Steer generation rules toward direction pools and readable fills.

Direction-first pools, recipes, and grade manifestation replace enum-tag stuffing; spawned products can be deleted and in-flight runs aborted. Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-08 01:02:32 +08:00
parent 3c751988de
commit e2446b0d97
23 changed files with 2023 additions and 292 deletions
@@ -58,7 +58,7 @@
 **存盘**：三块都在同一 `正文` 里。**注入**：默认 `full` 时整份正文都会进模型——若日后只要左栏进游玩，再改投影，不靠藏 UI。  
 实现机制正文：`依据的核心体验` + `支撑点[]` + `支撑点关系[]` + `覆盖检验`（见 `mechanism`）。  
 舞台骨架正文：尺度 / 基底与变造 / **社会结构** / **世界状况** / 关键舞台区 / 未展开范围（见 `world-blueprint`）。  
-生成规则正文：必要性判断 + `rules[]`（生成与描写 + **单层**产物格式 + 可选多池绑顶层字段 + **数量**与**一次生成**（单条|同批，同批须钉记录间关系））；自评＝必要性/属性妥当/格式准确。  
+生成规则正文：必要性判断 + `rules[]`（设计判断 + 生成与描写含**配方/表现** + **分级表现** + **单层**产物格式 + 可选池：**方向池**以方向概括为主、例子极少，**元素池**仅封闭集合，旁观抽样只抽元素池 + **数量**与**一次生成**）；自评＝必要性/属性妥当/材料得当/格式准确。  
 美学纲领自评仍为：交互范式 / 美学纲领 / 整体协调（勿与生成规则三维混用）。  
 叙事指南与故事推进正文：一份全文（纲领/遣词/笔墨/禁忌/推进等）；**整份**双挂转述与主世界层，不为省 token 拆两套投影。artifact=`设计.叙事指南与故事推进`。  
 回复呈现：每轮终稿给用户看什么（正文/字数/日期/变量）；artifact=`设计.监控栏`（旧称设计监控栏/状态栏）。
@@ -144,7 +144,7 @@ API：`POST /api/sessions/:id/context-order`（`move` / `set_projection` / `set_
 |--------|----------|
 | `context-fragment.v1` 外壳 | brief / 挂载 / **自评十分制（x/10）** / 追问 |
 | 美学纲领与交互范式 | mosaic（设定逻辑 / 交互范式 / 美学纲领） |
-| 生成规则 | 必要性 + 规则卡（方法、单层字段表、池） |
+| 生成规则 | 必要性 + 规则卡（配方/表现、分级表象、单层字段表、方向池/元素池） |
 | 舞台骨架 | 尺度 / 社会 / 状况 / 关键区实体卡 |
 | 实现机制 | 支撑点卡 + 关系 + 覆盖检验 |
 | 其它技能正文 | 通用结构化（KV）；**应补专用卡** |
@@ -29,7 +29,7 @@
 | 块 id | 必填 | 用途 |
 |-------|------|------|
 | `meta` | 建议 | YAML：name / id / artifact / declaration / when / when_not / boundary |
-| `opening` | 可选 | **默认问题**正文。开局：配方 `steps` 已预置进「设计.创作流程」，用户首句即坐在 DAG 第一步；若「用户.需求」已有内容，程序**跳过**再抛 opening，直接进本步 LLM |
+| `opening` | 可选 | **默认问题**正文。点进节点时由程序发给用户（不经本步 LLM），用户先答一轮再产出。整块可省略 = 本步直接 LLM |
 | `task` | 是 | 本步任务与验收边界 |
 | `principles` | 建议 | 原则 |
 | `probe` | 建议 | 追问策略 |
@@ -173,7 +173,7 @@ recipes/world-simulator|expand-assistant/recipe.yaml
 | 美学纲领与交互范式 | `aesthetics-interaction` | **范例已写**；前端 mosaic 视图 |
 | 实现机制 | `mechanism` | **已写**：`context-fragment.v1`（支撑点正文 + 自评 + 追问）；`feeds: gm`；**专用卡已接** |
 | 舞台骨架 | `world-blueprint` | **已写**：`context-fragment.v1`；社会结构 + 世界状况；**专用卡已接** |
-| 生成规则 | `generation-rules` | **已写**：`context-fragment.v1`；宽原则 + 严合同键；可反复；**〔先验产物〕**；规划字段 `target`；挂 gm+auditor；**专用卡已接** |
+| 生成规则 | `generation-rules` | **已写**：`context-fragment.v1`；方向池优先、元素池仅封闭集合；可反复；**〔先验产物〕**；规划字段 `target`；挂 gm+auditor；**专用卡已接** |
 | 具体实例 | `concrete-instances` | **已写**：`context-fragment.v1`；只按规则执行；可反复；**〔先验产物〕**；规划字段 `rule_id` |
 | 叙事指南与故事推进 | `narrative` | **已写**：一份全文双挂；**不**为省 token 拆投影；结构化卡 |
 | 拓扑图谱 | `topology` | 必须生成且不适合走生成规则→实例时，用拓扑结构写出（升级路径、地图、人物关系等） |
@@ -57,8 +57,7 @@ feeds: design_only
 一次 design-step、一场对话、一次验收。参与方式与美学内容在同一步内交叉追问，不要先交「半份交互」再开「半份美学」。
 用户已答过追问：把答复写入正文三块，`追问.题目` 优先 `[]`；禁止在「交互范式」与「美学纲领」之间轮流补洞拖验收。核心体验与权限边界够用即可收。
-若程序已发出默认问题：用户首答在「用户.worker答复」，开场白在「创作.能力开场白」。禁止重复同一开场；在首答基础上补洞、追问、产出。
+若程序已发出默认问题：用户首答在「用户.worker答复」，开场白在「创作.能力开场白」。禁止重复同一开场；在首答基础上补洞、追问、产出。黑板「用户.需求」里已有的句子当作补充材料采纳，不代替本步引导作答。
 开局通常已由配方写入「设计.创作流程」第一步；若「用户.需求」已有首句：程序会跳过默认问题——首句即本步对话，只补真正缺口。
 ```
 ## principles
@@ -79,7 +78,7 @@ feeds: design_only
 ```probe
 本步只钉三件：站位（代入 / 镜头看哪 / 爽从哪来）、核心感觉（反复感受到什么）、轮转边界（何时等用户）。
-用户首句或黑板已有的直接采纳。默认问题已覆盖变造、代入、核心感觉；开场若已跳过，把「用户.需求」首句当答复。已答清的不重问。
+用户首句或黑板已有的直接采纳。默认问题已覆盖变造、代入、核心感觉。已答清的不重问。
 缺其中一件：在产物「追问」写 1～2 点（建议选项 + 短场景）；顶层 askUser 为 null。三件够验收：`追问.题目` 为 `[]`，内容维度等其余键写「未定」或省略。
@@ -49,7 +49,7 @@ modules:
    repeatable: true
    declaration: >-
      要精准格式，或本局原创导致知识中无可参考对象、或难以在无指导情况下生成足够可信内容且故事里还要生成时：写出该对象族怎么生成；
-      不填最终实例；可按对象反复
+      创意字段用方向池，不堆枚举词；不填最终实例；可按对象反复
    artifact: 设计.生成规则
    params:
      - key: target
@@ -19,7 +19,7 @@ when_not: |
  规则是 `runtime_only` → 不排，游玩期再生成。
  只要规则不要预写实例 → 不排。
 boundary: |
-  本技能只做一件事：按指定规则生成 records。规则说怎么写、什么格式、如何用池，就照做。
+  本技能只做一件事：按指定规则生成 records。规则说怎么写、什么格式、如何用池、填到多厚，就照做。
  生成规则：合同制定方——本步不重论证、不修改。
 feeds: gm
 ```
@@ -49,8 +49,14 @@ feeds: gm
   - `单条`：本批 `records` 恰好 1 条；规划 `count` 即使写成多条也忽略。
   - `同批`：一次交齐互有关系的多条。条数：规划 `count` 有数字用数字，否则用规则「数量」。生成时先对齐「一次生成.关系」（各条如何互指、对立、同场），再填各条字段。
   `batch_goal` 只作不违反规则的筛选。缺「一次生成」时按「数量」/ `count` 交 `records[]`（可多条）。
-3. 完全按规则的「生成与描写」+「产物格式」+「池」生成 `records`（始终是数组，单条也是长度为 1 的数组；键=schema 顶层字段）。
+3. 完全按规则的「生成与描写」+「产物格式」+「池」+「分级表现」生成 `records`（始终是数组，单条也是长度为 1 的数组；键=schema 顶层字段）。
-4. 按规则自检；不合格内部重做。已有产物则追加批次（除非用户要求替换）。
+   池的用法以规则 `池型` 为准：
   - **方向**：以方向为主。粒度是词条/方向时，字段值可以就是方向名。粒度是句子时，按该方向写开（方向名可作标签，后面仍要达到地板）。方向说明里的专名不是选项库，不要按专名点菜。
   - **元素**：从 `条目` 里抽取或必选，写入绑定字段。
   有 **配方**：按配方从各组件取方向，拼进目标字段那一格。
   有 **分级表现**：实例只填档位短值；不要把整段表象复制进 record，除非 schema 单独设了表象字段。叙事时按规则展开。
   无池的描写字段按 `粒度`/`地板`/`表现`/`工作流` 写到够厚。
 4. 按规则自检（含地板：句子级不得只用一个词交差）；不合格内部重做。已有产物则追加批次（除非用户要求替换）。
 5. 输出 JSON；追问通常 `[]`。
 summary：`具体实例 · {对象} · {n}条`
@@ -59,10 +65,11 @@ summary：`具体实例 · {对象} · {n}条`
 ## principles
 ```principles
-1. 只按规则来：方法、格式、池、数量、一次生成、约束——规则有什么用什么；没有的不发明。
+1. 只按规则来：方法、配方、表现、分级表现、格式、池型、数量、一次生成、约束、地板——规则有什么用什么；没有的不发明。
 2. 同批先钉记录间关系再填各条；单条不虚构同场关系。始终交 `records[]`。
-3. 只交 records：单层 JSON；不交解释、草稿、schema 副本、整池粘贴。
+3. 只交 records：单层 JSON；不交解释、草稿、schema 副本、整池粘贴。方向以方向为主；说明里的专名不是选项。
-4. 要改合同 → 回「生成规则」，本步不加字段、不改枚举。
+4. 句子级描写必须达到该字段 `地板`；词条/档位/数字可以短。句子级不要只丢一个词交差；方向名可以当选项或标签。
 5. 要改合同 → 回「生成规则」，本步不加字段、不改枚举、不改池型。
 ```
 ## probe
@@ -98,7 +105,7 @@ summary：`具体实例 · {对象} · {n}条`
      {
        "名": "合规模",
        "分数": 8,
-        "说明": "是否严格按该规则的方法、单层格式、池与约束生成"
+        "说明": "是否按方法/配方/表现/单层格式/池型（方向为主，元素=抽取）/分级表现/地板生成；句子级是否达到粒度"
      }
    ],
    "薄弱点": "一句话；无则空字符串"
@@ -123,7 +130,7 @@ summary：`具体实例 · {对象} · {n}条`
 ```checklist
 - [ ] 按本步认定的 rule_id（规划或步内钉）的预生成规则执行？
 - [ ] 一次生成已遵守（单条=1 条；同批=多条且关系对齐）？records 始终是数组？
- [ ] records 单层、键值符合产物格式与全部约束？
+- [ ] records 单层、键值符合产物格式与全部约束？句子级是否达到地板？有配方是否组装进目标字段？方向是否以方向为主（专名不当选项库）？
 - [ ] 自评为合规模？未改合同？
 ```
@@ -132,6 +139,9 @@ summary：`具体实例 · {对象} · {n}条`
 ```examples
 好：规则一次生成=同批、关系=开局仇敌二人 → 本批 2 条，对立在两条里对齐。
 好：规则一次生成=单条 → 本批 1 条；还要更多就再点原型。
 好：方向「冷焰」作标签，能力描述按该方向写开到可感知；或粒度=方向时字段值就是「冷焰」。
 好：阶层字段填「金丹」，表象留在规则的分级表现里，不把整段对照复制进每条 record。
 坏：同批规则却只交 1 条，或分多步把有关系的人拆开写。
 坏：加规则没有的字段；输出一段「我是怎么想的」却没有 records；本步改 schema。
 坏：句子级只填「阴郁」；或按方向说明里那个专名点菜交差。
 ```
@@ -2,7 +2,7 @@
 > 技能文档。程序只切割下方 **fence 块**；`##` 标题仅供人读。  
 > 产物外壳：`docs/context-fragment-design.md`；范例：`aesthetics-interaction` / `mechanism`。  
-> 正文高度自定义（描写文案、schema 字段、池条目随对象族而变）；外壳与规则键必须严。
+> 正文高度自定义（描写文案、schema 字段、池随对象族而变）；外壳与规则键必须严。
 ## meta
@@ -11,7 +11,8 @@ name: 生成规则
 id: generation-rules
 artifact: 设计.生成规则
 declaration: >
-  要精准格式，或本局原创听了会雾且故事里还要生成时：写出该对象族怎么生成（描写/格式/可选池）；不填最终实例；可按对象反复
+  要精准格式，或本局原创听了会雾且故事里还要生成时：写出该对象族怎么生成（描写/格式/可选池）；
  创意字段用方向池给创作范围，不堆枚举词；不填最终实例；可按对象反复
 when: |
  已有「美学纲领与交互范式」或等价整体感觉，且下面两条满足一条就排（可按对象族反复）：
  a. 生成物必须有精准格式。例：武功典籍要有名字、效果、阶层。
@@ -22,12 +23,12 @@ when_not: |
  只要几张具名名片、不必按规则生成 → 不排；已有规则再要名片 → 「具体实例」。
  跨轮记住什么 → 「变量设计与更新规则」。故事怎么往前写 → 「叙事指南与故事推进」。
 boundary: |
-  本技能：一条规则＝怎么描写/生成 + 单层 JSON 产物格式 + 可选多池（各绑一个顶层字段）。
+  本技能：一条规则＝怎么描写/生成 + 单层 JSON 产物格式 + 可选池（方向池优先；元素池仅封闭集合）。
-  具体实例：按规则填最终 records；本步不写最终实例（池条目≠实例）。
+  具体实例：按规则填最终 records；本步不写最终实例（池≠实例）。
  舞台骨架 / 实现机制：可引用，不重写百科、不重钉既成法则。
  变量*：游玩期状态更新——本步只约束生成时的类型与合法初值范围。
  随机范围整理：把本步（及其他上游）里需要的掷骰/检定范围收成插入表——本步可写合法区间，不代替那份汇总。
-  旁观维护：可读合同（rule_id、产物格式、何时可 need_generate）；不依赖整份描写长文。
+  旁观维护：可读合同（rule_id、产物格式、何时可 need_generate）；程序抽样只抽元素池；方向池由填写方按规则自创。
 feeds: gm,auditor
 ```
@@ -43,7 +44,7 @@ feeds: gm,auditor
 2. 这是不是本局原创、听了会一头雾水、还要在故事里随机生成的东西？
 3. 更需要：开局先钉一批、游玩中再随机补，还是只在游玩期动态生成？
 4. 这类实例彼此有没有必须同场钉死的关系（如互为亲属、对立、同场搭档）？有 → 一次同批生成；彼此独立 → 一次一条。
-5. 哪些产物字段需要「池」？（池挂在 JSON 字段上，如气质标签池→`气质`；可多个；没有就说没有）
+5. 有没有必须全员一致、能数完的标签（阶层、强度档、武器种类）？名字、能力、气质、外貌这类写不完的，后面用「方向」划范围（一句话概括即可，少举例）。阶层这类光看名字不懂的，后面会写成能看见/听见的对照，不要只留阶名。
 想到什么写什么；完整规则在正式产物里钉。
 ```
@@ -53,11 +54,10 @@ feeds: gm,auditor
 ```task
 你正在执行「生成规则」。产物必须是 **context-fragment.v1** JSON，写入「设计.生成规则」。
-本步写出的最终物是**规则**，不是实例。一条规则必须说清两件事，并可附第三件：
+本步写出的最终物是**规则**，不是实例。规则是创造这类东西的方法：空白表格 + 怎么填厚 + 必要时给方向。一条规则必须说清两件事，并可附第三件：
-1. **生成与描写**：应该怎么写、怎么生成（步骤、依据、语气/切面、约束）。
+1. **生成与描写**：按什么顺序写、多方向如何拼进一格、每格填到多厚、分级如何被感知。
-2. **产物格式**：生成结果必须遵循的可校验格式（schema）。
+2. **产物格式**：生成结果必须遵循的可校验格式（schema）。描写字段要有粒度和地板。
-3. **池**（可选）：每个池挂在产物格式里的某个字段（变量）上，供该字段抽取/组装/枚举；
+3. **池**（可选，默认无）：优先 **方向池**（方向名 + 一句概括；默认不举例，至多点 1 个专名）；**元素池**只给能数完、必须全员一致的封闭集合。无则 `池: []`。
   一条规则可多个池；无则 `池: []`。
 本步是〔先验产物〕：先定本轮对象族，再写规则。读【本步对象】与【原型建议】；在本步钉「写什么」。禁止顺手扩到其它族。
@@ -70,12 +70,19 @@ feeds: gm,auditor
   - `seed_and_runtime`：先种子实例；规则与实例都保留，游玩期仍可按同规则生成。
 4. 钉「数量」与「一次生成」（两件不同的事）：
   - **数量**：这类对象总共要有几条（fixed / range / contextual）。
-   - **一次生成**：点一次「具体实例」交几条。彼此有必须同场对齐的关系 → `同批`（一次交出并对齐关系）；彼此独立 → `单条`（一次只交 1 条，要更多就再点原型）。产物形状始终是 `records[]`，不因单条改成单对象。
+   - **一次生成**：点一次「具体实例」交几条。彼此有必须同场对齐的关系 → `同批`；彼此独立 → `单条`。产物形状始终是 `records[]`。
-5. 写满规则三块：生成与描写（可较长）+ 产物格式（**单层 JSON**：每条产物是一层键值，无嵌套对象）+ 池（需要才填；绑顶层字段）。
+5. 写字段前先做设计判断（写入该 rule 的 `设计判断`）：
-6. 逐字段过筛：每个属性都要能回答「对本对象族是否必要」。冗余字段删掉（如女主规则里的「性别」）；对象族必需字段不得漏（如 D&D 怪物的等级、攻击骰）。
+   - 列出 **不可穷举项**（姓名、绰号、能力概念、外貌手感等理论上写不完的）→ 这些用方向池或自由写，禁止做成条目枚举。
-7. `rule_id`：规划已给则用；否则稳定 kebab-case。已有产物按 rule_id 增量。
+   - 列出 **封闭集合**（阶层、强度档、有限类型名）→ 这些才用 `allowed_values` 或一个元素池。
   - 标签本身看不懂的分级（境界、品阶、强度档、好感档等）→ 必须另写 `分级表现`，把每档写成可感知的详细表象，不要只留字母/阶名。
   - 从本对象族真正用得上的面挑 3～6 个正交字段（是什么 / 能做什么 / 和谁关联 / 怎么被感知），不要摊通用名片。
   - 外貌、服装、仪式等由几面拼成一格的 → 写 `配方`（多方向组装进同一个顶层字段），不要拆成嵌套对象，也不要为每一面各建元素池。
 6. 写满规则：生成与描写（含配方、表现、工作流、反模式）+ 产物格式（**单层 JSON**）+ 池（需要才填）+ 需要时的分级表现。
   每个描写类 string 字段必须有 `粒度`（句子）和 `地板`（填到什么才算够）。`示例形状` 必须达到地板，禁止用单标签当示例。
 7. 逐字段过筛：每个属性都要能回答「对本对象族是否必要」。冗余字段删掉（如女主规则里的「性别」）；玩法接口不得漏（如 D&D 怪物的等级、攻击骰）。
 8. `rule_id`：规划已给则用；否则稳定 kebab-case。已有产物按 rule_id 增量。
   若本步对象与规划不一致，以最新对象为准并重钉对应英文 rule_id，禁止沿用旧 id。
-8. 按自评三维打分并填追问；输出 JSON。禁止夹带最终实例 records。
+9. 按自评四维打分并填追问；输出 JSON。禁止夹带最终实例 records。
 若程序已发默认问题：禁止重复开场；在首答上补洞。
 summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生成并动态} · {单条|同批}`；跳过 → `生成规则 · {对象} · 无需专门规则`。
@@ -86,15 +93,21 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
 ```principles
 1. 整条规则先问必要性：时机 a（精准格式）或时机 b（原创会雾且还要生成）是否成立？两条都不成立则跳过，勿硬造表。
 2. 一调用一对象族；格式或用途不同则分次编排。
-3. 规则 = 描写/生成方法 + 产物格式；池是可选附属（可多池），不是必填第三设计。
+3. 规则 = 描写/生成方法 + 产物格式。池不是必填第三设计；默认 `池: []`。宁少池，勿为每个字段挂一套词表。
 4. 属性逐个过筛：每个字段必须对本对象族有意义；禁塞通用名片字段，也禁漏掉玩法接口字段。
 5. 产物格式 = **单层 JSON**：一条产物是一层扁平对象；值仅为标量或「标量数组」。
   禁止嵌套 object、禁止 object 数组。此格式要对齐动态表格列、旁观者→主世界层生成、以及投影取字段。
   类型/必填/枚举/上下界必须可校验；禁止只给示例让下游猜类型。
-6. 池绑顶层字段名（如 `气质`、`攻击花招`）；一条规则可多池。池条目是该字段材料，不是整条 record。
+6. 池分两种，先判断能不能数完：
-7. 生命周期先行；未定前不假装可执行「具体实例」。
+   - **方向池**（默认）：选项理论上无限。给 4～8 个方向；每条以**方向名 + 一句概括**为主。默认不举例；需要手感时至多点 1 个专名，禁止把方向写成作品名/例句清单。填写以方向为主：方向名可以当选项或标签；句子级字段按该方向写开。程序不抽方向池。
-8. **一次生成**看关系，不看「想不想一次多写」：有必须同场钉死的关系（亲属、对立、同场搭档等）→ `同批`；彼此独立 → `单条`。`同批` 至少 2 条，否则改 `单条`。不要把「总共要几个」（数量）和「这一次交几条」（一次生成）混成一件事。
+   - **元素池**：选项有限且必须全员一致（阶层、武器种类、强度档字母）。条目可穷举；旁观 `need_generate` 只抽这类池。
-9. 不写变量更新公式、不写剧情推进、不填最终实例。
+   姓名、绰号、能力概念、外貌、气质（作描写时）禁止元素池，也禁止用 `allowed_values` 假穷举。同一封闭集合不要既写枚举又再建元素池。
 7. 填值要有地板。骰子、是否可破坏可以短。外貌、能力现象、限制、互动手感必须写到可感知。`示例形状` 是地板的样板，不是「阴郁」这种标签。
   分级标签本身看不懂时：实例字段仍填短档位；详细对照写在 `分级表现`（每档 = 一句概括 + 一段可感知表象，相邻档必须能分清）。不要只丢「A / 金丹」让人猜。
 8. 几面拼成一格用 **配方**：点名目标字段、用到哪些方向组件、怎么拼进这一格。表现类要点用 **表现**：一句概括 + 至多 1 条例子；例子是密度样板，不是选项库。
 9. 生命周期先行；未定前不假装可执行「具体实例」。
 10. **一次生成**看关系，不看「想不想一次多写」：有必须同场钉死的关系 → `同批`；彼此独立 → `单条`。`同批` 至少 2 条。不要把「总共要几个」和「这一次交几条」混成一件事。
 11. 不写变量更新公式、不写剧情推进、不填最终实例。
 ```
 ## probe
@@ -102,9 +115,9 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
 ```probe
 每轮 1～2 点。规划已钉且用户未改对象时，禁止重问 target / rule_id。规划为空或用户要换对象时，先问本轮生成什么。
-优先：整条规则是否必要；实例彼此有无必须同场对齐的关系（一次生成：同批 vs 单条）；某字段该不该进表（冗余 vs 漏接口）；单层格式类型/枚举/边界；哪些字段要池。
+优先：整条规则是否必要；实例彼此有无必须同场对齐的关系；某字段该不该进表；不可穷举项有没有被错做成枚举词表；分级标签够不够让人看懂；描写字段地板是否够用。
 若时机 a/b 都不成立 → 建议跳过，停追问字段与格式。
-不追问：最终实例正文、变量增减公式、其它对象族、完整世界百科。
+不追问：最终实例正文、变量增减公式、其它对象族、完整世界百科、再给哪个字段加一套枚举池。
 ```
 ## output
@@ -113,7 +126,7 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
 {
  "schema": "context-fragment.v1",
  "技能": "生成规则",
