append_insight
Add business insights to memos by analyzing data variations, enabling structured logging of unusual events in conversations for efficient review and decision-making.
Instructions
Add a business insight to the memo
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| insight | Yes | Business insight discovered from data analysis |
Implementation Reference
- src/mcp_variance_log/server.py:356-367 (handler)The handler function for the 'append_insight' tool. It validates the input, appends the insight to the database's insights list, synthesizes a memo, notifies clients of the update, and returns a success message.elif name == "append_insight": if not arguments or "insight" not in arguments: raise ValueError("Missing insight argument") db.insights.append(arguments["insight"]) _ = db._synthesize_memo() # Notify clients that the memo resource has changed await server.request_context.session.send_resource_updated(AnyUrl("memo://insights")) return [types.TextContent(type="text", text="Insight added to memo")]
- src/mcp_variance_log/server.py:231-241 (registration)Registration of the 'append_insight' tool in the list_tools handler, including name, description, and input schema.types.Tool( name="append_insight", description="Add a business insight to the memo", inputSchema={ "type": "object", "properties": { "insight": {"type": "string", "description": "Business insight discovered from data analysis"}, }, "required": ["insight"], }, ),
- JSON schema defining the input for the 'append_insight' tool: requires a string 'insight'.inputSchema={ "type": "object", "properties": { "insight": {"type": "string", "description": "Business insight discovered from data analysis"}, }, "required": ["insight"], },
- Initialization of the insights list in LogDatabase class, used by the append_insight handler.self.insights: list[str] = []
- Helper method to synthesize the insights list into a formatted business memo, called after appending an insight.def _synthesize_memo(self) -> str: """Synthesizes business insights into a formatted memo""" logger.debug(f"Synthesizing memo with {len(self.insights)} insights") if not self.insights: return "No business insights have been discovered yet." insights = "\n".join(f"- {insight}" for insight in self.insights) memo = "📊 Business Intelligence Memo 📊\n\n" memo += "Key Insights Discovered:\n\n" memo += insights if len(self.insights) > 1: memo += "\nSummary:\n" memo += f"Analysis has revealed {len(self.insights)} key business insights that suggest opportunities for strategic optimization and growth." logger.debug("Generated basic memo format") return memo