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np_query_triggers

Query triggers sent to an organoid within a configurable time window, with optional deduplication to keep only up==1 transitions.

Instructions

NeuroPlatform v2 DB — TriggersQuery: triggers sent to the organoid over a window

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
window_secNoLook back this many seconds
dedupNoKeep only up==1 transitions (drop duplicates)
Behavior2/5

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

With no annotations provided, the description bears full responsibility for behavioral disclosure. It states the tool is a query (implying read-only) but does not describe any behavioral traits such as cost, rate limits, or side effects. Minimal transparency beyond the basic purpose.

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

Conciseness4/5

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

The description is a single sentence that is front-loaded and concise with no waste. It could be slightly more informative without losing conciseness, but it achieves the minimum efficiently.

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

Completeness2/5

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

The tool has no output schema, so the description should explain what is returned. It does not mention the return format or any side effects. With only two parameters and a simple query, the description lacks completeness about outputs and behavioral notes.

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 description coverage is 100%, so the schema already documents both parameters with descriptions. The tool description adds no additional meaning beyond referencing 'over a window', which is already implied by window_sec. Baseline 3 is appropriate.

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

Purpose4/5

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

The description clearly states the tool queries triggers sent to the organoid over a window, using a specific verb and resource. However, it does not explicitly distinguish it from related sibling tools like np_query_spike_events or np_send_trigger, lacking differentiation.

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?

The description provides no guidance on when to use this tool versus alternatives. No when-not conditions or sibling tool comparisons are mentioned, leaving the agent without context for selection.

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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