{
  "ok": true,
  "resource": {
    "id": "RES_8B2591CD1E25",
    "resource_type": "skill",
    "canonical_url": "https://github.com/wshobson/agents/tree/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture",
    "name": "multi-cloud-architecture",
    "summary_en": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.",
    "summary_zh": "使用决策框架设计多云架构，在AWS、Azure、GCP和OCI之间选择并集成服务。在构建多云系统、避免供应商锁定或利用多家提供商的最佳服务时使用。",
    "description_en": "This skill provides a decision framework and patterns for architecting applications across AWS, Azure, GCP, and OCI. It includes cloud service comparisons, multi-cloud patterns, cloud-agnostic architecture guidance, cost comparison, migration strategy, and best practices. The skill is designed for designing multi-cloud strategies, migrating between providers, selecting cloud services, implementing cloud-agnostic architectures, and optimizing costs. It is a natural-language skill with no authentication or pricing requirements.",
    "description_zh": "该技能提供了一个决策框架和模式，用于在AWS、Azure、GCP和OCI之间构建应用程序架构。内容包括云服务比较、多云模式、云无关架构指南、成本比较、迁移策略和最佳实践。该技能适用于设计多云策略、在提供商之间迁移、选择云服务、实施云无关架构以及优化成本。这是一个自然语言技能，无需认证或定价。",
    "provider_name": "wshobson",
    "homepage_url": "https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/multi-cloud-architecture",
    "endpoint_url": null,
    "source_url": "https://raw.githubusercontent.com/wshobson/agents/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md",
    "icon_url": null,
    "cover_image_url": null,
    "capabilities": [
      "design.multi-cloud-architecture",
      "compare.cloud-services",
      "plan.migration",
      "optimize.cost"
    ],
    "categories": [
      "infrastructure"
    ],
    "industries": [
      "software"
    ],
    "protocols": [
      "agent-skills"
    ],
    "auth": {
      "type": "none",
      "required": false
    },
    "pricing": {
      "model": "free"
    },
    "input_schema": {},
    "output_schema": {},
    "metadata": {
      "content_language": "en",
      "translation_status": "original-only",
      "license": {
        "spdx_id": "MIT",
        "source": "https://github.com/wshobson/agents/blob/a30778f8c4e6b0a87567941b7cca4f534bf642b6/LICENSE"
      },
      "github": {
        "repository": "wshobson/agents",
        "owner": "wshobson",
        "path": "plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md",
        "commit": "a30778f8c4e6b0a87567941b7cca4f534bf642b6",
        "stars": 39366,
        "forks": 4194,
        "updated_at": "2026-09-03T02:19:37Z"
      },
      "skill": {
        "compatibility": null,
        "allowed_tools": null,
        "content_hash": "5f45cd7458078ee32dafc7956e63e5992c8ed11178c564577988ebe7a82e6014",
        "line_count": 180
      },
      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T06:06:26.396Z"
      }
    },
    "latest_version": "a30778f8c4e6",
    "status": "listed",
    "health_status": "unknown",
    "source_kind": "imported",
    "source_agent": "aiworkshub-skill-reviewer",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "natural_language",
      "access_friction": "low",
      "operational_transparency": "partial",
      "evidence_strength": "source_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T06:06:27.472Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:51:11.814Z",
    "last_seen_at": "2026-09-03T06:06:26.622Z",
    "published_at": "2026-09-03T06:06:26.622Z",
    "created_at": "2026-09-03T02:51:11.814Z",
    "updated_at": "2026-09-03T06:06:27.472Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_8B2591CD1E25",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_8B2591CD1E25/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_8B2591CD1E25",
    "distribution": {
      "canonical_identity": "https://github.com/wshobson/agents/tree/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://github.com/",
          "upstream_resource_id": "wshobson/agents:plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md",
          "upstream_record_url": "https://github.com/wshobson/agents/tree/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture",
          "relation": "syndicated",
          "metadata": {
            "source": "github-skill-import"
          },
          "first_seen_at": "2026-09-03T02:51:11.814Z",
          "last_seen_at": "2026-09-03T06:06:26.622Z"
        }
      ]
    },
    "tools": [],
    "review_profile": {
      "schema_version": "aiworkshub.resource-review/0.2",
      "method_version": "capability-evidence-v2",
