AI Worlds CLI Knowledge

Source-checked CLI guides and model-aware planning for Claude Code, Codex, and Grok Build.

사용해야 할까요

품질 및 안전성

A
설명 품질
98%
스키마 완전성
76%
이름 품질
80%
오염 위험
100%
권한 일치
100%
프로토콜 준수
100%

발견 사항 (1)

  • LOWTool 'worlds_get_cli_command' description lacks action verbworlds_get_cli_command에서

도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.

컨텍스트 비용

~10,377토큰 (도구 정의)
~9.8 KB일반적인 응답 크기
상당한 주의 영향 (128k 컨텍스트의 8.11%)

이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.

설치

원클릭 설치

`claude_desktop_config.json` 파일에 다음을 추가하세요:

{
  "mcpServers": {
    "worlds-knowledge": {
      "url": "https://mcp.claude-world.com/mcp"
    }
  }
}

원격 엔드포인트

https://mcp.claude-world.com/mcpstreamable-http

할 수 있는 일

도구 목록

도구 (12)

🟢 읽기 전용🟡 쓰기🔴 삭제⚪ 알 수 없음
🟢worlds_search_knowledge(query, worlds, products, languages, content_types, ...)

Search 162 multilingual, source-checked operating manuals for Claude Code, Codex, and Grok Build: 18 CLI usage and feature modules per product in English, Traditional Chinese, and Japanese. Website articles, news, newsletters, opinion, and release archives are not in this corpus. Returns bounded excerpts, commands when present, canonical links, official sources, and review dates. It never modifies state.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 300,
      "description": "Natural-language task, concept, error, or exact CLI command."
    },
    "worlds": {
      "description": "Optional canonical world filters: claude, gpt, or grok.",
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude",
          "gpt",
          "grok"
        ]
      }
    },
    "products": {
      "description": "Optional product filters such as claude-code, codex, or grok-build.",
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "languages": {
      "description": "Optional locale filters: en, zh-tw, or ja.",
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "en",
          "zh-tw",
          "ja"
        ]
      }
    },
    "content_types": {
      "description": "Optional content filters, for example tutorial or field-guide.",
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1,
        "maxLength": 50
      }
    },
    "source_status": {
      "description": "Optional provenance filter. Every published manual is source-checked.",
      "maxItems": 1,
      "type": "array",
      "items": {
        "type": "string",
        "const": "source-checked"
      }
    },
    "scope": {
      "default": "core",
      "description": "The only collection is core: balanced, source-checked CLI usage and feature manuals.",
      "type": "string",
      "enum": [
        "core"
      ]
    },
    "limit": {
      "default": 8,
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    },
    "offset": {
      "default": 0,
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "scope": {
      "type": "string",
      "enum": [
        "core"
      ]
    },
    "total": {
      "type": "number"
    },
    "count": {
      "type": "number"
    },
    "offset": {
      "type": "number"
    },
    "has_more": {
      "type": "boolean"
    },
    "next_offset": {
      "type": "number"
    },
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "world": {
            "type": "string",
            "enum": [
              "claude",
              "gpt",
              "grok"
            ]
          },
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "language": {
            "type": "string",
            "enum": [
              "en",
              "zh-tw",
              "ja"
            ]
          },
          "knowledge_collection": {
            "type": "string",
            "enum": [
              "core-curriculum"
            ]
          },
          "curriculum_module_id": {
            "type": "string"
          },
          "curriculum_order": {
            "type": "integer",
            "exclusiveMinimum": 0,
            "maximum": 9007199254740991
          },
          "content_type": {
            "type": "string"
          },
          "track": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "summary": {
            "type": "string"
          },
          "snippet": {
            "type": "string"
          },
          "commands": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "commands_require_review": {
            "type": "boolean",
            "const": true
          },
          "command_risk": {
            "type": "string",
            "enum": [
              "none",
              "review",
              "high"
            ]
          },
          "command_risk_categories": {
            "type": "array",
            "items": {
              "type": "string",
              "enum": [
                "pipe-to-shell",
                "network-write",
                "global-install",
                "git-write",
                "privileged-container",
                "secret-bearing-export"
              ]
            }
          },
          "canonical_url": {
            "type": "string"
          },
          "official_sources": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "url": {
                  "type": "string"
                },
                "label": {
                  "type": "string"
                }
              },
              "required": [
                "url",
                "label"
              ],
              "additionalProperties": false
            }
          },
          "source_status": {
            "type": "string",
            "const": "source-checked"
          },
          "reviewed_at": {
            "type": "string"
          },
          "published_at": {
            "type": "string"
          },
          "maturity": {
            "type": "string"
          },
          "score": {
            "type": "number"
          }
        },
        "required": [
          "id",
          "world",
          "product",
          "language",
          "knowledge_collection",
          "content_type",
          "track",
          "title",
          "summary",
          "snippet",
          "commands",
          "commands_require_review",
          "command_risk",
          "command_risk_categories",
          "canonical_url",
          "official_sources",
          "source_status",
          "score"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "query",
    "scope",
    "total",
    "count",
    "offset",
    "has_more",
    "items"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_get_document(id, offset, max_characters)

Read the bounded public excerpt and metadata for one source-checked CLI manual returned by worlds_search_knowledge. Follow canonical_url for the complete manual. Structured CLI command tools remain complete.

