diff --git a/docs/architecture.md b/docs/architecture.md
index 848980a45a..b0449be8ce 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -55,7 +55,7 @@ Waterfall events behave like around-middleware: a listener delegates by calling
 
 The shipped loop drains work, assembles requests, streams model answers, executes tools, applies continuation policy, and checkpoints state. Every pause is a service call or event available to plugins.
 
-A **session** is one agent's append-only event log. A **turn** drains one queued batch and runs until the model stops asking for tools and no plugin requests continuation. A **step** is one model request plus the tool executions caused by that response. In the flow below ([sequence companion](agent-lifecycle.md)), quoted names are durable session events and event names are extension points.
+A **session** is one agent's append-only event log. An ordinary **turn** claims one queued message; an injection turn claims none. A turn ends when the model stops asking for tools and no plugin requests continuation. A **step** is one model request plus its tool executions. In the flow below ([sequence companion](agent-lifecycle.md)), quoted names are durable session events and event names are extension points.
 
 ### Turn Flow
 
@@ -64,13 +64,13 @@ prepare private session + agent.ctx -> await unpublished setup
   -> enter session + agent -> session/created -> agent/created
   -> enable driving -> agent/session-start(source) -> start driver
 forever:
-  wait for queued messages
+  wait for a queued message
   emit agent/status(running)
   TURN:
     'turn/start'
-    each queued message -> agent/prompt-submit
+    claimed message -> agent/prompt-submit
       allowed prompt -> 'user/message' plus injected context
-    every prompt blocked -> 'turn/end'(rejected)
+      blocked prompt -> 'prompt/blocked' -> 'turn/end'(rejected)
     STEP loop:
       drain steering
       assemble system prompt and tool schemas
@@ -95,7 +95,7 @@ forever:
     checkpoint persistence and notify idle/running status
 ```
 
-The loop renders one prompt assembly per step. Plugins contribute ordered sections, tool schemas, and `{{name}}` variables; unknown or valueless references fail the turn instead of shipping a hole. `dsh-system-prompt` owns the harness identity and default deployment persona; an agent-scoped persona may shadow the default. The loop supplies `model` and `cwd`. See the [prompt-ownership RFC](rfc/implemented/architecture/2026-07-05-prompt-variables-and-tool-guidance-ownership.md).
+Each successful `send()` adds one FIFO item. Queued items run as consecutive ordinary turns under one running interval, each after the prior turn's durability checkpoint. Each step has one prompt assembly. Plugins contribute ordered sections, tool schemas, and `{{name}}` variables; unresolved references fail the turn. `dsh-system-prompt` owns the harness identity and default deployment persona; an agent-scoped persona may shadow the default. The loop supplies `model` and `cwd`. See the [prompt-ownership RFC](rfc/implemented/architecture/2026-07-05-prompt-variables-and-tool-guidance-ownership.md).
 
 Post-tool context lands after all tool results so tool-call/result adjacency stays stable. Steering drains between steps; ordinary leftover steering after a turn is re-queued as input. A terminal `agent/turn-stop` is the explicit exception: it runs after ordinary continuation and steering folding, then remains authoritative through turn close and flush so steering from those later listeners is discarded rather than becoming another step or turn; ordinary queued prompts are preserved.
 
diff --git a/docs/core-data-structures/core.md b/docs/core-data-structures/core.md
index 340212d37a..8a78dbc79c 100644
--- a/docs/core-data-structures/core.md
+++ b/docs/core-data-structures/core.md
@@ -262,8 +262,9 @@ interface Agent {
   readonly ctx: Context
 
   /**
-   * Queue a user message. Starts a turn when idle; otherwise waits for the next
-   * turn. Content and the resolved source are accepted as one detached,
+   * Queue one user-message FIFO item. Unless cleared before turn start, the
+   * item becomes the sole ordinary message in its turn and waits for every
+   * preceding turn's durability checkpoint. Content and the resolved source are accepted as one detached,
    * deeply-frozen lossless-JSON record before notification or enqueue, so
    * caller or `agent/queued` listener in-place mutation cannot change later
    * log/model input. Throws synchronously when either value is not losslessly
@@ -308,8 +309,8 @@ interface Agent {
    * - drops a turn that is about to start (a `cancel()` landing in the
    *   pre-step window — after a `send()` queued but before the loop flips to
    *   `running`, or after `running` is emitted but before the first step) so
-   *   that queued prompt does not run and cannot be batched into the cancelled
-   *   turn.
+   *   that queued prompt does not run; later accepted items remain independent
+   *   queued turns.
    *
    * After `cancel()`, `whenIdle()` resolves on the post-cancel quiescent state.
    * `cancel()` on an idle agent with nothing queued or running is a safe no-op
@@ -364,7 +365,7 @@ interface HookContext {
 }
 ```
 
-`agent/prompt-submit` returns a `PromptDecision` (allow a drained queued message — optionally rewriting its `content` or attaching `additionalContext` — or block it; a batch whose every prompt is blocked opens a zero-step turn that ends `rejected`):
+`agent/prompt-submit` returns a `PromptDecision` (allow the turn's claimed queued message — optionally rewriting its `content` or attaching `additionalContext` — or record `prompt/blocked` and end that zero-step turn as `rejected`):
 
 ```ts type-equiv
 type PromptDecision =
diff --git a/docs/core-data-structures/session.md b/docs/core-data-structures/session.md
index d8292c49b3..18d511a0a0 100644
--- a/docs/core-data-structures/session.md
+++ b/docs/core-data-structures/session.md
@@ -19,9 +19,8 @@ interface SessionEventMap {
   /**
    * A queued prompt an `agent/prompt-submit` listener VETOED — the durable
    * record of a blocked prompt and why. Appended in place of the `user/message`
-   * the prompt would have become, so the block survives replay even in a MIXED
-   * batch where another queued prompt is allowed (there the turn does not end
-   * `rejected`, so the boundary reason alone would not preserve it). `content`
+   * the prompt would have become; that one-message turn runs zero steps and
+   * ends `rejected`. `content`
    * is the original prompt the listener rejected; `reason` is the veto text
    * ({@link PromptDecision} `block.reason`). NOT a {@link SurfaceEventType}: a
    * blocked prompt produces no LLM message and never reaches `deriveMessages()`.
@@ -268,9 +267,8 @@ interface TurnEndReasonMap {
   disposed: { kind: 'disposed' }
   'max-tokens': { kind: 'max-tokens' }
   /**
-   * The turn's entire prompt batch was BLOCKED before any step ran — every
-   * drained queued message was vetoed by an `agent/prompt-submit` listener (a
-   * hook). The turn still opened (so the boundary stays balanced and the block
+   * The turn's claimed prompt was BLOCKED before any step ran by an
+   * `agent/prompt-submit` listener (a hook). The turn still opened (so the boundary stays balanced and the block
    * is a durable in-turn fact), but ran zero steps. `reason` carries the block
    * message from the vetoing decision. Distinct from `aborted` (a user-driven
    * cancel) and `error` (a failure): the prompt was rejected by policy, not
@@ -291,7 +289,7 @@ interface TurnEndReasonMap {
 }
 ```
 
-`max-tokens` mirrors the model-call `FinishReason` of the same name: any `max-tokens` step in a turn makes the whole turn end `max-tokens` rather than `completed` (the cut-short fact wins over a later continuation), so a consumer can tell a clean stop from a truncated one — but only over `completed`: the `disposed`/`aborted`/`error` outcomes take precedence. `rejected` is a zero-step turn whose whole prompt batch an `agent/prompt-submit` hook blocked (the ACP bridge maps it to `cancelled`). `interrupted` is the one reason no loop emits — it is synthesized by crash recovery (see [persistence.md](persistence.md)). Both maps are merge-extensible.
+`max-tokens` mirrors the model-call `FinishReason` of the same name: any `max-tokens` step in a turn makes the whole turn end `max-tokens` rather than `completed` (the cut-short fact wins over a later continuation), so a consumer can tell a clean stop from a truncated one — but only over `completed`: the `disposed`/`aborted`/`error` outcomes take precedence. `rejected` is a zero-step turn whose claimed prompt an `agent/prompt-submit` hook blocked (the ACP bridge maps it to `cancelled`). `interrupted` is the one reason no loop emits — it is synthesized by crash recovery (see [persistence.md](persistence.md)). Both maps are merge-extensible.
 
