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nexo_pre_action_context

Build a 24-hour context bundle to review recent interactions before acting, ensuring awareness of prior related topics in emails, orchestrators, or recurring tasks.

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 must disclose behavior. It only says 'build ... bundle that should be reviewed,' suggesting a read-only operation, but fails to state side effects, authorization needs, or whether it modifies state.

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 two sentences and front-loads the main purpose. It is concise, though it could be better structured to include parameter context.

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 no output schema, no annotations, and 0% schema coverage, the description is far too brief. It does not explain the bundle's content, how to use parameters, or how it differs from similar sibling tools.

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 does not explain any of the 5 parameters (hours, limit, query, session_id, context_key). The description adds no meaning beyond the schema.

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 states 'Build the 24h recent-context bundle that should be reviewed before acting' with a specific verb and resource. However, it does not differentiate from sibling tools like nexo_recent_context or nexo_hot_context_list, which appear similar.

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?

It mentions 'especially useful for emails, orchestrators, and any work where the same topic may reappear hours later,' implying when to use, but lacks explicit when-not-to-use or alternative tool guidance.

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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