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axis_spark_to_swarm

Turn any goal into a full executable multi-agent workflow plan. Plain English in — structured plan out. Zambo handles strategy, x711.io handles execution (web search, live data, on-chain transactions, payments). Returns agent roles, tool assignments, and the full execution sequence. Best first Axis tool for any new workflow.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalYesYour goal in natural language — any domain
depthNoquick (3 steps) or full (multi-phase)

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool returns a plan (agent roles, tool assignments, execution sequence) and mentions the underlying services (Zambo for strategy, x711.io for execution). However, it does not explicitly state whether the tool is read-only or destructive, nor does it mention authentication, rate limits, or error conditions. This is adequate but leaves gaps in safety and side-effect awareness.

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 at four sentences, front-loading the core action in the first sentence. Each sentence adds distinct information: purpose, format, service providers, return content, and usage recommendation. However, the second sentence ('Plain English in — structured plan out') is somewhat redundant with the first, preventing a perfect 5.

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 moderate complexity and no output schema, the description covers the main aspects: what the tool does, what input it expects, what it returns (agent roles, tool assignments, execution sequence), and when to use it (first Axis tool for new workflows). Missing are edge cases (e.g., invalid goals, rate limits, or how to execute the resulting plan), but the agent can infer basic usage. The description is sufficiently informative for an agent to 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?

The input schema covers both parameters (goal and depth) with descriptions, achieving 100% coverage. The description adds minimal value beyond the schema: it reiterates the format ('Plain English in — structured plan out') and mentions the depth options ('quick (3 steps) or full (multi-phase)'), but these are already present in the schema. Therefore, the description does not significantly enhance parameter understanding.

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's purpose: 'Turn any goal into a full executable multi-agent workflow plan.' It specifies input (plain English) and output (structured plan with agent roles, tool assignments, execution sequence). It also positions itself as the 'best first Axis tool,' distinguishing it from sibling tools. However, it does not explicitly contrast with specific siblings like zambo_swarm or axis_swarm_pattern, so it stops short of a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides usage context: it is the 'best first Axis tool for any new workflow.' This implies it should be used first when starting a new workflow, but it does not explicitly state when not to use it or list alternative tools (e.g., zambo_swarm for execution, axis_swarm_pattern for patterns). No prerequisites or exclusions are given, leaving the agent to infer appropriate use.

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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TDQS

A3.5/5.0
Disambiguation3/5

Many tools have distinct purposes, but there are several overlapping or redundant tools (e.g., leadsignal vs leadsignal_generate, multiple code audit tools, multiple trading proposal/journal tools, and several 'universal' entry points like zambo_help, zambo_ask, zambo_universal). Descriptions help, but the volume creates ambiguity.

Naming Consistency3/5

Naming conventions vary across prefixes (zambo_, zambot_, axis_, presence_, trading_, etc.), with some tools using single words (weather, translate) and others using verb_noun patterns. Aliases like leadsignal_generate for leadsignal break consistency. While prefixes provide some grouping, the overall pattern is mixed.

Tool Count2/5

125 tools is excessive for a single MCP server, even if the server aims to be a universal stack. This makes it overwhelming for agents to navigate and increases the likelihood of misselection. Many tools could be split into domain-specific servers.

Completeness5/5

The tool surface is extraordinarily comprehensive, covering agent identity, cross-layer orchestration, code analysis, content generation, legal scanning, lead generation, trading, on-chain data, and more. Nearly any common agent task is supported with multiple tools, leaving few obvious gaps.

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