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LuisGuar

SQLite MCP Server

by LuisGuar

append_insight

Add a business insight discovered from data analysis to the SQLite-generated memo. Use this tool to log key findings directly into your insight record.

Instructions

Add a business insight to the memo

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
insightYesBusiness insight discovered from data analysis
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description bears full disclosure burden. It only says 'Add', implying mutation, but does not explain side effects, whether the insight is appended or replaced, constraints like max length, or whether changes are reversible.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single, front-loaded sentence with no unnecessary words. Every element (verb, object, target) earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given simple schema (one string) and no output schema, the description suffices minimally. However, it lacks context about what 'the memo' is, how to access or verify appended insights, and how this tool relates to the sibling database tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The tool description repeats 'business insight' from the schema's property description without adding extra semantic meaning or usage context beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description uses specific verb 'Add' and resource 'business insight' targeting 'the memo', clearly indicating the action. Among sibling tools (read_query, write_query, etc.), none relate to adding insights, so it stands out distinctly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. While siblings are database-oriented, the description does not explicitly state scenarios, prerequisites, or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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