 ## The turn-enclosure invariant
 
diff --git a/docs/defensive-patterns.md b/docs/defensive-patterns.md
index cf30072094..fe74a9d19f 100644
--- a/docs/defensive-patterns.md
+++ b/docs/defensive-patterns.md
@@ -12,7 +12,7 @@ When an interface documents two valid ways to signal something — an adapter ma
 
 ## Async state is not synchronous state
 
-`agent.send()` does not flip status before returning; a background task's completion races turn boundaries; `reader.close()` fires for both EOF and disposal. Never gate control flow on a status you only just requested — drive lifecycle off the events/promises that actually fire (`agent/status`, `task.done`), and observe the transition (saw `running` THEN `idle`) rather than counting actions you assume map 1:1 to turns (the loop batches queued messages). The guard cuts both ways: if the awaited transition can never occur (EOF with no work submitted → never `running`), the wait hangs — handle the "nothing to wait for" branch explicitly.
+`agent.send()` does not flip status before returning; a background task's completion races turn boundaries; `reader.close()` fires for both EOF and disposal. Never gate control flow on a status you only just requested — drive lifecycle off the events/promises that actually fire (`agent/status`, `task.done`), and observe the transition (saw `running` THEN `idle`) instead of treating status as a per-send result: several queued sends run as consecutive turns under one `running` interval, while cancellation or disposal can discard unstarted items. The guard cuts both ways: if the awaited transition can never occur (EOF with no work submitted → never `running`), the wait hangs — handle the "nothing to wait for" branch explicitly.
 
 ## Dispose must reach quiescence, not just request it
 
diff --git a/docs/persistence-catalog.md b/docs/persistence-catalog.md
index a27b19b9a7..64a0625f36 100644
--- a/docs/persistence-catalog.md
+++ b/docs/persistence-catalog.md
@@ -169,7 +169,7 @@ Source: [`packages/ui/permission/src/index.ts:33`](../packages/ui/permission/src
 
 #### `prompt/blocked` — log-only
 
-Durable record of a prompt veto and its reason. It is log-only: the blocked prompt never enters the model-visible surface, including in a mixed batch.
+Durable record of a prompt veto and its reason. It is log-only: the blocked prompt never enters the model-visible surface, and its turn runs zero steps.
 
 ```ts persistence-catalog
 'prompt/blocked': { content: ContentBlock[]; source: MessageSource; reason: string }
@@ -305,7 +305,7 @@ Source: [`packages/core/session/src/types.ts:223`](../packages/core/session/src/
 
 #### `turn/start` — log-only
 
-Opens turn `turn`. `trigger` records what started it — a drained message batch or an idle-time injection. The turn is the durability/replay boundary: every event sits between a `turn/start` and its matching `turn/end` (the turn-enclosure invariant).
+Opens turn `turn`. `trigger` records what started it — one claimed queued message or an idle-time injection. The turn is the durability/replay boundary: every event sits between a `turn/start` and its matching `turn/end` (the turn-enclosure invariant).
 
 ```ts persistence-catalog
 'turn/start': { turn: number; trigger: TurnTrigger }
diff --git a/docs/rfc/INDEX.md b/docs/rfc/INDEX.md
index c0992414af..b382cbc945 100644
--- a/docs/rfc/INDEX.md
+++ b/docs/rfc/INDEX.md
@@ -22,7 +22,6 @@ Generated by `pnpm run gen-rfc-index` from the RFC tree — never edit by hand;
 | [Unify the agent id and the session id](proposed/simplification/2026-06-20-unify-agent-and-session-id.md) | 2026-06-20 |
 | [Prune dead public and result surface](proposed/simplification/2026-07-04-prune-dead-core-spine-surface.md) | 2026-07-04 |
 | [Simplify session-log representation](proposed/simplification/2026-07-12-simplify-session-log-representation.md) | 2026-07-12 |
-| [Give each ordinary send its own turn](proposed/simplification/2026-07-17-one-send-one-turn.md) | 2026-07-17 |
 
 ### Architecture
 
@@ -108,6 +107,7 @@ Generated by `pnpm run gen-rfc-index` from the RFC tree — never edit by hand;
 | [Trim unreachable ACP bridge surface — the branding knobs and the kind-sniffing fallback](implemented/simplification/2026-07-04-trim-acp-bridge-unreachable-surface.md) | 2026-07-04 |
 | [Drop unconsumed skill provider events](implemented/simplification/2026-07-12-drop-unconsumed-skill-provider-events.md) | 2026-07-12 |
 | [Prune unused web seam fields](implemented/simplification/2026-07-12-prune-unused-web-seam-fields.md) | 2026-07-12 |
+| [Give each ordinary send its own turn](implemented/simplification/2026-07-17-one-send-one-turn.md) | 2026-07-17 |
 
 ### Architecture
 
diff --git a/docs/rfc/implemented/feature/2026-06-30-interception-seams.md b/docs/rfc/implemented/feature/2026-06-30-interception-seams.md
index ea371ad55a..669e577625 100644
--- a/docs/rfc/implemented/feature/2026-06-30-interception-seams.md
+++ b/docs/rfc/implemented/feature/2026-06-30-interception-seams.md
@@ -14,7 +14,7 @@ The canonical surface separates transformable policy, around-dispatch control, a
 
 **Agent events** (`dsh-agent`):
 - `agent/session-start(agent, source)` — emit, once before turn 1, carrying a `SessionStartSource` (`startup` for a fresh/forked create, `resume` for a reloaded persisted session; `clear`/`compact` reserved). A pure notification — it CANNOT block startup (a deliberate gap: a bridge logs/injects, it does not gate startup). A listener seeds context via `agent.inject()`.
-- `agent/prompt-submit(agent, content, source, next) → PromptDecision` — waterfall, fired per drained queued message inside the open turn, before the `user/message` append. `allow` (optionally rewriting the prompt `content` or attaching `additionalContext`) or `block` (dropping the prompt; the loop appends a durable `prompt/blocked` in its place — see the dispatch note below).
+- `agent/prompt-submit(agent, content, source, next) → PromptDecision` — waterfall, fired for the turn's single claimed queued message before the `user/message` append. `allow` optionally rewrites the prompt `content` or attaches `additionalContext`; `block` appends a durable `prompt/blocked` and rejects that zero-step turn.
 
 **`agent/turn-continuation`** receives and returns a `ContinuationDecision`. A `{action:'continue', reason?}` may carry model-facing context recorded as next-step steering in the same turn — the typed twin of the `/goal` step-end-steer pattern.
 
@@ -30,11 +30,11 @@ Every call follows `tools/pre-execute` → guards → `tools/execute` → dispat
 
 Core dispatch and the tool body sit inside normalization boundaries, so tool, listener, malformed-result, non-JSON result, and identity-shape failures resolve as JSON-safe `isError` results rather than escaping the turn. A post-execute listener can therefore inspect a thrown tool, and a final observer sees exactly what the caller receives and the session log can persist.
 
-**`TurnEndReason.rejected`** (`dsh-session`): a turn whose entire prompt batch was blocked by `prompt-submit`.
+**`TurnEndReason.rejected`** (`dsh-session`): a zero-step turn whose claimed prompt was blocked by `prompt-submit`.
 
 ### Three load-bearing loop decisions
 
-1. **Open the turn before prompt policy.** A fully blocked batch becomes a zero-step `rejected` turn, preserving enclosure and giving ACP a durable terminal event. Every veto also records `prompt/blocked` with the original prompt and reason, so mixed batches retain blocked inputs. Allowed `additionalContext` is injected into the open turn.
+1. **Open the turn before prompt policy.** A blocked prompt becomes a zero-step `rejected` turn, preserving enclosure and giving ACP a durable terminal event. The veto records `prompt/blocked` with the original prompt and reason, while allowed `additionalContext` is injected into the open turn. Each ordinary send owns an independent turn under the [one-send-one-turn simplification](../simplification/2026-07-17-one-send-one-turn.md).
 
