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danielsimonjr

Enhanced Knowledge Graph Memory Server

forget_memory

Delete observations by exact match or semantic similarity. Preview deletions with dry run option.

Instructions

Forget (delete) observations matching the given content. Tries exact match first; falls back to semantic search at 0.85 similarity threshold if available. Supports dryRun to preview what would be deleted.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dryRunNoIf true, return what would be deleted without actually deleting
contentYesThe content to forget (observation text)
projectIdNoOptional project scope filter
thresholdNoSemantic similarity threshold for fallback (default: 0.85)
Behavior4/5

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

With no annotations, the description carries the full burden. It discloses deletion behavior, matching strategy, threshold, and dryRun support. It does not mention reversibility or permissions, but this is acceptable for a delete tool.

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?

Two sentences pack all essential information: action, matching logic, fallback, and dryRun. No redundancy; every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description lacks information about return values, especially for non-dryRun deletes. With no output schema, the agent cannot infer what response to expect after deletion.

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?

Schema coverage is 100%, so baseline is 3. The description adds value by explaining the matching strategy (exact then semantic) and the role of 'content' and 'threshold', going beyond schema descriptions.

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 tool's action: 'Forget (delete) observations matching the given content.' It specifies the unique matching strategy (exact then semantic) and distinguishes it from siblings like delete_observations by focusing on content-based deletion.

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 hints at when to use the tool (content matching with fallback) and supports dryRun for preview. However, it does not explicitly say when not to use it or compare with alternatives like delete_observations.

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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