-  "brief": "一句话：对象族 + 建立规则|无需专门规则 + 生命周期（若建立）+ 有池|无池",
+  "brief": "一句话：对象族 + 建立规则|无需专门规则 + 生命周期（若建立）+ 方向池|元素池|无池",
  "mount": ["world-simulator", "auditor"],
  "稳变": "stable",
  "正文": {
@@ -149,16 +162,50 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
          "模式": "单条|同批",
          "关系": "同批必填：本批记录之间必须一起钉的联系；单条写「彼此独立」"
        },
        "设计判断": {
          "不可穷举项": ["姓名", "能力概念", "外貌"],
          "封闭集合": ["类型", "阶层"],
          "正交字段依据": "一句话：为何是这几个字段而不是通用名片"
        },
        "生成与描写": {
          "依据": ["可较长；引用上游产物或用户要求"],
-          "方法": ["可较长：生成顺序、如何组装、描写口径、语气/切面、如何用池"],
+          "配方": [
            {
              "目标字段": "外貌",
              "组件": ["轮廓方向", "质感方向"],
              "组装": "各取一个方向，拼进外貌这一格；不要拆成嵌套对象"
            }
          ],
          "表现": [
            {
              "针对": "能力现象",
              "概括": "写到旁人能看见或听见的变化，以及对手能抓住的空隙",
              "例子": ["至多 1 条密度样板；没有就不写"]
            }
          ],
          "工作流": ["按配方取方向并组装", "封闭档位对照分级表现", "按地板写描写格"],
          "方法": ["描写口径；方向为主（方向名可作选项/标签，句子级按该方向写开）；元素池如何抽取"],
          "硬约束": ["任何产物不得违反"],
-          "字段间约束": ["例：阵营=A 时权限≥3"],
+          "字段间约束": ["有就写；无则 []"],
          "变化维度": ["允许随机或变化的部分；无则 []"],
          "禁止项": ["不得出现的组合或内容"],
          "去重规则": ["同批/跨批"],
-          "校验": ["类型、枚举、边界、世界与体验一致性；以及是否按方法生成"]
+          "反模式": ["为名字/能力/外貌建枚举条目池", "描写字段只填一个词", "方向池堆作品名或例句当选项", "分级只写阶名没有表象"],
          "校验": ["类型、枚举、边界、地板、配方是否组装进目标字段、分级表现是否可分档"]
        },
        "分级表现": [
          {
            "字段": "阶层",
            "说明": "实例只填档位值；叙事按本表展开。无此类分级则 []",
            "档位": [
              {
                "值": "档位名",
                "概括": "一句：这档能做到什么量级",
                "表象": "可感知的详细对照（看见/听见/碰到什么；须能和上下档分清）"
              }
            ]
          }
        ],
        "产物格式": {
          "格式": "单层JSON",
          "批量时": "array of flat object（每条记录单层）|单条则一个 flat object",
@@ -167,8 +214,11 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
              "type": "string|number|integer|boolean|enum|array",
              "required": true,
              "description": "语义 + 为何本对象族需要此字段；可较长",
              "粒度": "词条|方向|句子",
              "创作": "自由|约束|参考方向|必选元素",
              "地板": "描写类必填：填到什么才算够；词条/数字可省略",
              "allowed_values": [
-                { "value": "枚举值", "meaning": "含义" }
+                { "value": "仅封闭集合", "meaning": "含义" }
              ],
              "minimum": 0,
              "maximum": 100,
@@ -178,28 +228,32 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
            }
          },
          "示例形状": {
-            "名称": "……",
+            "名称": "达到地板的名字，不是「某某」",
-            "等级": 3,
+            "阶层": "金丹",
-            "攻击骰": "2d6+2",
+            "外貌": "按配方拼好的一段可感知外貌，不是「黑发高个」",
-            "气质": "阴郁"
+            "能力描述": "写清现象与可被抓住的空隙；禁止一个词交差"
          }
        },
        "池": [
          {
            "pool_id": "英文 kebab-case；同规则内唯一",
            "名称": "人话名",
-            "绑定字段": "单层 schema 的顶层字段名，例：气质 / 攻击花招",
+            "池型": "方向|元素",
-            "用途": "灵感组装|随机抽取|枚举生成|其它",
+            "绑定字段": "单层 schema 的顶层字段名",
-            "说明": "该字段如何用本池；与「生成与描写.方法」如何配合；可较长",
+            "用途": "方向：方向为主的创作范围|元素：随机抽取或必选",
            "说明": "该字段如何用本池；多池绑同一字段时看配方",
            "方向": {
              "方向名": "一句概括。默认到此为止；至多再点 1 个专名。仅池型=方向时使用"
            },
            "条目": [
              {
                "id": "可选稳定 id",
-                "内容": "材料正文或短标签；结构随池自定义，但同池宜一致",
+                "内容": "仅池型=元素：可穷举的标签或短词",
                "权重": 1,
                "标签": ["可选分类标签"]
              }
            ],
-            "抽取或组装规则": "可较长；无特殊则写「均匀随机」或「按方法写入绑定字段」"
+            "抽取或组装规则": "方向池写「以方向为主；句子级按该方向写开」；多池同字段看配方；元素池写抽取方式，默认均匀随机"
          }
        ]
      }
@@ -216,12 +270,17 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
      {
        "名": "属性妥当",
        "分数": 8,
-        "说明": "逐字段：有无冗余（如女主规则的性别）或缺失（如 D&D 怪物缺等级/攻击骰）；跳过时写 N/A"
+        "说明": "逐字段：有无冗余或缺失玩法接口；跳过时写 N/A"
      },
      {
        "名": "材料得当",
        "分数": 8,
        "说明": "不可穷举项是否做成方向池/自由而非假穷举；方向是否以概括为主、例子极少；元素池是否仅封闭集合；该细的分级是否有表象；描写字段地板是否够密；跳过时写 N/A"
      },
      {
        "名": "格式准确",
        "分数": 8,
-        "说明": "是否严格单层 JSON、类型/必填/枚举/边界可对接动态表格·旁观者生成·投影；跳过时写 N/A"
+        "说明": "是否严格单层 JSON、类型/必填可对接动态表格·旁观者生成·投影；跳过时写 N/A"
      }
    ],
    "薄弱点": "一句话"
@@ -242,22 +301,26 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
 硬规则（公共三段 + 本技正文）：
 1. 合法 JSON；必含 `schema` / `技能` / `brief` / `正文` / `自评` / `追问`（题目可 `[]`）。
-2. **公共三段**：正文＝规则主体；自评＝必要性/属性妥当/格式准确（**分数 0–10 十分制**）；追问＝导语+建议选项。
+2. **公共三段**：正文＝规则主体；自评＝必要性/属性妥当/材料得当/格式准确（**分数 0–10 十分制**）；追问＝导语+建议选项。
 3. **正文键固定**：本步参数、必要性判断、rules、增量说明。
-4. **每条 rule 必含**：生成与描写、产物格式、数量、一次生成；**池可空数组**。有池时 `绑定字段` 必须是单层 schema 的顶层键。`一次生成.模式` 为同批时 `关系` 必填且本批至少 2 条；为单条时一次只交 1 条。
+4. **每条 rule 必含**：设计判断、生成与描写、产物格式、数量、一次生成；**池可空数组**。`生成与描写.配方` / `表现` 无则 `[]`。标签看不懂的分级必须有 `分级表现`（每档概括+表象，相邻可分清）；无此类则 `分级表现: []`。有池时 `绑定字段` 必须是单层 schema 的顶层键，且必须标 `池型`。多个方向池绑同一字段时配方必须写清怎么拼进该格。`一次生成.模式` 为同批时 `关系` 必填且本批至少 2 条；为单条时一次只交 1 条。
-5. **产物格式强制单层**：`schema` 的 `type` 不得为 `object`；`array` 的 `items` 不得为 object。禁止 `外貌.发色` 这类嵌套路径。
+5. **产物格式强制单层**：`schema` 的 `type` 不得为 `object`；`array` 的 `items` 不得为 object。禁止 `外貌.发色` 这类嵌套路径。描写类 string 字段必须有 `粒度` 与 `地板`；`示例形状` 必须达到地板。
-6. 结论为「无需专门规则」时：`rules` 必须 `[]`。上下文策略布尔须与生命周期一致。
+6. **池型**：`方向` 必须有 `方向`（对象：方向名→一句概括，4～8 条；默认不举例，至多 1 个专名），`条目` 可 `[]` 或省略。`元素` 必须有可穷举 `条目`，不要写 `方向`。不可穷举项禁止 `池型=元素`，也禁止用 `allowed_values` 冒充。
-7. 池条目≠最终实例；禁止输出具体实例 `records`、变量更新规则、执行单元列表。
+7. 结论为「无需专门规则」时：`rules` 必须 `[]`。上下文策略布尔须与生命周期一致。
-8. `mount` 默认主世界层 + 旁观维护（旁观只需合同键：rule_id/格式/必要性；描写长文可在投影时 summary）；**禁止**写 `order`。summary 见 task。
+8. 池≠最终实例；禁止输出具体实例 `records`、变量更新规则、执行单元列表。
 9. `mount` 默认主世界层 + 旁观维护（旁观只需合同键：rule_id/格式/必要性；描写长文可在投影时 summary）；**禁止**写 `order`。summary 见 task。
 ## checklist
 ```checklist
 - [ ] 含 schema / brief / 正文 / 自评 / 追问？
- [ ] 自评为必要性 / 属性妥当 / 格式准确？
+- [ ] 自评为必要性 / 属性妥当 / 材料得当 / 格式准确？
 - [ ] 整条规则必要性有举证？不成立时 rules=[]？
- [ ] 建立时：逐字段无冗余无漏接口？产物为单层 JSON 且类型可校验？数量与一次生成已分清（总共几个 vs 这一次交几条）？同批有关系、单条写彼此独立？
+- [ ] 建立时：有设计判断（不可穷举 vs 封闭集合）？逐字段无冗余无漏接口？产物为单层 JSON？数量与一次生成已分清？
- [ ] 池：无则 []；有则绑顶层字段、未写成最终实例表？
+- [ ] 描写字段有粒度+地板，示例形状不是单标签？
 - [ ] 该细的分级有概括+可感知表象，不是只留阶名？
 - [ ] 多方向拼一格时有配方？表现是概括+极少例子？
 - [ ] 池：无则 []；有则标池型；方向池以概括为主、例子极少；元素池仅封闭集合；未把名字/能力做成枚举词表？
 - [ ] 未夹带最终实例、变量公式、其它对象族、百科？
 ```
@@ -265,19 +328,21 @@ summary：建立 → `生成规则 · {对象} · {仅动态|仅预生成|预生
 ```examples
 好：
- 武功典籍：单层含 名字/效果/阶层（时机 a）。
+- 武功典籍：单层含 名字/效果/阶层。阶层短填 + `分级表现` 把每阶写成可感知对照；名字与效果用方向池（方向名+一句概括）。
- 「心之彩」：本局原创、听了会雾，故事里还要随机生成（时机 b）。
+- 外貌：轮廓方向 × 质感方向，配方拼进 `外貌` 一格，不要 `{发色:{}}`。
- D&D 怪物：单层含 名称/等级/攻击骰/……；池可绑 `气质`；自评属性妥当高（未漏战斗接口）。
+- 「心之彩」：颜色/性格用方向池（如「冷焰：静、刺、余烬不散」），不要列出 20 种色号，也不要堆作品名。
- 女主规则：不设「性别」字段；关系切面进表；池可空。
+- D&D 怪物：名称/等级/攻击骰齐全；等级若只写数字看不懂，补分级表现；气质用方向池+句子地板。
- 互为仇敌的两名开局 NPC：一次生成=同批，关系写清对立如何对齐；数量=2。
+- 女主规则：不设「性别」；池可空；内在冲突自由写并给地板。
- 可互换的酒馆路人：一次生成=单条，关系写「彼此独立」；要 5 个就点 5 次。
+- 互为仇敌的两名开局 NPC：一次生成=同批；可互换的酒馆路人：一次生成=单条。
- 事件钩子：池绑顶层 `钩子`；方法写抽 1～2 条写入该字段。
+- 现实名车、西幻常见种族 → 无需专门规则。
 - 现实名车、西幻常见种族 → 无需专门规则（常识能推且不需精准格式）。
 坏：
- 产物写成 `{ "外貌": { "发色": "…" } }` → 非单层，前端表格/投影难对接。
+- 为气质/花招/绰号/能力各建一个 8～20 词的元素池，填出来全是标签。
 - 方向池每条挂 3 个作品名或例句，变成假选项库。
 - 产物写成 `{ "外貌": { "发色": "…" } }` → 非单层。
 - `示例形状` 里 `能力描述: "时空斩"` 或 `气质: "阴郁"` —— 地板被示例教坏。
 - 阶层/强度只有「A」「金丹」，没有表象，叙事时没法写。
 - 女主规则塞「性别」；或怪物规则只有「名字+性格」没有等级/攻击骰。
- 有亲属关系的三人却标成单条，分三次各写一条，关系对不上。
+- 有亲属关系的三人却标成单条；或把「总共要 5 个」写成同批但彼此无必须同场的关系。
 - 把「总共要 5 个」写成一次生成=同批，但彼此并无必须同场的关系。
 - 把写好的 NPC 整份塞进池当最终实例。
 ```
@@ -32,4 +32,5 @@ prompt_excerpt: |
  多数轮保持空：need_generate=false、table_ops=[]、notes=[]。
  table_ops 仅在确需改「变量.当前」等表字段时使用（op=set|delta）。
  need_generate 仅在确需按某条 rule_id 补实例时写成 { "rule_id", "reason" }。
  程序只会抽该规则里的元素池；方向池由主世界层按规则自创，不要指望抽签出标签。
  禁止编造长对话续写；禁止输出用户可见正文；禁止修改未点名的无关字段。
@@ -88,12 +88,12 @@ export class Blackboard {
    this.writeSeq += 1;
    const existing = this.getLatestByTag(input.tag);
    const item: BlackboardItem = {
-      id: randomUUID(),
+      id: existing?.id ?? randomUUID(),
      tag: input.tag,
      content: input.content,
      source: input.source,
      scope: input.scope ?? existing?.scope,
-      createdAt: now,
+      createdAt: existing?.createdAt ?? now,
      updatedAt: `${now}#${this.writeSeq}`,
      dependencies: input.dependencies,
      metadata: input.metadata,
@@ -421,7 +421,8 @@ export function canApplyEvent(
        reason?.kind === "approve_step" ||
        reason?.kind === "worker_questions" ||
        reason?.kind === "input" ||
-        reason?.kind === "revision"
+        reason?.kind === "revision" ||
        reason?.kind === "review_artifact"
      );
    case "creation_step_pick_awaited":
      return session.phase === "running";
@@ -55,7 +55,10 @@ import {
  extractUnitContentFromDraft,
  isDesignDiskWorker,
  isDesignUnitArtifact,
  normalizeCreationUnitId,
  parseAcceptedContentStore,
  parseAcceptedUnits,
  dropAcceptedUnitContent,
  upsertAcceptedUnitContent,
 } from "../skills/creation-units.js";
 import {
@@ -80,6 +83,8 @@ import {
  spawnRepeatableCreationStep,
  spawnInstanceFromPrototype,
  removeUnstartedInstance,
  removeRepeatableInstance,
  pruneRepeatableArtifactContent,
  isPrototypeStep,
  isPrototypeSelectable,
  isInstanceStep,
@@ -93,7 +98,6 @@ import {
  patchCreationFlowStepParams,
  pickRecordedStepId,
  resolveDesignStepBinding,
  shouldSkipModuleOpening,
  isProgressPointerTag,
  missingRequiredStepParams,
  stepUnitId,
@@ -101,6 +105,7 @@ import {
  stringifyModuleOpeningState,
  finalizeCreationFlow,
  type CreationFlow,
  type CreationFlowStep,
  type CreationFlowStepParams,
  type ModuleCatalog,
  type ModuleCatalogEntry,
@@ -185,6 +190,7 @@ import type {
  AcceptanceMode,
  ActiveSkillSnapshot,
  ApplyEventResult,
  ArtifactRecord,
  MainAgentDecision,
  PhaseEffect,
  RuntimeEvent,
@@ -339,6 +345,71 @@ export class PhaseRuntime {
    this.lastWorkerRunSnapshot = null;
  }
  /**
   * 提前停止当前生成：还原开跑快照，回到生成前的等待面（或分层图）。
   * 不重跑。
   */
  abortCurrentRun(): RuntimeSession {
    const snap = this.lastWorkerRunSnapshot;
    if (snap) {
      this.restoreFromCheckpoint(snap.runtimeSession, snap.blackboardItems);
    }
    return this.settleAfterAbort();
  }
  /** 停止后落到可操作等待态，避免停在 running 空转。 */
  private settleAfterAbort(): RuntimeSession {
    const s = this.session;
    if (s.waitingReason) return s;
    const pendingId = s.pendingArtifactId?.trim();
    const revisionTarget =
      typeof s.slots.revisionTargetArtifactId === "string"
        ? s.slots.revisionTargetArtifactId.trim()
        : "";
    const reviewId =
      pendingId && s.artifacts.some((a) => a.id === pendingId)
        ? pendingId
        : revisionTarget && s.artifacts.some((a) => a.id === revisionTarget)
          ? revisionTarget
          : "";
    if (reviewId) {
      this.session = {
        ...s,
        phase: "waiting_user",
        waitingReason: { kind: "review_artifact", artifactId: reviewId },
        pendingArtifactId: reviewId,
        currentWorkerId: undefined,
        pendingDecision: undefined,
        updatedAt: new Date().toISOString(),
      };
      return this.session;
    }
    if (this.hasCreationFlow()) {
      this.clearProposedStep();
      this.session = {
        ...s,
        phase: "waiting_user",
        waitingReason: { kind: "pick_creation_step" },
        pendingDecision: undefined,
        currentWorkerId: undefined,
        updatedAt: new Date().toISOString(),
      };
      return this.session;
    }
    if (this.recoverOrphanedRun()) return this.session;
    if (s.phase === "running") {
      this.session = {
        ...s,
        phase: "waiting_user",
        waitingReason: { kind: "input", message: "已停止生成，可继续说明。" },
        currentWorkerId: undefined,
        pendingDecision: undefined,
        updatedAt: new Date().toISOString(),
      };
    }
    return this.session;
  }
  /**
   * 执行中卡住：有进行中的 worker 则按开跑快照重跑；否则重跑总管。
   */
@@ -711,12 +782,19 @@ export class PhaseRuntime {
