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inject_spikes

Inject spike events into specified neurons with adjustable strength to directly modulate neural activity in a neuromorphic simulation pipeline.

Instructions

Spike Injection

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
neuronIdsYes
strengthNo
Behavior1/5

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

No annotations provided, and the description gives no behavioral information. It fails to disclose effects such as mutation of simulation state, required permissions, or potential side effects.

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 only two words, which is under-specified. It sacrifices informational content for brevity, making it insufficient for agent understanding.

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's two parameters and no output schema, the description should explain the tool's role within the neural simulation system. It fails to provide any context, leaving the agent with no understanding of what the tool accomplishes.

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?

Schema description coverage is 0%, and the description adds no parameter details. The agent only sees parameter names and types, requiring inference for meaning.

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?

Description 'Spike Injection' is a nominalization of the tool name, providing minimal clarity. It vaguely suggests injecting spikes but does not specify target system or context, failing to distinguish from sibling tools like np_send_trigger.

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?

No guidance on when to use this tool versus alternatives like np_send_trigger or snn_step. The description offers no context for appropriate usage 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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