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inspectFrameAestheticsAndClipping

Analyzes rendered After Effects frames to detect 3D glow/Saber clipping, subtitle-subject occlusion, and aesthetic quality via saliency and luminance-boundary models.

Instructions

Inspect a rendered After Effects frame (.png, .jpg) using the bundled FastSal-NIMA-Lite (fastsal_nima_lite.onnx) visual saliency & aesthetic neural model plus geometric luminance-cliff boundary detector. Detects 3D glow/Saber rectangular clipping, subtitle-subject occlusion, spatial saliency center, and NIMA aesthetic score (1-10).

Input Schema

NameRequiredDescriptionDefault
imagePathYesAbsolute path to the rendered frame image (.png or .jpg)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.1.0

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. It discloses the bundled FastSal-NIMA-Lite model, the luminance-cliff detector, and the four detection targets, but it does not state that the operation is read-only, describe side effects or failure modes, or explain the return format. It does not contradict any annotations.

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 that immediately names the action and resource, then lists the analyses performed. It is dense with model jargon but every clause earns its place by naming a detector or detection target; slight structural separation would improve readability, but it is not bloated.

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?

This is a complex inspection tool with no annotations and no output schema, so the description should ideally explain return structure and operational constraints. It does list the detection targets and the NIMA score range, which helps an agent understand the purpose, but it omits the shape of the results, thresholds, and whether the operation is purely read-only. It is adequate for invocation but incomplete for interpreting results.

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 description coverage is 100% for the single imagePath parameter, and the schema already documents that it is an absolute path to a .png or .jpg frame. The description adds 'rendered After Effects frame' context but no additional path syntax, constraints, or alternatives beyond the schema. With the schema doing the heavy lifting, a baseline 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 gives a specific verb and resource: inspect a rendered After Effects frame (.png, .jpg). It clearly distinguishes this from sibling tools by focusing on frame-level visual inspection using a saliency/aesthetic model and boundary detector, and it names the concrete signals it returns.

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?

The context is clear enough to infer usage: inspect a rendered frame for clipping, occlusion, saliency, and aesthetic score. However, it never states when to choose this over siblings such as evaluateVideoWithDOVER or fixLayerGlowAndBoundsClipping, nor does it give exclusions or prerequisites. Usage is implied rather than explicitly guided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.