   * 可增殖节点刚增殖出、尚未验收的空实例从图上撤掉。
   */
  async leaveCreationStep(): Promise<RuntimeSession> {
    if (this.session.phase === "running" && !this.session.waitingReason) {
      this.abortCurrentRun();
    }
    if (this.session.waitingReason?.kind === "pick_creation_step") {
      return this.session;
    }
    const waiting = this.session.waitingReason?.kind;
    const allowed =
      waiting === "worker_questions" ||
      waiting === "input" ||
      waiting === "revision" ||
-      waiting === "approve_step";
+      waiting === "approve_step" ||
      waiting === "review_artifact";
    if (!allowed) {
      throw new Error("当前不能返回节点选择");
    }
@@ -724,6 +802,7 @@ export class PhaseRuntime {
      throw new Error("游玩中不能返回创作节点");
    }
    const stepId = this.readPinnedStepId();
    this.forgetUnansweredModuleOpening(stepId);
    const removed = this.unspawnCurrentInstanceIfEmpty();
    this.clearProposedStep();
    this.clearCurrentStepPointers();
@@ -768,6 +847,42 @@ export class PhaseRuntime {
    return { id: step.id, name: step.name };
  }
  /** 离开节点时若默认问题只展示过、还没答：清状态，下次点进再出引导。 */
  private forgetUnansweredModuleOpening(stepId: string): void {
    const id = stepId.trim();
    if (!id) return;
    const flow = parseCreationFlow(
      this.blackboard.getContentByTag(CREATION_FLOW_TAG),
    );
    const step = flow ? findStepByRef(flow, id) : null;
    const key = step ? stepUnitId(step) : id;
    const state = parseModuleOpeningState(
      this.session.slots[SLOT_CREATION_MODULE_OPENING_STATE] ??
        this.blackboard.getContentByTag(CREATION_MODULE_OPENING_STATE_TAG),
    );
    if (state[key] !== "shown") return;
    delete state[key];
    const raw = stringifyModuleOpeningState(state);
    this.blackboard.write({
      tag: CREATION_MODULE_OPENING_STATE_TAG,
      content: raw,
      source: "runtime",
    });
    this.blackboard.write({
      tag: CREATION_MODULE_OPENING_TAG,
      content: "",
      source: "runtime",
    });
    this.session = {
      ...this.session,
      slots: {
        ...this.session.slots,
        [SLOT_CREATION_MODULE_OPENING_STATE]: raw,
        [CREATION_MODULE_OPENING_TAG]: undefined,
      },
    };
  }
  private clearCurrentStepPointers(): void {
    this.blackboard.write({
      tag: CREATION_CURRENT_STEP_TAG,
@@ -856,6 +971,85 @@ export class PhaseRuntime {
    return this.session;
  }
  /** 图上删除可增殖产物（已验收也可）。 */
  async deleteCreationStep(stepId: string): Promise<RuntimeSession> {
    const id = stepId.trim();
    if (!id) throw new Error("请指定要删除的产物");
    this.syncSlotsToBlackboard(this.session);
    const catalog = await this.loadActiveModuleCatalog();
    const flow = this.readNormalizedFlow(catalog);
    if (!flow) throw new Error("还没有工作流计划");
    const result = removeRepeatableInstance({ flow, stepId: id, catalog });
    if ("error" in result) throw new Error(result.error);
    this.writeCreationFlow(result.flow);
    this.forgetDeletedCreationStep(result.removed, result.flow, catalog);
    this.onMessage(`已删除「${result.removed.name}」产物 ${result.removed.id}。`);
    debugLog("step", `删除产物 ${result.removed.id}`);
    return this.session;
  }
  private forgetDeletedCreationStep(
    step: CreationFlowStep,
    flow: CreationFlow,
    catalog: ModuleCatalog | null,
  ): void {
    const unitId = step.id;
    const accepted = this.readAcceptedStepIds().filter((item) => item !== unitId);
    const acceptedRaw = JSON.stringify(accepted);
    this.blackboard.write({
      tag: CREATION_ACCEPTED_UNITS_TAG,
      content: acceptedRaw,
      source: "runtime",
    });
    const contentRaw = dropAcceptedUnitContent(
      this.blackboard.getContentByTag(CREATION_ACCEPTED_CONTENT_TAG),
      unitId,
    );
    this.blackboard.write({
      tag: CREATION_ACCEPTED_CONTENT_TAG,
      content: contentRaw,
      source: "runtime",
    });
    const now = new Date().toISOString();
    const artifacts = this.session.artifacts.map((a) =>
      a.stepId === unitId && a.status !== "rejected"
        ? { ...a, status: "rejected" as const, updatedAt: now }
        : a,
    );
    const remainingSameModule = accepted.filter((item) => {
      const other = findStepByRef(flow, item);
      return other?.name === step.name;
    }).length;
    const tag = findModuleByName(catalog, step.name)?.artifact?.trim();
    if (tag) {
      const pruned = pruneRepeatableArtifactContent({
        raw: this.blackboard.getContentByTag(tag) ?? "",
        step,
        remainingSameModule,
      });
      this.blackboard.write({
        tag,
        content: pruned,
        source: "runtime",
      });
    }
    const pinned = this.readPinnedStepId();
    this.session = {
      ...this.session,
      artifacts,
      currentStepId: pinned === unitId ? undefined : this.session.currentStepId,
      slots: {
        ...this.session.slots,
        [SLOT_CREATION_ACCEPTED_UNITS]: accepted,
        [CREATION_ACCEPTED_UNITS_TAG]: acceptedRaw,
        [CREATION_ACCEPTED_CONTENT_TAG]: contentRaw,
        ...(tag ? { [tag]: this.blackboard.getContentByTag(tag) ?? "" } : {}),
      },
      updatedAt: now,
    };
    if (pinned === unitId) this.clearCurrentStepPointers();
  }
  private writeCreationFlow(flow: CreationFlow): void {
    const content = stringifyCreationFlow(flow);
    this.blackboard.write({
@@ -1164,7 +1358,7 @@ export class PhaseRuntime {
        case "run_worker":
          if (
            effect.workerId === DESIGN_STEP_WORKER_ID &&
-            !this.hasPinnedReadyStep()
+            !this.canRunPinnedDesignStep()
          ) {
            await this.awaitCreationStepPick();
            break;
@@ -1273,6 +1467,29 @@ export class PhaseRuntime {
    return isStepReady(flow, step, this.readAcceptedStepIds());
  }
  /** 已验收节点回头改：isStepReady 为 false，但仍须跑 worker，不能弹回分层图。 */
  private canRunPinnedDesignStep(): boolean {
    if (this.hasPinnedReadyStep()) return true;
    if (typeof this.session.slots.revisionTargetArtifactId === "string") {
      return Boolean(this.session.slots.revisionTargetArtifactId.trim());
    }
    if (
      isInheritExistingFlag(
        this.blackboard.getContentByTag(CREATION_INHERIT_EXISTING_TAG) ??
          this.session.slots[CREATION_INHERIT_EXISTING_TAG],
      )
    ) {
      return true;
    }
    const flow = parseCreationFlow(
      this.blackboard.getContentByTag(CREATION_FLOW_TAG),
    );
    const step = flow
      ? findStepByRef(flow, this.readPinnedStepId())
      : null;
    return Boolean(step && isReviseStep(step));
  }
  private pinCreationStepSnapshot(params: {
    stepId: string;
    name: string;
@@ -1371,15 +1588,24 @@ export class PhaseRuntime {
      };
      flow = spawned.flow;
      step = spawned.step;
-    } else if (reenter) {
+    } else if (!reenter && !isStepReady(flow, step, accepted)) {
      if (!isStepAccepted(step, accepted)) {
        throw new Error(`「${step.name}」还没完成，请直接进入而不是回头修改`);
      }
    } else if (!isStepReady(flow, step, accepted)) {
      throw new Error(`「${step.name}」的前置节点还没完成，不能开始`);
    }
    const pendingModule = findModuleByName(catalog, step.name);
    if (reenter) {
      const artTag = pendingModule?.artifact?.trim();
      const hasArt = Boolean(
        artTag && this.blackboard.getContentByTag(artTag)?.trim(),
      );
      if (
        !isStepAccepted(step, accepted) &&
        !hasArt &&
        !this.findReenterArtifact(step.id, artTag)
      ) {
        throw new Error(`「${step.name}」还没完成，请直接进入而不是回头修改`);
      }
    }
    const paramSpecs = pendingModule?.params ?? [];
    const auto = pendingModule?.auto === true;
    if (opts?.stepParams && Object.keys(opts.stepParams).length > 0) {
@@ -1417,6 +1643,21 @@ export class PhaseRuntime {
    const waitingPick =
      this.session.waitingReason?.kind === "pick_creation_step";
    const needsParamForm = paramsMissing.length > 0 && !auto;
    if (reenter) {
      const existing = this.ensureReenterArtifact(
        pinned.id,
        pendingModule?.artifact,
      );
      if (existing) {
        this.reopenArtifactForRevision(existing, pinned);
        return;
      }
      throw new Error(
        `找不到「${pinned.name}」的已有产物，无法回头修改。要新开一条请点原型上的「增殖」。`,
      );
    }
    if (needsParamForm) {
      const decision = createDecision({
        action: "run_worker",
@@ -1453,6 +1694,101 @@ export class PhaseRuntime {
    });
  }
  /** 回头修改：打开该步已有产物，让用户像未验收时一样写意见再改。 */
  private findReenterArtifact(
    stepId: string,
    artifactTag?: string,
  ): ArtifactRecord | undefined {
    const id = stepId.trim();
    const tag = artifactTag?.trim();
    if (!id && !tag) return undefined;
    const usable = this.session.artifacts.filter(
      (a) => a.workerId === DESIGN_STEP_WORKER_ID && a.status !== "rejected",
    );
    const byStep = id ? usable.filter((a) => a.stepId === id) : [];
    const byTag = tag
      ? usable.filter((a) => a.outputTags.includes(tag))
      : [];
    const matches = byStep.length ? byStep : byTag;
    const accepted = matches.filter((a) => a.status === "accepted");
    const pool = accepted.length ? accepted : matches;
    return pool.at(-1);
  }
  private ensureReenterArtifact(
    stepId: string,
    artifactTag?: string,
  ): ArtifactRecord | undefined {
    const found = this.findReenterArtifact(stepId, artifactTag);
    if (found) return found;
    const tag = artifactTag?.trim();
    let content = tag
      ? this.blackboard.getContentByTag(tag)?.trim() || ""
      : "";
    if (!content) {
      content = this.readAcceptedUnitSlice(stepId);
      if (content && tag) {
        this.blackboard.write({
          tag,
          content,
          source: "runtime",
        });
      }
    }
    if (!tag || !content) return undefined;
    const artifact = createArtifact({
      workerId: DESIGN_STEP_WORKER_ID,
      stepId,
      outputTags: [tag],
      summary: "既有产物",
    });
    this.session = {
      ...this.session,
      artifacts: [...this.session.artifacts, artifact],
    };
    return artifact;
  }
  private readAcceptedUnitSlice(stepId: string): string {
    const store = parseAcceptedContentStore(
      this.blackboard.getContentByTag(CREATION_ACCEPTED_CONTENT_TAG),
    );
    const entry = store.units[normalizeCreationUnitId(stepId)];
    if (!entry || entry.content == null) return "";
    return typeof entry.content === "string"
      ? entry.content.trim()
      : JSON.stringify(entry.content, null, 2).trim();
  }
  private reopenArtifactForRevision(
    artifact: ArtifactRecord,
    step: { id: string; name: string },
  ): void {
    const now = new Date().toISOString();
    this.session = {
      ...this.session,
      phase: "waiting_user",
      waitingReason: { kind: "review_artifact", artifactId: artifact.id },
      pendingArtifactId: artifact.id,
      currentWorkerId: DESIGN_STEP_WORKER_ID,
      currentStepId: step.id,
      pendingDecision: undefined,
      artifacts: this.session.artifacts.map((a) =>
        a.id === artifact.id
          ? { ...a, status: "under_review", updatedAt: now }
          : a,
      ),
      slots: {
        ...this.session.slots,
        revisionTargetArtifactId: artifact.id,
      },
      updatedAt: now,
    };
    this.onMessage(
      `已回到「${step.name}」，可按意见修改现有产物（继承原文），或返回节点再选别的步骤。`,
    );
  }
  /**
   * 验收后回到分层图：点节点即确认并进入，底栏写意见再发即改编排。
   */
@@ -2204,7 +2540,7 @@ export class PhaseRuntime {
    });
    if (!result) {
      this.onMessage(
-        `[旁观维护] need_generate=${need.rule_id}：未找到可抽样的池（请检查设计.生成规则）`,
+        `[旁观维护] need_generate=${need.rule_id}：无可程序抽样的元素池（方向池由填写方按规则自创）`,
      );
      return;
    }
@@ -2350,48 +2686,6 @@ export class PhaseRuntime {
    if (phase === "answered") return false;
    // 配方开局模块 + 用户首句已在「用户.需求」→ 默认视为 opening 已做完，直接进 LLM
    const demand = (
      this.blackboard.getContentByTag("用户.需求") ??
      this.session.slots["用户.需求"] ??
