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behavioral_twins

Identify top behavioral twin candidates by scoring their COV overlap. Improve architecture-aware analysis with ranked results.

Instructions

Return top behavioral twin candidates ranked by COV overlap.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYes
limitNo
min_scoreNo
include_sourceNo
Behavior2/5

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

No annotations exist, so description must carry full burden. It only states output behavior (returning candidates) but does not disclose whether the tool has side effects, requires permissions, or other safety implications.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Description is very concise (6 words), but at the cost of completeness. While no wasted words, it underspecifies the tool's behavior and parameters.

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 4 parameters, no output schema, and no annotations, the description is insufficient. It does not explain what 'behavioral twin candidates' are, what 'COV' stands for, or how parameters affect results, leaving agent likely to misuse.

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 has 0% description coverage, but description only hints at 'task' (the task for which finds twins) and 'min_score' (overlap threshold) via 'COV overlap'. It does not explain 'limit', 'include_source', or provide any parameter-level meaning beyond names.

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?

Description states specific verb 'Return', resource 'top behavioral twin candidates', and ranking criterion 'by COV overlap'. It is clear but does not explicitly differentiate from sibling tools like 'twin_context' or 'task_fingerprint'.

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 on when to use this tool versus alternatives. No prerequisites, exclusions, or context for selection among siblings provided.

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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