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jpeg_comment

Extract and analyze JPEG comment markers to detect hidden data patterns, large comments, and high-entropy content that may indicate steganographic payloads.

Instructions

Extract and analyze JPEG COM (comment) markers. Checks for hidden data patterns, unusually large comment segments, and high-entropy content that could indicate steganographic payloads concealed in comment fields.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_pathYesPath to JPEG file for comment analysis
Behavior3/5

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

With no annotations provided, the description offers partial behavioral context (checks for hidden data, large segments, high entropy), but lacks details on read-only status, error handling, or output format.

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?

The description is two sentences, front-loading the core action, with no superfluous words.

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?

The description covers purpose and analysis targets but lacks details on return values, which is significant given no output schema.

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 coverage is 100% and the description adds no extra meaning beyond the schema's parameter description, resulting in baseline score.

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 tool extracts and analyzes JPEG COM markers for steganographic payloads, specifying a unique verb-resource combination that distinguishes it from sibling tools like jpeg_exif_deep or jpeg_structure.

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 implies usage when steganography in JPEG comments is suspected, but does not explicitly compare with siblings or state when to avoid using this tool.

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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