      ""
    )
      .toString()
      .trim();
    if (
      shouldSkipModuleOpening({
        demand,
        dependsOn: binding.step.depends_on,
        phase,
      })
    ) {
      state[stepKey] = "answered";
      const raw = stringifyModuleOpeningState(state);
      this.blackboard.write({
        tag: CREATION_MODULE_OPENING_STATE_TAG,
        content: raw,
        source: "runtime",
      });
      this.blackboard.write({
        tag: CREATION_MODULE_OPENING_TAG,
        content: "（已跳过默认问题：用户首句见「用户.需求」）",
        source: "runtime",
      });
      this.session = {
        ...this.session,
        slots: {
          ...this.session.slots,
          [SLOT_CREATION_MODULE_OPENING_STATE]: raw,
          [CREATION_MODULE_OPENING_TAG]:
            "（已跳过默认问题：用户首句见「用户.需求」）",
        },
      };
      this.onMessage(
        `[系统] ${binding.module.name} · 已坐在配方开局步，首句见「用户.需求」，跳过默认问题`,
      );
      return false;
    }
    if (phase === "shown" && this.session.resumeContext) {
      // 用户刚答完默认问题 → 标记已答，继续走 LLM
      state[stepKey] = "answered";
@@ -2412,26 +2706,7 @@ export class PhaseRuntime {
      return false;
    }
-    if (phase === "shown" && !this.session.resumeContext) {
+    // 首次，或开场已发出但用户还没答（离开节点 / 恢复丢了 resume）：展示引导，等用户先说一轮
      // 异常重入：开场已发过但未走 resume；避免死循环，直接进 LLM
      state[stepKey] = "answered";
      const raw = stringifyModuleOpeningState(state);
      this.blackboard.write({
        tag: CREATION_MODULE_OPENING_STATE_TAG,
        content: raw,
        source: "runtime",
      });
      this.session = {
        ...this.session,
        slots: {
          ...this.session.slots,
          [SLOT_CREATION_MODULE_OPENING_STATE]: raw,
        },
      };
      return false;
    }
    // 首次：发出默认问题
    state[stepKey] = "shown";
    const raw = stringifyModuleOpeningState(state);
    this.blackboard.write({
@@ -1410,6 +1410,31 @@ export class SessionManager {
    return this.toView(id);
  }
  /** 中止当前生成，不重跑；回到生成前的等待面或分层图。 */
  async abortRun(id: string): Promise<SessionView> {
    const s = this.require(id);
    const session = s.runtime.getSession();
    if (session.phase !== "running" || session.waitingReason) {
      return this.toView(id);
    }
    const cutoff = s.runMessageCutoff ?? s.messages.length;
    s.messages = s.messages.slice(0, cutoff);
    try {
      const owned = await this.runExclusive(id, s, async () => {
        s.runtime.abortCurrentRun();
      });
      if (!owned) return this.toView(id);
    } catch (err) {
      const detail = err instanceof Error ? err.message : String(err);
      console.error("[会话] 停止生成失败", detail);
      await this.recoverFailedRun(s, detail);
    }
    s.messages.push(this.msg("system", "已停止生成。"));
    this.syncCreationDialogue(s);
    this.persist(s);
    return this.toView(id);
  }
  /** 删除消息及其后的对话 */
  async deleteMessage(id: string, messageId: string): Promise<SessionView> {
    const s = this.require(id);
@@ -1686,6 +1711,27 @@ export class SessionManager {
    return this.toView(id);
  }
  async deleteStep(id: string, stepId: string): Promise<SessionView> {
    const s = this.require(id);
    try {
      const owned = await this.runExclusive(id, s, async () => {
        await this.confirmPendingFlowPlan(s);
        const waiting = s.runtime.getSession().waitingReason?.kind;
        if (waiting !== "pick_creation_step") {
          throw new Error("当前不是删除产物的时机");
        }
        await s.runtime.deleteCreationStep(stepId);
      });
      if (!owned) return this.toView(id);
    } catch (err) {
      const detail = err instanceof Error ? err.message : String(err);
      console.error("[会话] 删除产物失败", detail);
      s.messages.push(this.msg("system", formatRuntimeError(detail)));
    }
    this.persist(s);
    return this.toView(id);
  }
  /** 已点进技能步、尚未验收：可退回分层图（误点可增殖节点时用） */
  private canOfferLeaveCreationStep(
    s: ManagedSession,
@@ -1699,10 +1745,21 @@ export class SessionManager {
      return false;
    }
    const kind = reason?.kind;
    if (session.phase === "running" && !kind) {
      return Boolean(
        s.runtime.getBlackboard().getContentByTag(CREATION_FLOW_TAG)?.trim(),
      );
    }
    if (kind === "review_artifact") {
      return Boolean(
        s.runtime.getBlackboard().getContentByTag(CREATION_FLOW_TAG)?.trim(),
      );
    }
    if (
      kind !== "worker_questions" &&
      kind !== "input" &&
-      kind !== "revision"
+      kind !== "revision" &&
      kind !== "approve_step"
    ) {
      return false;
    }
@@ -515,6 +515,12 @@ const server = createServer(async (req, res) => {
              typeof body.moduleName === "string" ? body.moduleName : "",
            );
            break;
          case "delete_step":
            view = await sessionManager.deleteStep(
              sessionId,
              typeof body.stepId === "string" ? body.stepId : "",
            );
            break;
          case "run_outline":
            view = await sessionManager.runOutline(sessionId);
            break;
@@ -524,6 +530,9 @@ const server = createServer(async (req, res) => {
          case "retry_run":
            view = await sessionManager.abortAndRetry(sessionId);
            break;
          case "abort_run":
            view = await sessionManager.abortRun(sessionId);
            break;
          default:
            json(res, 400, { error: "未知 action" });
            return;
@@ -1224,21 +1224,6 @@ export function creationFlowFromRecipeSeed(
  };
 }
 /**
 * 已坐在配方开局步（无 depends_on）且「用户.需求」有首句时：
 * 跳过程序再抛模块 opening——首句即该步对话，不是「先开场再进 DAG」。
 */
 export function shouldSkipModuleOpening(opts: {
  demand: string;
  dependsOn?: string[] | null;
  phase?: "shown" | "answered" | null;
 }): boolean {
  if (opts.phase === "shown" || opts.phase === "answered") return false;
  if (!String(opts.demand ?? "").trim()) return false;
  const deps = opts.dependsOn ?? [];
  return deps.length === 0;
 }
 /** 无 id 时的兜底（目录仍应显式写 id） */
 function slugFromName(name: string): string {
  const map: Record<string, string> = {
@@ -2623,17 +2608,110 @@ export function removeUnstartedInstance(
  if (!step || !isInstanceStep(step) || isStepAccepted(step, acceptedStepIds)) {
    return flow;
  }
  return dropInstanceFromFlow(flow, step.id);
 }
 function dropInstanceFromFlow(flow: CreationFlow, stepId: string): CreationFlow {
  return {
    ...flow,
    steps: flow.steps
-      .filter((s) => s.id !== step.id)
+      .filter((s) => s.id !== stepId)
      .map((s) => ({
        ...s,
-        depends_on: s.depends_on.filter((d) => d !== step.id),
+        depends_on: s.depends_on.filter((d) => d !== stepId),
      })),
  };
 }
 function repeatableInstanceLabel(step: CreationFlowStep): string {
  const target = titleFromStepParams(step.params);
  if (target && target !== step.name) return `${step.name} · ${target}`;
  return step.id !== step.name ? `${step.name}（${step.id}）` : step.name;
 }
 /**
 * 图上删除可增殖产物：已验收也可删。
 * 另有实例依赖这条时拒绝；收口等一次性节点只解开依赖。
 */
 export function removeRepeatableInstance(params: {
  flow: CreationFlow;
  stepId: string;
  catalog?: ModuleCatalog | null;
 }): { flow: CreationFlow; removed: CreationFlowStep } | { error: string } {
  const step = findStepByRef(params.flow, params.stepId.trim());
  if (!step) return { error: "找不到节点" };
  if (!isInstanceStep(step)) {
    return { error: "只能删除可增殖能力长出来的产物" };
  }
  const mod = findModuleByName(params.catalog, step.name);
  if (mod && mod.repeatable !== true) {
    return { error: `「${step.name}」不是可增殖能力，不能从图上删` };
  }
  if (!mod && !step.from) {
    return { error: "只能删除可增殖能力长出来的产物" };
  }
  const blockers = params.flow.steps.filter(
    (s) =>
      s.id !== step.id &&
      isInstanceStep(s) &&
      s.depends_on.includes(step.id),
  );
  if (blockers.length) {
    return {
      error: `还有产物依赖这条：${blockers.map(repeatableInstanceLabel).join("、")}。请先删那些产物。`,
    };
  }
  return { flow: dropInstanceFromFlow(params.flow, step.id), removed: step };
 }
 /** 共享产物 tag 里按 rule_id 抽掉已删实例；同能力已无实例则清空。 */
 export function pruneRepeatableArtifactContent(params: {
  raw: string;
  step: CreationFlowStep;
  remainingSameModule: number;
 }): string {
  if (params.remainingSameModule <= 0) return "";
  const stripped = stripFragmentRowsMatchingStep(params.raw, params.step);
  return stripped ?? params.raw;
 }
 function stripFragmentRowsMatchingStep(
  raw: string,
  step: CreationFlowStep,
 ): string | null {
  const parsed = tryParseJsonDoc(raw);
  if (!parsed || typeof parsed !== "object" || Array.isArray(parsed)) {
    return null;
  }
  const doc = structuredClone(parsed) as Record<string, unknown>;
  const bodyRaw = doc.正文;
  if (!bodyRaw || typeof bodyRaw !== "object" || Array.isArray(bodyRaw)) {
    return null;
  }
  const body = bodyRaw as Record<string, unknown>;
  const ruleId = flowParamText(step.params, "rule_id");
  if (!ruleId) return null;
  let changed = false;
  for (const key of ["rules", "records"] as const) {
    const rows = body[key];
    if (!Array.isArray(rows)) continue;
    const next = rows.filter((item) => {
      if (!item || typeof item !== "object" || Array.isArray(item)) return true;
      return (
        String((item as Record<string, unknown>).rule_id ?? "").trim() !==
        ruleId
      );
    });
    if (next.length !== rows.length) {
      body[key] = next;
      changed = true;
    }
  }
  if (!changed) return null;
  doc.正文 = body;
  return JSON.stringify(doc, null, 2);
 }
 /** 实例步 depends_on：具体实例钉最近已验收规则实例；其余跟原型。 */
 function resolveInstanceDependsOn(params: {
  flow: CreationFlow;
@@ -622,6 +622,17 @@ export function extractUnitContentFromDraft(
  return null;
 }
 /** 从图上删除产物时拿掉该单位的验收切片 */
 export function dropAcceptedUnitContent(
  existingRaw: unknown,
  unitId: string,
 ): string {
  const store = parseAcceptedContentStore(existingRaw);
  const id = normalizeCreationUnitId(unitId);
  if (id) delete store.units[id];
  return JSON.stringify(store, null, 2);
 }
 /** 写入/覆盖某一单位的最后验收内容 */
 export function upsertAcceptedUnitContent(
  existingRaw: unknown,
@@ -13,6 +13,36 @@ export const MAINTAIN_GENERATE_TAG = "运行.本轮.旁观.生成抽样";
 type PoolEntry = { id?: string; 内容?: string; 权重?: number; weight?: number };
 const DIRECTION_KINDS = new Set(["方向", "方向池", "type", "类型", "类型池"]);
 const ELEMENT_KINDS = new Set(["元素", "元素池", "enum", "枚举", "枚举池"]);
 function poolKindToken(pool: Record<string, unknown>): string | undefined {
  return (
    asString(pool.池型) ??
    asString(pool.kind) ??
    asString(pool.类型) ??
