Merge remote-tracking branch 'upstream/master' into feat/produced-files-folder
This commit is contained in:
@@ -2,5 +2,5 @@
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# side as of the last confirmed-consistent state. Both languages carry equal authority;
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# after editing either side, bring the other along and re-record with:
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# pnpm run verify-translation-pairing --write .agents/notes/implemented/feature/2026-07-16-durable-per-step-time-context.md
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2026-07-16-durable-per-step-time-context.md: 3305d3644fa3baf7e1522311b98b4eb29d08f631
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2026-07-16-durable-per-step-time-context.zh.md: dd7e63710ae99d1a04bc0e87d49976e28af1dae5
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2026-07-16-durable-per-step-time-context.md: e8fd04dd52f3c42de64cf64dd16bafa236dd396a
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2026-07-16-durable-per-step-time-context.zh.md: d2611848b732d0f07cba4508a4e24aa566545a3b
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@@ -8,62 +8,67 @@ English | [中文](2026-07-16-durable-per-step-time-context.zh.md)
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A request-only clock can tell the model the current time, but replacing that value in the system prompt removes the evidence behind earlier time-sensitive reasoning. Multi-step turns need requests to retain the readings used by preceding steps. The request must remain reconstructable after restart, and automatic compaction must account for the same timing context the model receives.
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A process-local refresh cache makes displayed time depend on state that cannot survive resume or be reconstructed from the durable session. Durable interval scheduling can reduce append frequency without introducing that hidden state.
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A process-local refresh cache makes displayed time depend on state that cannot survive resume. Browser-originated natural language also needs a request-owned zone: a server process zone cannot infer the user's locality, while a mutable Session or connection default lets travel or concurrent tabs reinterpret another prompt.
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## Decision
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`@deepseek-ai/dsh-time-context` is an opt-in function plugin in `packages/context/time-context/`. The `context/` group holds bounded request-context enrichments that define neither a tool nor a service, and shipped examples do not mount this plugin because its time-zone disclosure and token cost are deployment policy. It registers a prepended `agent/pre-step` listener and, when a reading is due and the downstream decision enters, returns one additional `UserMessage`. The message carries source `{ kind: 'plugin', plugin: 'time-context' }`; a suppressed, rejected, or failed attempt appends nothing.
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`@deepseek-ai/dsh-time-context` is an opt-in function plugin in `packages/context/time-context/`. Default compositions leave its disclosure and token cost disabled; the Schedule Web overlay mounts it so the model can interpret otherwise-unqualified dates and times in the browser zone attached to the current request.
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The listener samples before `step/start`, then settles its reading only in the final enter decision. AgentLoop records it after `step/start` and before request derivation. A downstream rejection or failure therefore prevents the reading from entering durable history.
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The plugin prepends an `agent/pre-step` listener and delegates first. When the downstream decision enters and a reading is due, it combines that decision's final messages with durable user messages already in the open turn, derives browser-zone provenance from exact `user-rpc` sources, and appends one reading to the decision. Rejection, listener failure, or an already-aborted signal records nothing. Steering claimed after the current batch keeps ordinary next-step ownership and receives a fresh reading when that step enters.
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The optional `timeZone` config resolves the Node process's IANA zone once at plugin load when omitted; an explicit value is validated by `Intl.DateTimeFormat`. The timestamp includes the numeric UTC offset and resolved IANA zone.
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Each Web prompt samples the browser's IANA zone. The Host validates and canonicalizes it before binding it to the exact durable user-message source. One unique zone in the open turn resolves the request; multiple zones produce a sorted `mixed` result; no zone is `unavailable`. A resolved request tells the model to interpret unqualified dates and times in that zone. Mixed or unavailable provenance tells it to ask the user to clarify.
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The optional `refreshIntervalMs` config is manually validated at plugin load as a non-negative safe integer. Omission or `0` injects on every eligible preparation attempt. A positive value scans the raw session events for the most recent `user/message` with this plugin's source and injects when none exists, wall time moved backward, or the event is at least the configured age. The raw event timestamp governs even after compaction shadows the message, so scheduling persists across turns and process resume without a timer or process-local cache.
