feat(feedback): add durable message feedback backend

docs/capability-seams.zh.md

@@ -32,6 +32,7 @@ flowchart LR
   pkg_session_query_sqlite["session-query-sqlite"]
   pkg_subagent_inprocess["subagent-inprocess"]
   pkg_invariants["invariants"]
+  pkg_message_feedback["message-feedback"]
   svc_invariants["ctx.invariants<br/>Package-owned invariant registry"]
   pkg_scope["scope"]
   pkg_typert_registry["typert-registry"]
@@ -62,6 +63,7 @@ flowchart LR
   pkg_storage_domain["storage-domain"]
   svc_storageDomain["ctx.storageDomain<br/>Domain data facility"]
   pkg_workspace["workspace"]
+  svc_messageFeedback["ctx.messageFeedback<br/>Lifecycle-bound message feedback"]
   svc_workspace["ctx.workspace<br/>Workspace entity registry"]
   svc_sessionQuery["ctx.sessionQuery<br/>Session reads, traces, filters, and search"]
   pkg_session_reference["session-reference"]
@@ -220,6 +222,7 @@ flowchart LR
   pkg_llm_deepseek --> svc_llm
   pkg_llm_pi_ai --> svc_llm
   pkg_llm_replay --> svc_llm
+  pkg_message_feedback --> svc_messageFeedback
   pkg_modules --> svc_clientModuleHost
   pkg_permission --> svc_permission
   pkg_plan_mode --> svc_planMode
@@ -324,6 +327,7 @@ flowchart LR
   svc_sessionPersistence --> pkg_agent_loop
   svc_sessionPersistence --> pkg_hooks_claude
   svc_sessionPersistence --> pkg_hooks_codex
+  svc_sessionPersistence --> pkg_message_feedback
   svc_sessionPersistence --> pkg_session_query
   svc_sessionPersistence --> pkg_session_query_sqlite
   svc_sessionPersistence --> pkg_tool_bash
@@ -336,6 +340,7 @@ flowchart LR
   svc_sessions --> pkg_agent
   svc_sessions --> pkg_agent_loop
   svc_sessions --> pkg_invariants
+  svc_sessions --> pkg_message_feedback
   svc_sessions --> pkg_session_persistence
   svc_sessions --> pkg_session_query
   svc_sessions --> pkg_session_query_sqlite
@@ -346,6 +351,7 @@ flowchart LR
   svc_skills --> pkg_tool_skill
   svc_spillStore --> pkg_spill_policy
   svc_storage --> pkg_storage_domain
+  svc_storageDomain --> pkg_message_feedback
   svc_storageDomain --> pkg_workspace
   svc_subagents --> pkg_tool_ralph
   svc_subagents --> pkg_tool_subagent
@@ -394,16 +400,17 @@ flowchart LR
 | `ctx.llm` | `seam` | [`llm`](../packages/llm/llm) | [`llm-deepseek`](../packages/llm/llm-deepseek)、[`llm-pi-ai`](../packages/llm/llm-pi-ai)、[`llm-replay`](../packages/support/llm-replay) | [`agent-loop`](../packages/core/agent-loop)、[`compact-basic`](../packages/compact/compact-basic) | - | 适配器注册提供方实现；agent loop（智能体循环）与压缩功能调用提供方无关的流服务。 |
 | `ctx.tokenMeter` | `core` | [`token-meter`](../packages/llm/token-meter) | - | [`compact-basic`](../packages/compact/compact-basic) | - | 拥有按会话隔离的回放折叠区；压力消费方共享不可变且带修订版本的测量结果。 |
 | `ctx.toolResultPrune` | `core` | [`compact-tool-result-prune`](../packages/compact/compact-tool-result-prune) | - | [`compact-basic`](../packages/compact/compact-basic) | - | 在摘要压缩前，通过可回放的单节点表层替换来改写过大的当前工具结果。 |
-| `ctx.sessions` | `core` | [`session`](../packages/core/session) | - | [`agent-loop`](../packages/core/agent-loop)、[`agent`](../packages/core/agent)、[`session-persistence`](../packages/session/session-persistence)、[`session-query`](../packages/session-query/session-query)、[`session-query-sqlite`](../packages/session-query/session-query-sqlite)、[`subagent-inprocess`](../packages/subagent/subagent-inprocess)、[`invariants`](../packages/support/invariants) | - | 拥有仅追加的 Session 实例，并发出持久的会话事件流。 |
+| `ctx.sessions` | `core` | [`session`](../packages/core/session) | - | [`agent-loop`](../packages/core/agent-loop)、[`agent`](../packages/core/agent)、[`session-persistence`](../packages/session/session-persistence)、[`session-query`](../packages/session-query/session-query)、[`session-query-sqlite`](../packages/session-query/session-query-sqlite)、[`subagent-inprocess`](../packages/subagent/subagent-inprocess)、[`invariants`](../packages/support/invariants)、[`message-feedback`](../packages/feedback/message-feedback) | - | 拥有仅追加的 Session 实例，并发出持久的会话事件流。 |
 | `ctx.invariants` | `core` | [`invariants`](../packages/support/invariants) | - | [`session`](../packages/core/session)、[`agent`](../packages/core/agent)、[`scope`](../packages/core/scope)、[`agent-loop`](../packages/core/agent-loop) | - | 配套子路径注册所属包本地的检查；该服务负责选择、唯一性、子 fiber，以及标明所属包的失败。 |