    asString(pool.pool_type)
  );
 }
 /** 方向池给 LLM 当创作范围，不能程序加权抽。 */
 export function isElementPool(pool: Record<string, unknown>): boolean {
  const kind = poolKindToken(pool);
  if (kind && DIRECTION_KINDS.has(kind)) return false;
  if (kind && ELEMENT_KINDS.has(kind)) return true;
  const dirs = pool.方向;
  const hasDirection =
    (dirs != null &&
      typeof dirs === "object" &&
      !Array.isArray(dirs) &&
      Object.keys(dirs as object).length > 0) ||
    (Array.isArray(dirs) && dirs.length > 0);
  const entries = pool.条目 ?? pool.entries;
  const hasEntries = Array.isArray(entries) && entries.length > 0;
  if (hasDirection && !hasEntries) return false;
  return hasEntries;
 }
 function asString(v: unknown): string | undefined {
  if (typeof v !== "string") return undefined;
  const t = v.trim();
@@ -61,6 +91,7 @@ export function buildChanceBatchFromGenerationRule(
  for (const poolRaw of pools) {
    if (!poolRaw || typeof poolRaw !== "object" || Array.isArray(poolRaw)) continue;
    const pool = poolRaw as Record<string, unknown>;
    if (!isElementPool(pool)) continue;
    const poolId =
      asString(pool.pool_id) ?? asString(pool.池id) ?? asString(pool.名称);
    const entries = (pool.条目 ?? pool.entries) as PoolEntry[] | undefined;
@@ -28,6 +28,8 @@ import {
  hasSelectableCreationWork,
  hasAcceptedCloserStep,
  removeUnstartedInstance,
  removeRepeatableInstance,
  pruneRepeatableArtifactContent,
  looksLikeCreationFlowDoc,
  parseCreationFlow,
  pickRecordedStepId,
@@ -37,7 +39,6 @@ import {
  parseRecipeYaml,
  parseSelectedRecipeRef,
  resolveDesignStepBinding,
  shouldSkipModuleOpening,
  isProgressPointerTag,
  stringifyCreationFlow,
  stripReviseSteps,
@@ -776,31 +777,6 @@ modules:
      美学纲领与交互范式: "shown",
    });
    expect(
      shouldSkipModuleOpening({
        demand: "丧尸世界只有我不会被感染",
        dependsOn: [],
      }),
    ).toBe(true);
    expect(
      shouldSkipModuleOpening({
        demand: "丧尸世界只有我不会被感染",
        dependsOn: ["美学纲领与交互范式"],
      }),
    ).toBe(false);
    expect(
      shouldSkipModuleOpening({
        demand: "",
        dependsOn: [],
      }),
    ).toBe(false);
    expect(
      shouldSkipModuleOpening({
        demand: "已有需求",
        dependsOn: [],
        phase: "shown",
      }),
    ).toBe(false);
    expect(isProgressPointerTag("创作.当前步骤")).toBe(true);
    expect(isProgressPointerTag("设计.美学纲领与交互范式")).toBe(false);
    expect(isProgressPointerTag("设计.创作流程")).toBe(false);
@@ -1253,6 +1229,93 @@ modules:
    expect(accepted.steps.some((s) => s.id === "生成规则#1")).toBe(true);
  });
  it("removeRepeatableInstance drops accepted spawn and closer dep", () => {
    const flow = parseCreationFlow(`{
      "status": "open",
      "steps": [
        { "name": "美学纲领与交互范式", "depends_on": [] },
        { "id": "生成规则", "name": "生成规则", "role": "prototype", "depends_on": ["美学纲领与交互范式"] },
        { "id": "生成规则#1", "name": "生成规则", "role": "instance", "from": "生成规则", "depends_on": ["美学纲领与交互范式"], "params": { "rule_id": "core-female-roles" } },
        { "name": "开场白与开场变量", "depends_on": ["美学纲领与交互范式", "生成规则#1"] }
      ]
    }`)!;
    const dropped = removeRepeatableInstance({
      flow,
      stepId: "生成规则#1",
      catalog: sampleCatalog,
    });
    expect("error" in dropped).toBe(false);
    if ("error" in dropped) return;
    expect(dropped.flow.steps.map((s) => s.id)).toEqual([
      "美学纲领与交互范式",
      "生成规则",
      "开场白与开场变量",
    ]);
    expect(
      dropped.flow.steps.find((s) => s.name === "开场白与开场变量")?.depends_on,
    ).toEqual(["美学纲领与交互范式"]);
  });
  it("removeRepeatableInstance blocks when another instance depends on it", () => {
    const flow = parseCreationFlow(`{
      "steps": [
        { "name": "美学纲领与交互范式", "depends_on": [] },
        { "id": "生成规则", "name": "生成规则", "role": "prototype", "depends_on": ["美学纲领与交互范式"] },
        { "id": "生成规则#1", "name": "生成规则", "role": "instance", "from": "生成规则", "depends_on": ["美学纲领与交互范式"], "params": { "target": "4位核心女性", "rule_id": "core-female-roles" } },
        { "id": "具体实例", "name": "具体实例", "role": "prototype", "depends_on": ["生成规则"] },
        { "id": "具体实例#1", "name": "具体实例", "role": "instance", "from": "具体实例", "depends_on": ["生成规则#1"] }
      ]
    }`)!;
    const blocked = removeRepeatableInstance({
      flow,
      stepId: "生成规则#1",
      catalog: sampleCatalog,
    });
    expect(blocked).toMatchObject({ error: expect.stringContaining("具体实例") });
    const ok = removeRepeatableInstance({
      flow,
      stepId: "具体实例#1",
      catalog: sampleCatalog,
    });
    expect("error" in ok).toBe(false);
  });
  it("pruneRepeatableArtifactContent strips the deleted rule_id", () => {
    const raw = JSON.stringify({
      schema: "context-fragment.v1",
      技能: "生成规则",
      brief: "两条规则",
      正文: {
        rules: [
          { rule_id: "core-female-roles", 对象: "女臣" },
          { rule_id: "zombies", 对象: "丧尸" },
        ],
      },
    });
    const step = {
      id: "生成规则#1",
      name: "生成规则",
      role: "instance" as const,
      depends_on: [],
      params: { rule_id: "core-female-roles" },
    };
    const pruned = JSON.parse(
      pruneRepeatableArtifactContent({
        raw,
        step,
        remainingSameModule: 1,
      }),
    );
    expect(pruned.正文.rules.map((r) => r.rule_id)).toEqual(["zombies"]);
    expect(
      pruneRepeatableArtifactContent({
        raw,
        step,
        remainingSameModule: 0,
      }),
    ).toBe("");
  });
  it("blocks 具体实例 spawn until a 生成规则 instance is accepted", () => {
    const flow = parseCreationFlow(`{
      "steps": [
@@ -1,6 +1,7 @@
 import { describe, expect, it } from "vitest";
 import {
  buildChanceBatchFromGenerationRule,
  isElementPool,
  runMaintainNeedGenerateSampling,
 } from "../src/skills/maintain-need-generate.js";
@@ -40,4 +41,61 @@ describe("maintain need_generate sampling", () => {
    expect(result?.schema).toBe("chance.batch.v1");
    expect(result?.results[0]?.id).toBe("pool:mood");
  });
  it("treats 方向池 as non-element even if leftover 条目 exist", () => {
    expect(
      isElementPool({
        池型: "方向",
        方向: { 冷焰系: "静、刺、余烬不散，如…" },
        条目: [{ id: "should-not-draw" }],
      }),
    ).toBe(false);
  });
  it("skips 方向池 when building chance batch", () => {
    const rules = JSON.stringify({
      正文: {
        rules: [
          {
            rule_id: "stand",
            池: [
              {
                pool_id: "ability",
                池型: "方向",
                方向: { 时空操作系: "暂停、加速、回溯。例如 The World" },
              },
              {
                pool_id: "stand-type",
                池型: "元素",
                条目: [{ id: "close-range", 权重: 1 }],
              },
            ],
          },
        ],
      },
    });
    const batch = buildChanceBatchFromGenerationRule(rules, "stand");
    expect(batch).toHaveLength(1);
    expect(batch![0]!.id).toBe("pool:stand-type");
  });
  it("returns null when a rule only has 方向池", () => {
    const rules = JSON.stringify({
      正文: {
        rules: [
          {
            rule_id: "nickname",
            池: [
              {
                pool_id: "nick-style",
                池型: "方向",
                方向: { 自然现象系: "以天气、地理命名" },
              },
            ],
          },
        ],
      },
    });
    expect(buildChanceBatchFromGenerationRule(rules, "nickname")).toBeNull();
  });
 });
@@ -658,6 +658,32 @@ describe("phase machine", () => {
    expect(left.effects).toEqual([]);
  });
  it("leaving from review_artifact returns to the pick graph", () => {
    let session = createSession("default");
    const artifact = createArtifact({
      workerId: "design-step",
      stepId: "生成规则#1",
      outputTags: ["设计.生成规则"],
    });
    session = {
      ...session,
      phase: "waiting_user",
      waitingReason: { kind: "review_artifact", artifactId: artifact.id },
      pendingArtifactId: artifact.id,
      artifacts: [artifact],
      currentWorkerId: "design-step",
      currentStepId: "生成规则#1",
    };
    const left = applyEvent(session, {
      type: "user_left_creation_step",
      payload: {},
    });
    expect(left.session.phase).toBe("waiting_user");
    expect(left.session.waitingReason?.kind).toBe("pick_creation_step");
    expect(left.session.pendingArtifactId).toBeUndefined();
    expect(left.session.currentStepId).toBeUndefined();
  });
  it("replan from the pick graph runs design-flow", () => {
    let session = createSession("default");
    session = {
@@ -3,12 +3,36 @@ import {
  createMockMainAgentResponse,
  createMockToolCall,
  MockLlmProvider,
  type LlmProvider,
 } from "../src/llm/client.js";
 import { PhaseRuntime, createDecision } from "../src/runtime/phase-runtime.js";
-import { createSession } from "../src/runtime/phase-machine.js";
+import { createArtifact, createSession } from "../src/runtime/phase-machine.js";
 import { Blackboard } from "../src/blackboard/blackboard.js";
 import { parseCreationFlow } from "../src/skills/creation-flow.js";
 function countLlmCalls(llm: MockLlmProvider): { calls: () => number } {
  let n = 0;
  const bump = () => {
    n += 1;
  };
  const origComplete = llm.complete.bind(llm);
  llm.complete = (async (messages, options) => {
    bump();
    return origComplete(messages, options);
  }) as LlmProvider["complete"];
  const origStream = llm.completeStream.bind(llm);
  llm.completeStream = (async (messages, options, callbacks) => {
    bump();
    return origStream(messages, options, callbacks);
  }) as LlmProvider["completeStream"];
  const origTools = llm.completeWithTools.bind(llm);
  llm.completeWithTools = (async (messages, options) => {
    bump();
    return origTools(messages, options);
  }) as LlmProvider["completeWithTools"];
  return { calls: () => n };
 }
 describe("phase runtime", () => {
  it("auto-loads default orchestrator and awaits first user input", async () => {
    const runtime = new PhaseRuntime();
@@ -178,6 +202,120 @@ describe("phase runtime", () => {
    expect(runtime.getSession().waitingReason?.kind).toBe("pick_creation_step");
  });
  it("picking a node shows module opening instead of calling LLM", async () => {
    const llm = new MockLlmProvider([
      JSON.stringify({
        outputs: { "设计.舞台骨架": { 范围: "不该到这一步" } },
        summary: "不应生成",
        askUser: null,
      }),
    ]);
    const llmCalls = countLlmCalls(llm);
    const runtime = new PhaseRuntime({ llm });
    await runtime.start();
    runtime.getBlackboard().write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "舞台骨架",
            name: "舞台骨架",
            depends_on: [],
          },
        ],
      }),
      source: "runtime",
    });
    await runtime.enterSeededCreationPick();
    await runtime.pickCreationStep("舞台骨架");
    const session = runtime.getSession();
    expect(session.phase).toBe("waiting_user");
    expect(session.waitingReason?.kind).toBe("worker_questions");
    if (session.waitingReason?.kind === "worker_questions") {
      expect(session.waitingReason.questions[0]?.id).toBe("module-opening");
      expect(session.waitingReason.questions[0]?.prompt).toContain(
        "玩家实际会待着玩的地方",
      );
    }
    expect(llmCalls.calls()).toBe(0);
  });
  it("picking a root node still shows opening even if 用户.需求 already has text", async () => {
    const llm = new MockLlmProvider([
      JSON.stringify({
        outputs: { "设计.舞台骨架": { 范围: "不该到这一步" } },
        summary: "不应生成",
        askUser: null,
      }),
    ]);
    const llmCalls = countLlmCalls(llm);
    const runtime = new PhaseRuntime({ llm });
    await runtime.start();
    runtime.getBlackboard().write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "舞台骨架",
            name: "舞台骨架",
            depends_on: [],
          },
        ],
      }),
      source: "runtime",
    });
    runtime.getBlackboard().write({
      tag: "用户.需求",
      content: "丧尸世界只有我不会被感染",
      source: "user",
    });
    runtime.getSession().slots["用户.需求"] = "丧尸世界只有我不会被感染";
    await runtime.enterSeededCreationPick();
    await runtime.pickCreationStep("舞台骨架");
    expect(runtime.getSession().waitingReason?.kind).toBe("worker_questions");
    expect(llmCalls.calls()).toBe(0);
  });
  it("leaving during opening and picking again shows opening instead of calling LLM", async () => {
    const llm = new MockLlmProvider([
      JSON.stringify({
        outputs: { "设计.舞台骨架": { 范围: "不该到这一步" } },
        summary: "不应生成",
        askUser: null,
      }),
    ]);
    const llmCalls = countLlmCalls(llm);
    const runtime = new PhaseRuntime({ llm });
    await runtime.start();
    runtime.getBlackboard().write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "舞台骨架",
            name: "舞台骨架",
            depends_on: [],
          },
        ],
      }),
      source: "runtime",
    });
    await runtime.enterSeededCreationPick();
    await runtime.pickCreationStep("舞台骨架");
    expect(runtime.getSession().waitingReason?.kind).toBe("worker_questions");
    await runtime.leaveCreationStep();
    expect(runtime.getSession().waitingReason?.kind).toBe("pick_creation_step");
    await runtime.pickCreationStep("舞台骨架");
    expect(runtime.getSession().waitingReason?.kind).toBe("worker_questions");
    expect(llmCalls.calls()).toBe(0);
  });
  it("unusable main agent output without DAG starts design-flow", async () => {
    const llm = new MockLlmProvider(["Let me think about routing"]);
    const runtime = new PhaseRuntime({ llm, autoStubWorker: true });
@@ -294,6 +432,335 @@ describe("phase runtime", () => {
    ).toEqual(["美学纲领与交互范式"]);
  });
  it("leaveCreationStep from review_artifact returns to pick without unsawning a filled instance", async () => {
    const artifact = createArtifact({
      workerId: "design-step",
      stepId: "生成规则#1",
      outputTags: ["设计.生成规则"],
    });
    const session = createSession("default");
    session.phase = "waiting_user";
    session.waitingReason = { kind: "review_artifact", artifactId: artifact.id };
    session.pendingArtifactId = artifact.id;
    session.currentWorkerId = "design-step";
    session.currentStepId = "生成规则#1";
    session.artifacts = [artifact];
    session.slots = { startupCompleted: true };
    const blackboard = new Blackboard();
    blackboard.write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "美学纲领与交互范式",
            name: "美学纲领与交互范式",
            depends_on: [],
          },
          {
            id: "生成规则",
            name: "生成规则",
            role: "prototype",
            depends_on: ["美学纲领与交互范式"],
          },
          {
            id: "生成规则#1",
            name: "生成规则",
            role: "instance",
            from: "生成规则",
            depends_on: ["美学纲领与交互范式"],
          },
        ],
      }),
      source: "runtime",
    });
    blackboard.write({
      tag: "创作.当前步骤",
      content: "生成规则#1",
      source: "runtime",
    });
    const runtime = new PhaseRuntime({
      initialSession: session,
      initialBlackboardItems: blackboard.exportItems(),
    });
    await runtime.leaveCreationStep();
    expect(runtime.getSession().waitingReason?.kind).toBe("pick_creation_step");
    expect(runtime.getSession().pendingArtifactId).toBeUndefined();
    const flow = parseCreationFlow(
      runtime.getBlackboard().getContentByTag("设计.创作流程"),
    );
    expect(flow?.steps.map((s) => s.id)).toContain("生成规则#1");
  });
  it("abortCurrentRun restores the snapshot and waits instead of rerunning", async () => {
    const runtime = new PhaseRuntime({ autoStubWorker: true });
    await runtime.start();
    await runtime.submitInput("网恋对象对话");
    await runtime.submitDecision(
      createDecision({
        action: "run_worker",
        reason: "编排创作流程",
        workerId: "design-flow",
        requiresApproval: false,
      }),
    );
    const snap = runtime.getLastWorkerRunSnapshot();
    expect(snap?.workerId).toBe("design-flow");
    const artifactsAtSnapshot = snap!.runtimeSession.artifacts.length;
    const session = runtime.getSession();
    session.phase = "running";
    session.waitingReason = undefined;
    session.currentWorkerId = "design-flow";
    runtime.abortCurrentRun();
    expect(runtime.getSession().phase).toBe("waiting_user");
    expect(runtime.getSession().currentWorkerId).toBeUndefined();
    expect(runtime.getSession().artifacts.length).toBe(artifactsAtSnapshot);
  });
  it("reentering an accepted instance reopens its artifact for revision", async () => {
    const artifact = {
      ...createArtifact({
        workerId: "design-step",
        stepId: "生成规则#1",
        outputTags: ["设计.生成规则"],
      }),
      status: "accepted",
    };
    const session = createSession("default");
    session.phase = "waiting_user";
    session.waitingReason = { kind: "pick_creation_step" };
    session.slots = {
      startupCompleted: true,
      creationAcceptedUnits: ["生成规则#1"],
    };
    session.artifacts = [artifact];
    const blackboard = new Blackboard();
    blackboard.write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "美学纲领与交互范式",
            name: "美学纲领与交互范式",
            depends_on: [],
          },
          {
            id: "生成规则",
            name: "生成规则",
            role: "prototype",
            depends_on: ["美学纲领与交互范式"],
          },
          {
            id: "生成规则#1",
            name: "生成规则",
            role: "instance",
            from: "生成规则",
            depends_on: ["美学纲领与交互范式"],
            params: { target: "4位核心女性" },
          },
        ],
      }),
