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latent-defense

Latent Defense MCP Server

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diff_commits

Compare two commits to identify added, removed, or modified nodes and edges in the infrastructure graph.

Instructions

Diff two commits — shows added/removed/modified nodes and edges.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
commit_a_idYes
commit_b_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

With no annotations provided, the description carries the full burden. It reveals that the output shows added/removed/modified nodes and edges, but it does not disclose any behavioral traits such as performance implications, side effects, or error handling.

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, clear sentence with no fluff. It efficiently conveys the tool's purpose without unnecessary words.

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

Completeness4/5

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

Given the tool's simplicity and the presence of an output schema, the description is reasonably complete. It explains what the output shows (added/removed/modified nodes and edges), which is sufficient for a diff tool. Minor gaps about error conditions are not critical.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It does not explain what commit_a_id and commit_b_id represent beyond being two commits. The description adds minimal meaning beyond the schema, failing to describe parameter semantics adequately.

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 that the tool diffs two commits and shows added/removed/modified nodes and edges. This is a specific verb-resource combination that distinguishes it from sibling tools like list_commits or get_branch.

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?

The description implies usage: when you need to compare two commits. However, it does not explicitly state when to use this tool versus alternatives like list_commits or when not to use it, missing a clear exclusion.

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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