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business_90_day_growth_plan

Read-onlyIdempotent

Generate the book's three-month post-launch goals, milestones, KPIs and review gates. When: Use when an agent needs the Creative Techno book framework for business 90 day growth plan. Selection: specialized; prefer for Use when an agent needs the Creative Techno book framework for business 90 day growth plan.. Input is a strict JSON object; see the schema. Price: $0.40 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Input Schema

NameRequiredDescriptionDefault
languageNoen

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • removedOutput schema / additionalProperties
      Removed value: -false
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "frameworkSource": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "edition": {
      +            "const": "2026",
      +            "type": "string"
      +          },
      +          "publisher": {
      +            "const": "Creative Techno",
      +            "type": "string"
      +          },
      +          "title": {
      +            "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "publisher",
      +          "title",
      +          "edition"
      +        ],
      +        "type": "object"
      +      },
      +      "language": {
      +        "enum": [
      +          "ar",
      +          "en"
      +        ],
      +        "type": "string"
      +      },
      +      "result": {
      +        "additionalProperties": {},
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      }
      +    },
      +    "required": [
      +      "frameworkSource",
      +      "language",
      +      "result"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "nextAction": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "instruction": {
      +            "type": "string"
      +          },
      +          "target": {
      +            "enum": [
      +              "x402_endpoint",
      +              "mcp_credits_endpoint",
      +              "payment_endpoint",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          },
      +          "type": {
      +            "enum": [
      +              "pay_and_retry",
      +              "authorize_and_use_mcp_credits",
      +              "payment_unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "type",
      +          "target",
      +          "instruction"
      +        ],
      +        "type": "object"
      +      },
      +      "payment": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "endpoint": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "method": {
      +            "const": "POST",
      +            "type": "string"
      +          },
      +          "retrySameBody": {
      +            "const": true,
      +            "type": "boolean"
      +          }
      +        },
      +        "required": [
      +          "endpoint",
      +          "method",
      +          "retrySameBody"
      +        ],
      +        "type": "object"
      +      },
      +      "paymentGuidance": {},
      +      "preview": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "fullResultAvailable": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "inputAccepted": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "useCases": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "inputAccepted",
      +          "fullResultAvailable",
      +          "summary",
      +          "useCases"
      +        ],
      +        "type": "object"
      +      },
      +      "price": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "amount": {
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "currency": {
      +            "type": "string"
      +          },
      +          "protocol": {
      +            "enum": [
      +              "x402",
      +              "api_credits",
      +              "subscription",
      +              "l402",
      +              "mpp",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "amount",
      +          "currency",
      +          "protocol"
      +        ],
      +        "type": "object"
      +      },
      +      "requestId": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "payment_required",
      +        "type": "string"
      +      },
      +      "tool": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "tool",
      +      "requestId",
      +      "price",
      +      "preview",
      +      "payment",
      +      "nextAction"
      +    ],
      +    "type": "object"
      +  }
      +]
    • removedOutput schema / properties
      Removed value: -{
      -  "frameworkSource": {
      -    "additionalProperties": false,
      -    "properties": {
      -      "edition": {
      -        "const": "2026",
      -        "type": "string"
      -      },
      -      "publisher": {
      -        "const": "Creative Techno",
      -        "type": "string"
      -      },
      -      "title": {
      -        "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "publisher",
      -      "title",
      -      "edition"
      -    ],
      -    "type": "object"
      -  },
      -  "language": {
      -    "enum": [
      -      "ar",
      -      "en"
      -    ],
      -    "type": "string"
      -  },
      -  "result": {
      -    "additionalProperties": {},
      -    "propertyNames": {
      -      "type": "string"
      -    },
      -    "type": "object"
      -  }
      -}
    • removedOutput schema / required
      Removed value: -[
      -  "frameworkSource",
      -  "language",
      -  "result"
      -]
  2. Changed4 schema fields changed
    • addedOutput schema / additionalProperties
      Added value: +false
    • removedOutput schema / anyOf
      Removed value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "frameworkSource": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "edition": {
      -            "const": "2026",
      -            "type": "string"
      -          },
      -          "publisher": {
      -            "const": "Creative Techno",
      -            "type": "string"
      -          },
      -          "title": {
      -            "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "publisher",
      -          "title",
      -          "edition"
      -        ],
      -        "type": "object"
      -      },
      -      "language": {
      -        "enum": [
      -          "ar",
      -          "en"
      -        ],
      -        "type": "string"
      -      },
      -      "result": {
      -        "additionalProperties": {},
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      }
      -    },
      -    "required": [
      -      "frameworkSource",
      -      "language",
      -      "result"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "nextAction": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "instruction": {
      -            "type": "string"
      -          },
      -          "target": {
      -            "enum": [
      -              "x402_endpoint",
      -              "mcp_credits_endpoint",
      -              "payment_endpoint",
      -              "unavailable"
      -            ],
      -            "type": "string"
      -          },
      -          "type": {
      -            "enum": [
      -              "pay_and_retry",
      -              "authorize_and_use_mcp_credits",
      -              "payment_unavailable"
      -            ],
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "type",
      -          "target",
      -          "instruction"
      -        ],
      -        "type": "object"
      -      },
      -      "payment": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "endpoint": {
      -            "type": [
      -              "string",
      -              "null"
      -            ]