입력 스키마

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 3,
      "maxLength": 300,
      "description": "Stable document id from a search or comparison result."
    },
    "offset": {
      "default": 0,
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    },
    "max_characters": {
      "default": 8000,
      "type": "integer",
      "minimum": 200,
      "maximum": 12000
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "world": {
      "type": "string",
      "enum": [
        "claude",
        "gpt",
        "grok"
      ]
    },
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "language": {
      "type": "string",
      "enum": [
        "en",
        "zh-tw",
        "ja"
      ]
    },
    "knowledge_collection": {
      "type": "string",
      "enum": [
        "core-curriculum"
      ]
    },
    "content_type": {
      "type": "string"
    },
    "canonical_url": {
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "summary": {
      "type": "string"
    },
    "fixed_excerpt": {
      "type": "string"
    },
    "official_sources": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "url": {
            "type": "string"
          },
          "label": {
            "type": "string"
          }
        },
        "required": [
          "url",
          "label"
        ],
        "additionalProperties": false
      }
    },
    "source_status": {
      "type": "string",
      "const": "source-checked"
    },
    "rights_basis": {
      "type": "string",
      "const": "owner-approved-metadata-summary"
    },
    "published_at": {
      "type": "string"
    },
    "reviewed_at": {
      "type": "string"
    }
  },
  "required": [
    "id",
    "world",
    "product",
    "language",
    "knowledge_collection",
    "content_type",
    "canonical_url",
    "title",
    "summary",
    "fixed_excerpt",
    "official_sources",
    "source_status",
    "rights_basis"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_compare_cli_workflows(query, products, language, limit_per_product)

Find evidence for the same task across Claude Code, Codex, and Grok Build without pretending their commands or authority models are identical. Returns separately ranked groups with source dates and canonical links. Best for questions such as configuring MCP, repository instructions, approvals, subagents, or headless CI.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 300
    },
    "products": {
      "default": [
        "claude-code",
        "codex",
        "grok-build"
      ],
      "minItems": 2,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "language": {
      "default": "en",
      "type": "string",
      "enum": [
        "en",
        "zh-tw",
        "ja"
      ]
    },
    "limit_per_product": {
      "default": 3,
      "type": "integer",
      "minimum": 1,
      "maximum": 5
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "enum": [
        "en",
        "zh-tw",
        "ja"
      ]
    },
    "groups": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "total": {
            "type": "number"
          },
          "items": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "world": {
                  "type": "string",
                  "enum": [
                    "claude",
                    "gpt",
                    "grok"
                  ]
                },
                "product": {
                  "type": "string",
                  "enum": [
                    "claude-code",
                    "codex",
                    "grok-build"
                  ]
                },
                "language": {
                  "type": "string",
                  "enum": [
                    "en",
                    "zh-tw",
                    "ja"
                  ]
                },
                "knowledge_collection": {
                  "type": "string",
                  "enum": [
                    "core-curriculum"
                  ]
                },
                "curriculum_module_id": {
                  "type": "string"
                },
                "curriculum_order": {
                  "type": "integer",
                  "exclusiveMinimum": 0,
                  "maximum": 9007199254740991
                },
                "content_type": {
                  "type": "string"
                },
                "track": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                },
                "summary": {
                  "type": "string"
                },
                "snippet": {
                  "type": "string"
                },
                "commands": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "commands_require_review": {
                  "type": "boolean",
                  "const": true
                },
                "command_risk": {
                  "type": "string",
                  "enum": [
                    "none",
                    "review",
                    "high"
                  ]
                },
                "command_risk_categories": {
                  "type": "array",
                  "items": {
                    "type": "string",
                    "enum": [
                      "pipe-to-shell",
                      "network-write",
                      "global-install",
                      "git-write",
                      "privileged-container",
                      "secret-bearing-export"
                    ]
                  }
                },
                "canonical_url": {
                  "type": "string"
                },
                "official_sources": {
                  "type": "array",
                  "items": {
                    "type": "object",
                    "properties": {
                      "url": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "url",
                      "label"
                    ],
                    "additionalProperties": false
                  }
                },
                "source_status": {
                  "type": "string",
                  "const": "source-checked"
                },
                "reviewed_at": {
                  "type": "string"
                },
                "published_at": {
                  "type": "string"
                },
                "maturity": {
                  "type": "string"
                },
                "score": {
                  "type": "number"
                }
              },
              "required": [
                "id",
                "world",
                "product",
                "language",
                "knowledge_collection",
                "content_type",
                "track",
                "title",
                "summary",
                "snippet",
                "commands",
                "commands_require_review",
                "command_risk",
                "command_risk_categories",
                "canonical_url",
                "official_sources",
                "source_status",
                "score"
              ],
              "additionalProperties": false
            }
          }
        },
        "required": [
          "product",
          "total",
          "items"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "query",
    "language",
    "groups"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_list_catalog

Return public corpus counts, supported worlds, languages, products, source-quality counts, the build commit, and the current publication gate. This public DTO deliberately excludes local paths, package names, and private repository URLs.

