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hotspots

Analyze a repository to find files that need attention: largest, most complex, most frequently changed via git, and highest combined risk.

Instructions

Find the files most worth attention: largest, most complex, most frequently changed (git), and highest combined risk.

Args: path: Repo path to analyze. top: How many files per category (default 10).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathNo.
topNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, and the description does not disclose whether the tool is read-only, safe to run, or any side effects. The behavior is implied to be analytical but not stated.

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: two sentences for purpose and a compact args list. Information is front-loaded and every part adds value.

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 has only two optional parameters and an output schema (not shown), the description is sufficient for basic understanding. However, it does not cover edge cases or prerequisites, but is adequate for the tool's complexity.

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 description coverage is 0%, but the description adds basic meaning for both parameters (path as repo path, top as count per category with default). This compensates partially, but lacks details like units or accepted formats.

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 finds 'files most worth attention' and lists specific criteria (largest, most complex, most frequently changed, highest risk). It distinguishes itself from sibling tools like architecture_overview, dependency_graph, and explain by focusing on file-level analysis.

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 needing to identify important files, but does not explicitly mention when not to use or compare with alternatives. Sibling tools are present but not referenced.

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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