{
  "optimizer_hints": {
    "capability": "Create, refactor, evaluate, and package agent skills",
    "inputs": [
      "workflows",
      "prompts",
      "transcripts",
      "docs",
      "notes",
      "流程",
      "提示词",
      "对话记录",
      "文档",
      "笔记"
    ],
    "trigger_actions": [
      "create a skill",
      "turn a repeated process into a reusable skill",
      "improve an existing skill",
      "add evals",
      "add tests",
      "package a skill for team reuse",
      "migrate an existing skill",
      "prepare packaging, installation, or release",
      "govern a reusable skill",
      "做一个 skill",
      "把流程沉淀成可复用 skill",
      "优化现有 skill",
      "补 trigger 评测",
      "封装成团队可复用 skill",
      "迁移 skill",
      "发布 skill",
      "打包发布检查"
    ],
    "exclusions": [
      "summary-only requests",
      "translation-only requests",
      "plain documentation tasks",
      "brainstorming without building a skill",
      "只要总结",
      "只做翻译",
      "只做文档",
      "先 brainstorm 不建 skill"
    ],
    "artifacts": [
      "workflows",
      "prompts",
      "transcripts",
      "docs",
      "rough notes",
      "流程",
      "提示词",
      "转录",
      "文档",
      "零散笔记"
    ]
  },
  "fallback_positive_concepts": [
    "build_skill",
    "transform_workflow",
    "reuse_package",
    "eval_optimize",
    "iterate_existing_skill"
  ],
  "positive_concepts": {
    "build_skill": {
      "weight": 0.34,
      "phrases": [
        "create a skill",
        "build a skill",
        "make a skill",
        "generate a skill",
        "agent skill",
        "skill package",
        "meta skill",
        "meta-skill",
        "turn this into a skill",
        "turn all of that into one reusable skill package",
        "codify this workflow",
        "codify this routine",
        "operationalize this workflow as a reusable skill",
        "formalize this process into a reusable capability",
        "turn this playbook into an agent capability package",
        "convert this into a maintained skill",
        "agent capability",
        "reusable agent capability",
        "skill library entry",
        "skill authoring",
        "做一个 skill",
        "创建一个 skill",
        "新建一个 skill",
        "帮我做个 skill",
        "改一个 skill",
        "重构一个 skill",
        "迁移一个 skill",
        "发布一个 skill",
        "这个 skill",
        "已有 skill",
        "现有 skill",
        "做成一个 skill",
        "封装成一个 skill",
        "沉淀成一个 skill",
        "整理成一个 skill",
        "抽成一个 skill",
        "可复用 skill",
        "可执行 skill",
        "团队 skill",
        "agent 能力包",
        "能力包",
        "skill 包"
      ]
    },
    "transform_workflow": {
      "weight": 0.2,
      "phrases": [
        "workflow",
        "runbook",
        "process",
        "checklist",
        "prompt history",
        "operations checklist",
        "internal process note",
        "existing skill draft",
        "rough notes",
        "standard operating procedure",
        "operating procedure",
        "sop",
        "playbook",
        "transcript",
        "chat transcript",
        "meeting notes",
        "workflow fragments",
        "release notes",
        "onboarding flow",
        "support escalation routine",
        "quarterly release routine",
        "scripts",
        "repeated team practice",
        "流程",
        "工作流",
        "操作流程",
        "做事流程",
        "作业流程",
        "方法",
        "经验",
        "复盘",
        "sop 文档",
        "会议纪要",
        "对话记录",
        "零散材料",
        "提示词",
        "话术"
      ]
    },
    "reuse_package": {
      "weight": 0.2,
      "phrases": [
        "reusable",
        "reuse",
        "package",
        "packaging",
        "distribution",
        "share it with the team",
        "team reuse",
        "internal workflows",
        "production-ready",
        "library entry",
        "shared capability",
        "team library",
        "ops library",
        "maintained",
        "operationalize",
        "release-ready",
        "publish",
        "release",
        "installation",
        "installable",
        "portability",
        "registry",
        "governance",
        "review gate",
        "可复用",
        "复用",
        "封装",
        "打包",
        "沉淀",
        "标准化",
        "标准化下来",
        "团队复用",
        "给团队用",
        "团队可用",
        "安装复用",
        "可安装",
        "发布",
        "上架",
        "交付",
        "治理",
        "注册表",
        "方法包",
        "团队能力包",
        "沉淀下来",
        "skill 包"
      ]
    },
    "eval_optimize": {
      "weight": 0.16,
      "phrases": [
        "evals",
        "trigger evals",
        "near-neighbor",
        "trigger boundary",
        "benchmark",
        "validation",
        "validate",
        "packaging checks",
        "false positives",
        "false negatives",
        "stress test",
        "route boundary",
        "routing",
        "route evals",
        "trigger routing",
        "activation",
        "description optimization",
        "tests",
        "install checks",
        "release checks",
        "hardening",
        "评测",
        "补评测",
        "补 eval",
        "补测试",
        "触发测试",
        "触发词",
        "触发范围",
        "召回",
        "收紧触发边界",
        "路由边界",
        "路由评测",
        "激活",
        "误触发",
        "漏触发",
        "质量门",
        "安装验证",
