Merge remote-tracking branch 'origin/master' into xtr/react-loop-simplification

# Conflicts:
#	.agents/notes/implemented/architecture/2026-06-11-content-block-vocabulary.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-11-content-block-vocabulary.zh.md
#	.agents/notes/implemented/architecture/2026-06-11-event-sourced-sessions.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-11-microkernel-event-taxonomy.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-11-microkernel-event-taxonomy.zh.md
#	.agents/notes/implemented/architecture/2026-06-18-agent-lifecycle-and-ownership-seams.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-18-session-surface.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-21-bounded-llm-request-recovery.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-21-bounded-llm-request-recovery.zh.md
#	.agents/notes/implemented/architecture/2026-06-30-event-domain-semantics.i18n.yaml
#	.agents/notes/implemented/architecture/2026-06-30-event-domain-semantics.zh.md
#	.agents/notes/implemented/architecture/2026-07-05-reconstructable-requests.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-05-reconstructable-requests.zh.md
#	.agents/notes/implemented/architecture/2026-07-10-after-call-compaction-pressure-and-overflow-recovery.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-10-after-call-compaction-pressure-and-overflow-recovery.zh.md
#	.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md
#	.agents/notes/implemented/architecture/2026-07-14-provider-routed-llm-adapters.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-15-replay-token-meter-service.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-16-explicit-turn-cancellation.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-22-unified-send-and-coalesced-user-messages.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-22-unified-send-and-coalesced-user-messages.zh.md
#	.agents/notes/implemented/architecture/2026-07-24-separate-context-injection-from-turn-execution.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-24-separate-context-injection-from-turn-execution.zh.md
#	.agents/notes/implemented/architecture/2026-07-25-web-client-session-scope-and-provide-channel.i18n.yaml
#	.agents/notes/implemented/architecture/2026-07-25-web-client-session-scope-and-provide-channel.zh.md
#	.agents/notes/implemented/architecture/2026-07-28-identified-immutable-message-values.i18n.yaml
#	.agents/notes/implemented/bug-fix/2026-07-21-semantic-session-checkpoints.i18n.yaml
#	.agents/notes/implemented/bug-fix/2026-07-21-semantic-session-checkpoints.zh.md
#	.agents/notes/implemented/feature/2026-06-18-compaction-capability-seam.i18n.yaml
#	.agents/notes/implemented/feature/2026-06-18-compaction-capability-seam.zh.md
#	.agents/notes/implemented/feature/2026-06-24-workspace-context.i18n.yaml
#	.agents/notes/implemented/feature/2026-06-24-workspace-context.zh.md
#	.agents/notes/implemented/feature/2026-06-30-hook-bridges.i18n.yaml
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#	.agents/notes/implemented/feature/2026-06-30-interception-seams.i18n.yaml
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#	.agents/notes/implemented/feature/2026-07-06-sandbox.i18n.yaml
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#	.agents/notes/implemented/feature/2026-07-16-durable-per-step-time-context.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-16-durable-per-step-time-context.zh.md
#	.agents/notes/implemented/feature/2026-07-16-harness-level-loop.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-16-harness-level-loop.zh.md
#	.agents/notes/implemented/feature/2026-07-19-human-goal-command.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-19-model-facing-goal-tools.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-19-persisted-same-session-goal-domain.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-19-persisted-same-session-goal-domain.zh.md
#	.agents/notes/implemented/feature/2026-07-19-plugin-command-registration.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-19-same-session-goal-round-driver.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-19-same-session-goal-round-driver.zh.md
#	.agents/notes/implemented/feature/2026-07-21-cross-session-references.i18n.yaml
#	.agents/notes/implemented/feature/2026-07-21-cross-session-references.zh.md
#	.agents/notes/implemented/feature/2026-07-27-tmux-location-context.i18n.yaml
#	.agents/notes/implemented/simplification/2026-06-20-public-agent-stop-surface.i18n.yaml
#	.agents/notes/implemented/simplification/2026-07-17-one-send-one-turn.i18n.yaml
#	.agents/notes/implemented/simplification/2026-07-17-one-send-one-turn.zh.md
#	.agents/notes/implemented/simplification/2026-07-20-unwrap-injected-content-envelopes.i18n.yaml
#	.agents/notes/implemented/simplification/2026-07-22-plan-specific-collaboration-state.i18n.yaml
#	.agents/notes/implemented/simplification/2026-07-22-plan-specific-collaboration-state.zh.md
#	.agents/notes/implemented/simplification/2026-07-24-agent-loop-observable-state-machine.i18n.yaml
#	.agents/notes/implemented/simplification/2026-07-27-request-error-retry-action.i18n.yaml
#	docs/core-data-structures/compaction.i18n.yaml
#	docs/core-data-structures/goal.i18n.yaml
#	docs/core-data-structures/goal.zh.md
#	docs/core-data-structures/llm-streaming.i18n.yaml
#	docs/core-data-structures/session.i18n.yaml
#	docs/core-data-structures/session.zh.md
#	docs/core-data-structures/skills.i18n.yaml
#	docs/core-data-structures/skills.zh.md
#	docs/core-data-structures/system-prompt.i18n.yaml
#	docs/defensive-patterns.i18n.yaml
#	docs/defensive-patterns.zh.md
#	docs/user/develop/framework/events.i18n.yaml
#	docs/user/develop/framework/events.zh.md
#	packages/acp/acp/README.i18n.yaml
#	packages/client/ui-goal/README.i18n.yaml
#	packages/compact/compact-basic/README.i18n.yaml
#	packages/compact/compact/README.i18n.yaml
#	packages/context/time-context/README.i18n.yaml
#	packages/context/tmux-context/README.i18n.yaml
#	packages/core/agent-loop/README.i18n.yaml
#	packages/core/agent-loop/README.zh.md
#	packages/core/agent/README.i18n.yaml
#	packages/core/agent/README.zh.md
#	packages/core/session/README.i18n.yaml
#	packages/core/session/README.zh.md
#	packages/core/system-prompt/README.i18n.yaml
#	packages/core/system-prompt/README.zh.md
#	packages/examples/cli-demo/README.i18n.yaml
#	packages/goal/command-goal/README.i18n.yaml
#	packages/goal/goal-session/README.i18n.yaml
#	packages/goal/goal/README.i18n.yaml
#	packages/goal/tool-goal/README.i18n.yaml
#	packages/goal/tool-goal/README.zh.md
#	packages/guard/README.i18n.yaml
#	packages/guard/README.zh.md
#	packages/guard/repeat-tool-guard/README.i18n.yaml
#	packages/hooks/hooks-claude/README.i18n.yaml
#	packages/hooks/hooks-codex/README.i18n.yaml
#	packages/host/apiproxy/README.i18n.yaml
#	packages/host/apiproxy/README.zh.md
#	packages/llm/llm/README.i18n.yaml
#	packages/plan/plan-mode/README.i18n.yaml
#	packages/plan/plan-mode/README.zh.md
#	packages/sdk/sdk-client/README.i18n.yaml
#	packages/sdk/sdk-client/README.zh.md
#	packages/sdk/sdk-protocol/README.i18n.yaml
#	packages/session-persistence/session-persistence/README.i18n.yaml
#	packages/session-persistence/session-persistence/README.zh.md
#	packages/skill/tool-skill/README.i18n.yaml
#	packages/subagent/subagent-dsh-sdk/README.i18n.yaml
#	packages/subagent/subagent-inprocess/README.i18n.yaml
#	packages/subagent/subagent-inprocess/README.zh.md
#	packages/ui/jsonrpc/README.i18n.yaml