입력 스키마

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "schema_version": {
      "type": "number"
    },
    "generated_at": {
      "type": "string"
    },
    "content_policy": {
      "type": "string"
    },
    "dataset_version": {
      "type": "string"
    },
    "released_at": {
      "type": "string"
    },
    "total_documents": {
      "type": "number"
    },
    "worlds": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "enum": [
              "claude",
              "gpt",
              "grok"
            ]
          },
          "name": {
            "type": "string"
          },
          "provider": {
            "type": "string"
          },
          "origin": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "name",
          "provider",
          "origin"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "schema_version",
    "generated_at",
    "total_documents",
    "worlds"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢worlds_search_cli_reference(query, products, kinds, availability, limit, ...)

Search current command paths, flags, interactive commands, configuration names, environment-variable names, workflows, and release drift for Claude Code, Codex, and Grok Build. Results contain factual metadata and official source links.

입력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300
    },
    "products": {
      "minItems": 1,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "kinds": {
      "minItems": 1,
      "maxItems": 7,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "command",
          "option",
          "interactive-command",
          "config-key",
          "environment-variable",
          "workflow",
          "drift-note"
        ]
      }
    },
    "availability": {
      "minItems": 1,
      "maxItems": 5,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "runtime-confirmed",
          "docs-confirmed",
          "source-preview",
          "conditional",
          "historical"
        ]
      }
    },
    "limit": {
      "default": 20,
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    },
    "offset": {
      "default": 0,
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "total": {
      "type": "number"
    },
    "count": {
      "type": "number"
    },
    "offset": {
      "type": "number"
    },
    "has_more": {
      "type": "boolean"
    },
    "next_offset": {
      "type": "number"
    },
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "kind": {
            "type": "string",
            "enum": [
              "command",
              "option",
              "interactive-command",
              "config-key",
              "environment-variable",
              "workflow",
              "drift-note"
            ]
          },
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "id": {
            "type": "string"
          },
          "parent_id": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "summary": {
            "type": "string"
          },
          "availability": {
            "type": "string",
            "enum": [
              "runtime-confirmed",
              "docs-confirmed",
              "source-preview",
              "conditional",
              "historical"
            ]
          },
          "risk": {
            "type": "string",
            "enum": [
              "none",
              "review",
              "high"
            ]
          },
          "score": {
            "type": "number"
          },
          "release_version": {
            "type": "string"
          },
          "captured_at": {
            "type": "string"
          },
          "reference_url": {
            "type": "string"
          },
          "sources": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "kind": {
                  "type": "string",
                  "enum": [
                    "runtime-help",
                    "official-docs",
                    "official-source",
                    "json-schema",
                    "package-metadata"
                  ]
                },
                "label": {
                  "type": "string"
                },
                "url": {
                  "type": "string"
                },
                "version": {
                  "type": "string"
                },
                "commit": {
                  "type": "string"
                },
                "captured_at": {
                  "type": "string"
                },
                "authority": {
                  "type": "string",
                  "enum": [
                    "release",
                    "reference",
                    "preview"
                  ]
                }
              },
              "required": [
                "kind",
                "label",
                "url",
                "captured_at",
                "authority"
              ],
              "additionalProperties": false
            }
          }
        },
        "required": [
          "kind",
          "product",
          "id",
          "title",
          "summary",
          "availability",
          "risk",
          "score",
          "release_version",
          "captured_at",
          "reference_url",
          "sources"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "query",
    "total",
    "count",
    "offset",
    "has_more",
    "items"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_get_cli_command(product, command)

Return one current command path with all captured flags, arguments, value shapes, availability, risk, release metadata, and official source links. Accepts a stable id or full command path.

입력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "command": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    }
  },
  "required": [
    "product",
    "command"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "display_name": {
      "type": "string"
    },
    "release": {
      "type": "object",
      "properties": {
        "version": {
          "type": "string"
        },
        "captured_at": {
          "type": "string"
        },
        "platform": {
          "type": "string"
        }
      },
      "required": [
        "version",
        "captured_at",
        "platform"
      ],
      "additionalProperties": false
    },
    "command": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "path": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "aliases": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "synopsis": {
          "type": "string"
        },
        "summary": {
          "type": "string"
        },
        "availability": {
          "type": "string",
          "enum": [
            "runtime-confirmed",
            "docs-confirmed",
            "source-preview",
            "conditional",
            "historical"
          ]
        },
        "risk": {
          "type": "string",
          "enum": [
            "none",
            "review",
            "high"
          ]
        },
        "options": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "long": {
                "type": "string"
              },
              "short": {
                "type": "string"
              },
              "aliases": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "value_name": {
                "type": "string"
              },
              "value_type": {
                "type": "string",
                "enum": [
                  "boolean",
                  "string",
                  "integer",
                  "number",
                  "path",
                  "url",
                  "enum",
                  "array",
                  "object"
                ]
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "default": {
                "type": "string"
              },
              "repeatable": {
                "type": "boolean"
              },
              "availability": {
                "type": "string",
                "enum": [
                  "runtime-confirmed",
                  "docs-confirmed",
                  "source-preview",
                  "conditional",
                  "historical"
                ]
              },
              "risk": {
                "type": "string",
                "enum": [
                  "none",
                  "review",
                  "high"
                ]
              }
            },
            "required": [
              "id",
              "aliases",
              "value_type",
              "repeatable",
              "availability",
              "risk"
            ],
            "additionalProperties": false
          }
        },
        "arguments": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string"
              },
              "repeatable": {
                "type": "boolean"
              },
              "required": {
                "type": "boolean"
              }
            },
            "required": [
              "name",
              "repeatable",
              "required"
            ],
            "additionalProperties": false
          }
        }
      },
      "required": [
        "id",
        "path",
        "aliases",
        "synopsis",
        "summary",
        "availability",
        "risk",
        "options",
        "arguments"
      ],
      "additionalProperties": false
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "kind": {
            "type": "string",
            "enum": [
              "runtime-help",
              "official-docs",
              "official-source",
              "json-schema",
              "package-metadata"
            ]
          },
          "label": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "version": {
            "type": "string"
          },
          "commit": {
            "type": "string"
          },
          "captured_at": {
            "type": "string"
          },
          "authority": {
            "type": "string",
            "enum": [
              "release",
              "reference",
              "preview"
            ]
          }
        },
        "required": [
          "kind",
          "label",
          "url",
          "captured_at",
          "authority"
        ],
        "additionalProperties": false
      }
    },
    "reference_url": {
      "type": "string"
    }
  },
  "required": [
    "product",
    "display_name",
    "release",
    "command",
    "sources",
    "reference_url"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_get_cli_configuration(product, query, include, availability, limit, ...)

