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Dianel555

Gemini SuperClaude MCP Server

by Dianel555

sc:analyze

Analyze codebases from multiple dimensions including security, performance, and architecture using specialized agents. Get comprehensive insights with optional deep analysis.

Instructions

Multi-dimensional codebase analysis with comprehensive insights (Category: analysis, Priority: IMPORTANT)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYesSuperClaude v4.0.9 command input with optional flags: --deep, --security, --performance, --architecture, --ultrathink
flagsNoAvailable flags: --deep, --security, --performance, --architecture, --ultrathink
agentNoPreferred agent: root-cause-analyst, system-architect, security-engineer
Behavior2/5

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

With no annotations, the description carries the full burden. It does not disclose whether the tool is read-only, what side effects exist, or what the output contains. Only the name and category suggest behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

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

The description is a single sentence, concise and front-loaded with the purpose. It could benefit from structured detail, but remains efficient.

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?

Given no output schema and no annotations, the description should provide more context about return values, usage context, and flag behavior. It is insufficient for a multi-dimensional tool.

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 descriptions for each parameter (input, flags, agent). The description adds no additional meaning beyond the schema, warranting the baseline score.

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 'Multi-dimensional codebase analysis with comprehensive insights', which clearly indicates the tool performs analysis on codebases. It distinguishes from sibling tools like 'sc:brainstorm' or 'sc:explain' by specifying analysis, though it could be more specific about the dimensions.

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 explicit guidance on when to use this tool versus alternatives. The 'Category: analysis, Priority: IMPORTANT' provides minimal context but no when-to-use or when-not-to-use instructions.

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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