{
  "ok": true,
  "resource": {
    "id": "RES_31B5482FD9ED",
    "resource_type": "skill",
    "canonical_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports",
    "name": "market-research-reports",
    "summary_en": "Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.",
    "summary_zh": "构建可追溯证据的市场研究报告，以及基于假设的市场规模或预测情景。适用于市场定义、行业和客户证据、竞争格局、TAM/SAM/SOM 对账、预测敏感性分析以及可审计的报告框架。",
    "description_en": "This skill provides a structured methodology for creating evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. It includes workflows for defining the research contract, building an evidence plan, maintaining source and claims ledgers, sizing markets via top-down and bottom-up scenarios, forecasting with explicit uncertainty, analyzing customers and competitors, normalizing units, and drafting auditable reports. The skill bundles reference guides, templates, and local-only Python CLIs for validation and calculation. It explicitly prohibits fabricating citations, imitating analyst brands, providing investment advice, and collecting data unethically. The source was inspected and is available under the MIT license.",
    "description_zh": "该技能提供了一套结构化的方法论，用于创建可追溯证据的市场研究报告以及基于假设的市场规模或预测情景。其工作流程包括：确立研究契约、构建证据计划、维护来源和声明台账、通过自上而下和自下而上的情景进行市场规模测算、在明确不确定性的情况下进行预测、分析客户和竞争对手、统一单位以及起草可审计的报告。该技能捆绑了参考指南、模板和仅限本地的 Python CLI，用于验证和计算。它明确禁止捏造引用、模仿分析师品牌、提供投资建议以及以不道德的方式收集数据。源代码已检查，并采用 MIT 许可证。",
    "provider_name": "K-Dense-AI",
    "homepage_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/market-research-reports",
    "endpoint_url": null,
    "source_url": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports/SKILL.md",
    "icon_url": null,
    "cover_image_url": null,
    "capabilities": [
      "research.market-analysis",
      "data.analysis",
      "document.generation"
    ],
    "categories": [
      "research",
      "data",
      "productivity"
    ],
    "industries": [
      "finance",
      "commerce",
      "general"
    ],
    "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/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE"
      },
      "github": {
        "repository": "K-Dense-AI/scientific-agent-skills",
        "owner": "K-Dense-AI",
        "path": "skills/market-research-reports/SKILL.md",
        "commit": "1e5eeffbdad3749125afe7ab48a39694e27f181c",
        "stars": 42124,
        "forks": 3870,
        "updated_at": "2026-09-03T02:47:03Z"
      },
      "skill": {
        "compatibility": "Python 3.11+ standard library for optional offline CLIs. The optional LaTeX template uses XeLaTeX or LuaLaTeX. Online research requires user-approved network access and source-specific terms; bundled scripts make no network, LLM, or image calls.",
        "allowed_tools": null,
        "content_hash": "d0e4899ac905b91dadfbd4305b37528755d7b4d5b33dcb0b815c318123ae8769",
        "line_count": 355
      },
      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T06:21:41.753Z"
      }
    },
    "latest_version": "1e5eeffbdad3",
    "status": "listed",
    "health_status": "unknown",
    "source_kind": "imported",
    "source_agent": "aiworkshub-skill-reviewer",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence found.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "strong",
      "access_friction": "low",
      "operational_transparency": "strong",
      "evidence_strength": "source_inspected",
      "use_readiness": "ready_for_guidance",
      "reviewed_at": "2026-09-03T06:21:42.574Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:50:41.158Z",
    "last_seen_at": "2026-09-03T06:21:41.975Z",
    "published_at": "2026-09-03T06:21:41.975Z",
    "created_at": "2026-09-03T02:50:41.158Z",
    "updated_at": "2026-09-03T06:21:42.574Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_31B5482FD9ED",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_31B5482FD9ED/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_31B5482FD9ED",
    "distribution": {
      "canonical_identity": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://github.com/",
          "upstream_resource_id": "K-Dense-AI/scientific-agent-skills:skills/market-research-reports/SKILL.md",
          "upstream_record_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports",
          "relation": "syndicated",
          "metadata": {
            "source": "github-skill-import"
          },
          "first_seen_at": "2026-09-03T02:50:41.158Z",
          "last_seen_at": "2026-09-03T06:21:41.975Z"
        }
      ]
    },
    "tools": [],
    "review_profile": {
      "schema_version": "aiworkshub.resource-review/0.2",
      "method_version": "capability-evidence-v2",
      "review_state": {
        "identity": "verified",
        "source": "verified",
        "connectivity": "unknown",
        "contract": "strong",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "strong",
        "access_friction": "low",
        "operational_transparency": "strong",
        "evidence_strength": "source_inspected",
        "use_readiness": "ready_for_guidance"
      },
      "profile": {
        "capabilities": [
          {
            "id": "research.market-analysis",
            "weight": 90,
            "confidence": 90,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          },
          {
            "id": "data.analysis",
            "weight": 80,
            "confidence": 80,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          },
          {
            "id": "document.generation",
            "weight": 70,
            "confidence": 70,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          }
        ],
        "domains": [
          {
            "id": "market-research",
            "weight": 90,
            "confidence": 90,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          },
          {
            "id": "data-analysis",
            "weight": 80,
            "confidence": 80,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          },
          {
            "id": "reporting",
            "weight": 70,
            "confidence": 70,
            "evidence_ids": [
              "source-record",
              "source-inspection"
            ]
          }
        ],
        "workflow_roles": [
          "analyze",
          "generate",
          "instruct"
        ]
      },
      "capability_units": [
        {
          "id": "skill:market-research-reports",
          "kind": "skill_action",
          "capability_id": "research.market-analysis",
          "effect": "unknown",
          "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/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE"
        },
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": []
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence found."
      },
      "fit": {
        "good_for": [
          "Evidence-traceable market research reports",
          "Market sizing and forecasting scenarios",
          "Competitive landscape analysis",
          "TAM/SAM/SOM reconciliation",
          "Auditable report scaffolds"
        ],
        "not_for": [
          "Investment, legal, antitrust, tax, accounting, or regulatory advice",
          "Fabricating citations or market figures",
          "Imitating consulting or analyst brands"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "source_record",
          "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports/SKILL.md",
          "observation": "Submitted Skill record for market-research-reports; declared license MIT.",
          "observed_at": "2026-09-03T02:47:03Z",
          "payload": {}
        },
        {
          "id": "source-inspection",
          "type": "source_inspection",
          "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/market-research-reports/SKILL.md",
          "observation": "The Skill source was fetched and inspected (14077 bytes; SHA-256 d0e4899ac905b91dadfbd4305b37528755d7b4d5b33dcb0b815c318123ae8769).",
          "observed_at": "2026-09-03T06:21:33.901Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Actual runtime behavior not tested",
        "Real-world usage not observed",
        "Network connectivity not verified"
      ],
      "id": "REV_5DEF5A29A76B",
      "resource_id": "RES_31B5482FD9ED",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "source-inspected-skill",
      "created_at": "2026-09-03T06:21:42.574Z"
    }
  }
}