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ateam_test_pipeline

Test a skill's intent detection and planning pipeline without executing tools. Returns intent classification, first planned action, and timing to debug misclassification or wrong planning.

Instructions

Test the decision pipeline (intent detection → planning) for a skill WITHOUT executing tools. Returns intent classification, first planned action, and timing. Use this to debug why a skill classifies intent incorrectly or plans the wrong action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
solution_idYesThe solution ID
skill_idYesThe skill ID to test
messageYesThe test message to classify and plan for
Behavior4/5

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

With no annotations, the description fully carries the burden of behavioral disclosure. It clearly states that the tool does not execute tools and returns specific information (intent classification, first action, timing). This is good transparency for a test tool, though it could mention any side effects (likely none).

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: the first covers the purpose and behavior, the second gives usage guidance. It is front-loaded and every sentence adds value without unnecessary detail.

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?

Given the tool's complexity (testing a multi-step pipeline), the description covers the core purpose, inputs (schema handles the rest), and outputs (returns classification, action, timing). With no output schema, the description adequately explains return values. It lacks mentions of authentication or prerequisites, but these may be assumed or handled globally.

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 description coverage is 100%, so the schema already documents all three parameters with descriptions. The description adds no additional parameter information beyond what is in the schema. Baseline score of 3 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 tool's purpose: testing the decision pipeline without executing tools. It specifies the outputs (intent classification, first planned action, timing) and distinguishes it from execution tools by emphasizing the non-execution aspect.

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 explicit guidance on when to use this tool: 'Use this to debug why a skill classifies intent incorrectly or plans the wrong action.' It does not mention when not to use it or alternative tools among the siblings, but the context is clear.

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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