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This message-bound provenance is not copied to `SessionHeader`, a connection default, or Schedule state. Time-context owns model guidance only. A tool accepting local calendar fields must still make its own explicit boundary; Schedule therefore requires `time_zone` rather than importing this plugin's reading ([decision](../simplification/2026-08-09-explicit-schedule-time-zone.md)).
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The resolved browser zone also formats the reading's timestamp. Mixed or unavailable requests use the configured `timeZone` fallback, or the Node process zone resolved once at plugin load when config is omitted, while retaining the clarify policy. Every fallback is validated through `Intl.DateTimeFormat`.
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Each reading uses the exact snapshot source `{ kind: 'plugin', plugin: 'time-context', form: 'snapshot', sections: [{ name: 'time-context', text: <same text> }] }`. The invariant companion checks the snapshot shape, re-derives current-turn browser provenance from the original user-rpc messages, and validates the rendered timestamp zone and elapsed baseline.
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The optional `refreshIntervalMs` config is a non-negative safe integer. Omission or `0` injects on every eligible entered step. A positive value scans raw Session events for the latest plugin reading and injects when none exists, wall time moved backward, or the event is old enough. The event timestamp governs after compaction and resume without a process-local cache. The Schedule Web overlay omits the interval so every request step gets current browser guidance.
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### Text and elapsed baselines
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An injected first-step reading is:
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A resolved first-step reading is:
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```text
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Time sampled while preparing turn <turn>, step 1: <timestamp>
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Time sampled while preparing turn <turn>, step 1: <timestamp-in-browser-zone>
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Browser time zone for this request: <iana-zone>. Interpret otherwise-unqualified dates and times in this zone.
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Elapsed since the preceding model-visible message: <duration-or-unavailable>.
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```
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The baseline is the latest preceding user, assistant, tool-result, or steering message. This includes the accepted prompt that opened an ordinary message turn. If no model-visible message exists, the duration is `unavailable`.
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Mixed and unavailable variants replace the second line with an instruction to ask for clarification. The baseline is the latest durable preceding user, assistant, or tool-result message. The prompt proposed for this step has not been appended yet; a new Session can therefore report `unavailable`.
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An injected later-step reading is:
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A later-step reading changes the first line's step number and ends with:
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```text
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Time sampled while preparing turn <turn>, step <step>: <timestamp>
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Elapsed since the preceding step context: <duration-or-unavailable>.
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```
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Their baseline is the durable event timestamp of the preceding time-context message in the same turn. If interval suppression leaves no earlier same-turn reading, the duration is `unavailable`. Duration formatting uses compact whole-second units and clamps backward wall-clock movement to zero. The explicit turn and step make every retained reading attributable to its historical preparation attempt after later turns append more context.
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That baseline is the preceding time-context event in the open turn. Missing baselines report `unavailable`; duration formatting uses compact whole-second units and clamps backward wall-clock movement to zero.
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### Durability and request reconstruction
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### Durability and reconstruction
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Each reading remains a normal surface node until compaction shadows it; positive interval scheduling never removes existing readings. A later request therefore sees the cumulative unshadowed readings that affected earlier preparation and steps, rather than a system-prompt value rewritten in place.
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An entered step appends its returned messages followed by the time reading after `step/start`, before request derivation. A later preparation failure can leave the reading in history because it records entry, not successful transmission. Each reading remains a normal surface node until compaction shadows it. A positive interval can let a later request reuse existing history without adding a fresh reading.
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The plugin contributes nothing to system-prompt assembly. `request/header` contains no time-context text; request reconstruction obtains the complete durable surface prefix at each `step/start`. Readings and requests need not map one-to-one because interval suppression can enter a request without appending a reading, while rejection or failure appends neither. The plugin depends on the agent registry for its lifecycle listener and does not require the system-prompt service at runtime.
