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taewat07

STATA-MCP Repro

by taewat07

project_init

Initialize a new project with a human-readable relative artifact path, enabling reproducible Stata runs and structured output storage.

Instructions

Initialize one project with a human-readable relative artifact path.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
artifact_dirYes
project_nameNo
project_pathNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYes
runNo
dataNo
errorNo
warningsNo
Behavior2/5

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

No annotations are present, so the description carries the full burden of disclosing side effects. 'Initialize' implies some creation or setup action, but the description does not state whether it creates directories, writes configuration files, overwrites existing data, or requires specific permissions. This leaves significant behavioral ambiguity.

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 concise sentence that front-loads the action and primary object. Every word contributes, and there is no unnecessary repetition or filler.

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?

Although an output schema exists, the description is incomplete for an initialization tool with no annotations. It does not discuss side effects, required setup, error conditions, or how this relates to the broader project workflow. The tool may be simple, but the description still leaves key contextual gaps.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not explain the parameters. The phrase 'human-readable relative artifact path' loosely relates to artifact_dir, but project_name and project_path are completely unaddressed, and no parameter-specific meaning is added beyond the bare property names in the schema.

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 uses a specific verb ('Initialize') and resource ('one project') and adds the qualifier 'with a human-readable relative artifact path,' which gives some scope. It does not explicitly distinguish this from sibling tools like mk_dir or plan_prepare, but the core purpose is reasonably clear.

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 alternatives. It does not mention prerequisites, exclusions, or why project_init should be chosen over project_status, mk_dir, or write_dofile. The only implication is that it is for initializing a project, but no explicit usage context is provided.

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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