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scrape_pdf

Extract text, code, and images from PDF documents to create AI skills for Claude.

Instructions

Scrape PDF documentation and build Claude skill. Extracts text, code, and images from PDF files.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
config_pathNo
pdf_pathNo
nameNo
descriptionNo
from_jsonNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

With no annotations, the description partially discloses behavior (extracts text, code, images) and mentions building a Claude skill, but does not explain side effects, permission needs, or return format. It provides some transparency but is insufficient.

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 concise (two sentences) and front-loaded with the core action. No unnecessary words or repetition. Highly efficient.

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 tool has 5 parameters, no annotations, and an output schema, the description is incomplete. It fails to explain how to use parameters, what the output contains, or how the skill-building process works. Much context is missing.

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?

All 5 parameters are optional and only defined by type (string/null). The description provides no explanation of config_path, pdf_path, name, description, or from_json. With 0% schema coverage, the description fails to add meaning.

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 scrapes PDF documentation and builds a Claude skill, specifying extraction of text, code, and images. It uses specific verb+resource and distinguishes from sibling scraping tools by focusing on PDFs.

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?

No guidance on when to use this tool versus alternatives like scrape_docs, scrape_generic, or scrape_video. The description lacks context on prerequisites, limitations, or when not to use.

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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