Skip to main content
Glama

analyze_repeated_workflows

Review repetition ledger to spot stable workflows, then scaffold eligible reusable tools not yet created.

Instructions

Review the repetition ledger and scaffold any eligible reusable tools not yet created.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.4.1

TDQS

C2.6/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of disclosing behavioral traits. It mentions 'scaffold' which implies creating new tools, but does not clarify side effects (e.g., does it modify the ledger? does it create actual files? is it reversible?). It also omits any permission requirements or potential impacts, leaving the agent unaware of the tool's mutating nature and consequences.

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, concise sentence that communicates the primary action efficiently. It is front-loaded with the verb and resource. However, it sacrifices necessary detail for brevity, so it is not perfectly structured for the tool's complexity.

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 the tool has an output schema and only one optional parameter, the description should still explain what 'repetition ledger' means, what makes a tool 'eligible,' and what 'scaffold' entails. It also does not mention the return format (though output schema exists) or any dependencies. The lack of annotations makes this a significant gap for an agent to decide when and how to invoke it.

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

Parameters1/5

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 by explaining the 'limit' parameter. It does not. The description never mentions the limit or how it affects the ledger review or scaffolding process. The agent has no semantic understanding of the only parameter, making it impossible to use correctly.

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 clearly states the tool reviews a 'repetition ledger' and scaffolds 'eligible reusable tools not yet created.' It uses a specific verb and resource, making the core action understandable. However, it does not explicitly differentiate from sibling tools like 'suggest_library_tools' or 'create_library_tool,' which could overlap in function, so it misses the top score for sibling distinction.

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 guidance is given on when to use this tool versus alternatives. The description does not mention conditions, prerequisites, or situations where this tool is preferred over related siblings. The agent is left to infer usage from the name and description alone, which is inadequate given the large sibling set.

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