 | `ctx.typert` | `core` | [`typert-registry`](../packages/typert/registry) | - | [`typert-loader`](../packages/typert/loader)、[`api-gateway`](../packages/api/gateway) | - | 插件直接或通过 dsh-typert-loader 注册实时 zod 贡献；API 网关消费调用描述符和提供方，其他运行时消费方则在各自边界查询 schema 与反射元数据。 |
 | `ctx.typertGateway` | `core` | [`api-gateway`](../packages/api/gateway) | - | - | - | 将生成的 Remote 描述符与实时 Cordis 服务关联，解析已注册的身份，并通过共享的 Connection RPC 载体提供一元调用。 |
-| `ctx.sessionPersistence` | `seam` | [`session-persistence`](../packages/session/session-persistence) | [`session-persistence-jsonl`](../packages/session/session-persistence-jsonl)、[`session-persistence-sqlite`](../packages/session/session-persistence-sqlite) | [`agent-loop`](../packages/core/agent-loop)、[`tool-bash`](../packages/bash/tool-bash)、[`hooks-claude`](../packages/hooks/hooks-claude)、[`hooks-codex`](../packages/hooks/hooks-codex)、[`session-query`](../packages/session-query/session-query)、[`session-query-sqlite`](../packages/session-query/session-query-sqlite) | - | 各后端持久化同一套 SessionEvent 词汇；应用在组合时选择后端。 |
+| `ctx.sessionPersistence` | `seam` | [`session-persistence`](../packages/session/session-persistence) | [`session-persistence-jsonl`](../packages/session/session-persistence-jsonl)、[`session-persistence-sqlite`](../packages/session/session-persistence-sqlite) | [`agent-loop`](../packages/core/agent-loop)、[`tool-bash`](../packages/bash/tool-bash)、[`hooks-claude`](../packages/hooks/hooks-claude)、[`hooks-codex`](../packages/hooks/hooks-codex)、[`session-query`](../packages/session-query/session-query)、[`session-query-sqlite`](../packages/session-query/session-query-sqlite)、[`message-feedback`](../packages/feedback/message-feedback) | - | 各后端持久化同一套 SessionEvent 词汇；应用在组合时选择后端。 |
 | `ctx.settings` | `seam` | [`settings`](../packages/settings/settings) | [`settings-local`](../packages/settings/settings-local) | [`llm-deepseek`](../packages/llm/llm-deepseek)、[`llm-pi-ai`](../packages/llm/llm-pi-ai)、`apiproxy` | - | 插件注册命名空间 schema 并解析分层值；提供方存储原始文档。LLM（大语言模型）适配器在用户分区下将其入口配置注册为组合基础；Web 网关提供经过脱敏的分层描述符，并写入用户层。 |
 | `ctx.credentials` | `seam` | [`credentials`](../packages/credentials/credentials) | [`credentials-local`](../packages/credentials/credentials-local) | [`llm-deepseek`](../packages/llm/llm-deepseek)、[`llm-pi-ai`](../packages/llm/llm-pi-ai)、`apiproxy` | - | 配置携带对机密信息的引用；提供方拥有实际值。消费方按操作解析，因此轮换后的凭据会在紧接着的下一次请求中生效；Web 网关提供不含实际值的视图和只写存储。 |
 | `ctx.telemetry` | `seam` | [`session-telemetry`](../packages/session/session-telemetry) | [`session-telemetry-otel`](../packages/session/session-telemetry-otel) | - | - | 该 seam 捕获会话记录、进行脱敏并交给一个后端；没有其他组件消费该服务，其输出会离开当前进程。 |
 | `ctx.storage` | `seam` | [`storage`](../packages/storage/storage) | [`storage-json`](../packages/storage/storage-json)、[`storage-sqlite`](../packages/storage/storage-sqlite) | [`storage-domain`](../packages/storage/storage-domain) | - | 各后端以不同名称并列注册；数据形态（领域优先）挂载到枢纽上，并将类型化操作转换为不透明的 KV 单元原语。 |
-| `ctx.storageDomain` | `core` | [`storage-domain`](../packages/storage/storage-domain) | - | [`workspace`](../packages/workspace/workspace) | - | 等待所有已配置后端就绪，然后将领域形态发布为一个受生命周期约束的服务，用于类型化持久状态。 |
+| `ctx.storageDomain` | `core` | [`storage-domain`](../packages/storage/storage-domain) | - | [`workspace`](../packages/workspace/workspace)、[`message-feedback`](../packages/feedback/message-feedback) | - | 等待所有已配置后端就绪，然后将领域形态发布为一个受生命周期约束的服务，用于类型化持久状态。 |
+| `ctx.messageFeedback` | `core` | [`message-feedback`](../packages/feedback/message-feedback) | - | - | - | 拥有本地逐 assistant 消息反馈、生命周期与目标校验、逐条目 compare-and-set 及 Host 一元 Remote 契约，且不进入 Session 历史或遥测。 |
 | `ctx.workspace` | `core` | [`workspace`](../packages/workspace/workspace) | - | `apiproxy` | - | 通过领域设施拥有带 WorkspaceId 品牌类型的记录；稳定的 sessionIds 账户驱动 Host RPC 与 GUI 投影。 |
 | `ctx.sessionQuery` | `seam` | [`session-query`](../packages/session-query/session-query) | [`session-query-sqlite`](../packages/session-query/session-query-sqlite) | [`session-reference`](../packages/context/session-reference)、[`tool-session-query`](../packages/session-query/tool-session-query) | - | 该接口提供精确读取、过滤和追踪；具体后端还提供全文协调、排序、摘要片段和游标世代，而模型消费方负责工作区权限与不含游标的渲染。 |
 | `ctx.sessionReferences` | `core` | [`session-reference`](../packages/context/session-reference) | - | - | - | 将当前表层中有界的对话快照投影为持久但不可信的消息上下文；Host 适配器负责提及语法。 |