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colab_sessions

List live Google Colab sessions and reconcile stale entries to maintain accurate tracking.

Instructions

List tracked/live sessions. If stale, reconcile it; do not trust its runtime files.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It reveals that sessions may be stale and that runtime files should not be trusted—useful caveats that go beyond a simple list operation. It does not cover other traits like auth or rate limits, but for a read-only listing tool, this is sufficient.

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 two sentences with no wasted words. It front-loads the core action ('List tracked/live sessions') and includes a concise, actionable warning in the second sentence.

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

Completeness5/5

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

For a zero-parameter tool with an output schema, the description covers all necessary operational knowledge: what it does, how to handle stale results, and a warning about file trust. No important gaps remain.

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

Parameters4/5

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

The tool has zero parameters, so the description need not explain any. The baseline for 0 params is 4, and the description does not attempt to invent parameter details, which 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 the action (List) and resource (tracked/live sessions), making the tool's purpose unambiguous. The phrase 'tracked/live sessions' adds specificity that distinguishes it from other colab tools like process lists or file operations.

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?

The description provides clear operational guidance: if sessions are stale, reconcile them and do not trust runtime files. It implies when to use the tool (as a session listing step) and what to do next, though it does not explicitly name an alternative tool for reconciliation.

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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