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deduplicate_memories

Identify and merge duplicate memories to clean up your knowledge base, with a dry-run option to preview before merging.

Instructions

Find and merge duplicate memories

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dry_runNoPreview duplicates without deleting
user_idNooliver
similarity_thresholdNoSimilarity threshold for duplicate detection (0-1)
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only states 'find and merge', but does not explain what merging entails (e.g., deletion, side effects, authorization needs). Key behavioral details are missing.

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, front-loaded sentence with no wasted words. However, it is slightly under-specified for the tool's complexity, preventing a perfect score.

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?

With three parameters, no output schema, and no annotations, the description is too minimal. It fails to explain return values, effects, or prerequisites, leaving the agent without sufficient context for correct invocation.

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 description coverage is 67% (two of three parameters documented). The description adds no additional meaning beyond the schema, and the 'user_id' parameter lacks documentation in both the schema and the description, leaving a gap.

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 clearly states the action 'Find and merge duplicate memories', with a specific verb and resource. It uniquely distinguishes the tool from siblings like 'add_memory' or 'search_memory', which have different purposes.

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, nor are there any exclusions or context about prerequisites. The description lacks explicit usage direction.

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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