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## Testing
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Unit and real-loop tests pin formatting, both elapsed baselines, interval omission and zero, threshold boundaries, cross-turn and per-session scheduling, backward-clock behavior, invalid config, resumed raw-event lookup after compaction, aborted-signal behavior, later-listener cancellation and failure, listener disposal, source and surface metadata, cumulative multi-step visibility, and absence from request headers. A keyless subprocess e2e boots the real Loader with the Headless composition, drives two ordered one-shot turns, and verifies the persisted plugin-attributed messages externally.
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The plugin contributes nothing to system-prompt assembly or `request/header`. Request reconstruction obtains the complete durable surface prefix at each `step/start`, so historical requests recover the exact time and browser policy the model saw.
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## Alternatives considered
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||||
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- **Keep the dynamic system-prompt section and process-local refresh cache** — rejected because replacement erases earlier readings, cache state is not replayable, and a frozen request envelope would make the value stale for an entire loop instance.
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||||
- **Replace the preceding context surface node** — rejected because replacement preserves the old node's position or shadows intervening conversation; neither represents when the new reading became visible.
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||||
- **Inject from a background timer** — rejected because idle time has no pending request to consume the value, and timer-driven injection would create durable turns solely to report time passing.
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||||
- **Expose time only through a tool** — rejected because ordinary temporal reasoning would require an avoidable tool round trip and would not guarantee a reading before every step.
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||||
- **Use `agent/session-prefix`** — rejected because one loop-instance prefix cannot represent distinct step timestamps and does not accumulate historically attributable readings.
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||||
- **Mutate assembled requests or register independent prompt variables** — rejected because request-local insertion bypasses the durable surface and separate providers can sample different instants. One attributed context message records the timestamp and elapsed baseline atomically.
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||||
- **Default to UTC or add a time-zone detection dependency** — rejected because an explicitly mounted plugin follows its process environment unless the operator selects an IANA zone, while no server-side library can infer a remote user's zone.
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||||
- **Mount the plugin in shipped compositions or place it in `core/`** — rejected because disclosure, time zone, freshness, and history cost are deployment choices for an optional context leaf, not product-spine policy.
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- **Replace a dynamic system-prompt value** — rejected because replacement erases prior readings and changes reconstructed historical requests.
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- **Persist a Session default zone** — rejected because the browser fact belongs to one prompt; travel and concurrent tabs must not mutate shared meaning or spread zone state through Session, fork, and persistence contracts.
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- **Copy the browser zone into a second context authority** — rejected because the original user-rpc source already owns it and the invariant can re-derive policy directly.
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- **Let Schedule consume the reading implicitly** — rejected because prose context is not a stable typed default and would couple an absolute-time parser to AgentLoop history. The model instead passes an explicit offset or zone.
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- **Use only the process zone** — rejected because deployment locality cannot infer a remote user's zone. It remains a display fallback when request provenance is absent or mixed.
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||||
- **Expose time only through a tool** — rejected because ordinary temporal reasoning would require an avoidable round trip and would not ensure a reading before each step.
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- **Mount time-context by default** — rejected because disclosure, freshness, and history cost remain composition policy.
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## Verification
|
||||
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Unit and real-loop tests pin timestamp formatting, unique/mixed/missing browser derivation, fallback display, both elapsed baselines, interval boundaries, cross-turn and resumed scheduling, backward-clock behavior, steering ownership, cancellation, exact snapshot validation, and request reconstruction. Host/client tests pin browser sampling plus validation and canonicalization at prompt entry. The keyless assembled Schedule Web scenario sends a real browser prompt, observes the same zone in the model request, and verifies that the model supplies it explicitly to `schedule_create`.
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||||
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||||
## Consequences
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||||
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||||
- Omission or `0` records every eligible preparation attempt; a positive interval reduces append frequency and history growth while preserving durable scheduling across resume.
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- Timing context remains append-only until compaction shadows older surface nodes, including a preparation reading left by a later cancellation or failure.
