{
  "notice": "\u6f14\u793a\u76ee\u5f55\u3002\u8fd9\u4e9b\u6761\u76ee\u662f\u4e3a\u68c0\u9a8c\u683c\u5f0f\u800c\u5199\u7684\uff0c\u65e2\u4e0d\u662f\u4e00\u4efd\u5b8c\u6574\u6e05\u5355\uff0c\u4e5f\u6ca1\u6709\u83b7\u5f97\u4efb\u4f55\u673a\u6784\u8ba4\u53ef\uff1b\u5176\u4e2d\u7684\u590d\u6838\u65e5\u671f\u90fd\u662f\u793a\u4f8b\u8bb0\u5f55\u3002",
  "demo": true,
  "catalogue_date": "2026-03-01",
  "schema": "ai-field-manual/skills@1",
  "count": 13,
  "skills": [
    {
      "id": "cite-checked-summary",
      "code": "FM-01",
      "title": "\u4e3a\u957f\u6587\u6863\u505a\u4e00\u4efd\u5e26\u53ef\u6838\u5bf9\u5f15\u7528\u7684\u6458\u8981",
      "summary": "\u9010\u6bb5\u6458\u8981\uff0c\u6bcf\u6761\u7ed3\u8bba\u90fd\u9644\u4e00\u53e5\u80fd\u5728\u539f\u6587\u91cc\u627e\u5230\u7684\u539f\u8bdd\u3002",
      "outcome": "\u4e00\u9875\u7eb8\u7684\u6458\u8981\uff0c\u6bcf\u6761\u7ed3\u8bba\u90fd\u6307\u5411\u4e00\u4e2a\u7ae0\u8282\u548c\u4e00\u53e5\u539f\u6587\uff0c\u53e6\u5916\u8fd8\u5217\u51fa\u6458\u8981\u6ca1\u6709\u8986\u76d6\u7684\u5185\u5bb9\u3002",
      "task": "understand",
      "category": "research",
      "level": "starter",
      "effort_minutes": {
        "setup": 5,
        "per_run": 25
      },
      "environments": [
        {
          "env": "chat",
          "support": "full"
        },
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "local",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.2",
        "reviewed_on": "2026-02-10",
        "review_due": false
      },
      "path": "zh/skills/cite-checked-summary/",
      "demo": true
    },
    {
      "id": "meeting-decisions-actions",
      "code": "FM-02",
      "title": "\u628a\u4f1a\u8bae\u8bb0\u5f55\u6574\u7406\u6210\u51b3\u8bae\u548c\u6709\u5f52\u5c5e\u7684\u884c\u52a8\u9879",
      "summary": "\u4ece\u4f1a\u8bae\u8bb0\u5f55\u91cc\u6574\u7406\u51fa\u4e09\u4efd\u6e05\u5355\uff0c\u8d1f\u8d23\u4eba\u53ea\u53d6\u539f\u8bdd\u91cc\u8bf4\u8fc7\u7684\uff0c\u5e76\u4e14\u5728\u53d1\u51fa\u524d\u9010\u4e00\u786e\u8ba4\u3002",
      "outcome": "\u4e00\u4efd\u5305\u542b\u51b3\u8bae\u3001\u884c\u52a8\u9879\uff08\u8d1f\u8d23\u4eba\u548c\u622a\u6b62\u65e5\u671f\u5747\u6309\u539f\u8bdd\uff09\u548c\u5f85\u5b9a\u95ee\u9898\u7684\u7eaa\u8981\uff0c\u4e14\u6bcf\u4f4d\u8d1f\u8d23\u4eba\u90fd\u5df2\u786e\u8ba4\u3002",
      "task": "understand",
      "category": "communication",
      "level": "starter",
      "effort_minutes": {
        "setup": 2,
        "per_run": 15
      },
      "environments": [
        {
          "env": "chat",
          "support": "full"
        },
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "flow",
          "support": "partial"
        },
        {
          "env": "local",
          "support": "partial"
        }
      ],
      "risks": [
        "people",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2026-01-20",
        "review_due": false
      },
      "path": "zh/skills/meeting-decisions-actions/",
      "demo": true
    },
    {
      "id": "invoice-fields-checked",
      "code": "FM-03",
      "title": "\u628a\u53d1\u7968\u5b57\u6bb5\u62bd\u53d6\u5230\u4e00\u5f20\u80fd\u81ea\u68c0\u7684\u8868\u683c\u91cc",
      "summary": "\u5b57\u6bb5\u62bd\u53d6\u5b81\u53ef\u7559\u7a7a\u4e5f\u4e0d\u731c\uff0c\u518d\u7528\u7b97\u672f\u6821\u9a8c\u548c\u62bd\u6837\u4eba\u5de5\u590d\u6838\u628a\u5173\u3002",
