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Maps a confirmed Jackson concept model onto a modular monolith (one module per concept, syncs as mediators or a rule engine).
Passed 16 of 22 test cases with the skill, and 10 of 22 without it.
and 6 more in the full report
7 fixed9 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
A standard blog publishing system has straightforward user flows (create post, publish post, flag post). Which sync implementation pattern should be used by default?
| Checked | Without skill | With skill |
|---|---|---|
| Selects procedural mediator as the default sync route. | Missed | Passed |
The instructions your model reads when the skill loads.
输入是已确认的概念模型（jackson-concept-design 的输出：concepts、syncs、依赖图）。本技能只做模型到代码结构的映射，不重开概念讨论；概念边界有疑问回上游技能，存量工程审计用 jackson-concept-audit。
| 模型元素 | 代码落点 |
|---|---|
| 一个 concept | 一个独立编译单元（模块/crate/包），对外只暴露 actions 与状态查询 |
类型参数 [U] | 泛型参数或不透明 ID（值对象），不引入对方类型 |
| state | 模块私有，经 port 抽象持久化；不是全局数据模型 |
| actions | 模块的公开方法/服务，含正常与错误两类结果 |
| OP | 该模块的集成测试场景 |
| sync | 组合层代码：唯一允许同时引用多个概念的地方 |
| extrinsic 依赖图 | 构建/交付顺序与产品裁剪（feature/构建开关），不产生代码依赖 |
铁律（intrinsic 禁令的代码化）：概念模块之间零相互引用；数据与控制流全部经组合层流动。
概念模块内部按整洁架构分层（端口-适配器）：domain 放不变量与纯逻辑（零外部依赖）、actions 即应用服务（依赖 port 抽象）、adapter 实现 port；组合根是唯一命名具体 adapter 的地方。
when / where / then 规则（when 匹配动作完成，where 查询概念状态并绑定变量，then 派发后续动作），由引擎执行并留下动作溯源。表达力强、行为增量可按条增删，但需引入引擎运行时。行为规则多、需要审计追踪或按规则粒度演进时才选 2。
syncs 层是应用级的用例层（整洁架构的 use-case 层），没有自己的 domain，不套完整分层。三原则：
test cases passed, vs 10 / 22 without
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