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Parent
Part of #402 (Inc 4 — Wire AuthorizationService into zeebe engine).
Blocked by Inc 4a (see #402 split plan).
What needs to happen
EngineProcessors.java
Switch two registrar calls to pass authzService ...
Raw data (pp files) appear in different streams in some runs.
The user should be able to override our defaults for a particular model run.
They will have to know where each mip table and variable combination ...
Issue 5: Pipeline 编排 + 入口
What to build
把 Parse→Enrich→Prompt→LLM→Decode→Send 串成主循环,加上配置加载和启动流程。
端到端行为
1. 启动 → 加载 config → 加载 Store → 同步联系人 → 加载最近 20 条消息到历史 → 启动 WeFlow 轮询
2. 轮询收到消息→Parse→Enrich→(非@:更新历史返回)(@bot:Prompt→LLM→Decode→Send→更新 ...
enhancement
Currently, Claude only writes to CLAUDE.md and memory files when explicitly prompted to do so. For users working across
multiple projects in longer sessions, this means context learned mid-session is lost ...
enhancement
memory
Issue 6: WeFlow + UIA 适配 + 旧数据迁移 + 清理
What to build
最后一块——把已验证的 WeFlow 通信层和 UIA 发送层迁移到新结构,旧 JSON 数据转成新 store.json,删旧文件。
端到端行为
1. WeFlow REST 客户端精简(从 weflow_client.py 提取核心:轮询、contacts API、group-members ...
enhancement
Issue 7: 重写 system_prompt——米线山人设
What to build
把 bot 的 system prompt 从孙吧老哥改为米线山(串子大王)。只改 config.yaml 中 bot.system_prompt 字段,零代码改动。
Acceptance criteria
- [ ] system_prompt 包含 米线山 身份,不包含 孙笑川吧 、 孙吧 ...
enhancement
Issue 9: 记忆自动提取 + 上下文引用
What to build
Pipeline 中加入 LLM 自动从群聊中提取记忆的流程,Enrich 阶段注入 relations 和 speaking_style。
端到端行为
1. 每 10 条消息触发一次 _extract_memories()(低温度 0.3,与回复用的 0.85 区分)
2. LLM 扫最近 15 条消息 → 返回结构化记忆项(content, ...
enhancement
ready-for-agent
Please list all requested class names.
ExternalContentManager
Do you have a good reason for us to complement these member variables of these mc class? Please write it out.
making custom pack importers ...
[進捗報告] Phase 1〜7 完了・Phase 6.2 保留
概要
2026-06-25 時点の実装進捗と残課題をまとめます。
✅ 完了済み(Phase 1〜7)
| Phase | 内容 | ブランチ |
| --- | --- | --- |
| 1.1 | GridNavigator + navigate_to Function Calling + streaming/planner ...
Over time, we noticed multiple shortcomings in the playlist metadata from its initial implementation. Since all of these
are very similar and all required a DB migration (AFAIK), I decided to collect them ...

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