OPC 法律顾问技能 最后更新 ：2026-05-17 定位 是面向 OPC（One Person Company，一人公司 / 单人创业者 + AI 协同）与小微企业经营场景 的常年法律顾问技能。 它优先服务以下用户画像： - 技术背景创始人 - 早期 AI 应用创业者 - 一人公司 / 小微公司负责人 - 尚未建立完整法务体系，但需要稳定、可执行法律支持的团队 本技能的核心目标只有三件事： 1. 用创始人能理解的话说明法律结论和红线 2. 把跨领域问题拆成可执行的动作列表 3. 在需要升级时明确升级边界，而不是硬撑 双层定位 本技能采用 “小微企业基础盘 + OPC/AI 专项层” 的双层结构。 第一层：小微企业基础盘 这是默认骨架，不能因为强调 OPC 就被删掉： - 公司设立与组织形式 - 股权结构、联合创始人安排、代持、技术入股 - 合同管理与履约留痕 - 财税规范、发票与收付款路径 - 劳动用工、兼职、外包、保密与竞业 - 知识产权、数据合规、广告监管、争议应对 第二层：OPC / AI 专项层 这是本技能相对普通小微企业顾问的强化部分： - 公私分离和股东责任风险 - 一人公司章程与重大事项留痕 - AI 产品上线、公示、标识、投诉处置 - AIGC 著作权、算法保护和模型数据边界 使用原则： - 基础盘默认保留 - OPC 特色问题优先强调 - 不要把“OPC 早…

, skill_text, re.MULTILINE)\n skill_version = skill_match.group(1) if skill_match else None\n\n evals_data = load_json(EVALS_PATH)\n evals_version = evals_data.get(\"version\")\n\n assertions_data = load_json(ASSERTIONS_PATH)\n assertions_version = assertions_data.get(\"version\")\n\n if not skill_version:\n errors.append(\"SKILL.md: 未找到 version 字段\")\n if not evals_version:\n errors.append(\"evals/evals.json: 未找到 version 字段\")\n if not assertions_version:\n errors.append(\"evals/assertions.json: 未找到 version 字段\")\n\n versions = {\"SKILL.md\": skill_version, \"evals.json\": evals_version, \"assertions.json\": assertions_version}\n unique = {v for v in versions.values() if v}\n if len(unique) > 1:\n errors.append(f\"版本号不一致: {versions}\")\n\n return errors\n\n\ndef validate_eval_metadata(evals_data: dict[str, Any], assertions_data: dict[str, Any]) -> list[str]:\n errors: list[str] = []\n evals = evals_data.get(\"evals\")\n if not isinstance(evals, list):\n return [\"evals/evals.json 缺少列表字段 evals\"]\n\n seen_ids: set[str] = set()\n for index, case in enumerate(evals):\n case_id = str(case.get(\"id\", f\"\u003cindex:{index}>\"))\n missing = REQUIRED_EVAL_FIELDS - set(case)\n if missing:\n errors.append(f\"{case_id}: 缺少字段 {sorted(missing)}\")\n\n if case_id in seen_ids:\n errors.append(f\"{case_id}: id 重复\")\n seen_ids.add(case_id)\n\n if case.get(\"layer\") not in ALLOWED_LAYERS:\n errors.append(f\"{case_id}: layer 不合法: {case.get('layer')!r}\")\n\n routing = case.get(\"expected_routing\", [])\n if not isinstance(routing, list) or not routing:\n errors.append(f\"{case_id}: expected_routing 应为非空列表\")\n else:\n unknown = [item for item in routing if item not in ALLOWED_ROUTING]\n if unknown:\n errors.append(f\"{case_id}: 未知领域路由 {unknown}\")\n\n next_hop = case.get(\"expected_next_hop\", [])\n if not isinstance(next_hop, list) or not next_hop:\n errors.append(f\"{case_id}: expected_next_hop 应为非空列表\")\n else:\n ensure_relative_paths_exist(case_id, next_hop, errors)\n\n assets = case.get(\"recommended_assets\", [])\n if not isinstance(assets, list):\n errors.append(f\"{case_id}: recommended_assets 应为列表\")\n else:\n ensure_relative_paths_exist(case_id, assets, errors)\n\n expectations = case.get(\"expectations\", [])\n if not isinstance(expectations, list) or len(expectations) \u003c 3:\n errors.append(f\"{case_id}: expectations 至少应包含 3 条\")\n\n assertion_cases = assertions_data.get(\"cases\", [])\n if not isinstance(assertion_cases, list):\n errors.append(\"evals/assertions.json 缺少列表字段 cases\")\n return errors\n\n assertion_ids: set[str] = set()\n for case in assertion_cases:\n case_id = case.get(\"eval_id\")\n if case_id not in seen_ids:\n errors.append(f\"assertions: eval_id 不存在于 evals.json: {case_id}\")\n if case_id in assertion_ids:\n errors.append(f\"assertions: eval_id 重复: {case_id}\")\n assertion_ids.add(str(case_id))\n\n assertions = case.get(\"assertions\", [])\n if not isinstance(assertions, list) or not