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np_count_spikes

Counts spike activity per electrode over a specified time window and reports the most active electrodes for real-time neural monitoring.

Instructions

NeuroPlatform v2 — Closed-loop _count_spike: spikes per electrode over an N-ms window

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
window_msNoRecording window in milliseconds
top_kNoReport the K most active electrodes
Behavior3/5

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

With no annotations, the description carries full burden. It describes counting spikes per electrode over a window, suggesting a read operation, but does not disclose return format, permissions, or side effects. Adequate but not detailed.

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?

Single sentence, zero waste, front-loaded with key information. Every word earns its place.

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?

Given 2 parameters, no output schema, and no annotations, the description is fairly complete. It explains the tool's function and parameter relevance. Could mention output format but not required.

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 coverage is 100% with clear parameter descriptions. The description adds context about 'spikes per electrode' and 'N-ms window', reinforcing the parameter meanings. Slight value add beyond 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 tool counts spikes per electrode over a time window, with specific verb 'count' and resource 'spikes per electrode'. It distinguishes from siblings like 'np_query_spike_count' by mentioning 'Closed-loop' and 'per electrode'.

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 in a closed-loop context but provides no explicit guidance on when to use this tool versus alternatives like 'np_query_spike_events' or 'np_query_spike_count'. No exclusions or prerequisites are stated.

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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