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recipes_agentic_readiness_scorecard

Return generated scale, pilot, gate, or block decisions for agentic workflows.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
decisionNo
workflow_idNo
minimum_scoreNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

With no annotations, the description must carry the full behavioral burden. It only says the tool returns generated decisions; it does not disclose whether the call has side effects, how the decision categories are derived, whether this is read-only, or how the output schema relates to the decision value.

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 a single front-loaded sentence with no filler. It is appropriately brief, though its brevity comes at the cost of useful parameter and usage detail.

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?

The tool has three optional parameters and no annotations, but the description provides no context about how to construct a valid request or which decision tiers map to which inputs. The presence of an output schema covers return values, but not invocation semantics.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, yet the description mentions none of the three parameters (decision, workflow_id, minimum_score). An agent cannot infer what values these optional parameters expect, so the description fails to compensate for the missing schema documentation.

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 uses a clear verb ('Return') and identifies the resource: generated scale, pilot, gate, or block decisions for agentic workflows. It conveys the essential function but does not explicitly differentiate it from the many sibling readiness and recipe tools.

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 given about when to invoke this tool versus alternatives such as recipes_agentic_assurance_pack or recipes_workflow_control_plane. The intended context is only implicit in the term 'readiness scorecard,' so an agent cannot tell if it should call this tool before or after other steps.

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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