Search configuration keys and environment-variable names for one CLI. Returns public schema metadata and source links, never local values.

입력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "query": {
      "default": "",
      "type": "string",
      "maxLength": 200
    },
    "include": {
      "default": "both",
      "type": "string",
      "enum": [
        "config",
        "environment",
        "both"
      ]
    },
    "availability": {
      "minItems": 1,
      "maxItems": 5,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "runtime-confirmed",
          "docs-confirmed",
          "source-preview",
          "conditional",
          "historical"
        ]
      }
    },
    "limit": {
      "default": 30,
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    },
    "offset": {
      "default": 0,
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    }
  },
  "required": [
    "product"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "release_version": {
      "type": "string"
    },
    "query": {
      "type": "string"
    },
    "total": {
      "type": "number"
    },
    "count": {
      "type": "number"
    },
    "offset": {
      "type": "number"
    },
    "has_more": {
      "type": "boolean"
    },
    "next_offset": {
      "type": "number"
    },
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "kind": {
            "type": "string",
            "enum": [
              "config-key",
              "environment-variable"
            ]
          },
          "id": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "value_type": {
            "type": "string",
            "enum": [
              "boolean",
              "string",
              "integer",
              "number",
              "path",
              "url",
              "enum",
              "array",
              "object"
            ]
          },
          "values": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "default": {
            "type": "string"
          },
          "summary": {
            "type": "string"
          },
          "sensitive": {
            "type": "boolean"
          },
          "file": {
            "type": "string"
          },
          "availability": {
            "type": "string",
            "enum": [
              "runtime-confirmed",
              "docs-confirmed",
              "source-preview",
              "conditional",
              "historical"
            ]
          },
          "sources": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "kind": {
                  "type": "string",
                  "enum": [
                    "runtime-help",
                    "official-docs",
                    "official-source",
                    "json-schema",
                    "package-metadata"
                  ]
                },
                "label": {
                  "type": "string"
                },
                "url": {
                  "type": "string"
                },
                "version": {
                  "type": "string"
                },
                "commit": {
                  "type": "string"
                },
                "captured_at": {
                  "type": "string"
                },
                "authority": {
                  "type": "string",
                  "enum": [
                    "release",
                    "reference",
                    "preview"
                  ]
                }
              },
              "required": [
                "kind",
                "label",
                "url",
                "captured_at",
                "authority"
              ],
              "additionalProperties": false
            }
          }
        },
        "required": [
          "kind",
          "id",
          "name",
          "summary",
          "sensitive",
          "availability",
          "sources"
        ],
        "additionalProperties": false
      }
    },
    "reference_url": {
      "type": "string"
    }
  },
  "required": [
    "product",
    "release_version",
    "query",
    "total",
    "count",
    "offset",
    "has_more",
    "items",
    "reference_url"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_get_cli_workflow(product, workflow)

Find one provider-specific workflow and its recorded command steps without translating flags between providers.

