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SaaS Studio by Nova (CIVAI)

studio_build

Run process_capture build for a SaaS app (polls until succeeded or failed).

Input Schema

NameRequiredDescriptionDefault
appIdYes
notification_messageNoShort user-facing sentence for this action if the follow-up reply fails. Plain text only; do not mention template syntax or variable names.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses that the call polls until success or failure, but it omits permissions, side effects, idempotency, and what failure actually means.

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 a single front-loaded sentence with no wasted text. It is appropriately concise, though the brevity contributes to gaps covered by other dimensions.

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?

For a build operation with no annotations, no output schema, and an undocumented required appId, the description is not complete enough. It does not explain prerequisites, expected lifecycle, return behavior, or how this fits with the many capture/studio sibling tools.

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 coverage is only 50%; the required appId parameter has no description in either schema or tool description. The notification_message parameter is well documented in the schema, but the description adds no parameter meaning itself.

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 a specific action and resource: run a process_capture build for a SaaS app. It is clear enough to distinguish build from publish/verify siblings, though it does not explicitly name those alternatives.

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?

It says what the tool does but provides no guidance on when to use it versus related tools like studio_upload_recon, studio_verify, or studio_publish. The only contextual cue is that it is for a SaaS app.

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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