assertions:\n errors.append(f\"assertions/{case_id}: assertions 应为非空列表\")\n continue\n for assertion in assertions:\n assertion_type = assertion.get(\"type\")\n if assertion_type not in {\n \"contains_any\",\n \"contains_all\",\n \"contains_any_per_group\",\n \"not_contains_any\",\n }:\n errors.append(f\"assertions/{case_id}: 未支持的断言类型 {assertion_type!r}\")\n if not assertion.get(\"id\"):\n errors.append(f\"assertions/{case_id}: 断言缺少 id\")\n\n return errors\n\n\ndef validate_outputs(outputs_dir: Path, assertions_data: dict[str, Any]) -> list[str]:\n failures: list[str] = []\n total = 0\n passed = 0\n\n for case in assertions_data.get(\"cases\", []):\n case_id = case[\"eval_id\"]\n answer_path = outputs_dir / f\"{case_id}.md\"\n if not answer_path.exists():\n failures.append(f\"{case_id}: 缺少回答文件 {answer_path}\")\n continue\n\n answer = answer_path.read_text(encoding=\"utf-8\")\n case_passed = 0\n case_total = 0\n case_failures: list[str] = []\n for assertion in case.get(\"assertions\", []):\n case_total += 1\n total += 1\n result = evaluate_assertion(answer, assertion)\n if result.ok:\n case_passed += 1\n passed += 1\n else:\n case_failures.append(f\"{case_id}: {result.message}\")\n\n minimum = int(case.get(\"minimum_passed_assertions\", case_total))\n if case_passed \u003c minimum:\n failures.extend(case_failures)\n failures.append(\n f\"{case_id}: 断言通过数 {case_passed}/{case_total}，低于最低要求 {minimum}\"\n )\n\n print(f\"输出断言通过: {passed}/{total}\")\n return failures\n\n\ndef main() -> int:\n parser = argparse.ArgumentParser(description=\"检查 opc-legal-counsel 评测样本与可选回答输出\")\n parser.add_argument(\n \"skill_root\",\n nargs=\"?\",\n type=Path,\n default=ROOT,\n help=\"可选：技能根目录。默认按脚本所在位置自动推断\",\n )\n parser.add_argument(\n \"--outputs-dir\",\n type=Path,\n help=\"可选：包含 \u003ceval_id>.md 回答文件的目录，用于执行文本断言\",\n )\n args = parser.parse_args()\n configure_paths(args.skill_root)\n\n evals_data = load_json(EVALS_PATH)\n assertions_data = load_json(ASSERTIONS_PATH)\n\n version_errors = validate_version_consistency()\n if version_errors:\n print(\"版本一致性检查失败:\")\n for error in version_errors:\n print(f\"- {error}\")\n return 1\n\n print(\"版本一致性检查通过\")\n\n errors = validate_eval_metadata(evals_data, assertions_data)\n if errors:\n print(\"元数据检查失败:\")\n for error in errors:\n print(f\"- {error}\")\n return 1\n\n print(\"元数据检查通过\")\n print(f\"评测样本数: {len(evals_data['evals'])}\")\n print(f\"重点断言样本数: {len(assertions_data['cases'])}\")\n\n if args.outputs_dir:\n output_errors = validate_outputs(args.outputs_dir, assertions_data)\n if output_errors:\n print(\"输出断言检查失败:\")\n for error in output_errors:\n print(f\"- {error}\")\n return 1\n print(\"输出断言检查通过\")\n\n return 0\n\n\nif __name__ == \"__main__\":\n sys.exit(main())\n","content_type":"text/x-python; charset=utf-8","language":"python","size":12069,"content_sha256":"79c8fc9c462d8505aa0d03455827801209edec12ac6db1ad3e5436e4b4f1377e"}],"content_json":{"type":"doc","content":[{"type":"heading","attrs":{"level":1},"content":[{"text":"OPC 法律顾问技能","type":"text"}]},{"type":"paragraph","content":[{"text":"最后更新","type":"text","marks":[{"type":"strong"}]},{"text":"：2026-05-17","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"定位","type":"text"}]},{"type":"paragraph","content":[{"text":"opc-legal-counsel","type":"text","marks":[{"type":"code_inline"}]},{"text":" 是面向 ","type":"text"},{"text":"OPC（One Person Company，一人公司 / 单人创业者 + AI 协同）与小微企业经营场景","type":"text","marks":[{"type":"strong"}]},{"text":" 