      -          },
      -          "method": {
      -            "const": "POST",
      -            "type": "string"
      -          },
      -          "retrySameBody": {
      -            "const": true,
      -            "type": "boolean"
      -          }
      -        },
      -        "required": [
      -          "endpoint",
      -          "method",
      -          "retrySameBody"
      -        ],
      -        "type": "object"
      -      },
      -      "paymentGuidance": {},
      -      "preview": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "fullResultAvailable": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "inputAccepted": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "summary": {
      -            "type": "string"
      -          },
      -          "useCases": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "required": [
      -          "inputAccepted",
      -          "fullResultAvailable",
      -          "summary",
      -          "useCases"
      -        ],
      -        "type": "object"
      -      },
      -      "price": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "amount": {
      -            "minimum": 0,
      -            "type": "number"
      -          },
      -          "currency": {
      -            "type": "string"
      -          },
      -          "protocol": {
      -            "enum": [
      -              "x402",
      -              "api_credits",
      -              "subscription",
      -              "l402",
      -              "mpp",
      -              "unavailable"
      -            ],
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "amount",
      -          "currency",
      -          "protocol"
      -        ],
      -        "type": "object"
      -      },
      -      "requestId": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "payment_required",
      -        "type": "string"
      -      },
      -      "tool": {
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "tool",
      -      "requestId",
      -      "price",
      -      "preview",
      -      "payment",
      -      "nextAction"
      -    ],
      -    "type": "object"
      -  }
      -]
    • addedOutput schema / properties
      Added value: +{
      +  "frameworkSource": {
      +    "additionalProperties": false,
      +    "properties": {
      +      "edition": {
      +        "const": "2026",
      +        "type": "string"
      +      },
      +      "publisher": {
      +        "const": "Creative Techno",
      +        "type": "string"
      +      },
      +      "title": {
      +        "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "publisher",
      +      "title",
      +      "edition"
      +    ],
      +    "type": "object"
      +  },
      +  "language": {
      +    "enum": [
      +      "ar",
      +      "en"
      +    ],
      +    "type": "string"
      +  },
      +  "result": {
      +    "additionalProperties": {},
      +    "propertyNames": {
      +      "type": "string"
      +    },
      +    "type": "object"
      +  }
      +}
    • addedOutput schema / required
      Added value: +[
      +  "frameworkSource",
      +  "language",
      +  "result"
      +]
  3. Changed1 schema field changed
    • changedOutput schema / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "frameworkSource": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "edition": {
      -            "const": "2026",
      -            "type": "string"
      -          },
      -          "publisher": {
      -            "const": "Creative Techno",
      -            "type": "string"
      -          },
      -          "title": {
      -            "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "publisher",
      -          "title",
      -          "edition"
      -        ],
      -        "type": "object"
      -      },
      -      "language": {
      -        "enum": [
      -          "ar",
      -          "en"
      -        ],
      -        "type": "string"
      -      },
      -      "result": {
      -        "additionalProperties": {},
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      }
      -    },
      -    "required": [
      -      "frameworkSource",
      -      "language",
      -      "result"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "nextAction": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "instruction": {
      -            "type": "string"
      -          },
      -          "target": {
      -            "const": "x402_endpoint",
      -            "type": "string"
      -          },
      -          "type": {
      -            "const": "pay_and_retry",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "type",
      -          "target",
      -          "instruction"
      -        ],
      -        "type": "object"
      -      },
      -      "payment": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "endpoint": {
      -            "type": "string"
      -          },
      -          "method": {
      -            "const": "POST",
      -            "type": "string"
      -          },
      -          "retrySameBody": {
      -            "const": true,
      -            "type": "boolean"
      -          }
      -        },
      -        "required": [
      -          "endpoint",
      -          "method",
      -          "retrySameBody"
      -        ],
      -        "type": "object"
      -      },
      -      "preview": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "fullResultAvailable": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "inputAccepted": {
      -            "const": true,
      -            "type": "boolean"
      -          },
      -          "summary": {
      -            "type": "string"
      -          },
      -          "useCases": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "required": [
      -          "inputAccepted",
      -          "fullResultAvailable",
      -          "summary",
      -          "useCases"
      -        ],
      -        "type": "object"
      -      },
      -      "price": {
      -        "additionalProperties": false,
      -        "properties": {
      -          "amount": {
      -            "minimum": 0,
      -            "type": "number"
      -          },
      -          "currency": {
      -            "type": "string"
      -          },
      -          "protocol": {
      -            "const": "x402",
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "amount",
      -          "currency",
      -          "protocol"
      -        ],
      -        "type": "object"
      -      },
      -      "requestId": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "payment_required",
      -        "type": "string"
      -      },
      -      "tool": {
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "tool",
      -      "requestId",
      -      "price",
      -      "preview",
      -      "payment",
      -      "nextAction"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "frameworkSource": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "edition": {
      +            "const": "2026",
      +            "type": "string"
      +          },
      +          "publisher": {
      +            "const": "Creative Techno",
      +            "type": "string"
      +          },
      +          "title": {
      +            "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "publisher",
      +          "title",
      +          "edition"
      +        ],
      +        "type": "object"
      +      },
      +      "language": {
      +        "enum": [
      +          "ar",
      +          "en"
      +        ],
      +        "type": "string"
      +      },
      +      "result": {
      +        "additionalProperties": {},
