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infer_session_mode

Analyze tool usage patterns to determine the current session mode (AGENT, ASK, or MANUAL) with a confidence score. Optionally force recomputation of the result.

Instructions

[HINT: Session mode inference. Returns AGENT/ASK/MANUAL with confidence.]

Infer current session mode from tool patterns.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
force_recomputeNoIf True, recompute even if recent result exists

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations, the description carries full burden. It discloses return values (AGENT/ASK/MANUAL with confidence) and implies a read-only operation via 'infer'. However, it does not explain how tool patterns are used, potential side effects, or authorization requirements, leaving gaps.

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 concise (two sentences plus a hint) with no wasted words. The hint line may be extraneous, but overall it is efficiently structured and front-loaded with the key purpose.

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

Completeness3/5

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

Given the tool's simplicity (one parameter, clear output schema), the description covers the basic purpose. However, it lacks context on how tool patterns are derived, confidence interpretation, and when to use the force_recompute parameter, leaving it partially 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?

Schema coverage is 100% with a single boolean parameter 'force_recompute' described in the schema. The description adds no additional information about this parameter, so it meets the baseline but does not enhance understanding beyond the schema.

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 the tool infers session mode and returns AGENT/ASK/MANUAL with confidence. It uses a specific verb-resource pair ('infer current session mode') and distinguishes from siblings like 'session' or 'workflow_mode' by focusing on inference from tool patterns, though not explicitly compared.

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 on when to use this tool versus alternatives like 'session' or 'workflow_mode'. The description does not mention prerequisites, context, or exclusions, leaving the agent without decision support for tool selection.

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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