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nexo_pre_action_context

Retrieve and bundle recent contextual data from the past 24 hours to inform decision-making before taking action on recurring topics.

Instructions

Build the 24h recent-context bundle that should be reviewed before acting.

Especially useful for emails, orchestrators, and any work where the same topic may reappear hours later.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNo
context_keyNo
session_idNo
hoursNo
limitNo
Behavior2/5

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

No annotations are provided, so the description carries full burden. It describes building a bundle but does not disclose whether it is read-only or modifies state, nor any side effects, authorization needs, or rate limits.

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 short and front-loaded with key information, but the lack of detail on parameters and behavior means conciseness sacrifices completeness.

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?

Given 5 parameters and no output schema, the description is too minimal. It does not explain the bundle's contents, return format, or how parameters affect output, which is critical for a 'pre-action' tool.

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

Parameters2/5

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

Schema description coverage is 0%, requiring the description to explain parameters. It only hints at the 'hours' parameter via '24h' but leaves query, context_key, session_id, and limit completely unexplained.

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?

Description clearly states the tool's action ('build'), resource ('24h recent-context bundle'), and purpose ('review before acting'). It distinguishes itself from siblings like nexo_recent_context by emphasizing it's a preparatory bundle, not just retrieval.

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

Usage Guidelines4/5

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

Explicitly mentions it's useful before acting, especially for emails and orchestrators where topics reappear. However, it does not specify when not to use it or name alternative tools for comparison.

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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