      source: "runtime",
    });
    blackboard.write({
      tag: "创作.已验收单位",
      content: JSON.stringify(["生成规则#1"]),
      source: "runtime",
    });
    blackboard.write({
      tag: "设计.生成规则",
      content: "已有规则正文",
      source: "runtime",
    });
    const runtime = new PhaseRuntime({
      initialSession: session,
      initialBlackboardItems: blackboard.exportItems(),
    });
    await runtime.pickCreationStep("生成规则#1", undefined, { reenter: true });
    const next = runtime.getSession();
    expect(next.waitingReason?.kind).toBe("review_artifact");
    if (next.waitingReason?.kind === "review_artifact") {
      expect(next.waitingReason.artifactId).toBe(artifact.id);
    }
    expect(next.pendingArtifactId).toBe(artifact.id);
    expect(next.currentStepId).toBe("生成规则#1");
    expect(next.phase).toBe("waiting_user");
    expect(runtime.getBlackboard().getContentByTag("创作.继承修改")).toBe("1");
    expect(next.slots.revisionTargetArtifactId).toBe(artifact.id);
    expect(
      next.artifacts.find((a) => a.id === artifact.id)?.status,
    ).toBe("under_review");
  });
  it("revising a reentered accepted instance does not bounce to the node graph", async () => {
    const artifact = {
      ...createArtifact({
        workerId: "design-step",
        stepId: "生成规则#1",
        outputTags: ["设计.生成规则"],
      }),
      status: "accepted",
    };
    const session = createSession("default");
    session.phase = "waiting_user";
    session.waitingReason = { kind: "pick_creation_step" };
    session.slots = {
      startupCompleted: true,
      creationAcceptedUnits: ["生成规则#1"],
    };
    session.artifacts = [artifact];
    const blackboard = new Blackboard();
    blackboard.write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "美学纲领与交互范式",
            name: "美学纲领与交互范式",
            depends_on: [],
          },
          {
            id: "生成规则",
            name: "生成规则",
            role: "prototype",
            depends_on: ["美学纲领与交互范式"],
          },
          {
            id: "生成规则#1",
            name: "生成规则",
            role: "instance",
            from: "生成规则",
            depends_on: ["美学纲领与交互范式"],
            params: { target: "4位核心女性" },
          },
        ],
      }),
      source: "runtime",
    });
    blackboard.write({
      tag: "创作.已验收单位",
      content: JSON.stringify(["生成规则#1"]),
      source: "runtime",
    });
    blackboard.write({
      tag: "设计.生成规则",
      content: "已有规则正文",
      source: "runtime",
    });
    const runtime = new PhaseRuntime({
      initialSession: session,
      initialBlackboardItems: blackboard.exportItems(),
    });
    await runtime.pickCreationStep("生成规则#1", undefined, { reenter: true });
    await runtime.rejectArtifact("把对象改成四位男性");
    const next = runtime.getSession();
    expect(next.waitingReason?.kind).not.toBe("pick_creation_step");
    expect(next.phase).toBe("running");
    expect(next.currentWorkerId).toBe("design-step");
    expect(next.slots.revisionTargetArtifactId).toBe(artifact.id);
  });
  it("deleteCreationStep removes an accepted repeatable instance", async () => {
    const artifact = {
      ...createArtifact({
        workerId: "design-step",
        stepId: "生成规则#1",
        outputTags: ["设计.生成规则"],
      }),
      status: "accepted",
    };
    const session = createSession("default");
    session.phase = "waiting_user";
    session.waitingReason = { kind: "pick_creation_step" };
    session.slots = {
      startupCompleted: true,
      creationAcceptedUnits: ["美学纲领与交互范式", "生成规则#1"],
    };
    session.artifacts = [artifact];
    const blackboard = new Blackboard();
    blackboard.write({
      tag: "设计.创作流程",
      content: JSON.stringify({
        version: 1,
        status: "open",
        steps: [
          {
            id: "美学纲领与交互范式",
            name: "美学纲领与交互范式",
            depends_on: [],
          },
          {
            id: "生成规则",
            name: "生成规则",
            role: "prototype",
            depends_on: ["美学纲领与交互范式"],
          },
          {
            id: "生成规则#1",
            name: "生成规则",
            role: "instance",
            from: "生成规则",
            depends_on: ["美学纲领与交互范式"],
            params: { target: "4位核心女性", rule_id: "core-female-roles" },
          },
          {
            id: "开场白与开场变量",
            name: "开场白与开场变量",
            depends_on: ["美学纲领与交互范式", "生成规则#1"],
          },
        ],
      }),
      source: "runtime",
    });
    blackboard.write({
      tag: "创作.已验收单位",
      content: JSON.stringify(["美学纲领与交互范式", "生成规则#1"]),
      source: "runtime",
    });
    blackboard.write({
      tag: "设计.生成规则",
      content: JSON.stringify({
        schema: "context-fragment.v1",
        技能: "生成规则",
        brief: "女臣",
        正文: { rules: [{ rule_id: "core-female-roles", 对象: "女臣" }] },
      }),
      source: "runtime",
    });
    const runtime = new PhaseRuntime({
      initialSession: session,
      initialBlackboardItems: blackboard.exportItems(),
    });
    await runtime.deleteCreationStep("生成规则#1");
    const flow = parseCreationFlow(
      runtime.getBlackboard().getContentByTag("设计.创作流程"),
    );
    expect(flow?.steps.map((s) => s.id)).toEqual([
      "美学纲领与交互范式",
      "生成规则",
      "开场白与开场变量",
    ]);
    expect(
      flow?.steps.find((s) => s.name === "开场白与开场变量")?.depends_on,
    ).toEqual(["美学纲领与交互范式"]);
    expect(runtime.getSession().slots.creationAcceptedUnits).toEqual([
      "美学纲领与交互范式",
    ]);
    expect(
      runtime.getSession().artifacts.find((a) => a.id === artifact.id)?.status,
    ).toBe("rejected");
    await expect(
      runtime.deleteCreationStep("美学纲领与交互范式"),
    ).rejects.toThrow(/可增殖/);
  });
  it("prepareEnterPlay seals when closer is already accepted", () => {
    const session = createSession("default");
    const blackboard = new Blackboard();
@@ -197,8 +197,10 @@ function hideFlowNodeMenu() {
 const flowMenuState = {
  stepId: null,
  name: "",
  label: "",
  hasArtifact: false,
  canReenter: false,
  canDelete: false,
  node: null,
  handlers: null,
 };
@@ -224,12 +226,16 @@ function showFlowNodeMenu(node, x, y, handlers) {
  if (!stepId) return;
  flowMenuState.stepId = stepId;
  flowMenuState.name = node.getAttribute("data-flow-done-name") || "";
  flowMenuState.label =
    node.getAttribute("data-flow-label") || flowMenuState.name || stepId;
  flowMenuState.hasArtifact = node.getAttribute("data-has-artifact") === "1";
  flowMenuState.canReenter = node.getAttribute("data-can-reenter") === "1";
  flowMenuState.canDelete = node.getAttribute("data-can-delete") === "1";
  flowMenuState.node = node;
  flowMenuState.handlers = handlers;
  const viewBtn = document.getElementById("flow-menu-view");
  const reenterBtn = document.getElementById("flow-menu-reenter");
  const deleteBtn = document.getElementById("flow-menu-delete");
  if (viewBtn) {
    viewBtn.disabled = !flowMenuState.hasArtifact;
    viewBtn.title = flowMenuState.hasArtifact ? "" : "这一步还没有产物";
@@ -237,6 +243,9 @@ function showFlowNodeMenu(node, x, y, handlers) {
  if (reenterBtn) {
    reenterBtn.toggleAttribute("hidden", !flowMenuState.canReenter);
  }
  if (deleteBtn) {
    deleteBtn.toggleAttribute("hidden", !flowMenuState.canDelete);
  }
  placeMenu(menu, x, y);
 }
@@ -248,11 +257,13 @@ function wireFlowNodeMenu() {
    const action = e.target.closest("[data-flow-menu-action]")?.getAttribute("data-flow-menu-action");
    const stepId = flowMenuState.stepId;
    const name = flowMenuState.name;
    const label = flowMenuState.label || name;
    const handlers = flowMenuState.handlers;
    hideFlowNodeMenu();
    if (!stepId || !action) return;
    if (action === "view") handlers?.onViewStepArtifact?.(stepId, name);
    if (action === "reenter") handlers?.onReenterCreationStep?.(stepId);
    if (action === "delete") handlers?.onDeleteCreationStep?.(stepId, label);
  });
 }
@@ -2406,6 +2417,17 @@ function renderOneGenerationRuleCard(rule, index) {
  </header>`;
  const blocks = [];
  if (rule.设计判断 && typeof rule.设计判断 === "object") {
    const d = rule.设计判断;
    const unlist = (v) =>
      Array.isArray(v) && v.length ? v.map(String).join("、") : "";
    blocks.push(
      `<div class="skill-sub"><div class="skill-sub-title">设计判断</div>${skillChipRow([
        unlist(d.不可穷举项) && `不可穷举 · ${unlist(d.不可穷举项)}`,
        unlist(d.封闭集合) && `封闭 · ${unlist(d.封闭集合)}`,
      ])}${d.正交字段依据 ? `<p class="skill-pool-desc">${esc(String(d.正交字段依据))}</p>` : ""}</div>`,
    );
  }
  if (rule.上下文策略 && typeof rule.上下文策略 === "object") {
    const flags = Object.entries(rule.上下文策略)
      .map(([k, v]) => `<span class="ws-slot-chip ${v ? "ws-slot-on" : "ws-slot-off"}">${esc(k)}</span>`)
@@ -2424,9 +2446,13 @@ function renderOneGenerationRuleCard(rule, index) {
  }
  if (rule.生成与描写 && typeof rule.生成与描写 === "object") {
    const g = rule.生成与描写;
-    const methodKeys = ["依据", "方法", "硬约束", "字段间约束", "变化维度", "禁止项", "去重规则", "校验"];
+    const methodKeys = ["依据", "工作流", "方法", "硬约束", "字段间约束", "变化维度", "禁止项", "去重规则", "反模式", "校验"];
    const extra = [
      renderGenerationRecipeHtml(g.配方),
      renderGenerationExpressHtml(g.表现),
    ].filter(Boolean);
    blocks.push(
-      `<div class="skill-sub"><div class="skill-sub-title">生成与描写</div>${methodKeys
+      `<div class="skill-sub"><div class="skill-sub-title">生成与描写</div>${extra.join("")}${methodKeys
        .filter((k) => Array.isArray(g[k]) && g[k].length)
        .map(
          (k) =>
@@ -2435,6 +2461,9 @@ function renderOneGenerationRuleCard(rule, index) {
        .join("")}</div>`,
    );
  }
  if (Array.isArray(rule.分级表现) && rule.分级表现.length) {
    blocks.push(renderGenerationGradeHtml(rule.分级表现));
  }
  if (rule.产物格式 && typeof rule.产物格式 === "object") {
    blocks.push(renderProductSchemaCard(rule.产物格式));
  }
@@ -2442,19 +2471,7 @@ function renderOneGenerationRuleCard(rule, index) {
  if (pools.length) {
    blocks.push(
      `<div class="skill-sub"><div class="skill-sub-title">池（${pools.length}）</div><div class="skill-pool-grid">${pools
-        .map((p) => {
+        .map((p) => renderGenerationPoolCard(p))
          if (!p || typeof p !== "object") return "";
          const n = Array.isArray(p.条目) ? p.条目.length : 0;
          return `<article class="skill-pool-card">
            <div class="skill-pool-name">${esc(String(p.名称 || p.pool_id || "池"))}</div>
            ${skillChipRow([
              p.绑定字段 && `绑 · ${p.绑定字段}`,
              p.用途 && String(p.用途),
              n ? `${n} 条` : "",
            ])}
            ${p.说明 ? `<p class="skill-pool-desc">${esc(clampPreviewText(String(p.说明), 120))}</p>` : ""}
          </article>`;
        })
        .join("")}</div></div>`,
    );
  }
@@ -2462,6 +2479,137 @@ function renderOneGenerationRuleCard(rule, index) {
  return `<article class="skill-rule-card">${head}${blocks.join("")}</article>`;
 }
 function renderGenerationRecipeHtml(rows) {
  if (!Array.isArray(rows) || !rows.length) return "";
  const cards = rows
    .map((row) => {
      if (!row || typeof row !== "object") return "";
      const comps = Array.isArray(row.组件) ? row.组件.map(String).join(" × ") : "";
      return `<article class="skill-pool-card is-direction">
        <div class="skill-pool-name">配方 · ${esc(String(row.目标字段 || "字段"))}</div>
        ${skillChipRow([comps && `组件 · ${comps}`])}
        ${row.组装 ? `<p class="skill-pool-desc">${esc(String(row.组装))}</p>` : ""}
      </article>`;
    })
    .filter(Boolean);
  return cards.length
    ? `<div class="skill-method"><span class="skill-method-label">配方</span><div class="skill-pool-grid">${cards.join("")}</div></div>`
    : "";
 }
 function renderGenerationExpressHtml(rows) {
  if (!Array.isArray(rows) || !rows.length) return "";
  const cards = rows
    .map((row) => {
      if (!row || typeof row !== "object") return "";
      const ex = Array.isArray(row.例子) ? row.例子.filter(Boolean) : [];
      return `<article class="skill-pool-card is-direction">
        <div class="skill-pool-name">${esc(String(row.针对 || "表现"))}</div>
        ${row.概括 ? `<p class="skill-pool-desc">${esc(String(row.概括))}</p>` : ""}
        ${
          ex.length
            ? `<ul class="artifact-list">${ex.map((x) => `<li>${esc(String(x))}</li>`).join("")}</ul>`
            : ""
        }
      </article>`;
    })
    .filter(Boolean);
  return cards.length
    ? `<div class="skill-method"><span class="skill-method-label">表现</span><div class="skill-pool-grid">${cards.join("")}</div></div>`
    : "";
 }
 function renderGenerationGradeHtml(rows) {
  const blocks = rows
    .map((row) => {
      if (!row || typeof row !== "object") return "";
      const grades = Array.isArray(row.档位) ? row.档位 : [];
      const tr = grades
        .map((g) => {
          if (!g || typeof g !== "object") return "";
          return `<tr>
            <td><code>${esc(String(g.值 || ""))}</code></td>
            <td>${esc(String(g.概括 || ""))}</td>
            <td>${esc(String(g.表象 || ""))}</td>
          </tr>`;
        })
        .join("");
      return `<div class="skill-sub">
        <div class="skill-sub-title">分级表现 · ${esc(String(row.字段 || ""))}</div>
        ${row.说明 ? `<p class="skill-pool-desc">${esc(String(row.说明))}</p>` : ""}
        ${
          tr
            ? `<div class="skill-table-wrap"><table class="skill-field-table"><thead><tr><th>档</th><th>概括</th><th>表象</th></tr></thead><tbody>${tr}</tbody></table></div>`
            : ""
        }
      </div>`;
    })
    .filter(Boolean);
  return blocks.join("");
 }
 function generationPoolKind(pool) {
  const raw = String(pool?.池型 || pool?.kind || pool?.类型 || "").trim();
  if (/方向|类型|type/i.test(raw)) return "方向";
  if (/元素|枚举|enum/i.test(raw)) return "元素";
  if (pool?.方向 && typeof pool.方向 === "object") return "方向";
  if (Array.isArray(pool?.条目) && pool.条目.length) return "元素";
  return "";
 }
 function generationPoolDirections(pool) {
  const dirs = pool?.方向;
  if (!dirs) return [];
  if (Array.isArray(dirs)) {
    return dirs
      .map((row) => {
        if (typeof row === "string") return { name: row, text: "" };
        if (!row || typeof row !== "object") return null;
        return {
          name: String(row.名 || row.name || row.方向 || "").trim(),
          text: String(row.说明 || row.description || row.内容 || "").trim(),
        };
      })
      .filter((x) => x && (x.name || x.text));
  }
  if (typeof dirs === "object") {
    return Object.entries(dirs).map(([name, text]) => ({
      name,
      text: text == null ? "" : String(text),
    }));
  }
  return [];
 }
 function renderGenerationPoolCard(p) {
  if (!p || typeof p !== "object") return "";
  const kind = generationPoolKind(p);
  const dirs = generationPoolDirections(p);
  const n = Array.isArray(p.条目) ? p.条目.length : 0;
  const dirHtml = dirs.length
    ? `<dl class="skill-pool-dirs">${dirs
        .map(
          (d) =>
            `<div class="skill-pool-dir"><dt>${esc(d.name || "方向")}</dt>${
              d.text ? `<dd>${esc(clampPreviewText(d.text, 160))}</dd>` : ""
            }</div>`,
        )
        .join("")}</dl>`
    : "";
  return `<article class="skill-pool-card${kind === "方向" ? " is-direction" : ""}">
            <div class="skill-pool-name">${esc(String(p.名称 || p.pool_id || "池"))}</div>
            ${skillChipRow([
              kind && `${kind}池`,
              p.绑定字段 && `绑 · ${p.绑定字段}`,
              p.用途 && String(p.用途),
              kind === "元素" && n ? `${n} 条` : "",
              kind === "方向" && dirs.length ? `${dirs.length} 向` : "",
            ])}
            ${p.说明 ? `<p class="skill-pool-desc">${esc(clampPreviewText(String(p.说明), 160))}</p>` : ""}
            ${dirHtml}
          </article>`;
 }
 function renderProductSchemaCard(fmt) {
  const schema = fmt.schema && typeof fmt.schema === "object" ? fmt.schema : null;
  const fields = schema
@@ -2474,6 +2622,9 @@ function renderProductSchemaCard(fmt) {
          const req = spec.required === true ? "必填" : spec.required === false ? "可选" : "—";
          const desc = spec.description != null ? clampPreviewText(String(spec.description), 80) : "";
          const extra = [];
          if (spec.粒度) extra.push(`粒度 ${spec.粒度}`);
          if (spec.创作) extra.push(`创作 ${spec.创作}`);
          if (spec.地板) extra.push(clampPreviewText(String(spec.地板), 60));
          if (Array.isArray(spec.allowed_values) && spec.allowed_values.length) {
            extra.push(
              `枚举 ${spec.allowed_values
@@ -3576,6 +3727,7 @@ function renderCreationFlowView(flowView, opts = {}) {
    <div class="flow-dag" data-flow-dag>
      <svg class="flow-dag-edges" aria-hidden="true"></svg>
      <div class="flow-dag-rows">${rows}</div>
      <aside class="flow-dag-hint" hidden role="status"></aside>
    </div>
    ${suggestionHtml}
  </section>`;
@@ -3670,6 +3822,11 @@ function renderFlowGraphNode(s, interactive, opts = {}) {
  const selectable = Boolean(s.selectable) && interactive;
  const doneMenu = !isProto && runState === "done";
  const canReenter = doneMenu && interactive;
  const canDelete =
    doneMenu &&
    interactive &&
    s.role === "instance" &&
    Boolean(s.repeatable);
  const runLabel = isProto
    ? selectable
      ? "可增殖"
@@ -3685,22 +3842,28 @@ function renderFlowGraphNode(s, interactive, opts = {}) {
    ? isProto
      ? "增殖"
      : "进入"
-    : "";
+    : canReenter
      ? "进入"
      : "";
  const actionHtml = actionLabel
    ? `<span class="flow-action">${esc(actionLabel)}</span>`
    : "";
  const doneMenuBtn = doneMenu