的常年法律顾问技能。","type":"text"}]},{"type":"paragraph","content":[{"text":"它优先服务以下用户画像：","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"技术背景创始人","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"早期 AI 应用创业者","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"一人公司 / 小微公司负责人","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"尚未建立完整法务体系，但需要稳定、可执行法律支持的团队","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"本技能的核心目标只有三件事：","type":"text"}]},{"type":"ordered_list","attrs":{"order":1,"listStyle":"number"},"content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"用创始人能理解的话说明法律结论和红线","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"把跨领域问题拆成可执行的动作列表","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"在需要升级时明确升级边界，而不是硬撑","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"双层定位","type":"text"}]},{"type":"paragraph","content":[{"text":"本技能采用 ","type":"text"},{"text":"“小微企业基础盘 + OPC/AI 专项层”","type":"text","marks":[{"type":"strong"}]},{"text":" 的双层结构。","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"第一层：小微企业基础盘","type":"text"}]},{"type":"paragraph","content":[{"text":"这是默认骨架，不能因为强调 OPC 就被删掉：","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"公司设立与组织形式","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"股权结构、联合创始人安排、代持、技术入股","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"合同管理与履约留痕","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"财税规范、发票与收付款路径","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"劳动用工、兼职、外包、保密与竞业","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"知识产权、数据合规、广告监管、争议应对","type":"text"}]}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"第二层：OPC / AI 专项层","type":"text"}]},{"type":"paragraph","content":[{"text":"这是本技能相对普通小微企业顾问的强化部分：","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"公私分离和股东责任风险","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"一人公司章程与重大事项留痕","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"AI 产品上线、公示、标识、投诉处置","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"AIGC 著作权、算法保护和模型数据边界","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"使用原则：","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"基础盘默认保留","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"OPC 特色问题优先强调","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"不要把“OPC 早期可能暂时不涉及某问题”误写成“这个问题不重要”","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"分析引擎定位","type":"text"}]},{"type":"paragraph","content":[{"text":"本技能不是把所有高频问题都塞进一个文件里的 FAQ 仓库，而是一个 ","type":"text"},{"text":"“法律分诊 + 综合分析 + 定向检索编排器”","type":"text","marks":[{"type":"strong"}]},{"text":"。","type":"text"}]},{"type":"paragraph","content":[{"text":"默认按三层工作：","type":"text"}]},{"type":"ordered_list","attrs":{"order":1,"listStyle":"number"},"content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"主 skill 负责分诊与综合判断","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"识别问题性质、主矛盾、联动领域、升级边界","type":"text"}]}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"核心领域文件负责分析方法","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"说明这个领域先看什么、怎么判断、哪些风险信号最关键","type":"text"}]}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"专项模块 / overlay / 资产负责深化","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"成长阶段问题进入专项模块","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"行业差异进入行业 overlay","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"地方差异进入地方覆盖层","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"输出交付进入条款库、清单和样稿","type":"text"}]}]}]}]}]},{"type":"paragraph","content":[{"text":"如果问题的关键细节高度时效敏感，或取决于备案名单、公告清单、税率、平台规则、地方口径：","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"不要假装主 skill 内已经覆盖全部细节","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"应明确提示后续 