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detect_workflow

Identify the R workflow type from a directory path to support R package development.

Instructions

Detect the R workflow type from a directory path

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesDirectory path to analyze

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.9/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. 'Detect' implies a read-only inspection, but the description never says what happens with a non-R directory, what workflow types can be returned, or whether detection can fail — leaving real gaps for an unannotated tool.

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?

A single tight sentence with the purpose front-loaded and zero filler. It is efficient, though it is so terse that it borders on under-specification rather than deliberate brevity.

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?

For a simple one-parameter read tool this is minimally viable, but with no output schema the description should have described the possible return values (the workflow types) and behavior on unrecognized directories. As written, an agent knows what it does but not what it gets back.

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 100% and there is only one parameter, so the schema already documents 'path' fully. The description's 'from a directory path' adds no meaning beyond the schema's 'Directory path to analyze', so the baseline of 3 applies.

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 states a specific verb ('Detect'), a specific resource ('the R workflow type'), and the input domain ('from a directory path'). It is clearly distinguishable from siblings like validate_file, validate_project, or generate_template, though it never explicitly names those alternatives.

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?

There is no statement of when to use this tool versus the validation siblings, no prerequisites, and no exclusions. The only implied guidance is that a directory path is needed, which the schema already supplies.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.