      "outcome": "\u6bcf\u5f20\u53d1\u7968\u4e00\u884c\u3001\u5404\u5217\u6709\u660e\u786e\u7c7b\u578b\uff0c\u7b97\u672f\u6821\u9a8c\u7ed9\u51fa\u901a\u8fc7\u6216\u5931\u8d25\u6807\u8bb0\uff0c\u5e76\u5f97\u5230\u4e00\u4e2a\u5b9e\u6d4b\u7684\u9519\u8bef\u7387\u3002",
      "task": "extract",
      "category": "operations",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 45,
        "per_run": 10
      },
      "environments": [
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "flow",
          "support": "full"
        },
        {
          "env": "sheet",
          "support": "partial"
        },
        {
          "env": "chat",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "cost",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "2.0",
        "reviewed_on": "2026-02-02",
        "review_due": false
      },
      "path": "zh/skills/invoice-fields-checked/",
      "demo": true
    },
    {
      "id": "eval-set-before-change",
      "code": "FM-04",
      "title": "\u6539\u52a8\u63d0\u793a\u8bcd\u4e4b\u524d\uff0c\u5148\u5efa\u4e00\u5957\u5c0f\u89c4\u6a21\u8bc4\u6d4b\u96c6",
      "summary": "\u4fdd\u5b58 20 \u5230 50 \u4e2a\u5e26\u9884\u671f\u7279\u5f81\u7684\u7528\u4f8b\uff0c\u6bcf\u6b21\u6539\u52a8\u524d\u540e\u90fd\u8dd1\u4e00\u904d\uff0c\u8ba9\u6539\u8fdb\u88ab\u6d4b\u91cf\u51fa\u6765\u800c\u4e0d\u662f\u51ed\u611f\u89c9\u3002",
      "outcome": "\u4e00\u4efd\u7eb3\u5165\u7248\u672c\u7ba1\u7406\u7684\u7528\u4f8b\u6587\u4ef6\u3001\u5f53\u524d\u63d0\u793a\u8bcd\u7684\u57fa\u7ebf\u5f97\u5206\uff0c\u4ee5\u53ca\u6bcf\u6b21\u6539\u52a8\u7684\u9010\u4f8b\u5bf9\u6bd4\u3002",
      "task": "evaluate",
      "category": "engineering",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 90,
        "per_run": 15
      },
      "environments": [
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "agent",
          "support": "full"
        },
        {
          "env": "sheet",
          "support": "partial"
        },
        {
          "env": "chat",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.1",
        "reviewed_on": "2026-01-08",
        "review_due": false
      },
      "path": "zh/skills/eval-set-before-change/",
      "demo": true
    },
    {
      "id": "blind-compare",
      "code": "FM-05",
      "title": "\u5728\u81ea\u5df1\u7684\u4efb\u52a1\u4e0a\u76f2\u6d4b\u4e24\u4e2a\u6a21\u578b\u6216\u4e24\u4e2a\u63d0\u793a\u8bcd",
      "summary": "\u5e76\u6392\u8f93\u51fa\u3001\u9690\u85cf\u6807\u7b7e\uff0c\u6309\u4e00\u4efd\u7b80\u77ed\u7684\u8bc4\u5206\u6807\u51c6\u6253\u5206\uff0c\u8ba9\u9009\u62e9\u4f9d\u636e\u4f60\u7684\u5b9e\u9645\u5de5\u4f5c\u800c\u4e0d\u662f\u540d\u6c14\u3002",
      "outcome": "\u6309\u6807\u51c6\u7edf\u8ba1\u7684\u80dc\u3001\u8d1f\u3001\u5e73\u8ba1\u6570\uff0c\u4ee5\u53ca\u5728\u5f00\u59cb\u4e4b\u524d\u5c31\u5199\u4e0b\u5e73\u5c40\u89c4\u5219\u7684\u6700\u7ec8\u51b3\u5b9a\u3002",
      "task": "evaluate",
      "category": "research",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 30,
        "per_run": 40
      },
      "environments": [
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "sheet",
          "support": "full"
        },
        {
          "env": "chat",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "cost"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2025-12-01",
        "review_due": false
      },
      "path": "zh/skills/blind-compare/",
      "demo": true
