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MCP Python Refactoring

by slamer59

tdd_refactoring_guidance

Generate test-driven development refactoring guidance for Python code. Provides step-by-step instructions to write tests, refactor, and verify changes without modifying code.

Instructions

Generate TDD-based refactoring guidance: test first, refactor, test again

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentYesPython code content to refactor
test_pathNoPath to test directory (optional)
function_nameNoSpecific function/class to refactor (optional)
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It does not mention whether the tool is read-only, requires authentication, or has side effects. While 'generate guidance' suggests no destruction, the lack of explicit disclosure is a gap.

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 core purpose and method. There is no redundancy or wasted words.

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?

For a simple guidance tool, the description is adequate but lacks detail on return values or output format, especially given no output schema. The description could clarify what the guidance contains (e.g., step-by-step suggestions, code diff).

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 has 100% coverage with descriptions for each parameter. The tool description adds no additional meaning beyond what the schema provides, so a baseline score of 3 is appropriate.

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 it generates TDD-based refactoring guidance with the specific cycle 'test first, refactor, test again'. It distinguishes well from sibling tools focused on analysis, security, and metrics.

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

Usage Guidelines4/5

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

Usage is implied by the name and description: use when you want TDD refactoring guidance for Python code. It does not explicitly state when not to use or list alternatives, but the sibling tools are unrelated, so no confusion arises.

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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