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discover_subcontracting_network

Identify subcontracting patterns where a resource briefly hands off work to another and resumes. Returns a directed network of handoff edges from event logs.

Instructions

Discover the subcontracting network.

An edge A → B means: A did something, then within n events B did something, then A resumed. Captures "A hands off briefly to B and takes over again" patterns.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nNo
log_idYes
resource_keyNoorg:resource

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description must fully disclose behavior. It explains the edge semantics but does not state that the tool is read-only, what output is returned, or any side effects. Minimal disclosure.

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?

Two sentences, no redundant information. Efficiently defines the concept and the edge meaning without fluff.

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

Completeness2/5

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

With three parameters and no parameter descriptions, the tool is incomplete for an agent to use correctly. The output schema exists but is not described. Lack of usage guidance also harms completeness.

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%. The description does not explain any of the three parameters (n, log_id, resource_key). The mention of n in the edge definition is implicit, not as a parameter.

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 verb 'discover' specifies the action, and 'subcontracting_network' is the resource. The edge definition clearly explains what A → B means (handoff within n events), differentiating it from sibling network discovery tools like discover_handover_network.

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 versus alternatives. It does not mention that this is for patterns of brief handoffs, nor does it contrast with other network discovery tools.

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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