입력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "workflow": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    }
  },
  "required": [
    "product",
    "workflow"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "release_version": {
      "type": "string"
    },
    "workflow": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "slug": {
          "type": "string"
        },
        "title": {
          "type": "string"
        },
        "summary": {
          "type": "string"
        },
        "availability": {
          "type": "string",
          "enum": [
            "runtime-confirmed",
            "docs-confirmed",
            "source-preview",
            "conditional",
            "historical"
          ]
        },
        "steps": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "title": {
                "type": "string"
              },
              "command": {
                "type": "string"
              },
              "explanation": {
                "type": "string"
              },
              "risk": {
                "type": "string",
                "enum": [
                  "none",
                  "review",
                  "high"
                ]
              }
            },
            "required": [
              "title",
              "explanation",
              "risk"
            ],
            "additionalProperties": false
          }
        }
      },
      "required": [
        "id",
        "slug",
        "title",
        "summary",
        "availability",
        "steps"
      ],
      "additionalProperties": false
    },
    "commands": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "path": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "aliases": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "synopsis": {
            "type": "string"
          },
          "summary": {
            "type": "string"
          },
          "availability": {
            "type": "string",
            "enum": [
              "runtime-confirmed",
              "docs-confirmed",
              "source-preview",
              "conditional",
              "historical"
            ]
          },
          "risk": {
            "type": "string",
            "enum": [
              "none",
              "review",
              "high"
            ]
          },
          "options": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "long": {
                  "type": "string"
                },
                "short": {
                  "type": "string"
                },
                "aliases": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "value_name": {
                  "type": "string"
                },
                "value_type": {
                  "type": "string",
                  "enum": [
                    "boolean",
                    "string",
                    "integer",
                    "number",
                    "path",
                    "url",
                    "enum",
                    "array",
                    "object"
                  ]
                },
                "values": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "default": {
                  "type": "string"
                },
                "repeatable": {
                  "type": "boolean"
                },
                "availability": {
                  "type": "string",
                  "enum": [
                    "runtime-confirmed",
                    "docs-confirmed",
                    "source-preview",
                    "conditional",
                    "historical"
                  ]
                },
                "risk": {
                  "type": "string",
                  "enum": [
                    "none",
                    "review",
                    "high"
                  ]
                }
              },
              "required": [
                "id",
                "aliases",
                "value_type",
                "repeatable",
                "availability",
                "risk"
              ],
              "additionalProperties": false
            }
          },
          "arguments": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "name": {
                  "type": "string"
                },
                "repeatable": {
                  "type": "boolean"
                },
                "required": {
                  "type": "boolean"
                }
              },
              "required": [
                "name",
                "repeatable",
                "required"
              ],
              "additionalProperties": false
            }
          }
        },
        "required": [
          "id",
          "path",
          "aliases",
          "synopsis",
          "summary",
          "availability",
          "risk",
          "options",
          "arguments"
        ],
        "additionalProperties": false
      }
    },
    "interactive_commands": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "token": {
            "type": "string"
          },
          "aliases": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "summary": {
            "type": "string"
          },
          "availability": {
            "type": "string",
            "enum": [
              "runtime-confirmed",
              "docs-confirmed",
              "source-preview",
              "conditional",
              "historical"
            ]
          }
        },
        "required": [
          "id",
          "token",
          "aliases",
          "summary",
          "availability"
        ],
        "additionalProperties": false
      }
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "kind": {
            "type": "string",
            "enum": [
              "runtime-help",
              "official-docs",
              "official-source",
              "json-schema",
              "package-metadata"
            ]
          },
          "label": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "version": {
            "type": "string"
          },
          "commit": {
            "type": "string"
          },
          "captured_at": {
            "type": "string"
          },
          "authority": {
            "type": "string",
            "enum": [
              "release",
              "reference",
              "preview"
            ]
          }
        },
        "required": [
          "kind",
          "label",
          "url",
          "captured_at",
          "authority"
        ],
        "additionalProperties": false
      }
    },
    "guide_url": {
      "type": "string"
    },
    "reference_url": {
      "type": "string"
    }
  },
  "required": [
    "product",
    "release_version",
    "workflow",
    "commands",
    "interactive_commands",
    "sources",
    "guide_url",
    "reference_url"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_list_cli_versions(products)

Return the exact release snapshot, capture date, factual entity counts, official sources, generated website reference, and drift status for all three CLIs.

입력 스키마

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 1,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "schema_version": {
      "type": "number",
      "const": 1
    },
    "generated_at": {
      "type": "string"
    },
    "rights_basis": {
      "type": "string",
      "const": "public-factual-cli-metadata"
    },
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "display_name": {
            "type": "string"
          },
          "executable": {
            "type": "string"
          },
          "release": {
            "type": "object",
            "properties": {
              "version": {
                "type": "string"
              },
              "captured_at": {
                "type": "string"
              },
              "platform": {
                "type": "string"
              }
            },
            "required": [
              "version",
              "captured_at",
              "platform"
            ],
            "additionalProperties": false
          },
          "counts": {
            "type": "object",
            "properties": {
              "commands": {
                "type": "number"
              },
              "options": {
                "type": "number"
              },
              "interactive_commands": {
                "type": "number"
              },
              "config_keys": {
                "type": "number"
              },
              "environment_variables": {
                "type": "number"
              },
              "workflows": {
                "type": "number"
              },
              "drift_notes": {
                "type": "number"
              }
            },
            "required": [
              "commands",
              "options",
              "interactive_commands",
              "config_keys",
              "environment_variables",
              "workflows",
              "drift_notes"
            ],
            "additionalProperties": false
          },
          "sources": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "kind": {
                  "type": "string",
                  "enum": [
                    "runtime-help",
                    "official-docs",
                    "official-source",
                    "json-schema",
                    "package-metadata"
                  ]
                },
                "label": {
                  "type": "string"
                },
                "url": {
                  "type": "string"
                },
                "version": {
                  "type": "string"
                },
                "commit": {
                  "type": "string"
                },
                "captured_at": {
                  "type": "string"
                },
                "authority": {
                  "type": "string",
                  "enum": [
                    "release",
                    "reference",
                    "preview"
                  ]
                }
              },
              "required": [
                "kind",
                "label",
                "url",
                "captured_at",
                "authority"
              ],
              "additionalProperties": false
            }
          },
          "drift_notes": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "status": {
                  "type": "string",
                  "enum": [
                    "docs-ahead",
                    "runtime-ahead",
                    "source-ahead",
                    "removed"
                  ]
                },
                "summary": {
                  "type": "string"
                },
                "sources": {
                  "type": "array",
                  "items": {
                    "type": "object",
                    "properties": {
                      "kind": {
                        "type": "string",
                        "enum": [
                          "runtime-help",
                          "official-docs",
                          "official-source",
                          "json-schema",
                          "package-metadata"
                        ]
                      },
                      "label": {
                        "type": "string"
                      },
                      "url": {
                        "type": "string"
                      },
                      "version": {
                        "type": "string"
                      },
                      "commit": {
                        "type": "string"
                      },
                      "captured_at": {
                        "type": "string"
                      },
                      "authority": {
                        "type": "string",
                        "enum": [
                          "release",
                          "reference",
                          "preview"
                        ]
                      }
                    },
                    "required": [
                      "kind",
                      "label",
                      "url",
                      "captured_at",
                      "authority"
                    ],
                    "additionalProperties": false
                  }
                }
              },
              "required": [
                "id",
                "status",
                "summary",
                "sources"
              ],
              "additionalProperties": false
            }
          },
          "reference_url": {
            "type": "string"
          }
        },
        "required": [
          "product",
          "display_name",
          "executable",
          "release",
          "counts",
          "sources",
          "drift_notes",
          "reference_url"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "schema_version",
    "generated_at",
    "rights_basis",
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_list_cli_models(products)

