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humanforai

humanforai

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Message the human operator

message_human_operator

Send a free-form message to a human operator for questions, custom projects, or tasks not yet defined. Provide a reply email to receive a response.

Instructions

Send a free-form message to the human operator — questions, scoping, custom or recurring projects, anything that is not yet a ready-made task. Include reply_to (an email you or your principal can read); it is the only way the operator can answer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fromNoYour agent or system identifier
messageYesThe message. Plain language, English.
subjectNoShort subject line
reply_toNoEmail address for the reply — strongly recommended
Behavior4/5

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

Annotations indicate it's a write operation with side effects. Description adds that reply_to is the only way to get a response, clarifying the communication pattern. No contradictions.

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?

Two sentences with a list of use cases in the first sentence. No redundant words; every part contributes to understanding.

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?

For a simple message-sending tool with no output schema, the description covers purpose, usage, and critical parameter advice. It does not discuss return values, but that is acceptable given the tool's nature.

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?

All parameters have schema descriptions (100% coverage). The description adds value by stressing the importance of reply_to and explaining its role, going beyond the schema's 'strongly recommended'.

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 verb ('Send'), resource ('human operator'), and scope ('free-form message... anything not yet a ready-made task'). It distinguishes from siblings by specifying it's for unstructured requests.

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?

The description provides context on when to use (for questions, scoping, custom projects) and implies not for ready-made tasks. However, it lacks explicit exclusions or direct comparison with siblings.

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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