 2. **Post-tool `additionalContext` is buffered and appended AFTER all `tool/result`s.** `content`/`feedback` shape the result `execute()` returns, but `additionalContext` is a SEPARATE `context/message`, and a single step can carry multiple tool calls. Appending context right after each result would interleave `result(c1) → context → result(c2)` and break tool-call/result adjacency. So `execute()` surfaces `additionalContext` on its `ToolExecutionResult`, and the loop buffers every per-call context for the step and appends them as `context/message`(s) only after every `tool/result` is appended.
 
diff --git a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.i18n.yaml b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.i18n.yaml
similarity index 65%
rename from docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.i18n.yaml
rename to docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.i18n.yaml
index 36bd0699c4..bcb9485da5 100644
--- a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.i18n.yaml
+++ b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.i18n.yaml
@@ -2,5 +2,5 @@
 # side as of the last confirmed-consistent state. Both languages carry equal authority;
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write
-2026-07-17-one-send-one-turn.md: 21ab23a9ab0e7ea11fcaf44252b6e5d8e49c224b
-2026-07-17-one-send-one-turn.zh.md: 07e268fcfa8651977c204baf46b499c62c27626a
+2026-07-17-one-send-one-turn.md: 34331a04b53f9ccf67db0baf201dec23e1c2a60f
+2026-07-17-one-send-one-turn.zh.md: e6c4b97e826393ebca81d715ae3760c6068f84d0
diff --git a/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.md b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.md
new file mode 100644
index 0000000000..34331a04b5
--- /dev/null
+++ b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.md
@@ -0,0 +1,38 @@
+# RFC: Give each ordinary send its own turn
+
+Status: implemented
+
+English | [中文](2026-07-17-one-send-one-turn.zh.md)
+
+## Problem
+
+An ordinary `Agent.send()` payload is one complete caller message. Opportunistically draining every waiting payload into one turn would make adjacent calls share a boundary according to driver timing: calls from one synchronous stack, neighboring microtasks, event listeners, and model callbacks could be grouped differently even though callers used the same API.
+
+A turn owns prompt admission, `turn/start`, `turn/end`, and the durability checkpoint. Combining messages would let a later message join an earlier message's model request instead of observing the earlier turn's committed result, while mixed allowed and blocked prompts would require lifecycle states no caller explicitly requested.
+
+`steer()` already expresses joining the active turn, while `inject()` records model-facing context without acting as an ordinary message. Implicit batching would make `send()` overlap both explicit operations instead of preserving a single meaning.
+
+## Decision
+
+Each successful `send()` synchronously validates agent state, snapshots and freezes content, appends one independent FIFO item, and publishes `agent/queued`. The loop dequeues at most one ordinary item for each turn start. If two items are both claimed, the second turn starts only after the first turn ends and its durability checkpoint settles; broad cancellation, disposal, or a pre-start failure can discard an unstarted item without creating an empty turn.
+
+Prompt admission decides one message. An allowed prompt becomes that turn's `user/message`; a blocked prompt appends one durable `prompt/blocked` and ends that one-message turn as `rejected`. There are no mixed-batch or all-blocked-batch branches.
+
+Running `steer()` appends to the active turn's steering FIFO. Idle `steer()` delegates to `send()` and therefore creates an independent ordinary turn. `inject()` retains its turn-enclosure and flush behavior. `cancel()`, `status`, and `whenIdle()` remain whole-agent operations rather than per-message controls.
+
+## Alternatives considered
+
+**Keep opportunistic batching for throughput.** Combining queued prompts can reduce model calls when producers outpace the driver, but it makes turn boundaries depend on scheduling and prevents a later message from reliably observing the preceding turn's durable result. Explicit lifecycle semantics are worth the additional model calls; any future batching feature needs an explicit caller-visible contract justified by measurements.
+
+## Verification
+
+- Unit and property coverage pins same-stack, neighboring-microtask, differently sourced, and reentrant sends as one FIFO-ordered message per turn.
+- A deferred first-turn flush proves the next queued turn cannot start before the checkpoint settles and that its request sees the preceding assistant result; a rejected flush still settles before the next turn starts.
+- Prompt veto and listener failure, broad cancellation, disposal, and pre-commit `turn/start` failure preserve balanced recorded turns and do not merge or strand surviving queued work.
+- Running and idle `steer()`, `inject()`, whole-agent status, and `whenIdle()` retain their existing coverage.
+
+## Consequences
+
+Ordinary turn boundaries are deterministic, and a claimed FIFO successor observes the preceding turn's committed session result. Several queued items can still run under one global `running` interval, and broad cancellation can discard the entire unstarted tail, so status and quiescence remain agent-wide observations rather than per-message results.
+
+Workloads that relied on coincidental batching make more model requests, incur more checkpoints, and may take longer to drain; FIFO queues may grow under sustained producers. Throughput optimization can return only through an explicit measured contract.
diff --git a/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.zh.md b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.zh.md
new file mode 100644
index 0000000000..e6c4b97e82
--- /dev/null
+++ b/docs/rfc/implemented/simplification/2026-07-17-one-send-one-turn.zh.md
@@ -0,0 +1,38 @@
+# RFC: 让每次普通 send 独占一个轮次
+
+Status: implemented
+
+[English](2026-07-17-one-send-one-turn.md) | 中文
+
+## 问题
+
+每个普通 `Agent.send()` payload 都是一条完整的调用方消息。如果机会式地把所有等待 payload 放入同一个轮次，相邻调用是否共享边界就会取决于 driver 时机：即使调用方使用相同 API，来自同一个同步调用栈、相邻微任务、事件 listener 和模型 callback 的调用也可能产生不同分组。
+
+轮次拥有提示词准入、`turn/start`、`turn/end` 和持久性检查点。合并消息会让后一条消息加入前一条消息的模型请求，而不能观察前一轮次已经提交的结果；获准与被阻止提示词的混合还会引入调用方从未显式请求的生命周期状态。
+
+`steer()` 已经用于表达加入当前轮次，`inject()` 则记录面向模型的上下文而不充当普通消息。隐式批处理会让 `send()` 与这两种显式操作产生语义重叠，无法保持单一含义。
+
+## 决策
+
+每次成功的 `send()` 都会同步校验 agent（智能体）状态、创建并冻结内容快照、追加一个独立 FIFO item，然后发布 `agent/queued`。agent loop 在每次轮次开始时最多取出一个普通 item。如果两个 item 都被认领，第二个轮次只能在第一个轮次结束且其持久性检查点完成后开始；广义取消、dispose（资源释放）或启动前失败可以丢弃尚未启动的 item，而不创建空轮次。
+
+提示词准入只处理一条消息。获准提示词成为该轮次的 `user/message`；被阻止提示词追加一条持久的 `prompt/blocked`，并让这个单消息轮次以 `rejected` 结束。实现中没有 mixed-batch 或 all-blocked-batch 分支。
+
+运行中的 `steer()` 会追加到当前轮次的 steering FIFO。空闲时的 `steer()` 委托给 `send()`，因此创建一个独立的普通轮次。`inject()` 保持现有的轮次封闭与 flush 行为。`cancel()`、`status` 和 `whenIdle()` 仍是面向整个 agent 的操作，不变成逐消息控制。