Return dated, source-grounded model catalogs for Claude Code, Codex, and Grok Build, including selector syntax, per-model effort support, availability constraints, and provider-native orchestration modes. These are snapshots; verify the live account catalog before launch.

입력 스키마

{
  "type": "object",
  "properties": {
    "products": {
      "default": [
        "claude-code",
        "codex",
        "grok-build"
      ],
      "minItems": 1,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "catalog_version": {
      "type": "string",
      "const": "model-catalog-v1"
    },
    "warning": {
      "type": "string"
    },
    "freshness": {
      "type": "object",
      "properties": {
        "status": {
          "type": "string",
          "enum": [
            "current-snapshot",
            "stale-snapshot"
          ]
        },
        "oldest_capture_date": {
          "type": "string"
        },
        "age_days": {
          "type": "integer",
          "minimum": 0,
          "maximum": 9007199254740991
        },
        "max_age_days": {
          "type": "number",
          "const": 7
        },
        "live_catalog_authoritative": {
          "type": "boolean",
          "const": true
        },
        "action": {
          "type": "string"
        }
      },
      "required": [
        "status",
        "oldest_capture_date",
        "age_days",
        "max_age_days",
        "live_catalog_authoritative",
        "action"
      ],
      "additionalProperties": false
    },
    "catalogs": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "schema_version": {
            "type": "number",
            "const": 1
          },
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "cli_release_version": {
            "type": "string"
          },
          "catalog_captured_at": {
            "type": "string"
          },
          "model_selector": {
            "type": "string"
          },
          "effort_selector": {
            "type": "string"
          },
          "sources": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "kind": {
                  "type": "string",
                  "enum": [
                    "official-docs",
                    "runtime-catalog"
                  ]
                },
                "label": {
                  "type": "string"
                },
                "url": {
                  "type": "string",
                  "format": "uri",
                  "pattern": "^https:\\/\\/.*"
                },
                "captured_at": {
                  "type": "string",
                  "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
                }
              },
              "required": [
                "id",
                "kind",
                "label",
                "url",
                "captured_at"
              ],
              "additionalProperties": false
            }
          },
          "selection_aliases": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "selector": {
                  "type": "string"
                },
                "summary": {
                  "type": "string"
                },
                "source_ids": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "constraints": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                }
              },
              "required": [
                "selector",
                "summary",
                "source_ids",
                "constraints"
              ],
              "additionalProperties": false
            }
          },
          "models": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "selector": {
                  "type": "string"
                },
                "label": {
                  "type": "string"
                },
                "positioning": {
                  "type": "string"
                },
                "default_effort": {
                  "type": "string",
                  "enum": [
                    "low",
                    "medium",
                    "high",
                    "xhigh",
                    "max",
                    "ultra"
                  ]
                },
                "supported_efforts": {
                  "type": "array",
                  "items": {
                    "type": "string",
                    "enum": [
                      "low",
                      "medium",
                      "high",
                      "xhigh",
                      "max",
                      "ultra"
                    ]
                  }
                },
                "availability": {
                  "type": "string",
                  "enum": [
                    "entitlement-dependent",
                    "approved-only",
                    "provider-dependent",
                    "catalog-listed",
                    "catalog-dependent",
                    "hidden-internal"
                  ]
                },
                "source_ids": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "constraints": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                }
              },
              "required": [
                "id",
                "selector",
                "label",
                "positioning",
                "supported_efforts",
                "availability",
                "source_ids",
                "constraints"
              ],
              "additionalProperties": false
            }
          },
          "orchestration_modes": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "id": {
                  "type": "string"
                },
                "selector": {
                  "type": "string"
                },
                "summary": {
                  "type": "string"
                },
                "source_ids": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "constraints": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                }
              },
              "required": [
                "id",
                "selector",
                "summary",
                "source_ids",
                "constraints"
              ],
              "additionalProperties": false
            }
          }
        },
        "required": [
          "schema_version",
          "product",
          "cli_release_version",
          "catalog_captured_at",
          "model_selector",
          "effort_selector",
          "sources",
          "selection_aliases",
          "models",
          "orchestration_modes"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "catalog_version",
    "warning",
    "freshness",
    "catalogs"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_plan_cli_work(task, current_cli, available_clis, workstreams, strategy, ...)

