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yaaif

@yaaif/platform-mcp

by yaaif

yaaif_skill_develop

Run local skill development tasks for AI agents on the YAAIF platform, using agent and session IDs with custom arguments to create and refine skills.

Instructions

Run platform skill_develop local tool.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_idNo
argumentsNo
session_idNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.3.5

TDQS

D1.3/5.0
Behavior1/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It only states 'Run', implying execution, but gives no information about side effects, required permissions, reversibility, return values, or error behavior. This is grossly insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short but not effectively concise; it omits essential information. While it has no filler, it is under-specified to the point of being useless, so it fails the conciseness test.

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

Completeness1/5

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

Given three parameters, no schema descriptions, no annotations, and no output schema, the description is completely inadequate. An agent cannot determine what this tool does, how to call it, or what to expect. It is nowhere near complete.

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%, so the description must explain the parameters. It mentions none of the three parameters (agent_id, arguments, session_id), leaving agents with no clue about their purpose, format, or optionality. The description adds zero value beyond the bare schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Run platform skill_develop local tool' names the tool and a verb but does not explain what skill_develop does or what it means to 'develop' a skill. It is nearly a restatement of the tool name and does not differentiate from siblings like yaaif_skill_create or yaaif_skill_validate.

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

Usage Guidelines1/5

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

There is no guidance on when to use this tool versus any alternative. The description provides no context about prerequisites, intended use cases, or relationships to other tools.

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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