+
+## 曾考虑的替代方案
+
+**为吞吐量保留机会式批处理。** 当 producer 速度快于 driver 时，合并排队的提示词可以减少模型调用，但会让轮次边界取决于调度，并使后一条消息无法可靠观察前一轮次的持久化结果。额外模型调用的代价低于显式生命周期语义的价值；未来的任何批处理功能都必须提供调用方可见的显式契约，并由测量结果证明其必要性。
+
+## 验证
+
+- 单元与性质覆盖固定了同一调用栈、相邻微任务、不同来源和重入 send 的行为：每个轮次只有一条消息，并按 FIFO 排序。
+- 延迟第一个轮次的 flush 可以证明下一个排队轮次不能在检查点完成前开始，且其请求能看到前一个 assistant result；被拒绝的 flush 也会在下一个轮次开始前完成。
+- 提示词否决与 listener failure、广义取消、dispose 和提交前 `turn/start` failure 都会保持已记录轮次边界平衡，不会合并消息或让仍应处理的排队工作滞留。
+- 运行中与空闲时的 `steer()`、`inject()`、面向整个 agent 的 status 和 `whenIdle()` 保持原有覆盖。
+
+## 后果
+
+普通轮次边界是确定的，被认领的 FIFO 后继项可以观察前一轮次已经提交的会话结果。多个排队 item 仍可在同一个全局 `running` 区间内执行，广义取消也可以丢弃整个未启动队尾，因此 status 和静止状态仍是面向整个 agent 的观察，而不是逐消息结果。
+
+依赖偶然批处理的工作负载会产生更多模型请求和检查点，队列清空时间也可能延长；持续 producer 还可能让 FIFO 队列增长。只有建立显式且经过测量的契约后，才能重新引入吞吐量优化。
diff --git a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.md b/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.md
deleted file mode 100644
index 21ab23a9ab..0000000000
--- a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.md
+++ /dev/null
@@ -1,36 +0,0 @@
-# RFC: Give each ordinary send its own turn
-
-Status: proposed
-
-English | [中文](2026-07-17-one-send-one-turn.zh.md)
-
-## Problem
-
-`Agent.send()` snapshots one ordinary message and appends it to a FIFO, but the agent loop drains every waiting ordinary message into one turn. Whether adjacent sends share a turn depends on when the driver happens to dequeue: calls from one synchronous stack, neighboring microtasks, event listeners, and model callbacks can observe different grouping even though callers used the same API.
-
-A shared turn also shares prompt admission, `turn/start`, `turn/end`, and the durability checkpoint. A later message can therefore join an earlier message's model request instead of observing the earlier turn's committed result. The batching branches for mixed allowed and blocked prompts add lifecycle states that no caller explicitly requests.
-
-`steer()` already expresses joining the active turn, while `inject()` records model-facing context without acting as an ordinary message. Implicit batching makes `send()` overlap both explicit operations instead of preserving a single meaning.
-
-## Proposal
-
-The inbox will dequeue at most one ordinary message for each turn start. A successful `send()` will remain synchronous: it validates agent state, snapshots and freezes content, appends one FIFO item, and publishes `agent/queued`. If two items are both claimed, the second turn will start only after the first turn ends and its durability checkpoint completes; an item discarded before turn start will not create an empty turn.
-
-Prompt admission will decide one message. An allowed prompt will become that turn's `user/message`; a blocked prompt will append one durable `prompt/blocked` and end that one-message turn as `rejected`. The mixed-batch and all-blocked-batch branches will disappear.
-
-Running `steer()` will continue to append to the active turn's steering FIFO. Idle `steer()` will continue to delegate to `send()` and therefore create an independent ordinary turn. `inject()` will retain its turn-enclosure and flush behavior. `cancel()`, `status`, and `whenIdle()` will remain whole-agent operations rather than per-message controls.
-
-## Alternatives considered
-
-**Keep opportunistic batching for throughput.** Combining queued prompts can reduce model calls when producers outpace the driver, but it makes turn boundaries depend on scheduling and prevents a later message from reliably observing the preceding turn's durable result. Explicit lifecycle semantics are worth the additional model calls; a future measured batching feature would need an explicit caller-visible contract.
-
-## Acceptance criteria
-
-- Two adjacent successful sends remain distinct FIFO items and, when both are claimed, produce two turns separated by the first turn's durability checkpoint.
-- Dequeue timing and reentrant sends from queued listeners, session listeners, and model callbacks do not change the one-message turn boundary.
-- Prompt veto appends one durable `prompt/blocked` for its `rejected` turn; cancellation, disposal, and `turn/start` failure cannot merge messages or leave the agent permanently `running`.
-- Running and idle `steer()`, `inject()`, whole-agent status, and `whenIdle()` retain their documented meanings.
-
-## Risks
-
-Workloads that intentionally relied on coincidental batching will make more model requests and may take longer to drain. FIFO queues may also grow under sustained producers. The proposal accepts those costs because the public `send()` boundary becomes deterministic; throughput optimization can return only with an explicit measured contract.
diff --git a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.zh.md b/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.zh.md
deleted file mode 100644
index 07e268fcfa..0000000000
--- a/docs/rfc/proposed/simplification/2026-07-17-one-send-one-turn.zh.md
+++ /dev/null
@@ -1,36 +0,0 @@
-# RFC: 让每次普通 send 独占一个轮次
-
-Status: proposed
-
-[English](2026-07-17-one-send-one-turn.md) | 中文
-
-## 问题
-
-`Agent.send()` 会为一条普通消息创建快照，并将其追加到 FIFO，但 agent loop（智能体循环）会把所有等待中的普通消息一起取出并放入同一个轮次。相邻 send 是否共享轮次取决于 driver 何时恰好出队：即使调用方使用相同 API，来自同一个同步调用栈、相邻微任务、事件 listener 和模型 callback 的调用也可能产生不同分组。
-
-共享轮次也会共享提示词准入、`turn/start`、`turn/end` 和持久性检查点。因此，后一条消息可能加入前一条消息的模型请求，而不能观察前一轮次已经提交的结果。获准与被阻止提示词混合批次的分支引入了调用方从未显式请求的生命周期状态。
-
-`steer()` 已经用于表达加入当前轮次，`inject()` 则记录面向模型的上下文而不充当普通消息。隐式批处理让 `send()` 与这两种显式操作产生语义重叠，无法保持单一含义。
-
-## 提案
-
-Inbox 在每次轮次开始时最多取出一条普通消息。成功的 `send()` 仍为同步调用：它会校验 agent 状态、创建并冻结内容快照、追加一个 FIFO item，然后发布 `agent/queued`。如果两个 item 都被认领，第二个轮次只能在第一个轮次结束且其持久性检查点完成后开始；在轮次开始前被丢弃的 item 不会创建空轮次。
-
-提示词准入将只处理一条消息。获准提示词会成为该轮次的 `user/message`；被阻止提示词会追加一条持久的 `prompt/blocked`，并让这个单消息轮次以 `rejected` 结束。mixed-batch 和 all-blocked-batch 分支将被删除。
-
-运行中的 `steer()` 仍会追加到当前轮次的 steering FIFO。空闲时的 `steer()` 仍会委托给 `send()`，因此会创建一个独立的普通轮次。`inject()` 保持现有的轮次封闭与 flush 行为。`cancel()`、`status` 和 `whenIdle()` 仍是面向整个 agent 的操作，不变成逐消息控制。
-
-## 曾考虑的替代方案
-
-**为吞吐量保留机会式批处理。** 当 producer 速度快于 driver 时，合并排队的提示词可以减少模型调用，但会让轮次边界取决于调度，并使后一条消息无法可靠观察前一轮次的持久化结果。额外模型调用的代价低于显式生命周期语义的价值；未来若根据测量结果重新引入批处理，必须提供调用方可见的显式契约。
-
-## 验收标准
-
-- 相邻两次成功 send 始终是两个独立 FIFO item；如果两者都被认领，则形成两个轮次，并由第一个轮次的持久性检查点隔开。
-- 出队时机，以及 queued listener、会话 listener 和模型 callback 中的重入 send，都不能改变一条消息对应一个轮次的边界。
-- 提示词否决会为对应的 `rejected` 轮次追加一条持久的 `prompt/blocked`；取消、dispose（资源释放）和 `turn/start` 失败不能合并消息，也不能让 agent 永久停留在 `running` 状态。
-- 运行中与空闲时的 `steer()`、`inject()`、面向整个 agent 的 status 和 `whenIdle()` 保持文档中的含义。
-
-## 风险
-
-依赖偶然批处理的工作负载会产生更多模型请求，队列清空时间也可能延长。持续 producer 还可能让 FIFO 队列增长。本提案接受这些成本，因为公共 `send()` 边界会变得确定；只有建立显式且经过测量的契约后，才能重新引入吞吐量优化。
diff --git a/packages/core/agent-loop/README.md b/packages/core/agent-loop/README.md
index a07aa5fa70..88efc953a7 100644
--- a/packages/core/agent-loop/README.md
+++ b/packages/core/agent-loop/README.md
@@ -44,7 +44,7 @@ Configured agents start automatically. `cwd` applies only to fresh sessions; `re
 
