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mio_ai_clip_maker

AI Clip Maker — Upload a spoken video, set the maximum clip count and length, and download excerpts to review before sharing.. AI Studio run — dispatches to our AI workers (Modal). Credits per run vary by model and file size. Day Pass and welcome credits do not include AI Studio. Files are deleted after processing; auditable at mioffice.ai/account/tasks (retention details at mioffice.ai/privacy). All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription. See mioffice.ai/pricing for current plans.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.2/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does meaningful work: it discloses that the run dispatches to Modal AI workers, that credits vary by model and file size, that files are deleted after processing with an audit URL and retention policy, and that Day Pass credits are excluded. Missing is any disclosure of expected latency or async/job behavior, which matters for a video-processing run. No contradiction with structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The operational sentence is front-loaded and good, but roughly two-thirds of the text is billing boilerplate ('All three credit-based workspaces unlock with the same one-time credit pack', 'See mioffice.ai/pricing') that does not help an agent call the tool. There is also a doubled period artifact ('..'), and the cost/retention facts are buried mid-paragraph rather than separated.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a no-parameter, no-output-schema AI job tool, the description covers cost model and file retention well, which are the two things an agent most needs to warn a user about. But it leaves the actual mechanics unresolved: if the schema takes no inputs, how is the video supplied? And there is no guidance on whether the run is synchronous. The input-provisioning gap is the main omission.

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?

The schema declares an empty properties object (zero parameters), yet the description instructs the agent to 'upload a spoken video' and 'set the maximum clip count and length' — inputs that do not exist in the schema. That mismatch actively misleads an agent about how to invoke the tool. The nominal baseline for 0 params is 4, but the description manufactures parameters the schema does not offer.

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 opening clause names a specific verb chain and resource: upload a spoken video, set clip count/length, download excerpts for review. That is clearly distinct from siblings like mio_ai_text_to_video or mio_ai_video_trim. It stops short of 5 because it never explicitly names which sibling to pick instead (e.g. full transcription via mio_ai_transcriber).

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?

Usage is implied through the 'review before sharing' framing and the eligibility caveat that Day Pass and welcome credits do not include AI Studio, which is a genuine precondition. However, there is no explicit when-to-use/when-not guidance and no named alternative among the many AI Studio siblings. The trailing credit-pack and pricing sentences are marketing, not selection 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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