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PAIDEIA__grade_pdf

OCR a handwritten answer PDF into a markdown file with a confidence tier. Specify the PDF path; optionally override the OCR engine.

Instructions

PAIDEIA namespace alias for grade_pdf. Use this exact name when Alt searches for PAIDEIA__grade_pdf. OCR a single hand-written answer PDF into answers/converted/.md with a confidence tier.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesAnswer PDF path. Absolute, or relative to project_root (typically answers/<stem>.pdf).
engineNoOverride the OCR engine. When omitted, falls back to .course-meta OCR_ENGINE, then to qwen3-vl.
project_rootNoAbsolute path to the course project root. Defaults to the server's CWD when omitted; set this explicitly if the user has cd'd between courses within the same Codex session.
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It clearly states the tool's behavior: OCRs a PDF to a specific path with a confidence tier. However, it does not disclose potential side effects or failure modes.

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 (44 words across two sentences), front-loaded with the alias info, and the functional statement is direct and clear.

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 tool has no output schema, and the description mentions a 'confidence tier' but does not specify the return value or format. This leaves some ambiguity about what the agent should 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?

The input schema already has 100% parameter descriptions. The description adds no new parameter details beyond what the schema provides, so 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 clearly states that this tool OCRs a single hand-written answer PDF into a specific markdown file with a confidence tier. It also distinguishes itself as a namespace alias for grade_pdf.

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 as an alias when 'Alt searches' for this tool, but it does not provide explicit when-to-use or when-not-to-use guidance, nor does it reference alternatives beyond the sibling grade_pdf.

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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