    ? `<span class="flow-node-menu-btn" data-flow-menu-trigger aria-hidden="true">⋯</span>`
    : "";
  const blockedBy = Array.isArray(s.blockedBy) ? s.blockedBy : [];
  const blockedAttr = blockedBy.length
    ? ` data-flow-blocked="${escAttr(JSON.stringify(blockedBy))}"`
    : "";
  const blocked =
-    !selectable && !doneMenu && s.blockedBy?.length
+    !selectable && !doneMenu && blockedBy.length
-      ? ` title="还差：${esc(s.blockedBy.join("、"))}"`
+      ? ` title="还差：${esc(blockedBy.join("、"))}"`
      : isProto && selectable
        ? ` title="确认当前编排，点一下新开一条产物再进入"`
        : selectable
          ? ` title="确认当前编排并进入"`
-          : doneMenu
+          : canReenter
-            ? ` title="查看产物或重新进入修改"`
+            ? ` title="进入这条产物继续改，继承原文；新开一条请点原型上的「增殖」"`
            : "";
  const currentAttr = runState === "current" ? ' aria-current="step"' : "";
  const clickable = selectable || doneMenu;
@@ -3708,9 +3871,9 @@ function renderFlowGraphNode(s, interactive, opts = {}) {
  const typeAttr = clickable ? ' type="button"' : "";
  const pickAttr = selectable ? ` data-flow-pick="${esc(s.id)}"` : "";
  const doneAttr = doneMenu
-    ? ` data-flow-done="${esc(s.id)}" data-flow-done-name="${escAttr(s.name)}" data-has-artifact="${s.hasArtifact ? "1" : "0"}" data-can-reenter="${canReenter ? "1" : "0"}" aria-haspopup="menu" aria-label="已完成：${escAttr(s.title || s.name)}"`
+    ? ` data-flow-done="${esc(s.id)}" data-flow-done-name="${escAttr(s.name)}" data-flow-label="${escAttr([s.name, s.title].filter(Boolean).join(" · ") || s.id)}" data-has-artifact="${s.hasArtifact ? "1" : "0"}" data-can-reenter="${canReenter ? "1" : "0"}" data-can-delete="${canDelete ? "1" : "0"}" aria-haspopup="menu" aria-label="${canReenter ? "进入继续修改" : "已完成"}：${escAttr(s.title || s.name)}"`
    : "";
-  const clickableClass = selectable
+  const clickableClass = selectable || canReenter
    ? " is-selectable"
    : doneMenu
      ? " is-done-menu"
@@ -3724,9 +3887,9 @@ function renderFlowGraphNode(s, interactive, opts = {}) {
  const originAttr =
    origin?.fromId ? ` data-flow-origin="${escAttr(origin.fromId)}"` : "";
  const metaHtml = compact
-    ? `<span class="flow-spawn-meta">${actionHtml || doneMenuBtn || `<span class="flow-run">${esc(runLabel)}</span>`}</span>`
+    ? `<span class="flow-spawn-meta">${actionHtml}${doneMenuBtn || (!actionHtml ? `<span class="flow-run">${esc(runLabel)}</span>` : "")}</span>`
    : `${actionHtml}${doneMenuBtn}`;
-  return `<${tag} class="flow-node${protoClass}${spawnClass}${clickableClass}${lockedClass}" data-flow-id="${escAttr(s.id)}" data-flow-name="${escAttr(s.name)}" data-flow-deps="${depsJson}" data-run="${escAttr(runState)}"${fromAttr}${originAttr}${currentAttr}${typeAttr}${pickAttr}${doneAttr}${blocked}>
+  return `<${tag} class="flow-node${protoClass}${spawnClass}${clickableClass}${lockedClass}" data-flow-id="${escAttr(s.id)}" data-flow-name="${escAttr(s.name)}" data-flow-deps="${depsJson}" data-run="${escAttr(runState)}"${fromAttr}${originAttr}${blockedAttr}${currentAttr}${typeAttr}${pickAttr}${doneAttr}${blocked}>
    <span class="flow-node-main">
      ${compact ? "" : `<span class="flow-run">${esc(runLabel)}</span>`}
      <span class="flow-name">${nameLabel}${occ}</span>
@@ -3741,6 +3904,47 @@ function renderFlowGraphNode(s, interactive, opts = {}) {
  </${tag}>`;
 }
 function parseFlowJsonList(raw) {
  try {
    const list = JSON.parse(raw || "[]");
    return Array.isArray(list) ? list.map(String).filter(Boolean) : [];
  } catch {
    return [];
  }
 }
 function flowNodeHintName(el) {
  if (!el) return "";
  return (
    el.getAttribute("data-flow-label") ||
    el.querySelector(".flow-title")?.textContent?.trim() ||
    el.getAttribute("data-flow-name") ||
    el.getAttribute("data-flow-id") ||
    ""
  );
 }
 function flowNodeRunLabel(el) {
  const run = el?.getAttribute("data-run");
  if (run === "done") return "已完成";
  if (run === "current") return "进行中";
  if (el?.classList.contains("is-selectable")) return "可进入";
  if (el?.classList.contains("is-locked")) return "待前置";
  return "未执行";
 }
 function flowDagNodeIndex(dag) {
  const byId = new Map();
  const byName = new Map();
  for (const el of dag.querySelectorAll("[data-flow-id]")) {
    const id = el.getAttribute("data-flow-id");
    const name = el.getAttribute("data-flow-name");
    if (id) byId.set(id, el);
    if (name && !byName.has(name)) byName.set(name, el);
  }
  return (ref) => byId.get(String(ref)) || byName.get(String(ref)) || null;
 }
 function paintFlowDagEdges(dag) {
  if (!dag) return;
  const svg = dag.querySelector(".flow-dag-edges");
@@ -3750,15 +3954,6 @@ function paintFlowDagEdges(dag) {
    svg.replaceChildren();
    return;
  }
  const byId = new Map();
  const byName = new Map();
  for (const el of nodes) {
    const id = el.getAttribute("data-flow-id");
    const name = el.getAttribute("data-flow-name");
    if (id) byId.set(id, el);
    if (name && !byName.has(name)) byName.set(name, el);
  }
  const findNode = (ref) => byId.get(ref) || byName.get(ref) || null;
  const dagRect = dag.getBoundingClientRect();
  const w = Math.max(dag.scrollWidth, dag.clientWidth, 1);
  const h = Math.max(dag.scrollHeight, dag.clientHeight, 1);
@@ -3766,20 +3961,17 @@ function paintFlowDagEdges(dag) {
  svg.setAttribute("height", String(h));
  svg.setAttribute("viewBox", `0 0 ${w} ${h}`);
  const findNode = flowDagNodeIndex(dag);
  const paths = [];
  for (const el of nodes) {
-    let deps = [];
+    const deps = parseFlowJsonList(el.getAttribute("data-flow-deps"));
-    try {
+    if (!deps.length) continue;
-      deps = JSON.parse(el.getAttribute("data-flow-deps") || "[]");
+    const toId = el.getAttribute("data-flow-id") || "";
    } catch {
      deps = [];
    }
    if (!Array.isArray(deps) || !deps.length) continue;
    const toRect = el.getBoundingClientRect();
    const x2 = toRect.left - dagRect.left + toRect.width / 2 + dag.scrollLeft;
    const y2 = toRect.top - dagRect.top + dag.scrollTop;
    for (const ref of deps) {
-      const from = findNode(String(ref));
+      const from = findNode(ref);
      if (!from || from === el) continue;
      const fromId = from.getAttribute("data-flow-id") || "";
      if (el.getAttribute("data-flow-from") === fromId) continue;
@@ -3787,19 +3979,15 @@ function paintFlowDagEdges(dag) {
      const x1 =
        fromRect.left - dagRect.left + fromRect.width / 2 + dag.scrollLeft;
      const y1 = fromRect.bottom - dagRect.top + dag.scrollTop;
-      const dy = Math.max(24, (y2 - y1) * 0.45);
+      const dy = Math.max(28, (y2 - y1) * 0.42);
      const d = `M ${x1.toFixed(1)} ${y1.toFixed(1)} C ${x1.toFixed(1)} ${(y1 + dy).toFixed(1)}, ${x2.toFixed(1)} ${(y2 - dy).toFixed(1)}, ${x2.toFixed(1)} ${y2.toFixed(1)}`;
      const belong = el.getAttribute("data-flow-origin") === fromId;
-      const active =
+      const cls = `flow-dag-edge${belong ? " flow-dag-edge--belong" : ""}`;
        from.classList.contains("is-selectable") ||
        el.classList.contains("is-selectable") ||
        from.getAttribute("data-run") === "done";
      const cls = `flow-dag-edge${active ? " is-lit" : ""}${belong ? " flow-dag-edge--belong" : ""}`;
      const marker = belong
        ? "url(#flow-dag-arrow-belong)"
        : "url(#flow-dag-arrow)";
      paths.push(
-        `<path class="${cls}" d="${d}" fill="none" marker-end="${marker}" />`,
+        `<path class="${cls}" d="${d}" fill="none" marker-end="${marker}" data-from="${escAttr(fromId)}" data-to="${escAttr(toId)}" />`,
      );
    }
  }
@@ -3807,10 +3995,210 @@ function paintFlowDagEdges(dag) {
    <marker id="flow-dag-arrow" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse">
      <path d="M 0 1 L 8 5 L 0 9 z" class="flow-dag-arrowhead" />
    </marker>
    <marker id="flow-dag-arrow-in" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="8" markerHeight="8" orient="auto-start-reverse">
      <path d="M 0 1 L 8 5 L 0 9 z" class="flow-dag-arrowhead flow-dag-arrowhead--in" />
    </marker>
    <marker id="flow-dag-arrow-out" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="8" markerHeight="8" orient="auto-start-reverse">
      <path d="M 0 1 L 8 5 L 0 9 z" class="flow-dag-arrowhead flow-dag-arrowhead--out" />
    </marker>
    <marker id="flow-dag-arrow-belong" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="6" markerHeight="6" orient="auto-start-reverse">
      <path d="M 0 1 L 8 5 L 0 9 z" class="flow-dag-arrowhead flow-dag-arrowhead--belong" />
    </marker>
  </defs>${paths.join("")}`;
  const traceId = dag.getAttribute("data-flow-trace");
  if (traceId) {
    const node = nodes.find((el) => el.getAttribute("data-flow-id") === traceId);
    if (node) applyFlowDagTrace(dag, node);
    else clearFlowDagTrace(dag);
  }
 }
 function flowHintItemsHtml(items, emptyText) {
  if (!items.length) {
    return `<p class="flow-dag-hint-empty">${esc(emptyText)}</p>`;
  }
  return `<ul class="flow-dag-hint-list">${items
    .map(
      (item) =>
        `<li><span class="flow-dag-hint-item-name">${esc(item.name)}</span><span class="flow-dag-hint-item-run">${esc(item.run)}</span></li>`,
    )
    .join("")}</ul>`;
 }
 function placeFlowDagHint(dag, node) {
  const hint = dag.querySelector(".flow-dag-hint");
  if (!hint || hint.hidden) return;
  const dagRect = dag.getBoundingClientRect();
  const nodeRect = node.getBoundingClientRect();
  const hintW = hint.offsetWidth;
  const hintH = hint.offsetHeight;
  const pad = 8;
  let left = nodeRect.right - dagRect.left + dag.scrollLeft + 12;
  let top = nodeRect.top - dagRect.top + dag.scrollTop;
  const maxLeft = Math.max(pad, dag.scrollWidth - hintW - pad);
  if (left > maxLeft) {
    left = nodeRect.left - dagRect.left + dag.scrollLeft - hintW - 12;
  }
  left = Math.min(maxLeft, Math.max(pad, left));
  const maxTop = Math.max(pad, dag.scrollHeight - hintH - pad);
  if (top > maxTop) top = maxTop;
  if (top < pad) top = pad;
  hint.style.left = `${left}px`;
  hint.style.top = `${top}px`;
 }
 function applyFlowDagTrace(dag, node) {
  const findNode = flowDagNodeIndex(dag);
  const nodeId = node.getAttribute("data-flow-id") || "";
  const nodeName = node.getAttribute("data-flow-name") || "";
  const refs = new Set([nodeId, nodeName].filter(Boolean));
  const depRefs = parseFlowJsonList(node.getAttribute("data-flow-deps"));
  const blocked = new Set(parseFlowJsonList(node.getAttribute("data-flow-blocked")));
  const relatedIds = new Set([nodeId]);
  dag.querySelectorAll(".flow-dag-edge").forEach((path) => {
    const fromId = path.getAttribute("data-from") || "";
    const toId = path.getAttribute("data-to") || "";
    const isIn = toId === nodeId;
    const isOut = fromId === nodeId;
    path.classList.toggle("is-trace-in", isIn);
    path.classList.toggle("is-trace-out", isOut && !isIn);
    if (isIn) {
      path.setAttribute("marker-end", "url(#flow-dag-arrow-in)");
      relatedIds.add(fromId);
    } else if (isOut) {
      path.setAttribute("marker-end", "url(#flow-dag-arrow-out)");
      relatedIds.add(toId);
    } else {
      path.setAttribute(
        "marker-end",
        path.classList.contains("flow-dag-edge--belong")
          ? "url(#flow-dag-arrow-belong)"
          : "url(#flow-dag-arrow)",
      );
    }
  });
  dag.querySelectorAll("[data-flow-id]").forEach((el) => {
    const id = el.getAttribute("data-flow-id") || "";
    el.classList.toggle("is-trace-root", el === node);
    el.classList.toggle("is-trace-related", el !== node && relatedIds.has(id));
  });
  const deps = depRefs
    .map((ref) => {
      const el = findNode(ref);
      if (el && el.getAttribute("data-flow-from") === nodeId) return null;
      return {
        name: el ? flowNodeHintName(el) : ref,
        run: el
          ? flowNodeRunLabel(el)
          : blocked.has(ref)
            ? "未齐"
            : "",
      };
    })
    .filter(Boolean);
  const downstream = [...dag.querySelectorAll("[data-flow-id]")]
    .filter((el) => {
      if (el === node) return false;
      if (el.getAttribute("data-flow-from") === nodeId) return false;
      return parseFlowJsonList(el.getAttribute("data-flow-deps")).some((ref) =>
        refs.has(ref),
      );
    })
    .map((el) => ({
      name: flowNodeHintName(el),
      run: flowNodeRunLabel(el),
    }));
  const hint = dag.querySelector(".flow-dag-hint");
  if (hint) {
    hint.innerHTML = `<p class="flow-dag-hint-kicker">依赖关系</p>
      <p class="flow-dag-hint-name">${esc(flowNodeHintName(node))}</p>
      <div class="flow-dag-hint-sec">
        <div class="flow-dag-hint-label">依赖</div>
        ${flowHintItemsHtml(deps, "无前置")}
      </div>
      <div class="flow-dag-hint-sec">
        <div class="flow-dag-hint-label">下游</div>
        ${flowHintItemsHtml(downstream, "无下游")}
      </div>`;
    hint.hidden = false;
    placeFlowDagHint(dag, node);
  }
  dag.classList.add("is-tracing");
  dag.setAttribute("data-flow-trace", nodeId);
 }
 function clearFlowDagTrace(dag) {
  if (!dag) return;
  dag.classList.remove("is-tracing");
  dag.removeAttribute("data-flow-trace");
  dag.querySelectorAll(".flow-dag-edge").forEach((path) => {
    path.classList.remove("is-trace-in", "is-trace-out");
    path.setAttribute(
      "marker-end",
      path.classList.contains("flow-dag-edge--belong")
        ? "url(#flow-dag-arrow-belong)"
        : "url(#flow-dag-arrow)",
    );
  });
  dag.querySelectorAll("[data-flow-id]").forEach((el) => {
    el.classList.remove("is-trace-root", "is-trace-related");
  });
  const hint = dag.querySelector(".flow-dag-hint");
  if (hint) {
    hint.hidden = true;
    hint.replaceChildren();
  }
 }
 function setFlowDagTrace(dag, node) {
  if (!dag || !node) return;
  if (dag.getAttribute("data-flow-trace") === node.getAttribute("data-flow-id")) {
    return;
  }
  applyFlowDagTrace(dag, node);
 }
 function wireFlowDagTrace(dag) {
  dag.addEventListener("pointerover", (e) => {
    const node = e.target.closest("[data-flow-id]");
    if (node && dag.contains(node)) setFlowDagTrace(dag, node);
  });
  dag.addEventListener("pointerleave", () => {
    const focused = dag.querySelector("[data-flow-id]:focus");
    if (focused) {
      applyFlowDagTrace(dag, focused);
      return;
    }
    clearFlowDagTrace(dag);
  });
  dag.addEventListener("focusin", (e) => {
    const node = e.target.closest("[data-flow-id]");
    if (node && dag.contains(node)) setFlowDagTrace(dag, node);
  });
  dag.addEventListener("focusout", (e) => {
    const next = e.relatedTarget;
    if (next && dag.contains(next) && next.closest("[data-flow-id]")) return;
    if (dag.matches(":hover")) return;
    clearFlowDagTrace(dag);
  });
  dag.addEventListener(
    "scroll",
    () => {
      const id = dag.getAttribute("data-flow-trace");
      if (!id) return;
      const node = [...dag.querySelectorAll("[data-flow-id]")].find(
        (el) => el.getAttribute("data-flow-id") === id,
      );
      if (node) placeFlowDagHint(dag, node);
    },
    { passive: true },
  );
 }
 function wireCreationFlowGraph(root, handlers) {
@@ -3825,16 +4213,40 @@ function wireCreationFlowGraph(root, handlers) {
    });
  });
  root.querySelectorAll("[data-flow-done]").forEach((el) => {
    const stepId = el.getAttribute("data-flow-done");
    const canReenter = el.getAttribute("data-can-reenter") === "1";
    const openMenu = (e) => {
      e.preventDefault();
      e.stopPropagation();
      showFlowNodeMenu(el, e.clientX, e.clientY, handlers);
    };
-    el.addEventListener("click", openMenu);
+    el.addEventListener("click", (e) => {
      e.preventDefault();
      e.stopPropagation();
      if (e.target.closest("[data-flow-menu-trigger]")) {
        openMenu(e);
        return;
      }
      if (canReenter && stepId) {
        handlers.onReenterCreationStep?.(stepId);
        return;
      }
      openMenu(e);
    });
    el.addEventListener("contextmenu", openMenu);
    el.addEventListener("keydown", (e) => {
-      if (e.key !== "Enter" && e.key !== " " && e.key !== "ContextMenu") return;
+      if (e.key === "ContextMenu") {
        e.preventDefault();
        const rect = el.getBoundingClientRect();
        showFlowNodeMenu(el, rect.left, rect.bottom + 4, handlers);
        return;
      }
      if (e.key !== "Enter" && e.key !== " ") return;
      e.preventDefault();
      if (canReenter && stepId) {
        handlers.onReenterCreationStep?.(stepId);
        return;
      }
      const rect = el.getBoundingClientRect();
      showFlowNodeMenu(el, rect.left, rect.bottom + 4, handlers);
    });
@@ -3863,6 +4275,7 @@ function wireCreationFlowGraph(root, handlers) {
      dag.querySelectorAll(".flow-family").forEach((n) => ro.observe(n));
    }
    window.addEventListener("resize", paint, { passive: true });
    wireFlowDagTrace(dag);
  });
 }
@@ -3995,6 +4408,7 @@ function renderReviewWorkspace(review, opts = {}) {
  return `
    <section class="workspace-review" data-review="1" data-review-kind="${esc(copy.kind)}" data-message-id="${esc(contextId)}" data-can-edit="0" data-has-context="${hasContext}">
      <header class="workspace-review-head workspace-review-head--slim">
        ${opts.leaveStepHtml || ""}
        <div class="workspace-review-titles">
          <span class="workspace-review-kicker">${esc(copy.kicker)}</span>
          <h2 class="workspace-review-title">${esc(label)}</h2>
@@ -4512,6 +4926,7 @@ function renderSpeakWorkspace(view) {
    : "";
  return `<section class="workspace-intent">
