v12-dfs

agent_guide

Agent Guide

Self-serve onboarding: connect any agent (Claude/MCP or REST) to drive the V12 motor, the same engine the dashboard agent uses. No auth. Returns copy-paste MCP + REST config with a PLACEHOLDER key, the endpoint map, and the generate body fields. Operators: issue each user their OWN key via POST /v1/admin/create-key — never share one key.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "agent_guide"
  }
}

Input Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

First observedJun 17, 2026

TDQS

A4/5.0

Behavior4/5

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

No annotations are provided, so the description carries the burden. It discloses that no authentication is required, returns a placeholder key (not a real key), and lists response contents. However, it does not mention error handling, idempotency, or potential prerequisites beyond the key issuance note. Overall adequate for a simple read-only config tool.

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 front-loaded with the main purpose, but includes a redundant 'Responses' section that merely states '200: Successful Response' and 'Content-Type: application/json', which adds no value. This verbosity could be trimmed without losing meaning.

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 zero parameters and no output schema, the description provides sufficient context: what the tool does, what it returns (config with placeholder key, endpoint map, generate body fields), and an operational note about key management. It covers the essential aspects for an agent to decide to use it.

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 input schema has zero parameters, so the baseline is 4. The description adds no parameter specifics because none exist, and it does not need to compensate for missing schema detail since the schema is fully covered.

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: self-serve onboarding to connect an agent to the V12 motor, returning copy-paste MCP and REST config. It differentiates from siblings like 'betting_agent_guide' by specifying it is for connecting any agent rather than a betting-specific agent.

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 implies usage for initial setup ('Self-serve onboarding') and mentions an operational follow-up ('issue each user their OWN key via POST /v1/admin/create-key'), but does not explicitly state when to use this tool vs alternatives or provide exclusions. The guidance is implicit, not 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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