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feat: expand chinese trigger coverage

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yaojingang
2026-04-23 15:37:11 +08:00
parent 7126bcb2e5
commit 91abffaad6
4 changed files with 210 additions and 23 deletions
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evals/improved_description.txt
+1 -1
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@@ -1 +1 @@
Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.
Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse. Also trigger on common Chinese asks such as 做一个 skill, 把流程沉淀成可复用能力, 封装成团队可复用的 skill, 优化已有 skill, 补 trigger 评测, or 收紧触发边界.
evals/semantic_config.json
+148 -19
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@@ -6,27 +6,46 @@
"prompts",
"transcripts",
"docs",
"notes"
"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",
"package a skill for team reuse"
"package a skill for team reuse",
"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"
],
"exclusions": [
"summary-only requests",
"translation-only requests",
"plain documentation tasks",
"brainstorming without building a skill"
"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"
"rough notes",
"流程",
"提示词",
"转录",
"文档",
"零散笔记"
]
},
"fallback_positive_concepts": [
@@ -55,7 +74,20 @@
"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"
"convert this into a maintained skill",
"做一个 skill",
"创建一个 skill",
"新建一个 skill",
"帮我做个 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",
"agent 能力包",
"能力包",
"skill 包"
]
},
"transform_workflow": {
@@ -77,7 +109,19 @@
"release notes",
"onboarding flow",
"support escalation routine",
"quarterly release routine"
"quarterly release routine",
"流程",
"工作流",
"操作流程",
"做事流程",
"方法",
"经验",
"sop 文档",
"会议纪要",
"对话记录",
"零散材料",
"提示词",
"话术"
]
},
"reuse_package": {
@@ -97,7 +141,19 @@
"team library",
"ops library",
"maintained",
"operationalize"
"operationalize",
"可复用",
"复用",
"封装",
"沉淀",
"标准化",
"标准化下来",
"团队复用",
"给团队用",
"方法包",
"团队能力包",
"沉淀下来",
"skill 包"
]
},
"eval_optimize": {
@@ -115,7 +171,18 @@
"false negatives",
"stress test",
"route boundary",
"hardening"
"hardening",
"评测",
"补评测",
"补 eval",
"触发测试",
"收紧触发边界",
"路由边界",
"误触发",
"漏触发",
"质量门",
"打包检查",
"边界测试"
]
},
"iterate_existing_skill": {
@@ -132,7 +199,18 @@
"tighten the boundary",
"revise this skill",
"draft skill",
"harden this skill for library reuse"
"harden this skill for library reuse",
"优化这个 skill",
"改进这个 skill",
"重构这个 skill",
"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": {
@@ -143,7 +221,13 @@
"manifest",
"folder",
"directory",
"files"
"files",
"参考资料",
"脚本",
"目录",
"文件夹",
"文档",
"话术"
]
},
"team_operationalize": {
@@ -155,7 +239,13 @@
"shared",
"distribution",
"sharing it with the team",
"team reuse"
"team reuse",
"团队",
"内部",
"统一标准",
"共用",
"给团队用",
"团队共享"
]
}
},
@@ -170,7 +260,12 @@
"explain this",
"in simpler language",
"tell me what it means",
"plain english"
"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": {
@@ -180,7 +275,11 @@
"summary",
"summarize",
"only want a summary",
"recap"
"recap",
"总结一下",
"概括一下",
"提炼重点",
"简单总结"
]
},
"translate_only": {
@@ -190,7 +289,11 @@
"translate",
"into japanese",
"into french",
"into russian"
"into russian",
"翻译",
"译成中文",
"译成英文",
"译成日文"
]
},
"brainstorm_only": {
@@ -200,7 +303,11 @@
"brainstorm",
"ideas",
"improve packaging",
"shape an idea"
"shape an idea",
"头脑风暴",
"给点想法",
"一起想想",
"先想方向"
]
},
"one_off_request": {
@@ -210,7 +317,11 @@
"one-off",
