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rshade
by rshade

detect_project

Analyze a working directory to generate a project profile covering type, language, framework, build system, and tooling.

Instructions

Analyze project and generate comprehensive profile including type, language, framework, build system, and tooling

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
directoryNoWorking directory to analyze (defaults to current directory)
Behavior2/5

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

No annotations are provided, so the description carries full burden. It states the tool analyzes and generates a profile but omits any behavioral details such as side effects, permissions, rate limits, or that it is a read-only operation. The disclosure is minimal.

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 concise sentence that front-loads the purpose and lists key outputs. Every word contributes value with no redundancy.

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 no output schema and no annotations, the description partially compensates by listing profile contents. However, it does not specify the output format (e.g., JSON fields) or how the result is structured, leaving some ambiguity for agent usage.

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 parameter described as 'Working directory to analyze (defaults to current directory)'. The description adds no additional meaning beyond what the schema already provides, meeting the baseline for high schema coverage.

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 specifies the verb 'analyze' and 'generate', the resource 'project profile', and lists contents (type, language, framework, build system, tooling). It distinguishes itself from sibling tools that are language-specific (e.g., go_project_info, python_project_info) by being a generic comprehensive analyzer.

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?

The description does not provide guidance on when to use this tool versus alternatives. It lacks explicit context like 'Use this to identify project type before running language-specific tools' or 'Not needed for already known languages'. No exclusions or alternative references are given.

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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