    },
    {
      "id": "redact-before-sharing",
      "code": "FM-06",
      "title": "\u628a\u6587\u672c\u4ea4\u7ed9\u52a9\u624b\u4e4b\u524d\u5148\u505a\u8131\u654f",
      "summary": "\u7528\u7edf\u4e00\u7684\u5360\u4f4d\u7b26\u66ff\u6362\u4eba\u540d\u548c\u6807\u8bc6\u7b26\uff0c\u5bc6\u94a5\u8868\u7559\u5728\u4f60\u672c\u5730\uff0c\u53d1\u9001\u524d\u518d\u641c\u4e00\u904d\u6709\u6ca1\u6709\u6f0f\u7f51\u3002",
      "outcome": "\u4e00\u4efd\u4fdd\u7559\u539f\u610f\u3001\u5df2\u8131\u654f\u7684\u6587\u672c\uff0c\u4e00\u4efd\u4ece\u4e0d\u79bb\u5f00\u4f60\u673a\u5668\u7684\u79c1\u6709\u5bf9\u7167\u8868\uff0c\u4ee5\u53ca\u4e00\u4efd\u8fd8\u539f\u540e\u7684\u7ed3\u679c\u3002",
      "task": "protect",
      "category": "governance",
      "level": "starter",
      "effort_minutes": {
        "setup": 5,
        "per_run": 15
      },
      "environments": [
        {
          "env": "chat",
          "support": "full"
        },
        {
          "env": "local",
          "support": "full"
        },
        {
          "env": "api",
          "support": "partial"
        },
        {
          "env": "flow",
          "support": "partial"
        }
      ],
      "risks": [
        "privacy",
        "security"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.1",
        "reviewed_on": "2026-02-18",
        "review_due": false
      },
      "path": "zh/skills/redact-before-sharing/",
      "demo": true
    },
    {
      "id": "agent-instruction-file",
      "code": "FM-07",
      "title": "\u4e3a\u7f16\u7801\u667a\u80fd\u4f53\u5199\u4e00\u4efd\u9879\u76ee\u8bf4\u660e\u6587\u4ef6",
      "summary": "\u4ed3\u5e93\u91cc\u7684\u4e00\u4efd\u77ed\u6587\u4ef6\uff0c\u5199\u660e\u5982\u4f55\u6784\u5efa\u3001\u5982\u4f55\u6d4b\u8bd5\u4ee5\u53ca\u8fb9\u754c\u5728\u54ea\u91cc\uff0c\u5e76\u7528\u4e00\u4e2a\u5c0f\u4efb\u52a1\u9a8c\u8bc1\u8fc7\u3002",
      "outcome": "\u4e00\u4efd\u5199\u660e\u786e\u5207\u547d\u4ee4\u3001\u8fb9\u754c\u3001\u7ea6\u5b9a\u548c\u5b8c\u6210\u6807\u51c6\u7684\u8bf4\u660e\u6587\u4ef6\uff0c\u5e76\u7ecf\u8fc7\u4e00\u4e2a\u8bd5\u7528\u4efb\u52a1\u7684\u68c0\u9a8c\u3002",
      "task": "build",
      "category": "engineering",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 40,
        "per_run": 20
      },
      "environments": [
        {
          "env": "agent",
          "support": "full"
        }
      ],
      "risks": [
        "accuracy",
        "security"
      ],
      "status": {
        "state": "needs-review",
        "version": "1.3",
        "reviewed_on": "2026-01-25",
        "review_due": false
      },
      "path": "zh/skills/agent-instruction-file/",
      "demo": true
    },
    {
      "id": "tests-first-agent",
      "code": "FM-08",
      "title": "\u8ba9\u7f16\u7801\u667a\u80fd\u4f53\u53bb\u5b9e\u73b0\u4f60\u5148\u5199\u597d\u7684\u6d4b\u8bd5",
      "summary": "\u4f60\u5148\u628a\u884c\u4e3a\u56fa\u5b9a\u5728\u6d4b\u8bd5\u91cc\uff0c\u667a\u80fd\u4f53\u5199\u5b9e\u73b0\uff0c\u4f60\u8d1f\u8d23\u68c0\u67e5\u5b83\u6709\u6ca1\u6709\u6539\u52a8\u6216\u524a\u5f31\u6d4b\u8bd5\u3002",
      "outcome": "\u4e00\u5904\u884c\u4e3a\u88ab\u4f60\u81ea\u5df1\u5199\u7684\u6d4b\u8bd5\u9501\u4f4f\u7684\u6539\u52a8\uff0cdiff \u4f60\u5df2\u7ecf\u8bfb\u8fc7\uff0c\u5168\u5957\u6d4b\u8bd5\u4e5f\u7531\u4f60\u4eb2\u81ea\u8dd1\u8fc7\u3002",
      "task": "build",
      "category": "engineering",