 - `ReactLoopAgent` — the concrete `Agent` implementation. Its inbox is a JavaScript native-private field, and one prepared session can be claimed by only one concrete driver. Everything observable happens through session events and the `agent/*` event taxonomy.
 
-`Inbox`, `runLoop`, and the instance-bound publication/start controls are package-internal. The package root does not export them, and the package exports map exposes no `./src/*` escape hatch; lifecycle owners create agents through `ctx.agents` rather than constructing or starting the driver internals. `ReactLoopAgent.send()` and running `steer()` materialize content plus resolved source once as detached, deeply frozen lossless JSON, then share that accepted record between `agent/queued` and the inbox; malformed data throws before either boundary.
+`Inbox`, `runLoop`, and the instance-bound publication/start controls are package-internal. The package root does not export them, and the package exports map exposes no `./src/*` escape hatch; lifecycle owners create agents through `ctx.agents` rather than constructing or starting the driver internals. Each `ReactLoopAgent.send()` materializes content plus resolved source once as a detached, deeply frozen lossless-JSON FIFO item, shares that accepted record between `agent/queued` and the inbox, and gives the item its own ordinary turn after preceding checkpoints; malformed data throws before either boundary. Running `steer()` uses the same acceptance boundary but joins the active turn.
 
 ### Loop lifecycle (`loop.ts`)
 
diff --git a/packages/core/agent-loop/src/inbox.ts b/packages/core/agent-loop/src/inbox.ts
index abb588b919..b26a79a1ef 100644
--- a/packages/core/agent-loop/src/inbox.ts
+++ b/packages/core/agent-loop/src/inbox.ts
@@ -15,7 +15,7 @@ export interface InboxMessage {
 }
 
 /**
- * Per-agent inbox: a queued FIFO (drained at turn start) and a steering FIFO
+ * Per-agent inbox: a queued FIFO (dequeued once per turn start) and a steering FIFO
  * (drained between steps of a running turn). Purely an in-memory mechanism of
  * the loop — the public surface is `Agent.send()` / `Agent.steer()`.
  */
@@ -54,11 +54,11 @@ export class Inbox {
   }
 
   /**
-   * Drain all queued messages (turn start).
-   * @returns the drained messages in arrival order; the queued FIFO is left empty.
+   * Remove the oldest queued message for one turn start.
+   * @returns the oldest message, or `undefined` when the queued FIFO is empty.
    */
-  drainQueued(): InboxMessage[] {
-    return this.queuedMessages.splice(0)
+  dequeueQueued(): InboxMessage | undefined {
+    return this.queuedMessages.shift()
   }
 
   /**
@@ -72,7 +72,7 @@ export class Inbox {
   /**
    * Discard all pending messages (queued + steering) without delivering them —
    * used by `cancel()`, which drops un-started work rather than draining it into
-   * a turn. Unlike `drainQueued`/`drainSteering`, the messages are thrown away.
+   * a turn. Unlike `dequeueQueued`/`drainSteering`, the messages are thrown away.
    */
   clear(): void {
     this.queuedMessages.length = 0
diff --git a/packages/core/agent-loop/src/loop.ts b/packages/core/agent-loop/src/loop.ts
index 15cc0aa410..ebe528c5e0 100644
--- a/packages/core/agent-loop/src/loop.ts
+++ b/packages/core/agent-loop/src/loop.ts
@@ -88,7 +88,7 @@ export interface LoopHandle {
 }
 
 /**
- * Drive queued batches as durable turns until disposal. Plugin failures end the
+ * Drive queued messages as independent durable turns until disposal. Plugin failures end the
  * current turn without terminating the driver.
  * @param ctx - the plugin context the loop reaches events (agent/…, session/flush) and services (systemPrompt, llm, tools) through.
  * @param agent - the agent this invocation drives for its whole lifetime (its inbox, session, and options).
@@ -159,12 +159,11 @@ async function runTurn(
 ): Promise<boolean> {
   const { session } = agent
 
-  // Drain before opening the turn, but append only after `turn/start`.
-  const queued = handle.inbox.drainQueued()
-  const first = queued[0]
+  // Claim one queued message before opening its turn, but append it only after `turn/start`.
+  const message = handle.inbox.dequeueQueued()
   /* v8 ignore next 3 -- invariant guard: runLoop only calls runTurn when hasQueued */
-  if (!first) throw new Error('runTurn invariant violated: no queued message at turn start')
-  const trigger: TurnTrigger = { kind: 'message', source: first.source }
+  if (!message) throw new Error('runTurn invariant violated: no queued message at turn start')
+  const trigger: TurnTrigger = { kind: 'message', source: message.source }
 
   let reason: TurnEndReason = { kind: 'completed' }
   let step = 0
@@ -202,51 +201,32 @@ async function runTurn(
     // matter what throws below; the catch + closeTurn guarantee it. A pre-commit
     // veto leaves no turn/start in the log and therefore owes no turn/end.
     session.append('turn/start', { turn, trigger })
-    // Each drained queued message runs the `agent/prompt-submit` waterfall before
-    // it becomes a `user/message` — a hook can rewrite the prompt or block it.
+    // The claimed message runs the `agent/prompt-submit` waterfall before it
+    // becomes a `user/message` — a hook can rewrite the prompt or block it.
     // Recorded INSIDE the turn (after turn/start) so every event is turn-enclosed;
     // turn/end is now owed, so a throwing prompt-submit listener (the waterfall
     // throws) is caught below and the turn still closes.
-    let anyAllowed = false
-    // Seeded with a floor (only observable if the batch were empty, which
-    // runTurn never allows — it is called with ≥1 queued message); each `block`
-    // decision carries a required `reason` and overwrites it, so a fully-blocked
-    // batch always reports the last vetoing reason.
-    let lastBlockReason = 'prompt blocked by hook'
-    for (const message of queued) {
-      const decision = await events.waterfall(
-        'agent/prompt-submit', message.content, message.source,
-        () => Promise.resolve<PromptDecision>({ kind: 'allow' }),
-      )
-      if (decision.kind === 'block') {
-        lastBlockReason = decision.reason
-        // Record the veto durably: `PromptDecision.reason` is the durable record
-        // of why a prompt was blocked, but a fully-blocked batch's `rejected`
-        // turn/end only preserves the LAST reason, and a MIXED batch (this prompt
-        // blocked, another allowed) does not end `rejected` at all — so without
-        // this append a blocked prompt would vanish from the log whenever any
-        // sibling prompt is allowed. `prompt/blocked` sits in the open turn in
-        // place of the `user/message` this prompt would have become.
-        session.append('prompt/blocked', { content: message.content, source: message.source, reason: decision.reason })
-        continue
-      }
-      anyAllowed = true
+    const promptDecision = await events.waterfall(
+      'agent/prompt-submit', message.content, message.source,
+      () => Promise.resolve<PromptDecision>({ kind: 'allow' }),
+    )
+    if (promptDecision.kind === 'block') {
+      session.append('prompt/blocked', { content: message.content, source: message.source, reason: promptDecision.reason })
+      reason = { kind: 'rejected', reason: promptDecision.reason }
+    } else {
       // `allow.content` REPLACES the prompt bytes (a rewrite); absent keeps them.
-      const content = decision.content ?? message.content
+      const content = promptDecision.content ?? message.content
       session.append('user/message', { content, source: message.source }, { surfaceOp: 'append' })
       // `allow.additionalContext` is a SEPARATE context/message the next request
       // also sees. The turn is open, so inject() appends it into THIS turn.
-      if (decision.additionalContext) {
-        agent.inject(decision.additionalContext.content, { source: decision.additionalContext.source })
+      if (promptDecision.additionalContext) {
+        agent.inject(promptDecision.additionalContext.content, { source: promptDecision.additionalContext.source })
       }
     }
 
     while (true) {
-      // A fully blocked batch closes its zero-step turn as rejected.
-      if (!anyAllowed) {
-        reason = { kind: 'rejected', reason: lastBlockReason }
-        break
-      }
+      // A blocked prompt closes its zero-step turn as rejected.
+      if (promptDecision.kind === 'block') break
       step += 1
 
       // Steering from the previous round's continuation listeners joins before
diff --git a/packages/core/agent-loop/tests/cancel.spec.ts b/packages/core/agent-loop/tests/cancel.spec.ts
index cad830e827..5ed15f1b0b 100644
--- a/packages/core/agent-loop/tests/cancel.spec.ts
+++ b/packages/core/agent-loop/tests/cancel.spec.ts
@@ -75,7 +75,8 @@ describe('Agent.cancel()', () => {
 
     // send() queues synchronously (status still idle, loop microtask not yet
     // resumed). Cancel in that pre-step window: the queued turn must not run.
-    send(agent, 'drop me')
+    send(agent, 'drop me first')
+    send(agent, 'drop me second')
     agent.cancel('pre-step')
 
     // Give the loop a chance to wake and process the cancel.
@@ -106,7 +107,7 @@ describe('Agent.cancel()', () => {
     expect(agent.status).toBe('idle')
   })
 
-  it('cancel() mid-step aborts the in-flight model call; the turn ends aborted', async () => {
+  it('cancel() mid-step aborts the active turn and drops every queued tail item', async () => {
     const adapter = new MockAdapter(['hang'])
     const ctx = await harness(adapter)
     const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
@@ -117,10 +118,14 @@ describe('Agent.cancel()', () => {
     send(agent, 'go')
     await new Promise(r => setTimeout(r, 30))
     expect(agent.status).toBe('running')
+    send(agent, 'queued tail')
     agent.cancel('mid-step')
     await waitForIdle(ctx, agent)
 
     expect(reasons).toEqual([{ kind: 'aborted', reason: 'mid-step' }])
+    expect(userTexts(agent)).toEqual(['go'])
+    expect(agent.session.events.filter(event => event.type === 'turn/start')).toHaveLength(1)
+    expect(adapter.requests).toHaveLength(1)
   })
 
   it('cancel() with no reason defaults to "cancelled" when aborting an in-flight step', async () => {
diff --git a/packages/core/agent-loop/tests/contract-regressions.spec.ts b/packages/core/agent-loop/tests/contract-regressions.spec.ts
index ee50261e9d..33e0b7de9c 100644
--- a/packages/core/agent-loop/tests/contract-regressions.spec.ts
+++ b/packages/core/agent-loop/tests/contract-regressions.spec.ts
@@ -276,15 +276,20 @@ describe('plugin exceptions are contained', () => {
     expect(agent.status).toBe('idle')
   })
 
-  it('a rejecting session/flush listener is reported but does not kill the agent', async () => {
+  it('a rejecting first-turn flush settles before the queued tail starts', async () => {
     const adapter = new MockAdapter([textResponse('one'), textResponse('two')])
     const ctx = await harness(adapter)
     const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
 
-    let rejectedOnce = false
-    ctx.on('session/flush', async () => {
-      if (!rejectedOnce) {
-        rejectedOnce = true
+    const firstFlush = Promise.withResolvers<undefined>()
+    const releaseFirstFlush = Promise.withResolvers<undefined>()
+    let flushes = 0
+    ctx.on('session/flush', async (session) => {
+      if (session !== agent.session) return
+      flushes += 1
+      if (flushes === 1) {
+        firstFlush.resolve(undefined)
+        await releaseFirstFlush.promise
         throw new Error('disk full')
       }
     })
@@ -292,18 +297,25 @@ describe('plugin exceptions are contained', () => {
     const errors: Error[] = []
     ctx.on('agent/error', (_agent, _turn, _step, error) => void errors.push(error))
 