      "review_state": {
        "identity": "verified",
        "source": "verified",
        "connectivity": "unknown",
        "contract": "partial",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "natural_language",
        "access_friction": "low",
        "operational_transparency": "partial",
        "evidence_strength": "source_inspected",
        "use_readiness": "guided_use"
      },
      "profile": {
        "capabilities": [
          {
            "id": "design.multi-cloud-architecture",
            "weight": 100,
            "confidence": 90,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          },
          {
            "id": "compare.cloud-services",
            "weight": 80,
            "confidence": 90,
            "evidence_ids": [
              "source-inspection"
            ]
          },
          {
            "id": "plan.migration",
            "weight": 70,
            "confidence": 90,
            "evidence_ids": [
              "source-inspection"
            ]
          },
          {
            "id": "optimize.cost",
            "weight": 60,
            "confidence": 90,
            "evidence_ids": [
              "source-inspection"
            ]
          }
        ],
        "domains": [
          {
            "id": "cloud-infrastructure",
            "weight": 100,
            "confidence": 90,
            "evidence_ids": [
              "source-record"
            ]
          },
          {
            "id": "software-development",
            "weight": 80,
            "confidence": 90,
            "evidence_ids": [
              "source-record"
            ]
          },
          {
            "id": "devops",
            "weight": 70,
            "confidence": 90,
            "evidence_ids": [
              "source-record"
            ]
          }
        ],
        "workflow_roles": [
          "design",
          "analyze",
          "instruct"
        ]
      },
      "capability_units": [
        {
          "id": "skill:multi-cloud-architecture",
          "kind": "skill_action",
          "capability_id": "design.multi-cloud-architecture",
          "effect": "advisory",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "explicit policy",
          "input_contract": "natural_language",
          "output_contract": "natural_language",
          "accepts": [
            "task context"
          ],
          "produces": [
            "task result"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "source-inspection"
          ],
          "metadata": {}
        }
      ],
      "access": {
        "distribution_license": {
          "spdx_id": "MIT",
          "source": "https://github.com/wshobson/agents/blob/a30778f8c4e6b0a87567941b7cca4f534bf642b6/LICENSE"
        },
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": []
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence."
      },
      "fit": {
        "good_for": [
          "Designing multi-cloud architectures",
          "Selecting cloud services across providers",
          "Planning cloud migrations",
          "Optimizing multi-cloud costs"
        ],
        "not_for": [
          "Directly executing cloud operations",
          "Automated infrastructure provisioning"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "source_record",
          "source": "https://raw.githubusercontent.com/wshobson/agents/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md",
          "observation": "Submitted Skill record for multi-cloud-architecture; declared license MIT.",
          "observed_at": "2026-09-03T02:19:37Z",
          "payload": {}
        },
        {
          "id": "source-inspection",
          "type": "source_inspection",
          "source": "https://raw.githubusercontent.com/wshobson/agents/a30778f8c4e6b0a87567941b7cca4f534bf642b6/plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md",
          "observation": "The Skill source was fetched and inspected (5714 bytes; SHA-256 5f45cd7458078ee32dafc7956e63e5992c8ed11178c564577988ebe7a82e6014).",
          "observed_at": "2026-09-03T06:06:19.274Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Actual runtime behavior not observed",
        "Compatibility with specific agent frameworks unknown",
        "Allowed tools not specified"
      ],
      "id": "REV_037B0B51D6BE",
      "resource_id": "RES_8B2591CD1E25",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "source-inspected-skill",
      "created_at": "2026-09-03T06:06:27.472Z"
    }
  }
}