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danielsimonjr

Enhanced Knowledge Graph Memory Server

synthesize_collaborative_context

Traverses the knowledge graph from a seed entity to merge high-salience neighbors, providing collaborative context for agents working on related tasks.

Instructions

Synthesize context by traversing the graph neighbourhood from a seed entity and merging high-salience neighbors across agents

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
maxDepthNoMaximum BFS depth to traverse from seed (default: 2)
queryTextNoOptional query text for salience context scoring
currentTaskNoOptional current task identifier for salience context
maxNeighborsNoMaximum number of neighbor entities to include (default: 20)
seedEntityNameYesName of the entity to start traversal from
minNeighborSalienceNoMinimum salience score for a neighbor to be included (default: 0.3)
Behavior2/5

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

With no annotations provided, the description must disclose behavioral traits. It describes the algorithm but does not state whether this is a read-only operation, whether it modifies the graph, or any auth/rate limit considerations. Return format is also unspecified, which is a significant gap for a tool with no output schema.

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 18-word sentence that is efficient and to the point. Every word adds value, and there is no fluff or repetition. The structure is appropriate for the complexity, front-loading the key action.

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?

Given the complexity of graph traversal and cross-agent merging, the description captures the core idea but lacks details about output, error conditions, or behavior under edge cases. Without an output schema, the agent receives no information about what the tool returns, reducing completeness.

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 the baseline is 3. The description adds context about merging 'high-salience neighbors' which connects to salience-related parameters, but does not explain individual parameters beyond what the schema already provides. No additional semantics are introduced.

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 purpose: it synthesizes context by traversing the graph neighborhood from a seed entity and merging high-salience neighbors across agents. The verb 'synthesize' and resource 'context' are specific, and the method distinguishes it from many sibling tools that perform simpler graph operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for cross-agent context synthesis, but it does not explicitly state when to use this tool versus alternatives like get_neighbors or search cross-agent tools. No when-not-to-use or prerequisite conditions are provided, leaving the agent to infer applicability.

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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