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orchestrate_emergent

orchestrate_emergent

Create orchestration chains for operations by detecting emergent patterns in server interactions, analyzing coupling relationships, and suggesting optimal next actions based on system coherence.

Instructions

Prototype: Create an emergent orchestration chain for an operation (ports resonance-bridge)

Input 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 carries the full burden of behavioral disclosure. It states 'Create' which implies a write/mutation operation, but does not specify permissions needed, side effects, or what 'prototype' entails (e.g., is it experimental, reversible, or has rate limits?). The description lacks critical behavioral details for a tool that appears to create something.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that is concise but under-specified. While it avoids unnecessary words, it fails to provide essential context, making it inefficient in conveying purpose. The term 'Prototype:' at the start adds some structure but doesn't justify the lack of clarity in the rest of the description.

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?

Given the complexity suggested by terms like 'emergent orchestration chain' and the lack of annotations and output schema, the description is incomplete. It does not explain what the tool returns, how it interacts with siblings, or what 'ports resonance-bridge' means. For a tool with no structured data to rely on, this description leaves too many gaps for effective use.

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 0 parameters with 100% schema description coverage, so no parameter documentation is needed. The description does not add parameter semantics, but this is acceptable since there are no parameters to explain. A baseline score of 4 is appropriate as the description doesn't need to compensate for any parameter gaps.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Create an emergent orchestration chain for an operation (ports resonance-bridge)' restates the tool name 'orchestrate_emergent' with minimal elaboration. It uses vague terms like 'emergent orchestration chain' and 'ports resonance-bridge' without clarifying what these mean or what specific resource is being acted upon. This is a tautology that provides little more than the name itself.

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 its 11 siblings (e.g., balance_load, detect_emergent_patterns, resonate). The description mentions 'ports resonance-bridge' but does not explain how this relates to alternative tools or in what context this tool should be preferred. Without any usage context, the agent must guess based on the ambiguous description.

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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