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geoffbelknap

LimaCharlie MCP

by geoffbelknap

lc_get_ai_session

Retrieve a single AI session scoped to your organization for audit or review.

Instructions

Fetch one org-scoped AI session.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
oidYes
session_idYes
Behavior2/5

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

No annotations are provided, so the description is the sole source of behavioral info. It only states 'Fetch', offering no details on authentication, rate limits, error responses, or side effects.

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

Conciseness4/5

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

The description is a single efficient sentence with no unnecessary words. However, it is too sparse to fully inform the agent, sacrificing completeness for brevity.

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

Completeness2/5

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

With no output schema and only a one-sentence description, the tool definition lacks context on return values, error conditions, or data format. The description is insufficient for a 2-parameter fetch operation.

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

Parameters2/5

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

The input schema has two required parameters ('oid', 'session_id') with 0% description coverage. The description adds no meaning about these parameters, leaving the agent to infer their purpose from names alone.

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?

The description clearly states a specific verb 'Fetch' and resource 'one org-scoped AI session'. It directly distinguishes from sibling tool 'lc_list_ai_sessions' which lists multiple sessions.

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

Usage Guidelines3/5

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

The description implies when to use the tool (to fetch a single session), but provides no explicit guidance on when not to use it or alternatives such as lc_get_ai_session_history.

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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