      "level": "advanced",
      "effort_minutes": {
        "setup": 45,
        "per_run": 30
      },
      "environments": [
        {
          "env": "agent",
          "support": "full"
        },
        {
          "env": "api",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "security"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2026-02-24",
        "review_due": false
      },
      "path": "zh/skills/tests-first-agent/",
      "demo": true
    },
    {
      "id": "read-only-review",
      "code": "FM-09",
      "title": "\u7528\u53ea\u8bfb\u7684\u667a\u80fd\u4f53\u505a\u4ee3\u7801\u8bc4\u5ba1",
      "summary": "\u53ea\u8bfb\u7684\u667a\u80fd\u4f53\u7ed9\u51fa\u5e26\u6587\u4ef6\u3001\u884c\u53f7\u548c\u5931\u8d25\u573a\u666f\u7684\u95ee\u9898\uff1b\u6bcf\u6761\u90fd\u7531\u4eba\u6838\u5b9e\u540e\u624d\u53d1\u51fa\u3002",
      "outcome": "\u4e00\u4efd\u7ecf\u8fc7\u6838\u5b9e\u7684\u95ee\u9898\u6e05\u5355\uff0c\u6bcf\u6761\u90fd\u6709\u5177\u4f53\u7684\u5931\u8d25\u573a\u666f\uff0c\u5e76\u9644\u5e26\u6301\u7eed\u7edf\u8ba1\u7684\u8bef\u62a5\u6570\u3002",
      "task": "build",
      "category": "engineering",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 10,
        "per_run": 25
      },
      "environments": [
        {
          "env": "agent",
          "support": "full"
        },
        {
          "env": "chat",
          "support": "partial"
        }
      ],
      "risks": [
        "people",
        "security"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.1",
        "reviewed_on": "2025-08-20",
        "review_due": true
      },
      "path": "zh/skills/read-only-review/",
      "demo": true
    },
    {
      "id": "ticket-triage-rubric",
      "code": "FM-10",
      "title": "\u7528\u8bc4\u5206\u6807\u51c6\u548c\u4eba\u5de5\u62bd\u6837\u7ed9\u5de5\u5355\u5206\u7c7b",
      "summary": "\u628a\u7c7b\u522b\u5b9a\u4e49\u5199\u6e05\u695a\uff0c\u4fdd\u7559\u660e\u786e\u7684\u201c\u4e0d\u786e\u5b9a\u201d\u9009\u9879\u8f6c\u7ed9\u4eba\u5de5\uff0c\u6bcf\u5468\u518d\u62bd\u67e5\u4e00\u4e2a\u968f\u673a\u6837\u672c\u3002",
      "outcome": "\u5de5\u5355\u88ab\u6253\u4e0a\u7c7b\u522b\u6216\u201c\u4e0d\u786e\u5b9a\u201d\u6807\u7b7e\uff0c\u4e0d\u786e\u5b9a\u9879\u6709\u56fa\u5b9a\u5206\u6d41\u89c4\u5219\uff0c\u5e76\u6709\u4e00\u4efd\u6bcf\u5468\u7684\u6a21\u578b\u4e0e\u590d\u6838\u8005\u4e00\u81f4\u7387\u3002",
      "task": "extract",
      "category": "operations",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 60,
        "per_run": 20
      },
      "environments": [
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "flow",
          "support": "full"
        },
        {
          "env": "sheet",
          "support": "partial"
        }
      ],
      "risks": [
        "people",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2026-01-30",
        "review_due": false
      },
      "path": "zh/skills/ticket-triage-rubric/",
      "demo": true
    },
    {
      "id": "glossary-translation",
      "code": "FM-11",
      "title": "\u7528\u56fa\u5b9a\u672f\u8bed\u8868\u548c\u56de\u8bd1\u68c0\u67e5\u6765\u505a\u7ffb\u8bd1",
      "summary": "\u4e0d\u5141\u8bb8\u6f02\u79fb\u7684\u672f\u8bed\u63d0\u524d\u5b9a\u6b7b\uff0c\u518d\u7528\u4e00\u6b21\u72ec\u7acb\u7684\u56de\u8bd1\u770b\u610f\u601d\u5728\u54ea\u91cc\u8d70\u6837\u3002",
