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autonomous_universal_agent_meta_orchestrator

Read-only

Autonomous 1-Shot Universal Super Gateway: Dynamically routes and executes multi-step objectives across all 20 specialized domains (Web, Crypto, DevOps, SEO, Auth, RAG, SQL, Security, ReleaseOps).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
universal_task_objectiveYesHigh-level goal or task to execute across the suite

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
successYesWhether execution succeeded
monetizationNoCreator support and license info

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior1/5

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

Annotations declare readOnlyHint=true, yet the description promises an 'Autonomous' agent that 'executes multi-step objectives' across DevOps, ReleaseOps, Crypto, and Security domains - work that inherently mutates external state. That is a direct conflict with the read-only annotation. No execution limits, timeout, cost, or failure behavior for a '1-shot' orchestration is disclosed either.

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?

It is a single front-loaded sentence with no filler sentences, which is structurally efficient. But the space it does use is spent on redundant boastful modifiers ('Autonomous 1-Shot Universal Super') that carry no selection-relevant information, so the sentence does not fully earn its place.

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?

An output schema exists, so return values need not be described. Still, for a tool this broad and consequential, the definition omits routing logic, scope boundaries versus siblings, side effects, and any notion of what happens on partial failure - the agent cannot safely decide to invoke it.

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?

There is a single parameter and its schema description ('High-level goal or task to execute across the suite') already has 100% coverage. The description adds no format, granularity, or example guidance for universal_task_objective beyond restating 'multi-step objectives', so it does not improve on the schema.

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

Purpose3/5

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

The description does contain a verb-and-resource ('routes and executes multi-step objectives') plus a scope claim ('across all 20 specialized domains'), so the general purpose is discernible. However, it is buried in marketing superlatives ('Autonomous 1-Shot Universal Super Gateway') and it never distinguishes itself from the clearly overlapping sibling omni_gateway_route, leaving an agent unable to tell the two apart.

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?

There is no guidance on when to pick this tool over omni_gateway_route, quick_ai_and_growth_toolbox, or quick_developer_toolbox, nor any stated prerequisites, exclusions, or preconditions. The reader is told what the tool claims to be, not when to reach for it.

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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