        "发布检查",
        "打包检查",
        "边界测试"
      ]
    },
    "iterate_existing_skill": {
      "weight": 0.16,
      "phrases": [
        "improve an existing skill",
        "existing skill",
        "this skill",
        "skill description",
        "optimize skill triggering",
        "package this skill",
        "sharing it with the team",
        "before sharing it with the team",
        "tighten the boundary",
        "revise this skill",
        "refactor this skill",
        "migrate this skill",
        "port this skill",
        "convert this skill",
        "release this skill",
        "publish this skill",
        "make this skill release-ready",
        "codex-ready package",
        "claude skill",
        "codex format",
        "interface metadata",
        "manifest",
        "install checks",
        "draft skill",
        "harden this skill for library reuse",
        "优化这个 skill",
        "改进这个 skill",
        "重构这个 skill",
        "扩大这个 skill",
        "调整这个 skill",
        "优化触发范围",
        "扩大触发范围",
        "迁移这个 skill",
        "发布这个 skill",
        "把这个 skill 迁移",
        "让这个 skill 可发布",
        "补一下评测",
        "补 trigger 测试",
        "加强路由判断",
        "让它适合团队复用",
        "收紧这个 skill 的边界",
        "已有 skill",
        "现有 skill",
        "优化已有 skill"
      ]
    },
    "multi_asset": {
      "weight": 0.06,
      "phrases": [
        "references",
        "scripts",
        "manifest",
        "folder",
        "directory",
        "files",
        "参考资料",
        "脚本",
        "目录",
        "文件夹",
        "文档",
        "话术"
      ]
    },
    "team_operationalize": {
      "weight": 0.04,
      "phrases": [
        "team",
        "internal",
        "standardize",
        "shared",
        "distribution",
        "sharing it with the team",
        "team reuse",
        "团队",
        "内部",
        "统一标准",
        "共用",
        "给团队用",
        "团队共享"
      ]
    }
  },
  "negative_concepts": {
    "explain_only": {
      "weight": 0.26,
      "exclusive": true,
      "phrases": [
        "explain what",
        "just explain",
        "explain it",
        "explain this",
        "in simpler language",
        "tell me what it means",
        "plain english",
        "解释一下",
        "给我讲讲",
        "什么意思",
        "说清楚一点",
        "帮我理解一下"
      ]
    },
    "summarize_only": {
      "weight": 0.3,
      "exclusive": true,
      "phrases": [
        "summary",
        "summarize",
        "only want a summary",
        "recap",
        "总结一下",
        "概括一下",
        "提炼重点",
        "简单总结"
      ]
    },
    "translate_only": {
      "weight": 0.35,
      "exclusive": true,
      "phrases": [
        "translate",
        "into japanese",
        "into french",
        "into russian",
        "翻译",
        "译成中文",
        "译成英文",
        "译成日文"
      ]
    },
    "brainstorm_only": {
      "weight": 0.24,
      "exclusive": true,
      "phrases": [
        "brainstorm",
        "ideas",
        "improve packaging",
        "shape an idea",
        "头脑风暴",
        "给点想法",
        "一起想想",
        "先想方向"
      ]
    },
    "one_off_request": {
      "weight": 0.24,
      "exclusive": true,
      "phrases": [
        "one-off",
        "custom answer",
        "for this request",
        "just this task",
        "一次性",
        "就这一次",
        "只处理这次",
        "不用复用"
      ]
    },
    "no_build_directive": {
      "weight": 0.42,
      "exclusive": true,
      "phrases": [
        "do not build",
        "don't build",
        "without building",
        "do not generate any skill files",
        "not a reusable skill",
        "not as an agent skill",
        "not an agent skill",
        "without turning them into an agent skill",
        "do not turn it into a skill",
        "do not package it",
        "stop short of making a full skill",
        "not a skill yet",
        "not now",
        "later but not now",
        "maybe build later",
        "plain note",
        "keep it as a plain note",
        "no packaging needed",
        "not for agent execution",
        "no skill package",
        "do not convert it into a reusable capability",
        "keep it as documentation only",
        "discussion only",
        "no agent execution",
        "先不要做成 skill",
        "先不做 skill",
        "不要做成 skill",
        "不用封装",
        "不要打包",
        "不要沉淀成能力",
        "先别做成可复用能力",
        "不需要 agent 执行",
        "不做 agent 能力",
        "只做文档",
        "只做说明"
      ]
    },
    "document_only": {
      "weight": 0.18,
      "exclusive": false,
      "phrases": [
        "readme",
        "document",
        "document package",
        "reusable-looking document",
        "wiki",
        "article",
        "blog title",
        "headline",
        "landing page",
        "reference document",
        "knowledge base",
        "template only",
        "文档",
        "说明文档",
        "知识库",
        "文章",
        "汇报"
      ]
    },
    "future_outline": {
      "weight": 0.22,
      "exclusive": true,
      "phrases": [
        "future skill",
        "possible future skill",
        "before we decide whether to build",
        "outline for a possible future skill",
        "maybe later",
        "for later",
        "future-ready outline",
        "not now",
        "later but not now"
      ]
    }
  }
}
