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nexo_cognitive_sentiment

Analyze a user's message to detect sentiment, deliver tone guidance, and log the interaction for tracking.

Instructions

Detect user's sentiment and get tone guidance. Also logs for tracking.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesuser's recent message or instruction
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 states logging occurs, implying side effects, but does not clarify whether the tool modifies state, requires permissions, or what the output includes. Key behavioral details are missing.

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?

The description is extremely concise—two short sentences that front-load the primary purpose. Every word earns its place with no redundancy.

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?

No output schema exists, yet the description does not specify return format or details of the tone guidance. Logging behavior is mentioned but not explained. For a simple tool, it lacks completeness regarding outputs and side effects.

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 coverage is 100% with a clear parameter description. The description adds no extra meaning beyond the schema, but the single parameter is straightforward. Baseline score of 3 is appropriate.

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 'Detect user's sentiment and get tone guidance', specifying the verb and resource. It distinguishes from sibling tools like nexo_cognitive_archive or nexo_cognitive_dissonance, which have different purposes.

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 like nexo_cognitive_inspect or nexo_cognitive_metrics. It only mentions logging without context or exclusions, leaving the agent without decision support.

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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