le-spec v1.0.0：Le SPEC 智能需求分析与 SPEC 生成总控 skill——真实集成 grilling/grill-with-docs(domain-modeling) + think + openspec(CLI 1.16.1 + 7 个 openspec-* skills，均经 skills.sh 装入 ~/.agents/skills 并软链四 runtime)；七阶段工作流（识别/十类分拣/Grill 访谈/Think 挑战/反向验收/OpenSpec 生成/四视角审查）复杂度三档自适应；状态 state.md + 调用账本 ledger.jsonl 双持久化支撑中断恢复与真实调用核验；依赖检查 deps_check.py 分级报缺+精确安装命令，ledger.py append/check/tail；四类回合终止停点（批准前不编码为硬约束）；测试 A-I 九项全过：两场景 fresh-context 子代理多轮实测（4 轮访谈+变更+中断恢复+strict validate 双项目通过），账本 28 条真实调用（grilling×9/think×2/openspec CLI×14），独立子代理审查实测抓出自审遗漏的 2 blocking；已知限制 7 项如实入库（reports/test-report.md）

skills/le-spec/evals/trigger_cases.json

@@ -0,0 +1,23 @@
+{
+  "_说明": "Le SPEC 触发用例。应触发：从想法/零散需求出发要梳理成规格；不应触发：已批准 SPEC 的实现、纯文案、无关任务。family 标注场景族。",
+  "recommended_threshold": 0.3,
+  "negative_patterns": ["直接写代码", "直接改代码", "别做 spec", "别做访谈", "润色", "排版", "只要总结", "翻译一下", "帮我实现"],
+  "should_trigger": [
+    {"text": "帮我把这个想法整理成 spec，我想做一个记账 App", "family": "idea_to_spec"},
+    {"text": "这些需求有点乱，你先帮我梳理梳理，想清楚了再动手", "family": "messy_requirements"},
+    {"text": "我要做个 App，先分析下需求，来一场深度访谈", "family": "explicit_interview"},
+    {"text": "用 openspec 给这个新功能写个正式的规格", "family": "openspec_named"},
+    {"text": "先 grill 我一下，把这个方案想透再写规格", "family": "grill_named"},
+    {"text": "需求变了，把之前批准的 spec 更新一下，加一个导出功能", "family": "spec_change"},
+    {"text": "refine these rough requirements into a testable spec", "family": "en_trigger"}
+  ],
+  "should_not_trigger": [
+    {"text": "spec 已经批了，现在开始实现 tasks 里的任务吧", "family": "implementation_phase"},
+    {"text": "帮我把这份 PRD 润色一下排版更好看", "family": "doc_polish"},
+    {"text": "这段代码有个 bug，帮我修一下", "family": "unrelated_task"},
+    {"text": "别做 spec 了直接改代码，改完告诉我就行", "family": "explicit_skip"}
+  ],
+  "near_neighbor": [
+    {"text": "帮我把这个想法整理成 skill", "family": "meta_confusion_should_route_le_meta_skill"}
+  ]
+}