docs/user/develop/framework/events.zh.md

@@ -22,11 +22,11 @@ ctx.emit('event-name', payload)
 
 ## 事件模式
 
-Cordis 提供多种事件触发模式，适用于不同场景：
+Cordis 提供多种事件模式，适用于不同的交互契约：
 
 ### emit — 广播
 
-所有监听器同步执行，不关心返回值：
+所有监听器同步执行，返回值会被忽略：
 
 ```ts ignore-check
 // Emit
@@ -40,7 +40,7 @@ ctx.on('my-plugin/ready', ({ id }) => {
 
 ### bail — 短路
 
-依次调用监听器，第一个返回非 `undefined` 值的结果作为最终值：
+依次调用监听器，第一个非 `undefined` 的返回值将作为最终结果：
 
 ```ts ignore-check
 // Dispatch
@@ -61,7 +61,7 @@ ctx.on('some-check', (input) => {
 await ctx.serial('setup-phase', context)
 ```
 
-### waterfall — 管道
+### waterfall（瀑布式事件）— 流水线
 
 每个监听器可以包装下游返回值，形成处理链。**必须调用 `next()` 传递给下游**，不调用即为否决：
 
@@ -77,10 +77,10 @@ ctx.on('my-plugin/transform', async (_input, next) => {
 ```
 
 ::: warning
-Waterfall 监听器**必须调用 `next()`**。不调用 `next` 等于否决整个管道，这是故意为之的设计——用于实现拦截/网关逻辑。
+waterfall 监听器**必须调用 `next()`**。不调用 `next` 等于否决整个流水线，这是故意为之的设计——用于实现拦截/网关逻辑。
 :::
 
-## Typed Events
+## 类型安全的事件
 
 Harness 使用 TypeScript 声明合并来为事件提供类型安全：
 
@@ -105,7 +105,7 @@ Harness 的 Cordis 事件遵循 `namespace/action` 命名，例如 `agent/pre-st
 
 `turn/*`、`step/*`、`tool/call`、`tool/result` 和 `compact/*` 是持久化的会话事件类型，不是同名 Cordis 事件。需要观察它们时，监听 `session/event` 并检查 `event.type`。
 
-## 事件也是效果
+## 事件监听器也是效果
 
 通过 `ctx.on()` 注册的监听器会在插件卸载时自动移除：
 
@@ -116,9 +116,9 @@ export function apply(ctx: Context) {
 }
 ```
 
-## 实战示例：日志插件
+## 示例：日志插件
 
-一个记录所有 tool 调用的简单插件：
+这个插件记录工具调用和工具结果：
 
 ```ts
 import type { Context } from 'cordis'
@@ -139,5 +139,5 @@ export function apply(ctx: Context) {
 
 ## 下一步
 
-- [能力三件套](../practice/) — 事件在 capability seam 中的角色
-- [LLM 适配器](../practice/llm-adapter.md) — 实现一个完整的 LLM 后端
+- [能力分层](../practice/) — 了解能力接口中的事件
+- [LLM（大语言模型）适配器](../practice/llm-adapter.md) — 实现一个完整的 LLM 后端