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optimizer_search

Search techniques by name, class, when-to-use, or the naive smell they replace. Enter a query like 'shortest path' to find relevant optimization methods.

Instructions

Free-text search across the technique catalog (name, class, when-to-use, and the naive smell it replaces).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYese.g. 'shortest path', 'dedup', 'range query', 'kth largest', 'overlapping intervals'.
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses the search scope (fields) but lacks details on behavior like case sensitivity, partial matching, pagination, or whether results are ranked. Basic transparency is present but incomplete.

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, well-structured sentence that immediately communicates the tool's purpose. No extraneous words or information.

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 simple one-param tool with no output schema, the description covers the essential purpose. However, it could mention the expected output format or result count to fully inform an agent.

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

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% coverage with a description for the 'query' parameter. The tool description adds meaning by specifying the fields being searched, which goes beyond the schema's example values.

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 explicitly states 'Free-text search across the technique catalog' and lists the fields searched (name, class, when-to-use, naive smell). It clearly distinguishes from sibling tools like optimizer_get_technique (retrieves specific technique) and optimizer_list_techniques (lists all).

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 indicates when to use (free-text search for techniques) but does not explicitly mention when not to use or suggest alternatives. However, the context of sibling tools implies the appropriate usage scenario.

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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