create_automation
Draft an automation from a natural-language outcome. Returns a DRAFT + preview; never goes live.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| outcome | Yes | ||
| accountId | No |
Draft an automation from a natural-language outcome. Returns a DRAFT + preview; never goes live.
| Name | Required | Description | Default |
|---|---|---|---|
| outcome | Yes | ||
| accountId | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Without annotations the description must carry the transparency burden. It does disclose the most important behavior: the tool returns a draft and preview and does not go live. It does not state whether the draft is persisted, what account scoping effect accountId has, or any auth/rate-limit considerations, leaving some behavioral uncertainty.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences, no filler, and the critical safety boundary is at the end but still prominent. The description front-loads the action and input, then states the output and non-live guarantee efficiently.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The core draft-and-preview contract is clear enough for a simple call, and the required input is explained. It is not fully complete because there is no output schema, the optional accountId is unexplained, and the description does not point the agent toward the sibling tools that would turn the draft into a live automation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
With 0% schema description coverage, the phrase 'natural-language outcome' adds meaning to the required outcome parameter. But accountId is never discussed in the description or schema, and there is no guidance on how the outcome string is interpreted into automation details, so compensation for the missing parameter docs is only partial.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description uses a specific action ('Draft an automation') and names the input mode ('natural-language outcome'), and 'returns a DRAFT + preview; never goes live' gives a clear identity separate from live-activation siblings. It still does not explicitly relate it to closely named tools like generate_flow or generate_multiple_flows, so it stops short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
'Never goes live' provides a usable boundary: this is the drafting/preview tool, not an activation tool. However, the description never says when to prefer create_automation over create_flow/generate_flow or how to make the returned draft live, so the routing is implied, not explicit.
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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