Create a read-only, dependency-aware work plan across Claude Code, Codex, and Grok Build. It selects a concrete dated-catalog model and supported native effort for each workstream, while keeping CLI fit, orchestration, permissions, handoff context, and verification separate. Routing is continuity-first and does not claim benchmark superiority, launch another CLI, or enable permission bypass.

입력 스키마

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string",
      "minLength": 2,
      "maxLength": 2000
    },
    "current_cli": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ],
      "description": "CLI holding the active conversation; continuity is preferred unless switching has a concrete benefit."
    },
    "available_clis": {
      "default": [
        "claude-code",
        "codex",
        "grok-build"
      ],
      "minItems": 1,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "workstreams": {
      "minItems": 1,
      "maxItems": 8,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "minLength": 1,
            "maxLength": 50
          },
          "goal": {
            "type": "string",
            "minLength": 2,
            "maxLength": 500
          },
          "preferred_cli": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "execution_intent": {
            "default": "read-only",
            "type": "string",
            "enum": [
              "read-only",
              "may-edit"
            ]
          }
        },
        "required": [
          "id",
          "goal"
        ],
        "additionalProperties": false
      }
    },
    "strategy": {
      "default": "continuity-first",
      "type": "string",
      "enum": [
        "continuity-first",
        "quality-first",
        "speed-first",
        "cost-first"
      ]
    },
    "risk_tolerance": {
      "default": "low",
      "type": "string",
      "enum": [
        "low",
        "medium",
        "high"
      ]
    },
    "execution_environment": {
      "default": "local-workspace",
      "type": "string",
      "enum": [
        "local-workspace",
        "ci-runner",
        "externally-sandboxed-runner"
      ]
    },
    "max_parallel_tracks": {
      "default": 1,
      "type": "integer",
      "minimum": 1,
      "maximum": 3
    },
    "orchestration_mode": {
      "default": "none",
      "type": "string",
      "enum": [
        "none",
        "provider-native-if-supported"
      ]
    },
    "require_independent_review": {
      "default": true,
      "type": "boolean"
    }
  },
  "required": [
    "task",
    "current_cli"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "planner_version": {
      "type": "string",
      "const": "model-aware-v2"
    },
    "task": {
      "type": "string"
    },
    "current_cli": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "available_clis": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "strategy": {
      "type": "string",
      "enum": [
        "continuity-first",
        "quality-first",
        "speed-first",
        "cost-first"
      ]
    },
    "routing_basis": {
      "type": "string",
      "const": "workflow-fit-and-continuity-not-benchmark-ranking"
    },
    "routing_principles": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "assignments": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "phase": {
            "type": "string",
            "enum": [
              "plan",
              "analyze",
              "implement",
              "verify"
            ]
          },
          "execution_intent": {
            "type": "string",
            "enum": [
              "read-only",
              "may-edit"
            ]
          },
          "goal": {
            "type": "string"
          },
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "workflow_fit": {
            "type": "string"
          },
          "model": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "selector": {
                "type": "string"
              },
              "label": {
                "type": "string"
              },
              "positioning": {
                "type": "string"
              },
              "availability": {
                "type": "string"
              },
              "selection_rule": {
                "type": "string"
              },
              "required_capabilities": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "explicit_id_required": {
                "type": "boolean"
              },
              "fallbacks": {
                "type": "array",
                "items": {
                  "type": "object",
                  "properties": {
                    "id": {
                      "type": "string"
                    },
                    "selector": {
                      "type": "string"
                    },
                    "reason": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "id",
                    "selector",
                    "reason"
                  ],
                  "additionalProperties": false
                }
              },
              "source_ids": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "constraints": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              }
            },
            "required": [
              "id",
              "selector",
              "label",
              "positioning",
              "availability",
              "selection_rule",
              "required_capabilities",
              "explicit_id_required",
              "fallbacks",
              "source_ids",
              "constraints"
            ],
            "additionalProperties": false
          },
          "effort": {
            "type": "object",
            "properties": {
              "level": {
                "anyOf": [
                  {
                    "type": "string",
                    "enum": [
                      "low",
                      "medium",
                      "high",
                      "xhigh",
                      "max"
                    ]
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "selector": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "supported_levels": {
                "type": "array",
                "items": {
                  "type": "string",
                  "enum": [
                    "low",
                    "medium",
                    "high",
                    "xhigh",
                    "max"
                  ]
                }
              },
              "reason": {
                "type": "string"
              },
              "model_dependent": {
                "type": "boolean",
                "const": true
              },
              "verify_support_before_launch": {
                "type": "boolean",
                "const": true
              }
            },
            "required": [
              "level",
              "selector",
              "supported_levels",
              "reason",
              "model_dependent",
              "verify_support_before_launch"
            ],
            "additionalProperties": false
          },
          "orchestration": {
            "type": "object",
            "properties": {
              "mode": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "selector": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "reason": {
                "type": "string"
              },
              "explicitly_requested": {
                "type": "boolean"
              }
            },
            "required": [
              "mode",
              "selector",
              "reason",
              "explicitly_requested"
            ],
            "additionalProperties": false
          },
          "command_template": {
            "type": "string"
          },
          "command_shell": {
            "type": "string",
            "const": "posix"
          },
          "permission_boundary": {
            "type": "string"
          },
          "depends_on": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "parallel_group": {
            "type": "string"
          },
          "deliverable": {
            "type": "string"
          },
          "verification": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "phase",
          "execution_intent",
          "goal",
          "product",
          "workflow_fit",
          "model",
          "effort",
          "orchestration",
          "command_template",
          "command_shell",
          "permission_boundary",
          "depends_on",
          "deliverable",
          "verification"
        ],
        "additionalProperties": false
      }
    },
    "handoff": {
      "type": "object",
      "properties": {
        "switch_only_for_concrete_benefit": {
          "type": "boolean",
          "const": true
        },
        "required_packet_fields": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "receiving_session": {
          "type": "string",
          "const": "new-native-session"
        }
      },
      "required": [
        "switch_only_for_concrete_benefit",
        "required_packet_fields",
        "receiving_session"
      ],
      "additionalProperties": false
    },
    "safety": {
      "type": "object",
      "properties": {
        "advisory_only": {
          "type": "boolean",
          "const": true
        },
        "launches_clis": {
          "type": "boolean",
          "const": false
        },
        "grants_permissions": {
          "type": "boolean",
          "const": false
        },
        "permission_rule": {
          "type": "string"
        }
      },
      "required": [
        "advisory_only",
        "launches_clis",
        "grants_permissions",
        "permission_rule"
      ],
      "additionalProperties": false
    },
    "uncertainties": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "evidence": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "product": {
            "type": "string",
            "enum": [
              "claude-code",
              "codex",
              "grok-build"
            ]
          },
          "release_version": {
            "type": "string"
          },
          "captured_at": {
            "type": "string"
          },
          "model_catalog_captured_at": {
            "type": "string"
          },
          "reference_url": {
            "type": "string"
          },
          "official_sources": {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        },
        "required": [
          "product",
          "release_version",
          "captured_at",
          "model_catalog_captured_at",
          "reference_url",
          "official_sources"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "planner_version",
    "task",
    "current_cli",
    "available_clis",
    "strategy",
    "routing_basis",
    "routing_principles",
    "assignments",
    "handoff",
    "safety",
    "uncertainties",
    "evidence"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢worlds_advise_hard_problem(task, current_cli, available_clis, selection_scope, preferred_cli, ...)

