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Upload Document

upload_document

Upload a document to enable AI agent simulations that predict community responses. Accepts PDF, Markdown, or text files up to 10MB and returns a document ID for simulation creation.

Instructions

Upload a document for use in simulations. LIMITS: Max 10MB, PDF/MD/TXT only. The server extracts text server-side (PyMuPDF for PDFs). Returns a document_id to pass to create_simulation. NOTE: Only works with local file paths (stdio transport). For remote/hosted mode, the client skill uploads via HTTP instead.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_pathYesAbsolute path to the file to upload. Supported: PDF, MD, TXT. Max 10MB. Rejects binary files and unsupported formats.
Behavior4/5

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

Beyond annotations (readOnlyHint=false), the description discloses server-side text extraction (PyMuPDF for PDFs), return of a document_id, and limits. No contradictions found.

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?

Concise, front-loaded purpose, two sentences with all critical details (limits, behavior, sibling context). No redundant information.

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

Completeness4/5

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

Given no output schema and good annotations, the description covers purpose, usage constraints, processing behavior, and relationship to create_simulation. Minor gaps in error handling but complete for typical usage.

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 already provides detailed descriptions for file_path. The description reiterates constraints but adds no new parameter meaning beyond the schema.

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 'Upload a document for use in simulations' with a specific verb and resource, and distinguishes from sibling tools by noting it returns a document_id for create_simulation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly provides size and format limits (Max 10MB, PDF/MD/TXT only), and specifies transport dependency ('only works with local file paths... For remote/hosted mode, the client skill uploads via HTTP'), guiding when to use and when not.

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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