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      }
      +    },
      +    "required": [
      +      "frameworkSource",
      +      "language",
      +      "result"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "nextAction": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "instruction": {
      +            "type": "string"
      +          },
      +          "target": {
      +            "enum": [
      +              "x402_endpoint",
      +              "mcp_credits_endpoint",
      +              "payment_endpoint",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          },
      +          "type": {
      +            "enum": [
      +              "pay_and_retry",
      +              "authorize_and_use_mcp_credits",
      +              "payment_unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "type",
      +          "target",
      +          "instruction"
      +        ],
      +        "type": "object"
      +      },
      +      "payment": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "endpoint": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "method": {
      +            "const": "POST",
      +            "type": "string"
      +          },
      +          "retrySameBody": {
      +            "const": true,
      +            "type": "boolean"
      +          }
      +        },
      +        "required": [
      +          "endpoint",
      +          "method",
      +          "retrySameBody"
      +        ],
      +        "type": "object"
      +      },
      +      "paymentGuidance": {},
      +      "preview": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "fullResultAvailable": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "inputAccepted": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "useCases": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "inputAccepted",
      +          "fullResultAvailable",
      +          "summary",
      +          "useCases"
      +        ],
      +        "type": "object"
      +      },
      +      "price": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "amount": {
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "currency": {
      +            "type": "string"
      +          },
      +          "protocol": {
      +            "enum": [
      +              "x402",
      +              "api_credits",
      +              "subscription",
      +              "l402",
      +              "mpp",
      +              "unavailable"
      +            ],
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "amount",
      +          "currency",
      +          "protocol"
      +        ],
      +        "type": "object"
      +      },
      +      "requestId": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "payment_required",
      +        "type": "string"
      +      },
      +      "tool": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "tool",
      +      "requestId",
      +      "price",
      +      "preview",
      +      "payment",
      +      "nextAction"
      +    ],
      +    "type": "object"
      +  }
      +]
  4. Changed4 schema fields changed
    • removedOutput schema / additionalProperties
      Removed value: -false
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "frameworkSource": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "edition": {
      +            "const": "2026",
      +            "type": "string"
      +          },
      +          "publisher": {
      +            "const": "Creative Techno",
      +            "type": "string"
      +          },
      +          "title": {
      +            "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "publisher",
      +          "title",
      +          "edition"
      +        ],
      +        "type": "object"
      +      },
      +      "language": {
      +        "enum": [
      +          "ar",
      +          "en"
      +        ],
      +        "type": "string"
      +      },
      +      "result": {
      +        "additionalProperties": {},
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      }
      +    },
      +    "required": [
      +      "frameworkSource",
      +      "language",
      +      "result"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "nextAction": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "instruction": {
      +            "type": "string"
      +          },
      +          "target": {
      +            "const": "x402_endpoint",
      +            "type": "string"
      +          },
      +          "type": {
      +            "const": "pay_and_retry",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "type",
      +          "target",
      +          "instruction"
      +        ],
      +        "type": "object"
      +      },
      +      "payment": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "endpoint": {
      +            "type": "string"
      +          },
      +          "method": {
      +            "const": "POST",
      +            "type": "string"
      +          },
      +          "retrySameBody": {
      +            "const": true,
      +            "type": "boolean"
      +          }
      +        },
      +        "required": [
      +          "endpoint",
      +          "method",
      +          "retrySameBody"
      +        ],
      +        "type": "object"
      +      },
      +      "preview": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "fullResultAvailable": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "inputAccepted": {
      +            "const": true,
      +            "type": "boolean"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "useCases": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "inputAccepted",
      +          "fullResultAvailable",
      +          "summary",
      +          "useCases"
      +        ],
      +        "type": "object"
      +      },
      +      "price": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "amount": {
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "currency": {
      +            "type": "string"
      +          },
      +          "protocol": {
      +            "const": "x402",
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "amount",
      +          "currency",
      +          "protocol"
      +        ],
      +        "type": "object"
      +      },
      +      "requestId": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "payment_required",
      +        "type": "string"
      +      },
      +      "tool": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "tool",
      +      "requestId",
      +      "price",
      +      "preview",
      +      "payment",
      +      "nextAction"
      +    ],
      +    "type": "object"
      +  }
      +]
    • removedOutput schema / properties
      Removed value: -{
      -  "frameworkSource": {
      -    "additionalProperties": false,
      -    "properties": {
      -      "edition": {
      -        "const": "2026",
      -        "type": "string"
      -      },
      -      "publisher": {
      -        "const": "Creative Techno",
      -        "type": "string"
      -      },
      -      "title": {
      -        "const": "كيف تبدأ مشروعك الصغير في عُمان؟",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "publisher",
      -      "title",
      -      "edition"
      -    ],
      -    "type": "object"
      -  },
      -  "language": {
      -    "enum": [
      -      "ar",
      -      "en"
      -    ],
      -    "type": "string"
      -  },
      -  "result": {
      -    "additionalProperties": {},
      -    "propertyNames": {
      -      "type": "string"
      -    },
      -    "type": "object"
      -  }
      -}
    • removedOutput schema / required
      Removed value: -[
      -  "frameworkSource",
      -  "language",
      -  "result"
      -]
  5. Added