+    const idle = waitForIdle(ctx, agent)
     send(agent, 'first')
-    await waitForIdle(ctx, agent)
-    expect(errors.map(e => e.message)).toEqual(['disk full'])
-
     send(agent, 'second')
-    await waitForIdle(ctx, agent)
+
+    await firstFlush.promise
+    expect(adapter.requests).toHaveLength(1)
+    expect(agent.session.events.filter(event => event.type === 'turn/start')).toHaveLength(1)
+
+    releaseFirstFlush.resolve(undefined)
+    await idle
+
+    expect(errors.map(e => e.message)).toEqual(['disk full'])
     expect(adapter.requests).toHaveLength(2)
+    expect(agent.session.events.filter(event => event.type === 'turn/start')).toHaveLength(2)
   })
 })
 
 describe('disposed status is part of the agent/status contract', () => {
-  it('disposing the fiber emits agent/status(disposed) and ends the turn with reason disposed', async () => {
+  it('disposing the fiber ends the active turn and never starts its queued tail', async () => {
     const adapter = new MockAdapter(['hang'])
     const ctx = await harness(adapter)
 
@@ -319,11 +331,19 @@ describe('disposed status is part of the agent/status contract', () => {
 
     send(agent, 'go')
     await new Promise(r => setTimeout(r, 30))
+    send(agent, 'queued tail')
     await fiber.dispose()
     await agent.done
 
     expect(statuses).toEqual(['running', 'disposed'])
     expect(reasons).toEqual([{ kind: 'disposed' }])
+    expect(agent.session.events.filter(event => event.type === 'turn/start')).toHaveLength(1)
+    const messages = agent.session.events
+      .filter(event => event.type === 'user/message')
+      .flatMap(event => event.data.content)
+      .flatMap(block => block.type === 'text' ? [block.text] : [])
+    expect(messages).toEqual(['go'])
+    expect(adapter.requests).toHaveLength(1)
   })
 
   it('a throwing agent/status listener cannot break disposal or leak the registry entry', async () => {
diff --git a/packages/core/agent-loop/tests/coverage-edges.spec.ts b/packages/core/agent-loop/tests/coverage-edges.spec.ts
index 5deee8e159..c85c5ef949 100644
--- a/packages/core/agent-loop/tests/coverage-edges.spec.ts
+++ b/packages/core/agent-loop/tests/coverage-edges.spec.ts
@@ -141,12 +141,22 @@ describe('toError normalization', () => {
     const errors: Error[] = []
     ctx.on('agent/error', (_agent, _turn, _step, error) => void errors.push(error))
 
-    send(agent, 'go')
+    send(agent, 'fails before turn start')
+    send(agent, 'survives as the next item')
     await waitForIdle(ctx, agent)
     expect(errors).toHaveLength(1)
     expect(errors[0]).toMatchObject({ message: 'naked string error', code: 'UNKNOWN' })
-    expect(adapter.requests).toEqual([])
-    expect(agent.session.events.some(event => event.type === 'turn/start' || event.type === 'turn/end')).toBe(false)
+    expect(adapter.requests).toHaveLength(1)
+    const starts = agent.session.events.filter(event => event.type === 'turn/start')
+    const ends = agent.session.events.filter(event => event.type === 'turn/end')
+    const messages = agent.session.events.filter(event => event.type === 'user/message')
+    expect(starts).toHaveLength(1)
+    expect(starts[0]?.type === 'turn/start' && starts[0].data.turn).toBe(1)
+    expect(ends).toHaveLength(1)
+    expect(messages).toHaveLength(1)
+    expect(messages[0]?.type === 'user/message' && messages[0].data.content).toEqual([
+      { type: 'text', text: 'survives as the next item' },
+    ])
   })
 
   it('normalizes non-Error throws from agent/request waterfall via inline toError in runStep catch', async () => {
diff --git a/packages/core/agent-loop/tests/inbox.spec.ts b/packages/core/agent-loop/tests/inbox.spec.ts
index 4bea62abe2..f4eea9fdd0 100644
--- a/packages/core/agent-loop/tests/inbox.spec.ts
+++ b/packages/core/agent-loop/tests/inbox.spec.ts
@@ -8,17 +8,17 @@ function resolverPair() {
 }
 
 describe('Inbox', () => {
-  it('enqueues and drains queued messages in FIFO order', () => {
+  it('dequeues one queued message at a time in FIFO order', () => {
     const inbox = new Inbox()
     inbox.enqueue({ content: [{ type: 'text', text: 'first' }], source: { kind: 'user' } })
     inbox.enqueue({ content: [{ type: 'text', text: 'second' }], source: { kind: 'user' } })
     expect(inbox.hasQueued).toBe(true)
 
-    const drained = inbox.drainQueued()
-    expect(drained).toHaveLength(2)
-    expect(drained[0]!.content[0]).toMatchObject({ text: 'first' })
-    expect(drained[1]!.content[0]).toMatchObject({ text: 'second' })
+    expect(inbox.dequeueQueued()?.content[0]).toMatchObject({ text: 'first' })
+    expect(inbox.hasQueued).toBe(true)
+    expect(inbox.dequeueQueued()?.content[0]).toMatchObject({ text: 'second' })
     expect(inbox.hasQueued).toBe(false)
+    expect(inbox.dequeueQueued()).toBeUndefined()
   })
 
   it('pushes and drains steering messages separately from queued', () => {
diff --git a/packages/core/agent-loop/tests/interception.spec.ts b/packages/core/agent-loop/tests/interception.spec.ts
index 4b37210993..ad0ea7d199 100644
--- a/packages/core/agent-loop/tests/interception.spec.ts
+++ b/packages/core/agent-loop/tests/interception.spec.ts
@@ -182,9 +182,7 @@ describe('agent/prompt-submit', () => {
     expect(turnEnd?.type === 'turn/end' && turnEnd.data.reason).toEqual({ kind: 'rejected', reason: 'blocked by policy' })
   })
 
-  it('a mixed batch records a prompt/blocked for the vetoed prompt while the allowed one runs', async () => {
-    // Blocking one prompt in a mixed batch must persist its reason even though
-    // the allowed prompt keeps the turn from ending rejected.
+  it('adjacent blocked and allowed prompts keep independent turn outcomes', async () => {
     const adapter = new MockAdapter([textResponse('ran once')])
     const ctx = await harness(adapter)
     const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
@@ -197,13 +195,13 @@ describe('agent/prompt-submit', () => {
     const reasons: TurnEndReason[] = []
     ctx.on('session/event', (_s, event: SessionEvent) => { if (event.type === 'turn/end') reasons.push(event.data.reason) })
 
-    // both sends land before the loop drains → one batched turn
+    // Both sends land before the driver wakes, but each remains its own turn.
     send(agent, 'secret')
     send(agent, 'safe')
     await waitForIdle(ctx, agent)
 
     const log = events(agent)
-    // the allowed prompt became a user/message and drove exactly one model call
+    // The allowed prompt became a user/message and drove exactly one model call.
     const userMsgs = log.filter(e => e.type === 'user/message')
     expect(userMsgs).toHaveLength(1)
     expect(userMsgs[0]?.type === 'user/message' && userMsgs[0].data.content).toEqual([{ type: 'text', text: 'safe' }])
@@ -215,12 +213,14 @@ describe('agent/prompt-submit', () => {
       content: [{ type: 'text', text: 'secret' }],
       reason: 'policy: no secrets',
     })
-    // the turn did NOT reject — a sibling was allowed — so the boundary reason
-    // alone would not have preserved the block
-    expect(reasons.some(r => r.kind === 'rejected')).toBe(false)
+    expect(log.filter(e => e.type === 'turn/start')).toHaveLength(2)
+    expect(reasons).toEqual([
+      { kind: 'rejected', reason: 'policy: no secrets' },
+      { kind: 'completed' },
+    ])
   })
 
-  it('a throwing prompt-submit listener ends the turn balanced (error), loop survives', async () => {
+  it('a throwing prompt-submit listener ends its turn balanced while an adjacent message survives', async () => {
     const adapter = new MockAdapter([textResponse('after')])
     const ctx = await harness(adapter)
     const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
@@ -233,18 +233,18 @@ describe('agent/prompt-submit', () => {
     const errors: Error[] = []
     ctx.on('agent/error', (_a, _t, _s, error) => void errors.push(error))
 