"custom answer",
"for this request",
"just this task"
"just this task",
"一次性",
"就这一次",
"只处理这次",
"不用复用"
]
},
"no_build_directive": {
@@ -229,6 +340,9 @@
"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",
@@ -236,7 +350,15 @@
"no skill package",
"do not convert it into a reusable capability",
"keep it as documentation only",
"discussion only"
"discussion only",
"先不要做成 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",
"只做文档",
"只做说明"
]
},
"document_only": {
@@ -254,7 +376,12 @@
"landing page",
"reference document",
"knowledge base",
"template only"
"template only",
"文档",
"说明文档",
"知识库",
"文章",
"汇报"
]
},
"future_outline": {
@@ -267,7 +394,9 @@
"outline for a possible future skill",
"maybe later",
"for later",
"future-ready outline"
"future-ready outline",
"not now",
"later but not now"
]
}
}
evals/trigger_cases.json
+57 -1
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@@ -7,7 +7,11 @@
"brainstorm",
"just explain",
"headline",
"summarize"
"summarize",
"不要做成 skill",
"只要总结",
"翻译一下",
"头脑风暴"
],
"should_trigger": [
{
@@ -109,6 +113,26 @@
{
"text": "Below is a noisy transcript plus release notes and prompt history. Ignore the chatter and turn this playbook into an agent capability package for the team library.",
"family": "long_context_trigger"
},
{
"text": "用 yao-meta-skill 帮我把这套重复流程沉淀成一个可复用 skill。",
"family": "cn_workflow_to_skill"
},
{
"text": "把这套 SOP、提示词和对话记录封装成团队可复用的 agent 能力。",
"family": "cn_complex_multi_asset"
},
{
"text": "优化这个已有 skill，补一下 trigger 评测和打包检查。",
"family": "cn_iterate_existing_skill"
},
{
"text": "帮我把零散材料和脚本整理成一个给团队复用的 skill 包。",
"family": "cn_package_for_team"
},
{
"text": "把这个客服升级流程标准化成一个可执行的 skill，并加上边界测试。",
"family": "cn_eval_and_package"
}
],
"should_not_trigger": [
@@ -199,6 +223,22 @@
{
"text": "Translate this long runbook into Russian and keep it as documentation only with no skill package.",
"family": "translate_only"
},
{
"text": "解释一下这个 workflow 是什么意思。",
"family": "cn_explain_only"
},
{
"text": "把这段文档总结一下就行，不要做成 skill。",
"family": "cn_summary_only"
},
{
"text": "把这些笔记翻译成中文，保持原样。",
"family": "cn_translate_only"
},
{
"text": "先一起头脑风暴几个方向，不要封装成 skill。",
"family": "cn_brainstorm_only"
}
],
"near_neighbor": [
@@ -277,6 +317,22 @@
{
"text": "From the long workflow below, create a template only and a checklist for discussion only. No skill package.",
"family": "long_context_near_neighbor"
},
{
"text": "先做一个可复用风格的清单模板，但不要做成 skill。",
"family": "cn_partial_scaffold_not_full_skill"
},
{
"text": "帮我整理成 wiki 文档，不要做成 agent 能力。",
"family": "cn_document_export_vs_agent_skill"
},
{
"text": "给我一个未来可能做成 skill 的大纲，先不要真的生成包。",
"family": "cn_future_outline_vs_build"
},
{
"text": "这次只给我一个一次性 prompt，不用复用成 skill。",
"family": "cn_one_off_vs_reusable"
}
]
}
scripts/trigger_eval.py
+4 -2
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@@ -5,13 +5,13 @@ import re
from pathlib import Path
WORD_RE = re.compile(r"[a-z0-9][a-z0-9_-]*")
WORD_RE = re.compile(r"[\w\u4e00-\u9fff]+", re.UNICODE)
DEFAULT_CONFIG_PATH = Path("evals/semantic_config.json")
def normalize(text: str) -> str:
text = text.lower()
text = re.sub(r"[^a-z0-9]+", " ", text)
text = re.sub(r"[^\w\u4e00-\u9fff]+", " ", text, flags=re.UNICODE)
return re.sub(r"\s+", " ", text).strip()
@@ -52,6 +52,8 @@ def phrase_present(text: str, phrase: str) -> bool:
phrase = normalize(phrase)
if not phrase:
return False
if re.search(r"[\u4e00-\u9fff]", phrase):
return phrase in text
return f" {phrase} " in f" {text} "