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danielsimonjr

Enhanced Knowledge Graph Memory Server

get_relevant_reflections

Retrieve reflections relevant to a session by matching its ID and entity names, surfacing applicable past lessons at start.

Instructions

Reflections relevant to a session: matches by sourceSessionId, plus evidence overlap with the supplied session entity names. Use at session start to surface applicable past lessons.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax reflections to return (default 10)
sessionIdYesSession to find relevant reflections for
minConfidenceNoMinimum generalization_confidence (inclusive)
sessionEntityNamesNoEntity names from the session for evidence-overlap matching
Behavior2/5

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

No annotations provided, so description must carry full burden. It does not disclose behavioral traits like default limit, return format, or how evidence overlap works. Limited transparency.

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, front-loaded with core purpose, followed by usage advice. No wasted words.

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

Completeness4/5

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

Adequately explains what the tool does and when to use, but could elaborate on return values or behavior of parameters like minConfidence and limit. Schema covers params, so it's mostly complete.

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 covers all parameters with descriptions. Description adds extra meaning for sessionEntityNames (evidence overlap) and implies sessionId is used for matching, beyond schema baseline.

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?

Description clearly states it retrieves reflections relevant to a session, matching by sourceSessionId and evidence overlap with session entity names. This specific verb+resource+criteria distinguishes it from siblings like list_reflections.

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?

Explicitly says 'Use at session start to surface applicable past lessons', giving clear context. Lacks explicit when-not or alternatives, but the guidance is strong.

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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