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reload_data

DestructiveIdempotent

Reload a dataset from disk to reflect external script modifications. Provide the data ID to sync the latest changes into the analysis session.

Instructions

Reload dataset from disk after external script modifications.

Args:
    data_id: Dataset ID to reload (must exist in MCP memory)
    path: Custom path (default: ~/.chatspatial/active/{data_id}.h5ad)

Returns:
    Summary of reloaded dataset

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathNo
data_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare destructive and idempotent hints; description adds prerequisite (must exist in MCP memory) and default path behavior. No contradiction; adds useful context.

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?

Compact with Args/Returns sections; every sentence provides necessary detail, no redundancy.

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?

Covers purpose, parameters, return, and prerequisite. With output schema and annotations present, description is sufficient, though it could explicitly state the destructive overwrite behavior.

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

Parameters5/5

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

Schema has no descriptions (0% coverage); description explains both data_id (must exist in memory) and path (custom path with default), fully compensating.

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?

Clearly states 'Reload dataset from disk after external script modifications' - a specific verb, resource, and context. Distinguishes from load_data by emphasizing reloading after modifications.

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

Usage Guidelines4/5

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

Implies usage after external script modifications, which is a clear context, but doesn't explicitly name alternatives or exclusions. Provides enough to know when to apply.

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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