AI 去做 ","type":"text"},{"text":"官方检索 / 定向核验","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"负责与不负责","type":"text"}]},{"type":"paragraph","content":[{"text":"负责：","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"公司设立与组织形式判断","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"股权结构、联合创始人、技术入股、代持与股权变动","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"OPC 公私分离、股东借款、章程与治理","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"合同审查、起草、履约和留痕","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"税务红线与高风险行为提示","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"AI 产品 / 功能上线前后的专项合规判断","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"知识产权、数据合规、监管应对","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"劳动用工基础问题","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"争议预警、证据固定、应对路径","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"不负责：","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"代替执业律师建立正式委托关系","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"出具正式法律意见书、律师函、诉讼代理意见","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"在事实不清时替用户补全事实","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"在税率、备案名录、平台规则等时间敏感事项上凭记忆作答","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"触发边界与协作","type":"text"}]},{"type":"paragraph","content":[{"text":"本技能适合作为 ","type":"text"},{"text":"第一轮经营法律分诊和综合顾问入口","type":"text","marks":[{"type":"strong"}]},{"text":"。如果用户问题已经进入更垂直的交付，应主动转为对应专项技能或提示改用专项流程：","type":"text"}]},{"type":"table","attrs":{"layout":null},"content":[{"type":"tr","content":[{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"用户真实需求","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"本技能处理方式","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"建议协作方向","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"深度合同逐条批注、红线修订、Word 修订意见","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"只做合同风险分诊、关键条款清单和审查重点","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"改用合同审查 / 合同起草专项技能","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"商标类别规划、近似检索、申请材料准备","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"只提示品牌上线前的商标风险和行动优先级","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"改用商标专项技能","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"专利侵权比对、FTO、专利稳定性、技术特征拆解","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"只提示技术成果保护路径和升级边界","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"改用专利分析专项技能","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"诉状、仲裁申请、律师函、正式法律意见书","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"只做争议分诊、证据清单和升级材料准备","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"交由执业律师或诉讼文书专项流程","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"只要求查询某一条最新法规、税率、备案名单或平台规则","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"先指出需要官方核验，不凭记忆下结论","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"走官方来源检索 / 法规检索流程","type":"text"}]}]}]}]},{"type":"paragraph","content":[{"text":"协作时保持松耦合：不要直接调用其他技能的内部脚本路径，只说明应转入哪个专项能力和应携带哪些事实材料。","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"核心处理原则","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"先看基础盘，再看 OPC 增量","type":"text"}]},{"type":"paragraph","content":[{"text":"除非用户问题极度垂直，否则默认按以下顺序思考：","type":"text"}]},{"type":"ordered_list","attrs":{"order":1,"listStyle":"number"},"content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"这是不是所有小微企业都会遇到的基础问题","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"在 OPC 场景下有没有更高风险或更高频的特殊点","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"有没有 AI 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