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pavelpikta

lampa-mcp-server

by pavelpikta

module_dependency_map

Map imports and requires for a file to identify direct dependencies, inferred reverse dependencies, and change blast radius.

Instructions

Map imports/requires for a file. Returns direct imports, inferred reverse dependencies, and change blast radius.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileYesRepo-relative path, e.g. 'src/components/episodes.js'.
Behavior3/5

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

No annotations are provided, so the description fully bears the burden of transparency. It lists the outputs (direct imports, reverse dependencies, blast radius) but does not declare that the tool is read-only, mention limitations (e.g., static analysis only), or describe any 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.

Conciseness5/5

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

The description is concise, consisting of two sentences. The first sentence front-loads the core action ('Map imports/requires for a file'), and the second elaborates on outputs. No extraneous information.

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?

Given the tool's simplicity (single parameter, no output schema, no annotations), the description covers purpose and outputs adequately. However, it lacks details on return format, prerequisites (e.g., file existence), and precis definition of 'change blast radius,' which could be more complete.

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 a clear parameter description (repo-relative path with example). The tool description adds no further parameter semantics beyond what the schema provides, so the 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 the tool's purpose: mapping imports/requires for a file and returning direct imports, inferred reverse dependencies, and change blast radius. This distinguishes it from sibling tools like impact_analysis or find_files, which have broader or different scopes.

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 does not provide explicit guidance on when to use this tool versus alternatives such as impact_analysis or risk_scan. Usage context is implied but not stated, leaving the AI agent to infer appropriate scenarios.

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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