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Framework Overview

get_framework_overview
Read-onlyIdempotent

Returns the AI Capability Rollout Framework's three phases, four capability pillars, positioning, the recommended offer and the Discord community. Use it to explain what the framework is. It does not return prices or the FAQ. To check readiness, use assess_ai_readiness.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world, so the safety profile is covered. The description adds genuine scope context by naming what is returned and what is deliberately excluded (prices, FAQ), which helps an agent avoid a wasted call. It stops short of describing return structure, but for a static read-only tool that gap is minor.

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?

Three tight sentences: payload, intended use, and boundaries/alternative. The highest-value information (what it returns) is front-loaded and there is no filler.

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

Completeness5/5

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

With no output schema and no parameters, the description carries the burden of telling the agent what comes back, and it does so by enumerating the payload components. Combined with the explicit exclusions and sibling pointer, an agent has everything needed to call it correctly.

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 takes zero parameters, so the schema-baseline of 4 applies and there is no parameter syntax for the description to compensate for. The description correctly spends no words on inputs.

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?

States a specific verb (Returns) plus the exact resource and enumerates its payload: three phases, four capability pillars, positioning, recommended offer, Discord community. This is far more specific than the title alone and clearly distinguishes it from siblings like get_pricing or get_faq.

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

Usage Guidelines5/5

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

Gives explicit when-to-use ("Use it to explain what the framework is"), explicit exclusions ("does not return prices or the FAQ"), and names the alternative with its triggering condition ("To check readiness, use assess_ai_readiness"). Nothing is left to inference.

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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