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by gemini2026

suggest_secure_libraries

Search for libraries by partial name and get security scores to choose secure dependencies.

Instructions

Enhanced library suggestions that include security scores for informed decisions.

Args:
    partial_name: Partial library name to search for
    include_security_score: Whether to include security scores (slower but more informative)

Returns:
    Library suggestions with optional security information

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
partial_nameYes
include_security_scoreNo
Behavior2/5

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

Only discloses that including security scores is slower; lacks info on caching, side effects, or required permissions. No annotations provided to compensate.

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?

Short and front-loaded, but Args/Returns block is somewhat redundant with schema. Efficient overall.

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?

Lacks details on security score computation, return format, and explicit differentiation from suggest_libraries. No annotations or output schema to fill gaps.

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?

Adds minimal meaning: explains partial_name as partial library name and include_security_score with performance note. Schema has 0% coverage, so description partially compensates.

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?

Clearly states it suggests libraries with security scores, distinguishing it from suggest_libraries and compare_library_security.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implies use when security scores are desired, but does not explicitly say when to avoid it, nor mention alternatives.

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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