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pip_sync

Destructive

Synchronize a Python environment to exactly match a requirements file, automatically installing and removing packages.

Instructions

Synchronize an environment to a requirements file.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
requirements_fileYesRequirements file to install.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

The description mentions 'synchronize' but does not disclose that this may uninstall packages not in the requirements file or modify the environment in other ways. The destructiveHint annotation already signals danger, but the description adds little beyond that, failing to explain what gets destroyed.

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 a single, direct sentence with no superfluous words. It is appropriately sized for a simple tool and front-loads the core action effectively.

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?

Despite the presence of a destructive annotation and output schema, the description is too thin for safe autonomous use. It does not explain what 'synchronize' entails (e.g., removing extra packages), nor does it offer any usage context, making it insufficiently complete for a destructive operation.

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 fully describes the single parameter (requirements_file) with 'Requirements file to install.' The tool description adds no extra semantics beyond the schema, so the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('synchronize') and resource ('environment to a requirements file'), clearly indicating the tool's function. However, it does not differentiate from sibling tools such as 'sync' or 'pip_install', so it misses the highest mark.

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?

There is no guidance on when to use pip_sync versus alternatives like pip_install, pip_uninstall, or pip_compile. The description provides no context for tool selection, leaving the agent to infer usage.

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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