+    const idle = waitForIdle(ctx, agent)
     send(agent, 'first')
-    await waitForIdle(ctx, agent)
-    expect(errors.map(e => e.message)).toEqual(['prompt hook broke'])
-    // turn balanced
-    const log = events(agent)
-    expect(log.filter(e => e.type === 'turn/start')).toHaveLength(1)
-    expect(log.filter(e => e.type === 'turn/end')).toHaveLength(1)
-
-    // loop survives: a second prompt runs normally
     send(agent, 'second')
-    await waitForIdle(ctx, agent)
-    expect(adapter.requests.length).toBeGreaterThanOrEqual(1)
+    await idle
+    expect(errors.map(e => e.message)).toEqual(['prompt hook broke'])
+    // The failed prompt owns one balanced error turn; the adjacent prompt owns
+    // the following normal turn without an intermediate idle transition.
+    const log = events(agent)
+    expect(log.filter(e => e.type === 'turn/start')).toHaveLength(2)
+    expect(log.filter(e => e.type === 'turn/end')).toHaveLength(2)
+    expect(adapter.requests).toHaveLength(1)
+    expect(JSON.stringify(adapter.requests[0]!.messages)).toContain('second')
   })
 })
 
diff --git a/packages/core/agent-loop/tests/loop.spec.ts b/packages/core/agent-loop/tests/loop.spec.ts
index fb686928b1..368ce0c6f1 100644
--- a/packages/core/agent-loop/tests/loop.spec.ts
+++ b/packages/core/agent-loop/tests/loop.spec.ts
@@ -827,7 +827,104 @@ describe('agent loop', () => {
     expect(turnEnd?.type === 'turn/end' && turnEnd.data.reason.kind).toBe('completed')
   })
 
-  it('chains queued messages into consecutive turns', async () => {
+  it('keeps same-tick sends in separate turns and checkpoints before the next starts', async () => {
+    const adapter = new MockAdapter([textResponse('first answer'), textResponse('second answer')])
+    const ctx = await harness(adapter)
+    const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
+
+    const firstFlush = Promise.withResolvers<undefined>()
+    const releaseFirstFlush = Promise.withResolvers<undefined>()
+    let flushes = 0
+    ctx.on('session/flush', async (session) => {
+      if (session !== agent.session) return
+      flushes += 1
+      if (flushes === 1) {
+        firstFlush.resolve(undefined)
+        await releaseFirstFlush.promise
+      }
+    })
+
+    const turns: number[] = []
+    ctx.on('session/event', (session, event) => {
+      if (session === agent.session && event.type === 'turn/start') turns.push(event.data.turn)
+    })
+
+    const idle = waitForIdle(ctx, agent)
+    send(agent, 'first message')
+    send(agent, 'second message')
+
+    await firstFlush.promise
+    expect(turns).toEqual([1])
+    expect(adapter.requests).toHaveLength(1)
+
+    releaseFirstFlush.resolve(undefined)
+    await idle
+
+    expect(turns).toEqual([1, 2])
+    expect(flushes).toBe(2)
+    expect(adapter.requests).toHaveLength(2)
+    expect(JSON.stringify(adapter.requests[1]!.messages)).toContain('first answer')
+    expect(JSON.stringify(adapter.requests[1]!.messages)).toContain('second message')
+  })
+
+  it('keeps a reentrant agent/queued send as the next independent turn', async () => {
+    const adapter = new MockAdapter([textResponse('first'), textResponse('second')])
+    const ctx = await harness(adapter)
+    const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
+
+    let nested = false
+    ctx.on('agent/queued', (subject) => {
+      if (subject !== agent || nested) return
+      nested = true
+      send(agent, 'queued listener message')
+    })
+
+    const idle = waitForIdle(ctx, agent)
+    send(agent, 'outer message')
+    await idle
+
+    const turns = agent.session.events.filter(event => event.type === 'turn/start')
+    const messages = agent.session.events
+      .filter(event => event.type === 'user/message')
+      .map(event => event.data.content)
+    expect(turns).toHaveLength(2)
+    expect(messages).toEqual([
+      [{ type: 'text', text: 'outer message' }],
+      [{ type: 'text', text: 'queued listener message' }],
+    ])
+  })
+
+  it('preserves independent turn sources across an adjacent microtask send', async () => {
+    const adapter = new MockAdapter([textResponse('first'), textResponse('second')])
+    const ctx = await harness(adapter)
+    const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
+
+    const idle = waitForIdle(ctx, agent)
+    agent.send([{ type: 'text', text: 'user message' }])
+    await Promise.resolve()
+    agent.send(
+      [{ type: 'text', text: 'plugin message' }],
+      { source: { kind: 'plugin', plugin: 'test' } },
+    )
+    await idle
+
+    const triggers = agent.session.events
+      .filter(event => event.type === 'turn/start')
+      .map(event => event.data.trigger)
+    const sources = agent.session.events
+      .filter(event => event.type === 'user/message')
+      .map(event => event.data.source)
+    expect(triggers).toEqual([
+      { kind: 'message', source: { kind: 'user' } },
+      { kind: 'message', source: { kind: 'plugin', plugin: 'test' } },
+    ])
+    expect(sources).toEqual([
+      { kind: 'user' },
+      { kind: 'plugin', plugin: 'test' },
+    ])
+  })
+
+  it('keeps a session-listener send after dequeue in the following turn', async () => {
     const adapter = new MockAdapter([textResponse('first'), textResponse('second')])
     const ctx = await harness(adapter)
     const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
@@ -850,6 +947,37 @@ describe('agent loop', () => {
 
     expect(turns).toEqual([1, 2])
     expect(adapter.requests).toHaveLength(2)
+    expect(JSON.stringify(adapter.requests[1]!.messages)).toContain('first')
+    expect(JSON.stringify(adapter.requests[1]!.messages)).toContain('second message')
+  })
+
+  it('keeps a model-adapter callback send in the following turn', async () => {
+    const agentRef: { current?: ReactLoopAgent } = {}
+    const adapter = new MockAdapter([
+      () => {
+        const agent = agentRef.current
+        if (agent === undefined) throw new Error('model callback ran before agent setup')
+        send(agent, 'model callback message')
+        return textResponse('first')
+      },
+      textResponse('second'),
+    ])
+    const ctx = await harness(adapter)
+    const agent = ctx.agentLoop.create(AgentId('a1'), { model: 'mock' })
+    agentRef.current = agent
+
+    const idle = waitForIdle(ctx, agent)
+    send(agent, 'outer message')
+    await idle
+
+    const messages = agent.session.events
+      .filter(event => event.type === 'user/message')
+      .map(event => event.data.content)
+    expect(agent.session.events.filter(event => event.type === 'turn/start')).toHaveLength(2)
+    expect(messages).toEqual([
+      [{ type: 'text', text: 'outer message' }],
+      [{ type: 'text', text: 'model callback message' }],
+    ])
   })
 
   it('awaits session/flush at turn end (persistence checkpoint)', async () => {
diff --git a/packages/core/agent-loop/tests/properties.spec.ts b/packages/core/agent-loop/tests/properties.spec.ts
index dbc43ad985..82b103d664 100644
--- a/packages/core/agent-loop/tests/properties.spec.ts
+++ b/packages/core/agent-loop/tests/properties.spec.ts
@@ -75,6 +75,21 @@ function turnNumbers(agent: ReactLoopAgent): number[] {
     .map(e => (e.data as { turn: number }).turn)
 }
 
+function turnEndNumbers(agent: ReactLoopAgent): number[] {
+  return agent.session.events
+    .filter(e => e.type === 'turn/end')
+    .map(e => (e.data as { turn: number }).turn)
+}
+
+function userMessageCountsByTurn(agent: ReactLoopAgent): number[] {
+  const counts: number[] = []
+  for (const event of agent.session.events) {
+    if (event.type === 'turn/start') counts.push(0)
+    if (event.type === 'user/message') counts[counts.length - 1]! += 1
+  }
+  return counts
+}
+
 /** Assert a status trace is a legal run: idle/running alternating, ending idle. */
 function assertLegalStatusTrace(trace: string[]): void {
   for (let i = 1; i < trace.length; i++) {
@@ -84,7 +99,7 @@ function assertLegalStatusTrace(trace: string[]): void {
 }
 
 describe('agent loop scheduling properties', () => {
-  it('a synchronous burst loses no message and uses strictly increasing turns', async () => {
+  it('a synchronous burst gives every message its own strictly increasing turn', async () => {
     await fc.assert(fc.asyncProperty(
       fc.array(fc.string({ minLength: 1 }), { minLength: 1, maxLength: 6 }),
       async (texts) => {
@@ -99,8 +114,11 @@ describe('agent loop scheduling properties', () => {
 
