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gapra

@gapra/nuxt-migration-mcp

by gapra

audit_tracking

Audits codebase for analytics tracking and feature flags, detecting Mixpanel, gtag, and dataLayer patterns.

Instructions

Audit source codebase for analytics tracking calls and feature flags. Finds Mixpanel, gtag, dataLayer, and other tracking patterns.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
moduleNoOptional module path to audit (e.g., "deals", "tickets")
Behavior2/5

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

Lacks annotations. Description does not disclose behavioral traits such as whether the tool modifies files, requires network access, or what side effects occur. With no annotations, the description should cover these but doesn't.

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?

Two sentences with no fluff. Front-loaded with the main action and lists example patterns efficiently.

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?

No output schema and description does not explain return values or format. Acceptable but incomplete for an agent to fully understand what the tool returns.

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?

Schema coverage is 100% with one optional parameter 'module' described as an optional path. The description adds no extra detail beyond the schema, so 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?

Description clearly states the tool audits source code for analytics tracking calls and feature flags, listing specific patterns (Mixpanel, gtag, dataLayer), making it distinct from sibling tools that audit other aspects like deprecated modules or components.

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?

No guidance on when to use this tool versus other audit tools. Does not specify prerequisites, expected conditions, or exclusions.

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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