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Compile project

compile_project

Compile one of the user's letX projects and return a PDF link, or the compile log errors if it fails.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYesproject id from list_projects

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already indicate this is not read-only, not idempotent, and not destructive. The description adds useful failure behavior disclosure by mentioning that compile log errors are returned on failure. However, it does not disclose potential side effects, compilation duration, or whether this is a long-running operation, which would be valuable for a compile action.

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?

The description is a single sentence that front-loads the action and resource, and efficiently captures both success and failure outcomes. There is no redundant wording or filler.

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

Completeness4/5

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

For a single-parameter tool with no output schema, the description adequately explains the return value on success and failure. It is missing minor context such as expected latency or side effects, but the core information needed to call and interpret the tool is present.

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?

The input schema covers 100% of the single parameter and already indicates it is the project id from list_projects. The description does not add new parameter-level meaning beyond restating that it compiles a user's project. Baseline of 3 is appropriate given full schema description coverage.

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

Purpose4/5

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

The description clearly states that the tool compiles one of the user's letX projects and returns either a PDF link or compile log errors. This is a specific verb-resource pairing that makes the tool's function understandable. However, it does not explicitly distinguish itself from the sibling compile_latex, so it lacks direct sibling differentiation.

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?

The description gives no guidance on when to use this tool versus compile_latex or other siblings. It implies it is for letX projects, but does not explicitly state exclusions or alternatives. The agent is left to infer the intended usage context from the name and sibling list.

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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