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christophejlegros-lgtm

ASTRA Unified Research Lab MCP Server

inject_spikes

Stimulate specific neurons by injecting spike trains, adjusting strength to modulate neural activity in a bio-hybrid neuromorphic simulation.

Instructions

Spike Injection

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
strengthNo
neuronIdsYes
Behavior1/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only says 'Spike Injection' and gives no indication of state changes, side effects, or consequences, making the tool's behavior completely opaque.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely brief, but this is under-specification rather than effective conciseness. It wastes the opportunity to convey critical operational details, making it almost useless for an agent.

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

Completeness1/5

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

Given the tool has no output schema, no annotations, and two parameters, the description is supposed to provide essential context. It provides none, making the tool impossible to invoke correctly based on the description alone.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema defines neuronIds (array of integers) and strength (number, default 15), but the description adds no meaning to these parameters. With 0% schema description coverage, the description fails to compensate for the lack of parameter context.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Spike Injection' is essentially a restatement of the tool name, providing no concrete action or resource. It does not distinguish the tool from siblings or explain what 'spikes' are being injected into, making it a tautology.

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?

There is no guidance on when to use this tool versus alternatives. The description lacks any context, preconditions, or exclusions, leaving the agent without direction on appropriate invocation scenarios.

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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