      "outcome": "\u4e00\u4efd\u4f7f\u7528\u7ea6\u5b9a\u672f\u8bed\u7684\u8bd1\u6587\u3001\u4e00\u4efd\u56de\u8bd1\u53d1\u73b0\u7684\u8bed\u4e49\u5dee\u5f02\u6e05\u5355\uff0c\u4ee5\u53ca\u516c\u5f00\u6587\u672c\u7684\u590d\u6838\u7b7e\u5b57\u3002",
      "task": "write",
      "category": "communication",
      "level": "practitioner",
      "effort_minutes": {
        "setup": 30,
        "per_run": 30
      },
      "environments": [
        {
          "env": "chat",
          "support": "full"
        },
        {
          "env": "api",
          "support": "full"
        },
        {
          "env": "local",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "people"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2025-11-18",
        "review_due": false
      },
      "path": "zh/skills/glossary-translation/",
      "demo": true
    },
    {
      "id": "local-model-drafts",
      "code": "FM-12",
      "title": "\u7528\u672c\u5730\u6a21\u578b\u79bb\u7ebf\u8d77\u8349\u654f\u611f\u6587\u672c",
      "summary": "\u5728\u81ea\u5df1\u673a\u5668\u4e0a\u8dd1\u6a21\u578b\uff0c\u88c5\u597d\u4e4b\u540e\u65ad\u7f51\u4f7f\u7528\uff0c\u7528\u4e8e\u90a3\u4e9b\u7edd\u4e0d\u80fd\u5916\u53d1\u7684\u8349\u7a3f\u3002",
      "outcome": "\u4e00\u5957\u53ef\u7528\u7684\u672c\u5730\u73af\u5883\uff1a\u8bb8\u53ef\u5df2\u6838\u5bf9\u3001\u79bb\u7ebf\u8fd0\u884c\u5df2\u9a8c\u8bc1\uff0c\u5e76\u517b\u6210\u6e05\u7406\u4e34\u65f6\u6587\u4ef6\u7684\u4e60\u60ef\u3002",
      "task": "protect",
      "category": "governance",
      "level": "advanced",
      "effort_minutes": {
        "setup": 90,
        "per_run": 10
      },
      "environments": [
        {
          "env": "local",
          "support": "full"
        }
      ],
      "risks": [
        "accuracy",
        "rights",
        "security"
      ],
      "status": {
        "state": "needs-review",
        "version": "1.1",
        "reviewed_on": "2025-12-12",
        "review_due": false
      },
      "path": "zh/skills/local-model-drafts/",
      "demo": true
    },
    {
      "id": "sheet-analysis-verified",
      "code": "FM-13",
      "title": "\u8ba9\u52a9\u624b\u5e2e\u4f60\u5206\u6790\u8868\u683c\uff0c\u5e76\u9010\u4e2a\u6838\u5bf9\u6570\u5b57",
      "summary": "\u52a9\u624b\u53ea\u8d1f\u8d23\u63d0\u51fa\u65b9\u6cd5\u548c\u516c\u5f0f\uff0c\u6570\u5b57\u7531\u8868\u683c\u7b97\u51fa\u6765\uff0c\u4f60\u518d\u4ea4\u53c9\u6838\u5bf9\u5408\u8ba1\u3002",
      "outcome": "\u4e00\u4efd\u7b80\u77ed\u7684\u5206\u6790\uff0c\u5176\u4e2d\u6570\u5b57\u6765\u81ea\u4f60\u8868\u683c\u91cc\u7684\u516c\u5f0f\uff0c\u5e76\u9644\u4e00\u884c\u4ea4\u53c9\u6838\u5bf9\u548c\u4e00\u5f20\u6807\u6ce8\u6e05\u6670\u7684\u56fe\u8868\u3002",
      "task": "understand",
      "category": "data",
      "level": "starter",
      "effort_minutes": {
        "setup": 10,
        "per_run": 30
      },
      "environments": [
        {
          "env": "sheet",
          "support": "full"
        },
        {
          "env": "chat",
          "support": "partial"
        },
        {
          "env": "api",
          "support": "partial"
        }
      ],
      "risks": [
        "accuracy",
        "privacy"
      ],
      "status": {
        "state": "reviewed",
        "version": "1.0",
        "reviewed_on": "2026-02-14",
        "review_due": false
      },
      "path": "zh/skills/sheet-analysis-verified/",
      "demo": true
    }
  ]
}