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- The first-step duration normally measures from the prompt that opened the turn, while later-step durations measure model and tool processing since the preceding step context.
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- An omitted `timeZone` still reflects the deployment process rather than a remote user, and elapsed time still uses durable harness append boundaries rather than client-origin timestamps. Supporting client-origin time requires a separate durable input contract.
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- Browser-zone meaning is request-local and durable without changing Session, fork, JSONL, or SQLite schemas.
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- The model receives the requested browser-local assumption on each Schedule Web request step; mixed or missing provenance asks instead of guessing.
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- Tools remain explicit: context helps the model choose fields but does not become a hidden package-seam default.
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- Timing context remains append-only until compaction; a positive interval reduces history growth but can omit fresh browser guidance on later requests.
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@@ -8,62 +8,67 @@ Status: implemented
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仅存在于请求中的时钟可以告诉模型当前时间,但在系统提示词中替换这个值会移除先前对时间敏感的推理所依据的证据。在包含多个步骤的轮次中,请求需要保留先前步骤使用的读数。系统必须能在重启后重建请求,自动压缩(compaction)也必须将模型实际收到的同一份时间上下文纳入考量。
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||||
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||||
进程本地刷新缓存会使显示时间依赖于一种既无法在恢复后保留、也无法从持久会话重建的状态。持久的间隔调度可以减少追加频率,而不引入这种隐藏状态。
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||||
进程本地刷新缓存会使显示时间依赖于无法在恢复后保留的状态。来自浏览器的自然语言也需要归属于请求的时区:服务端进程时区无法推断用户所在地,而可变的会话或连接默认值会让旅行或并发标签页重新解释另一条提示词。
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||||
## 决策
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||||
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||||
`@deepseek-ai/dsh-time-context` 是位于 `packages/context/time-context/`、需要显式启用的函数插件。`context/` 分组容纳有界的请求上下文增强,这些增强既不定义工具也不定义服务;已交付示例不挂载此插件,因为时区披露与 token 成本属于部署策略。它注册一个前置的 `agent/pre-step` 监听器;当应生成读数且下游决策为进入时,返回一条额外的 `UserMessage`。该消息携带来源 `{ kind: 'plugin', plugin: 'time-context' }`;被抑制、被拒绝或失败的尝试不会追加任何内容。
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||||
`@deepseek-ai/dsh-time-context` 是位于 `packages/context/time-context/`、需要显式启用的函数插件。默认组合不启用其披露内容与 token 成本;Schedule Web overlay 会挂载它,使模型能够按附加到当前请求的浏览器时区解释未明确限定时区的日期和时间。
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||||
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||||
