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Assess prediction and tradition readiness

assess_prediction_readiness
Read-onlyIdempotent

Reports independent readiness gates for calculations, executable rules, worked examples, practitioner review and outcome calibration. It explicitly reports Lal Kitab as source-only until a dedicated reviewed engine exists.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
gatesYes
safetyYes
decisionYes
traditionsYes
overallStatusYes
schemaVersionYes
recommendedMcpBuildOrderYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered. The description still adds real behavioral value beyond the annotations by disclosing that the gates are independent and, notably, that Lal Kitab is reported as source-only until a dedicated reviewed engine exists – a substantive caveat about the tool's output.

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?

Two tight sentences with zero filler. The enumeration of the readiness domains is front-loaded, and the Lal Kitab caveat is appended as a distinct, clearly-scoped fact rather than buried in prose.

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?

With an output schema present, the description is not obligated to explain return values, and with no parameters and full annotation coverage the remaining burden is light. It is nearly complete, but a brief note on when this readiness check should be run relative to the validation siblings would close the one real gap.

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 per the rubric the baseline is 4. Nothing in the description is needed to clarify inputs, and it correctly does not waste space restating a nonexistent parameter set.

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 names a specific verb (reports) and a specific resource (independent readiness gates) and enumerates the five domains assessed: calculations, executable rules, worked examples, practitioner review, and outcome calibration. This distinguishes it reasonably well from generic siblings like get_validation_report, though it never explicitly contrasts itself with get_synthesis_validation_status or knowledge_status, which an agent might confuse it with.

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 explicit guidance on when to call this tool versus the many similar-sounding readiness/validation siblings (get_synthesis_validation_status, get_validation_report, get_marriage_readiness, knowledge_status). No prerequisites or exclusions are stated; the agent must infer usage purely from the name and the list of gates.

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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