TDQS

B3.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so the safety profile is covered. The description adds genuinely non-obvious behavior: $0.40 USD per call, no free preview, x402 payment, and that an unpaid call returns payment instructions rather than failing silently. That is real value beyond the structured fields.

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 "When" and "Selection" sentences are near-verbatim restatements of the tool name (including a duplicated sentence fragment and stray punctuation), consuming space without adding information. The pricing/payment sentences do earn their place, but the definition is bloated by dead repetition.

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

Completeness3/5

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

An output schema exists, so return values and a sufficient set of annotations need not be re-explained. What remains missing is the one thing the description could uniquely supply: how this differs from the many other business-plan/validation siblings, and what constraints on the generated plan (e.g., Oman-specific, book framework) actually apply.

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

Parameters3/5

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

Schema description coverage is 0%, but the single parameter is a self-explanatory language enum (ar/en) with a default, so little compensation is required. The description only says "Input is a strict JSON object; see the schema", which adds nothing about the language parameter or what it affects.

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 first sentence gives a concrete verb (Generate) and concrete deliverables (three-month post-launch goals, milestones, KPIs, review gates), which is more specific than most siblings. However, "the book's" is undefined and the reference to a "Creative Techno book framework" never gets explained, so an agent cannot tell how this differs from final_business_plan_builder, business_validation_plan, or oman_business_launch_plan.

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?

The "When:" clause merely restates the tool name ("Use when an agent needs the Creative Techno book framework for business 90 day growth plan"), and the "Selection:" clause repeats the same phrase verbatim after the word "specialized". No when-not conditions, prerequisites, or named alternatives are given, so the guidance is effectively circular.

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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