": "Reads the exact before-and-after edits the human made to one example row. Use these diffs as evidence of intended formatting. Does not change data.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }
}

inspect_proposalAnswer

Reads the current transformation proposal, exact sample diffs, confidence counts, exceptions, and approval state. Does not change data.

View tool JSON

{
  "name": "inspect_proposal",
  "kind": "answer",
  "impl": "imperative",
  "description": "Reads the current transformation proposal, exact sample diffs, confidence counts, exceptions, and approval state. Does not change data.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }
}