Choose the maximum-depth model-and-effort pairing for one difficult problem within the caller's actual CLI set. For a single CLI it selects that provider's strongest catalog role; with multiple CLIs it returns provider candidates but does not invent a universal cross-provider winner. It uses single-task depth, never ultra or ultracode orchestration, defaults to read-only, and does not launch a CLI or grant permissions.

입력 스키마

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string",
      "minLength": 2,
      "maxLength": 2000
    },
    "current_cli": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "available_clis": {
      "minItems": 1,
      "maxItems": 3,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude-code",
          "codex",
          "grok-build"
        ]
      }
    },
    "selection_scope": {
      "default": "current-cli",
      "type": "string",
      "enum": [
        "current-cli",
        "available-clis"
      ]
    },
    "preferred_cli": {
      "description": "Optional user-selected provider. This is an explicit preference, not a benchmark verdict.",
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "execution_intent": {
      "default": "read-only",
      "type": "string",
      "enum": [
        "read-only",
        "may-edit"
      ]
    }
  },
  "required": [
    "task",
    "current_cli"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

출력 스키마

{
  "type": "object",
  "properties": {
    "advisor_version": {
      "type": "string",
      "const": "hard-problem-advisor-v1"
    },
    "task": {
      "type": "string"
    },
    "current_cli": {
      "type": "string",
      "enum": [
        "claude-code",
        "codex",
        "grok-build"
      ]
    },
    "selection_scope": {
      "type": "string",
      "enum": [
        "current-cli",
        "available-clis"
      ]
    },
    "decision_rule": {
      "type": "string"
    },
    "cross_provider_verdict": {
      "type": "string"
    },
    "recommendation": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "phase": {
          "type": "string",
          "enum": [
            "plan",
            "analyze",
            "implement",
            "verify"
          ]
        },
        "execution_intent": {
          "type": "string",
          "enum": [
            "read-only",
            "may-edit"
          ]
        },
        "goal": {
          "type": "string"
        },
        "product": {
          "type": "string",
          "enum": [
            "claude-code",
            "codex",
            "grok-build"
          ]
        },
        "workflow_fit": {
          "type": "string"
        },
        "model": {
          "type": "object",
          "properties": {
            "id": {
              "type": "string"
            },
            "selector": {
              "type": "string"
            },
            "label": {
              "type": "string"
            },
            "positioning": {
              "type": "string"
            },
            "availability": {
              "type": "string"
            },
            "selection_rule": {
              "type": "string"
            },
            "required_capabilities": {
              "type": "array",
              "items": {
                "type": "string"
              }
            },
            "explicit_id_required": {
              "type": "boolean"
            },
            "fallbacks": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "selector": {
                    "type": "string"
                  },
                  "reason": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "selector",
                  "reason"
                ],
                "additionalProperties": false
              }
            },
            "source_ids": {
              "type": "array",
              "items": {
                "type": "string"
              }
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  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

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