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GDM-Pixel

Stellaris MCP

by GDM-Pixel

get_circular_deps

Identify circular dependencies in your project using Tarjan's SCC algorithm. Returns groups of files forming dependency cycles to help resolve coupling issues before refactoring.

Instructions

Detect circular dependencies in the project using Tarjan's SCC algorithm. Returns groups of files that form dependency cycles. Use this before refactoring to identify problematic coupling. Requires a prior reindex. No API call needed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_cyclesNoMaximum number of cycles to return (default: 50)
Behavior4/5

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

No annotations provided, so description carries full burden. It states the algorithm used, that no API call is needed, and that it returns cycle groups. Could mention it's read-only, but overall transparent.

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?

Three concise sentences, front-loaded with the main purpose, followed by usage advice and prerequisite. No wasted words.

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

Completeness5/5

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

Given the tool's simplicity (one optional param, no output schema), the description fully covers what it does, when to use, and what it returns (groups of files). No gaps.

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 schema already describes the single parameter (max_cycles, default 50) with 100% coverage. The description adds no extra semantic value for this parameter, so baseline 3.

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 the tool detects circular dependencies using Tarjan's SCC algorithm and returns cycle groups. This distinguishes it from sibling tools like get_dependencies or get_most_coupled.

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?

Gives a specific use case (before refactoring) and a prerequisite (requires prior reindex). No explicit when-not-to-use or alternatives, but the context is sufficient for basic guidance.

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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