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Enhanced Knowledge Graph Memory Server

create_reflection

Store an agent reflection—a generalized lesson from experience with supporting evidence—deduplicated by evidence hash and scoped to session, project, or global.

Instructions

Persist an agent reflection — a generalized lesson distilled from experience, backed by evidence entities. Deduplicated by evidence hash; scoped to session, project, or global.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
scopeYesGeneralization scope of the reflection
agentIdNoAgent that authored the reflection
summaryYesThe reflection text (non-empty)
evidenceYesEntity names backing this reflection (non-empty)
importanceNoImportance score for the reflection entity
keyInsightsNoTop pattern strings (max 5)
experienceTypeNoExperience type label (e.g. "success", "failure")
sourceProjectIdNoProject the reflection was distilled from
sourceSessionIdNoSession the reflection was distilled from
generalizationConfidenceYesConfidence in [0.0, 1.0] that the lesson generalizes
Behavior3/5

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

With no annotations, the description carries full burden. It discloses deduplication and scoping but misses side effects like whether existing reflections are updated or returned, and lacks error conditions or authorization needs.

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?

The description is a single sentence that conveys purpose, behavior, and constraints with zero wasted words, achieving maximum conciseness.

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?

For a creation tool with 10 parameters and no output schema, the description is adequate but incomplete: it does not clarify the return value (e.g., created reflection ID) or provide details on optional parameters like importance or keyInsights.

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%, so baseline is 3. The description adds 'deduplicated by evidence hash' which provides extra context for the evidence parameter, but overall does not significantly deepen understanding beyond the schema.

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 verb ('Persist') and the resource ('agent reflection'), and distinguishes this creation tool from siblings like list_reflections or archive_reflection by emphasizing persistence.

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 provides context on deduplication and scoping, which implies when to use (to create a new reflection) but does not explicitly exclude alternatives or state when not to use.

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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