           // No message lost: every send appears as a user/message, in order.
           expect(userMessageTexts(agent)).toEqual(texts)
-          // A synchronous burst batches into exactly one turn.
-          expect(turnNumbers(agent)).toEqual([1])
+          // Every successful send owns an independent turn even before the driver wakes.
+          expect(turnNumbers(agent)).toEqual(texts.map((_, i) => i + 1))
+          expect(turnEndNumbers(agent)).toEqual(texts.map((_, i) => i + 1))
+          expect(userMessageCountsByTurn(agent)).toEqual(texts.map(() => 1))
+          expect(trace).toEqual(['running', 'idle'])
           assertLegalStatusTrace(trace)
         } finally {
           await ctx.fiber.dispose()
@@ -131,9 +149,9 @@ describe('agent loop scheduling properties', () => {
     ), { numRuns: 20, timeout: 2000 })
   })
 
-  it('mixed schedule (send, optionally settle) loses no message and orders turns', async () => {
-    // Each step is a (text, settle?) pair: settle=true awaits idle before the
-    // next send (own turn); settle=false sends in the same tick (batches).
+  it('mixed settled and same-tick sends preserve one turn per message', async () => {
+    // Each step optionally waits for idle before the next send; that scheduling
+    // choice must not change the ordinary message-to-turn mapping.
     const stepArb = fc.record({ text: fc.string({ minLength: 1 }), settle: fc.boolean() })
     await fc.assert(fc.asyncProperty(
       fc.array(stepArb, { minLength: 1, maxLength: 6 }),
@@ -152,14 +170,13 @@ describe('agent loop scheduling properties', () => {
           }
           await lastIdle
 
-          // No message lost or reordered, regardless of batching.
+          // No message is lost or reordered, regardless of driver timing.
           expect(userMessageTexts(agent)).toEqual(steps.map(s => s.text))
-          // Turn numbers are a strictly increasing 1..N prefix (N = turn count).
+          // Every send owns exactly one turn, numbered in FIFO order.
           const turns = turnNumbers(agent)
-          expect(turns).toEqual(turns.map((_, i) => i + 1))
-          // Every message landed in some turn; turns never exceed messages.
-          expect(turns.length).toBeLessThanOrEqual(steps.length)
-          expect(turns.length).toBeGreaterThanOrEqual(1)
+          expect(turns).toEqual(steps.map((_, i) => i + 1))
+          expect(turnEndNumbers(agent)).toEqual(turns)
+          expect(userMessageCountsByTurn(agent)).toEqual(steps.map(() => 1))
         } finally {
           await ctx.fiber.dispose()
         }
diff --git a/packages/core/agent/README.md b/packages/core/agent/README.md
index 5639f30daf..e1e5b27f22 100644
--- a/packages/core/agent/README.md
+++ b/packages/core/agent/README.md
@@ -39,7 +39,7 @@ Turn and step boundaries and the model token stream are durable `session/event`
 
 The handle every plugin programs against:
 
-- `agent.send(content, options?)` — queue a message; starts a turn when idle. Content and resolved source become one detached, deeply frozen lossless-JSON record before `agent/queued` and enqueue; invalid data throws synchronously, and caller or notification-listener in-place mutation cannot change the log or model input (`agent/prompt-submit` still rewrites by returning replacement content).
+- `agent.send(content, options?)` — queue one independent FIFO item. Unless broad cancellation or disposal clears it before turn start, that item becomes the sole ordinary message in its turn; the next item waits for the preceding turn's durability checkpoint. Content and resolved source become one detached, deeply frozen lossless-JSON record before `agent/queued` and enqueue; invalid data throws synchronously, and caller or notification-listener in-place mutation cannot change the log or model input (`agent/prompt-submit` still rewrites by returning replacement content).
 - `agent.steer(content, options?)` — steer a running turn (inject between steps); uses the same owned acceptance boundary and behaves like `send` when idle
 - `agent.inject(content, options?)` — inject in-session context (context/message event); the next request sees it. Does not run the model. While a turn is open it joins that turn; while idle it is wrapped in a one-shot `injection` turn so every event stays turn-enclosed ([the turn-enclosure invariant](../../../docs/rfc/implemented/architecture/2026-06-15-turn-enclosure-invariant.md))
 - `agent.cancel(reason?)` — cancel ALL pending work: clears the queued + steering FIFOs, aborts the in-flight step, and drops a turn about to start (the pre-step window) so a queued-but-not-started prompt never runs. A UI/ACP `session/cancel` maps to this. The single public stop primitive. Idle with nothing pending → a safe no-op.
diff --git a/packages/core/agent/src/types.ts b/packages/core/agent/src/types.ts
index 3aad65a70e..62d5b2695e 100644
--- a/packages/core/agent/src/types.ts
+++ b/packages/core/agent/src/types.ts
@@ -59,7 +59,7 @@ export interface HookContext {
 /**
  * Prompt interception result. `allow.content` replaces the prompt and
  * `additionalContext` becomes a separate context message. `block` records a
- * durable `prompt/blocked`; an all-blocked batch ends a zero-step rejected turn.
+ * durable `prompt/blocked` and ends that prompt's zero-step turn as rejected.
  */
 export type PromptDecision =
   | { kind: 'allow'; content?: ContentBlock[]; additionalContext?: HookContext }
@@ -90,7 +90,7 @@ export interface Agent {
   readonly ctx: Context
 
   /**
-   * Queue detached, frozen lossless-JSON input; starts a turn when idle.
+   * Queue one detached, frozen lossless-JSON item; if claimed, it is the sole ordinary message in a FIFO-ordered turn.
    * Invalid input throws synchronously before notification or enqueue.
    */
   send(content: ContentBlock[], options?: SendOptions): void
@@ -111,8 +111,8 @@ export interface Agent {
   inject(content: ContentBlock[], options?: SendOptions): void
 
   /**
-   * Clear queued and steering work, including work waiting to start, and abort
-   * the active step. The supplied reason is preserved across pre-step and active
+   * Clear all queued and steering work, including items waiting to start, and
+   * abort the active step. The supplied reason is preserved across pre-step and active
    * cancellation windows, and `whenIdle()` resolves after cancellation reaches
    * quiescence. Idle cancellation is a no-op and does not arm a later cancel.
    */
diff --git a/packages/core/session/src/types.ts b/packages/core/session/src/types.ts
index f4f42062fd..131deec325 100644
--- a/packages/core/session/src/types.ts
+++ b/packages/core/session/src/types.ts
@@ -105,8 +105,8 @@ export interface TurnEndReasonMap {
   /** At least one step reached its output-token ceiling, even if a plugin continued the turn. */
   'max-tokens': { kind: 'max-tokens' }
   /**
-   * Policy blocked every prompt before the first step. The zero-step turn still
-   * records a balanced durable boundary and the veto reason.
+   * Policy blocked the turn's claimed prompt before the first step. The
+   * zero-step turn still records a balanced durable boundary and veto reason.
    */
   rejected: { kind: 'rejected'; reason: string }
   /**
@@ -209,8 +209,8 @@ export interface ToolsDelta {
  */
 export interface SessionEventMap {
   /**
-   * Opens turn `turn`. `trigger` records what started it — a drained message
-   * batch or an idle-time injection. The turn is the durability/replay
+   * Opens turn `turn`. `trigger` records what started it — one claimed queued
+   * message or an idle-time injection. The turn is the durability/replay
    * boundary: every event sits between a `turn/start` and its matching
    * `turn/end` (the turn-enclosure invariant).
    */
@@ -229,7 +229,7 @@ export interface SessionEventMap {
   'user/message': { content: ContentBlock[]; source: MessageSource }
   /**
    * Durable record of a prompt veto and its reason. It is log-only: the blocked
-   * prompt never enters the model-visible surface, including in a mixed batch.
+   * prompt never enters the model-visible surface, and its turn runs zero steps.
    */
   'prompt/blocked': { content: ContentBlock[]; source: MessageSource; reason: string }
   /**
diff --git a/packages/ui/acp/src/index.ts b/packages/ui/acp/src/index.ts
index c464ffd22b..2907334b69 100644
--- a/packages/ui/acp/src/index.ts
+++ b/packages/ui/acp/src/index.ts
@@ -709,8 +709,8 @@ export function apply(ctx: Context, config: AcpConfig): void {
         // session/cancel maps to the queue-aware agent.cancel(reason): it aborts
         // a RUNNING step, clears the queued + steering FIFOs, and drops a
         // turn that is about to start (the pre-step window) — so a queued-but-
-        // not-yet-started prompt never runs, and a prompt accepted right after
-        // cannot be batched into the cancelled turn. Scoped to THIS session's
+        // not-yet-started prompt never runs, while a prompt accepted afterward
+        // remains a separate queued turn. Scoped to THIS session's
         // agent — a cancel in one session never touches another's stream or
         // pending prompt (RFC 011 isolation). We ALSO settle the in-flight prompt
         // as cancelled directly here: do NOT rely on the resulting turn/end to