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analyze_group_overlaps

Read-onlyIdempotent

Scan WhatsApp groups to find members present in multiple groups. Set a minimum number of shared groups, limit groups to scan, and refresh group metadata for accurate overlap analysis.

Instructions

Find members that appear across multiple groups and return overlap details.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
group_limitNoHow many groups to scan
refresh_group_infoNoFetch live group metadata before analysis
min_shared_groupsNoOnly include members present in at least this many groups
Behavior3/5

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

Annotations already indicate read-only, idempotent, and open-world behavior. The description does not contradict but adds no extra behavioral context (e.g., performance implications of scanning many groups).

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?

Single sentence, front-loaded with key action, no wasted words. Efficient and easy to parse.

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?

No output schema is provided, and the description 'return overlap details' is vague. For a computation tool, the output format is critical and missing, leaving the agent uncertain about results.

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?

Schema coverage is 100% with descriptions for all parameters. The tool description adds no additional meaning beyond what the schema already provides.

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 uses a specific verb 'Find' and identifies the resource 'members that appear across multiple groups', clearly distinguishing it from sibling tools like 'run_group_audit' which may have broader scope.

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 (e.g., get_group_info for individual groups). The description does not mention when not to use it or provide context for selection.

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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