    <div class="workspace-intent-head">
      ${leaveStepControlHtml(view)}
      ${
        flowInteractive
          ? workspaceViewSwitchHtml("flow")
@@ -4519,7 +4934,6 @@ function renderSpeakWorkspace(view) {
              canOfferSaveProduct(view) ? "落档" : "说话"
            }</span>`
      }
      ${leaveStepControlHtml(view)}
    </div>
    <h2 class="workspace-intent-title">${esc(title)}</h2>
    <p class="workspace-intent-hint">${esc(hint)}</p>
@@ -4534,9 +4948,9 @@ function renderSpeakWorkspace(view) {
 function renderAnswerWorkspaceShell(view) {
  return `<section class="workspace-answer" id="workspace-answer-slot">
    <header class="workspace-answer-head workspace-answer-head--slim">
      ${leaveStepControlHtml(view)}
      <span class="workspace-surface-kicker">答题</span>
      <p class="workspace-answer-hint">点字母选中，文案可改；点卡片展开，点顶条收起。</p>
      ${leaveStepControlHtml(view)}
    </header>
  </section>`;
 }
@@ -4602,10 +5016,12 @@ function mountReviewWorkspace(stage, view, handlers, opts = {}) {
    renderReviewWorkspace(view.reviewArtifact, {
      hideAskSidecar: opts.hideAskSidecar === true,
      sourceMessage: resolveReviewSourceMessage(view),
      leaveStepHtml: leaveStepControlHtml(view),
    }) + askSlot;
  wireMessageFeedActions(stage, handlers);
  wireMessageContextMenu(stage, handlers);
  wireCreationFlowGraph(stage, handlers);
  wireLeaveStepControl(stage, handlers);
  wireOpeningPicker();
  if (opts.mountAskCard) {
    const askHost = document.getElementById("workspace-review-ask");
@@ -4696,13 +5112,13 @@ export function renderMessageFeed(view, loading, handlers = {}) {
      stage.innerHTML = `
        <div class="workspace-pending" id="msg-live-pending">
          <header class="workspace-pending-head">
            ${leaveStepControlHtml(view)}
            <span class="msg-tag">${esc(label)}</span>
            <span class="msg-live-indicator">流式输出中</span>
            ${renderRetryRunButton()}
          </header>
          <div class="msg-body msg-live-body">${renderLiveStreamBody(live, view)}</div>
        </div>`;
-      wireRetryRun(stage, handlers);
+      wireLeaveStepControl(stage, handlers);
      return;
    }
@@ -546,7 +546,7 @@ function resolveComposer(view, loading) {
 function composerModeChip(spec) {
  const id = spec.task?.id;
-  if (id !== "speak" && id !== "answer" && id !== "review") return "";
+  if (id !== "speak" && id !== "answer" && id !== "review" && id !== "busy") return "";
  const label = spec.task.label || "";
  const tip = [spec.taskTitle, spec.taskHint].filter(Boolean).join(" — ");
  const tone = spec.acceptAction?.tone ? ` data-tone="${esc(spec.acceptAction.tone)}"` : "";
@@ -586,13 +586,6 @@ function syncThemeMenuUi() {
  });
 }
 function leaveStepButtonHtml(spec) {
  if (!spec.leaveStep) return "";
  return `<button type="button" class="btn" data-act="leave_step" title="${esc(
    spec.leaveStep.title || "先不写这一步，回到节点选择",
  )}">${esc(spec.leaveStep.label)}</button>`;
 }
 function stashComposerDraftFromDom() {
  if (skipComposerStash) {
    skipComposerStash = false;
@@ -650,20 +643,22 @@ function renderComposer(view, loading) {
    host._enterHandler = null;
  }
  const spec = resolveComposer(view, loading);
  const leaveAct = view.actions?.find((a) => a.type === "leave_step");
  if (leaveAct && spec.mode !== "waiting" && spec.mode !== "idle") {
    spec.leaveStep = {
      label: leaveAct.label || "返回节点",
      title: "先不写这一步，回到节点选择",
    };
  }
  if (spec.mode === "waiting") {
-    root.innerHTML = `<div class="composer-waiting">
+    const shell = composerInputShell(
-      <span>${esc(spec.text)}</span>
+      { ...spec, task: { ...(spec.task || {}), id: "busy", label: spec.task?.label || "生成中" } },
-      <button type="button" class="btn" data-act="retry_run" title="停止当前生成并重试">停止并重试</button>
+      {
-    </div>`;
+        textareaHtml: `<textarea id="composer-input" rows="1" placeholder="生成中…可提前停止或重roll"></textarea>`,
        trailing: `<button type="button" class="btn composer-btn-icon" data-act="abort_run" title="提前停止" aria-label="提前停止">□</button>
          <button type="button" class="btn composer-btn-icon" data-act="retry_run" title="重roll" aria-label="重roll">🔄</button>`,
      },
    );
    root.innerHTML = `<form class="composer-form" id="composer-form">${shell}</form>`;
    root.querySelector("#composer-form")?.addEventListener("submit", (e) => e.preventDefault());
    root.querySelector("[data-act=abort_run]")?.addEventListener("click", () => abortRun());
    root.querySelector("[data-act=retry_run]")?.addEventListener("click", () => retryRun());
    applyPendingComposerDraft();
    const input = $("composer-input");
    if (input) autosizeComposerInput(input);
    return;
  }
  if (spec.mode === "idle") {
@@ -878,7 +873,7 @@ function renderComposer(view, loading) {
    : spec.placeholder;
  const shell = composerInputShell(spec, {
    textareaHtml: `<textarea id="composer-input" rows="1" placeholder="${esc(placeholder)}"></textarea>`,
-    trailing: `${leaveStepButtonHtml(spec)}<button type="button" class="btn composer-btn${
+    trailing: `<button type="button" class="btn composer-btn${
      sendIsPrimary ? " btn-primary" : ""
    }" data-act="revise" title="${esc(
      acceptOnEmpty
@@ -889,7 +884,6 @@ function renderComposer(view, loading) {
  root.innerHTML = `<form class="composer-form" id="composer-form">${shell}</form>`;
  wireComposerForm({ acceptOnEmpty });
  root.querySelector("[data-act=accept]")?.addEventListener("click", () => runAction("accept"));
  root.querySelector("[data-act=leave_step]")?.addEventListener("click", () => runAction("leave_step"));
  applyPendingComposerDraft();
 }
@@ -1953,6 +1947,23 @@ async function retryRun() {
  }
 }
 async function abortRun() {
  if (!sessionId) return;
  const seq = beginUiRequest();
  try {
    renderSession(lastView, true);
    const view = await api(`/api/sessions/${encodeURIComponent(sessionId)}/actions`, {
      method: "POST",
      body: JSON.stringify({ action: "abort_run" }),
    });
    if (isStaleUiRequest(seq)) return;
    renderSession(view, false);
  } catch (err) {
    if (isStaleUiRequest(seq)) return;
    if (lastView) renderSession({ ...lastView, hints: [err.message] }, false);
  }
 }
 function startLivePoll() {
  stopLivePoll();
  if (!sessionId) return;
@@ -2009,6 +2020,11 @@ function renderSession(view, loading = false) {
    onReenterCreationStep: (stepId) =>
      runAction("pick_step", { stepId, reenter: true }),
    onViewStepArtifact: (stepId, name) => showStepArtifactDialog(stepId, name),
    onDeleteCreationStep: (stepId, name) => {
      const label = name ? `${name}` : stepId;
      if (!confirm(`删除「${label}」这条产物？会从图上拿掉，不可恢复。`)) return;
      void runAction("delete_step", { stepId });
    },
    onSpawnCreationStep: (moduleName) => runAction("spawn_step", { moduleName }),
    onLeaveCreationStep: () => runAction("leave_step"),
    onEnterPlay: () => enterPlayNow(),
@@ -233,7 +233,8 @@
    <menu id="flow-node-menu" class="context-menu" hidden>
      <button type="button" class="context-menu-item" id="flow-menu-view" data-flow-menu-action="view">查看产物</button>
-      <button type="button" class="context-menu-item" id="flow-menu-reenter" data-flow-menu-action="reenter">重新进入修改</button>
+      <button type="button" class="context-menu-item" id="flow-menu-reenter" data-flow-menu-action="reenter">进入继续修改</button>
      <button type="button" class="context-menu-item context-menu-danger context-menu-separator-before" id="flow-menu-delete" data-flow-menu-action="delete">删除产物</button>
    </menu>
    <dialog id="dialog-step-artifact" class="dialog dialog-wide" aria-labelledby="step-artifact-title">
@@ -479,21 +479,26 @@ body.design-workspace.coord-rail-collapsed .main-body {
  display: flex;
  flex-direction: row;
  align-items: center;
  justify-content: space-between;
  gap: 12px;
  margin-bottom: 10px;
  padding-bottom: 10px;
  border-bottom: 1px solid var(--border);
 }
 .workspace-review-head .workspace-leave-step {
  flex-shrink: 0;
  margin-right: 2px;
 }
 .workspace-review-titles {
  display: flex;
  align-items: baseline;
  gap: 10px;
  flex-wrap: wrap;
  min-width: 0;
  flex: 1 1 auto;
 }
 .workspace-review-nav {
  flex-shrink: 0;
  margin-left: auto;
 }
 .workspace-review-nav .msg-variant-nav {
  margin: 0;
@@ -860,6 +865,9 @@ body.design-workspace .workspace-pending {
  margin-bottom: 6px;
  font-size: 12px;
 }
 .workspace-pending-head .workspace-leave-step {
  margin-right: 4px;
 }
 .workspace-pending-head .msg-action {
  margin-left: auto;
 }
@@ -948,7 +956,7 @@ body.design-workspace .review-worker-set {
 .workspace-intent-head {
  display: flex;
  align-items: baseline;
-  justify-content: space-between;
+  justify-content: flex-start;
  gap: 12px;
  margin-bottom: 8px;
  max-width: 46rem;
@@ -979,7 +987,7 @@ body.design-workspace .review-worker-set {
  outline-offset: 2px;
 }
 .workspace-answer-head--slim .workspace-leave-step {
-  margin-left: auto;
+  margin-right: 4px;
 }
 .workspace-intent,
 .workspace-answer {
@@ -1213,7 +1221,7 @@ body.design-workspace .flow-status {
 body.design-workspace .flow-dag {
  position: relative;
  overflow: auto;
-  padding: 4px 2px 8px;
+  padding: 8px 8px 16px;
 }
 body.design-workspace .flow-dag-edges {
  position: absolute;
@@ -1225,23 +1233,41 @@ body.design-workspace .flow-dag-edges {
  overflow: visible;
 }
 body.design-workspace .flow-dag-edge {
-  stroke: color-mix(in srgb, var(--border) 80%, var(--muted));
+  stroke: color-mix(in srgb, var(--text) 32%, var(--border));
  stroke-width: 1.5;
-  opacity: 0.85;
+  opacity: 0.55;
-}
+  stroke-linecap: round;
 body.design-workspace .flow-dag-edge.is-lit {
  stroke: color-mix(in srgb, var(--accent) 55%, var(--border));
  opacity: 1;
 }
 body.design-workspace .flow-dag-arrowhead {
-  fill: color-mix(in srgb, var(--accent) 50%, var(--border));
+  fill: color-mix(in srgb, var(--text) 38%, var(--border));
 }
 body.design-workspace .flow-dag.is-tracing .flow-dag-edge {
  opacity: 0.12;
 }
 body.design-workspace .flow-dag.is-tracing .flow-dag-edge.is-trace-in,
 body.design-workspace .flow-dag.is-tracing .flow-dag-edge.is-trace-out {
  opacity: 1;
 }
 body.design-workspace .flow-dag-edge.is-trace-in {
  stroke: var(--accent);
  stroke-width: 2.35;
 }
 body.design-workspace .flow-dag-edge.is-trace-out {
  stroke: color-mix(in srgb, var(--text) 72%, var(--accent));
  stroke-width: 2.1;
 }
 body.design-workspace .flow-dag-arrowhead--in {
  fill: var(--accent);
 }
 body.design-workspace .flow-dag-arrowhead--out {
  fill: color-mix(in srgb, var(--text) 72%, var(--accent));
 }
 body.design-workspace .flow-dag-rows {
  position: relative;
  z-index: 1;
  display: flex;
  flex-direction: column;
-  gap: 28px;
+  gap: 44px;
  min-width: 0;
 }
 body.design-workspace .flow-dag-row {
@@ -1262,8 +1288,96 @@ body.design-workspace .flow-dag-row-nodes {
  flex-wrap: wrap;
  justify-content: center;
  align-items: flex-start;
-  gap: 12px;
+  gap: 24px 104px;
  min-width: 0;
  padding: 0 28px;
 }
 body.design-workspace .flow-dag.is-tracing .flow-node {
  opacity: 0.4;
 }
 body.design-workspace .flow-dag.is-tracing .flow-node.is-trace-root,
 body.design-workspace .flow-dag.is-tracing .flow-node.is-trace-related,
 body.design-workspace .flow-dag.is-tracing .flow-node.is-locked.is-trace-root,
 body.design-workspace .flow-dag.is-tracing .flow-node.is-locked.is-trace-related {
  opacity: 1;
 }
 body.design-workspace .flow-dag.is-tracing .flow-node.is-trace-root {
  position: relative;
  z-index: 2;
  border-color: var(--accent);
  box-shadow: 0 0 0 1px color-mix(in srgb, var(--accent) 22%, transparent);
 }
 body.design-workspace .flow-dag-hint {
  position: absolute;
  z-index: 4;
  width: max-content;
  max-width: min(240px, calc(100% - 24px));
  padding: 8px 10px;
  border: 1px solid var(--border);
  border-radius: 8px;
  background: var(--surface);
  box-shadow: 0 8px 22px color-mix(in srgb, var(--text) 12%, transparent);
  pointer-events: none;
  color: var(--text);
 }
 body.design-workspace .flow-dag-hint[hidden] {
  display: none !important;
 }
 body.design-workspace .flow-dag-hint-kicker {
  margin: 0 0 2px;
  font-size: 10px;
  font-weight: 650;
  letter-spacing: 0.06em;
  color: var(--muted);
 }
 body.design-workspace .flow-dag-hint-name {
  margin: 0 0 8px;
  font-size: 13px;
  font-weight: 650;
  line-height: 1.35;
 }
 body.design-workspace .flow-dag-hint-sec + .flow-dag-hint-sec {
  margin-top: 8px;
  padding-top: 8px;
  border-top: 1px solid var(--border);
 }
 body.design-workspace .flow-dag-hint-label {
  font-size: 11px;
  font-weight: 650;
  color: var(--muted);
  margin-bottom: 4px;
 }
 body.design-workspace .flow-dag-hint-empty {
  margin: 0;
  font-size: 12px;
  color: var(--muted);
 }
 body.design-workspace .flow-dag-hint-list {
  margin: 0;
  padding: 0;
  list-style: none;
  display: flex;
  flex-direction: column;
  gap: 4px;
 }
 body.design-workspace .flow-dag-hint-list li {
  display: flex;
  align-items: baseline;
  justify-content: space-between;
  gap: 10px;
  font-size: 12px;
  line-height: 1.35;
 }
 body.design-workspace .flow-dag-hint-item-name {
  min-width: 0;
  overflow: hidden;
  text-overflow: ellipsis;
  white-space: nowrap;
 }
 body.design-workspace .flow-dag-hint-item-run {
  flex-shrink: 0;
  color: var(--muted);
  font-size: 11px;
 }
 body.design-workspace .flow-node {
  display: flex;
@@ -1321,10 +1435,13 @@ body.design-workspace .flow-node-menu-btn {
  line-height: 1;
  color: var(--muted);
  opacity: 0.55;
-  pointer-events: none;
+  pointer-events: auto;
  cursor: context-menu;
 }
 body.design-workspace .flow-node.is-done-menu:hover .flow-node-menu-btn,
-body.design-workspace .flow-node.is-done-menu:focus-visible .flow-node-menu-btn {
+body.design-workspace .flow-node.is-done-menu:focus-visible .flow-node-menu-btn,
 body.design-workspace .flow-node.is-selectable:hover .flow-node-menu-btn,
 body.design-workspace .flow-node.is-selectable:focus-visible .flow-node-menu-btn {
  opacity: 1;
 }
 .step-artifact-body {
@@ -1349,14 +1466,12 @@ body.design-workspace .flow-node.is-selectable {
    0 4px 12px color-mix(in srgb, var(--accent) 12%, transparent);
 }
 body.design-workspace .flow-node.is-selectable:hover {
  transform: translateY(-2px);
  background: color-mix(in srgb, var(--accent) 10%, var(--surface));
  box-shadow:
    0 0 0 1px color-mix(in srgb, var(--accent) 28%, transparent),
    0 8px 18px color-mix(in srgb, var(--accent) 16%, transparent);
 }
 body.design-workspace .flow-node.is-selectable:active {
  transform: translateY(0) scale(0.98);
  box-shadow:
    0 0 0 1px color-mix(in srgb, var(--accent) 35%, transparent),
    0 2px 6px color-mix(in srgb, var(--accent) 12%, transparent);
@@ -1465,6 +1580,7 @@ body.design-workspace .flow-spawn-meta {
  flex-shrink: 0;
  display: inline-flex;
  align-items: center;
  gap: 4px;
 }
 body.design-workspace .flow-spawn-meta .flow-action {
  min-height: 24px;
@@ -1495,7 +1611,11 @@ body.design-workspace .flow-dag-edge--belong {
  stroke-width: 1.25;
 }
 body.design-workspace .flow-dag-arrowhead--belong {
-  fill: color-mix(in srgb, var(--accent) 38%, var(--border));
+  fill: color-mix(in srgb, var(--text) 28%, var(--border));
 }
 body.design-workspace .flow-dag.is-tracing .flow-dag-edge--belong.is-trace-in,
 body.design-workspace .flow-dag.is-tracing .flow-dag-edge--belong.is-trace-out {
  stroke-dasharray: 4 4;
 }
 body.design-workspace .flow-suggestion-inline {
  font-size: 12px;
@@ -1604,6 +1724,8 @@ body.design-workspace .flow-spawn.is-blocked {
  body.design-workspace .flow-dag-row-nodes {
    flex-direction: column;
    align-items: stretch;
    gap: 12px;
    padding: 0;
  }
  body.design-workspace .flow-node,
  body.design-workspace .flow-family {
@@ -3559,8 +3681,21 @@ body.design-workspace .af-mosaic {
  color: var(--muted);
  font-weight: 600;
 }
-.skill-pool-desc {
+.skill-pool-card.is-direction {
-  margin: 6px 0 0;
+  grid-column: 1 / -1;
 }
 .skill-pool-dirs {
  margin: 8px 0 0;
  display: flex;
  flex-direction: column;
  gap: 6px;
 }
 .skill-pool-dir dt {
  font-size: 12px;
  font-weight: 600;
 }
 .skill-pool-dir dd {
  margin: 2px 0 0;
  font-size: 12px;
  color: var(--muted);
  line-height: 1.4;
@@ -4821,7 +4956,7 @@ body.design-workspace .af-mosaic {
  flex-shrink: 0;
  display: flex;
  align-items: center;
-  gap: 6px;
+  gap: 10px;
  padding-bottom: 2px;
 }
 .composer-mode-chip {
@@ -4861,6 +4996,10 @@ body.design-workspace .af-mosaic {
 .composer-input-shell[data-task="review"][data-tone="plan"] .composer-mode-chip {
  color: var(--accent);
 }
 .composer-mode-chip[data-task="busy"],
 .composer-input-shell[data-task="busy"] .composer-mode-chip {
  color: var(--muted);
 }
 .composer-input-shell textarea {
  flex: 1;
  min-width: 0;
@@ -4917,6 +5056,7 @@ body.design-workspace .af-mosaic {
 .composer-shell-actions > .btn-primary,
 .composer-shell-actions > .composer-btn,
 .composer-shell-actions > .composer-btn-accept,
 .composer-shell-actions > .composer-btn-icon,
 .composer-form > .btn,
 .composer-form > .btn-primary,
 .composer-form > .composer-btn,
@@ -4933,6 +5073,13 @@ body.design-workspace .af-mosaic {
  white-space: nowrap;
  font-size: 13px;
 }
 .composer-btn-icon {
  width: calc(var(--composer-control-h) - 8px);
  min-width: calc(var(--composer-control-h) - 8px);
  padding: 0;
  font-size: 16px;
  line-height: 1;
 }
 /* 验收态：主按钮承接原「批阅」语义 */
 .composer-btn-review {
  background: #15803d;