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yinshaojun001

ProjectBrain

projectbrain_import_project

Import CodeGraph facts from a local repository into your local ProjectBrain store. Operates on local files only, with no source code upload.

Instructions

Import CodeGraph facts from a local repository into the local ProjectBrain store. Runs only on local files and does not upload source code.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYes
project_pathYes
nameNo
experience_seedNo
path_prefixesNo
kindsNo
node_limitNo
edge_limitNo
Behavior2/5

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

Without annotations, description carries full burden. It mentions only that it runs on local files and does not upload source code, but lacks details on error handling, overwrite behavior, or other side effects.

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

Conciseness3/5

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

Two sentences, front-loaded with key information, but omits essential parameter details.

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

Completeness1/5

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

Given 8 parameters, no output schema, and no annotations, the description is severely incomplete. It lacks details on return values, side effects, and parameter usage.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% and the description provides no explanation for any of the 8 parameters, including required ones like project_id and project_path.

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 clearly states it imports CodeGraph facts from a local repository into the ProjectBrain store, with a specific verb and resource. It distinguishes itself from siblings by focusing on importing projects, not adding claims or other operations.

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 vs alternatives like projectbrain_context_pack or projectbrain_list_projects. No prerequisites or exclusions mentioned.

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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