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Analyze GIF application extensions to identify anomalies or hidden data payloads within NETSCAPE and other extension blocks.

Instructions

Analyze GIF application extensions. Inspects NETSCAPE and other application extension blocks for anomalies or hidden data payloads.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_pathYesPath to GIF image file
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavioral traits. It only states 'Analyze' and 'Inspects,' implying a read-only operation, but does not explicitly confirm non-destructiveness, permission requirements, or any side effects. The description is insufficient to fully inform an agent about the tool's behavior, such as whether it modifies the file or requires specific access.

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 extremely concise with two sentences, no fluff, and front-loads the core purpose. Every sentence is meaningful and directly related to the tool's function.

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?

Given the lack of output schema and the specific domain (GIF steganography), the description is incomplete. It does not describe the output format or what anomalies or hidden data payloads might look like. For a tool with a single parameter and no schema to describe returns, the description should provide more context on what the agent can expect after invocation.

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% with one required parameter 'file_path' described as 'Path to GIF image file.' The description adds no extra semantics beyond the schema, such as path format, size limits, or file type restrictions. Baseline of 3 is appropriate since the schema already covers the parameter, but the description provides minimal additional value.

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 analyzes GIF application extensions, specifically NETSCAPE and other blocks, for anomalies or hidden data. The verb 'Analyze' and 'Inspects' combined with the specific resource 'GIF application extensions' makes the purpose precise and distinguishable from sibling tools like gif_comment (which analyzes comments) or gif_structure (which analyzes overall structure).

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 description implies usage for analyzing application extensions but does not explicitly state when to use this tool over siblings like gif_comment or gif_palette. It lacks when-not-to-use clauses or alternatives, providing only implicit guidance. For a tool with many siblings, more explicit differentiation would improve the score.

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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