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pip_install

Installs Python packages using uv pip, with support for specifying an exact version and choosing a target virtual environment.

Instructions

Install a package using uv pip.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
versionNoOptional exact version.
venv_pathNoOptional target virtual environment.
package_nameYesPackage name.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior1/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It gives zero information about side effects (e.g., environment modification), permissions, network requirements, or error behavior. It essentially restates the tool name.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no filler, making it very concise. However, it is so minimal that it borders on under-specification, though this is acceptable given the schema's completeness.

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?

The presence of an output schema and well-defined input schema helps, but the description lacks essential usage context, behavioral details, and side-effect warnings. For a mutation tool with no annotations, this is incomplete.

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 has 100% coverage with descriptions for all three parameters (package_name, version, venv_path), so the baseline is 3. The tool description adds no additional parameter meaning beyond what the schema already provides.

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 identifies the action ('Install') and the resource ('a package using uv pip'), which distinguishes it from sibling tools like pip_uninstall or pip_list. It is specific and matches the tool name without being tautological.

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 is provided about when to use this tool versus alternatives such as `add`, `sync`, or `pip_compile`. The description only states the basic action without any context, prerequisites, or exclusions.

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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