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by flyanima

check_research_saturation

Evaluate research completeness and identify gaps by analyzing a topic and optionally listing consulted sources to find missing areas.

Instructions

Evaluate research completeness and identify gaps

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYesResearch topic to evaluate
sourcesNoList of sources already consulted
Behavior2/5

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

With no annotations, the description must disclose behavioral traits, but it only offers a high-level summary. It does not mention whether the tool accesses external data, requires internet, or what side effects exist. This is insufficient for safe invocation.

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 sentence containing the core purpose, which is efficient. However, it could be structured to front-load key information more effectively, but no unnecessary details are present.

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 two-parameter schema and no output schema, the description is too brief. It does not explain return values, behavior, or how gaps are identified, leaving the agent without essential context for proper usage.

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?

The input schema has 100% coverage with descriptions for both parameters (topic and sources). The description adds no additional meaning beyond what the schema already provides, meeting the baseline of 3.

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 clear purpose: evaluating research completeness and identifying gaps. It is not a tautology and suggests a distinct function from sibling tools like 'deep_research' or search tools, though explicit differentiation is missing.

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 provided on when to use this tool versus alternatives such as search tools or evaluation tools. There is no mention of prerequisites or exclusions, leaving the agent uncertain about context.

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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