监听器在 `step/start` 之前采样,并仅在最终决定进入时确定该读数。AgentLoop 会在 `step/start` 之后、请求派生之前记录它。因此,下游拒绝或失败会阻止读数进入持久历史。
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该插件会前置一个 `agent/pre-step` 监听器,并先行委托下游。当下游决策进入步骤且需要生成读数时,插件会把该决策的最终消息与开放轮次中已有的持久用户消息合并,从确切的 user-rpc 来源派生浏览器时区来源信息,并向该决策追加一条读数。决策被拒绝、监听器失败或信号已经中止时,不会记录任何内容。在当前批次之后被认领的 steering(中途引导)仍归属于普通的下一步骤,并在该步骤进入时获得新读数。
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||||
|
||||
省略可选配置 `timeZone` 时,插件在加载时解析一次 Node 进程的 IANA 时区;显式值由 `Intl.DateTimeFormat` 校验。时间戳包含数字 UTC 偏移和解析后的 IANA 时区。
|
||||
每条 Web 提示词都会采样浏览器的 IANA 时区。Host 校验并规范化该值,再将其绑定到确切的持久用户消息来源。开放轮次中唯一一个时区可解析请求;多个时区会产生排序后的 `mixed` 结果;没有时区则为 `unavailable`。解析成功的请求会告诉模型,把未限定时区的日期和时间解释为该时区。来源信息混杂或不可用时,模型会收到要求用户澄清的指令。
|
||||
|
||||
插件在加载时手动校验可选配置 `refreshIntervalMs`,其值必须为非负安全整数。省略或设为 `0` 时,每次符合条件的准备尝试都会注入。设为正数时,插件扫描原始会话事件,查找来源属于本插件的最新 `user/message`;不存在此类事件、系统挂钟向后移动,或该事件已达到配置时长时,插件执行注入。即使压缩已隐藏消息,调度仍以原始事件时间戳为准,因此该机制无需计时器或进程本地缓存,也能跨轮次和进程恢复持续生效。
|
||||
这种与消息绑定的来源信息不会复制到 `SessionHeader`、连接默认值或 Schedule 状态。Time-context 只负责模型指导。接受本地日历字段的工具仍必须自行定义显式边界;因此 Schedule 要求 `time_zone`,而不是导入该插件的读数([决策](../simplification/2026-08-09-explicit-schedule-time-zone.md))。
|
||||
|
||||
解析后的浏览器时区也用于格式化读数中的时间戳。请求来源信息混杂或不可用时,使用配置的 `timeZone` 回退值;如果省略该配置,则使用插件加载时解析一次的 Node 进程时区,同时仍保留要求澄清的策略。每个回退值都经 `Intl.DateTimeFormat` 校验。
|
||||
|
||||
每个读数都使用确切的快照来源 `{ kind: 'plugin', plugin: 'time-context', form: 'snapshot', sections: [{ name: 'time-context', text: <same text> }] }`。不变式配套模块会校验快照形状,从原始 user-rpc 消息重新派生当前轮次的浏览器来源信息,并校验渲染的时间戳时区与经过时长基线。
|
||||
|
||||
可选配置 `refreshIntervalMs` 必须是非负安全整数。省略或设为 `0` 时,每个符合条件且已进入的步骤都会注入。设为正数时,插件会扫描原始会话事件,查找最新的插件读数;不存在读数、挂钟时间倒退或事件已达到相应时长时执行注入。事件时间戳在压缩和恢复后仍是判断依据,无需进程本地缓存。Schedule Web overlay 会省略该间隔,使每个请求步骤都获得当前浏览器时区指导。
|
||||
|
||||
### 文本与时长基线
|
||||
|
||||
第一个步骤的注入读数为:
|
||||
已解析的第一步读数为:
|
||||
|
||||
```text
|
||||
Time sampled while preparing turn <turn>, step 1: <timestamp>
|
||||
Time sampled while preparing turn <turn>, step 1: <timestamp-in-browser-zone>
|
||||
Browser time zone for this request: <iana-zone>. Interpret otherwise-unqualified dates and times in this zone.
|
||||
Elapsed since the preceding model-visible message: <duration-or-unavailable>.
|
||||
```
|
||||
|
||||
基线是前一条用户消息、助手消息、工具结果或 steering(中途引导)消息。对于普通消息轮次,这包括开启轮次的已接受提示词。如果不存在模型可见消息,时长为 `unavailable`。
|
||||
混杂和不可用的变体会把第二行替换为要求澄清的指令。基线是最新一条在其之前持久化的用户、助手或工具结果消息。为该步骤拟议的提示词尚未追加,因此新会话可能报告 `unavailable`。
|
||||
|
||||
后续步骤的注入读数为:
|
||||
后续步骤读数会改变第一行的步骤号,并以下行结束:
|
||||
|
||||
```text
|
||||
Time sampled while preparing turn <turn>, step <step>: <timestamp>
|
||||
Elapsed since the preceding step context: <duration-or-unavailable>.
|
||||
```
|
||||
|
||||
其基线是同一轮次中上一条时间上下文消息的持久事件时间戳。如果间隔抑制导致同一轮次中没有更早的读数,时长为 `unavailable`。时长采用紧凑的整秒单位,并在系统挂钟向后移动时钳制为零。显式的轮次号和步骤号使每个保留的读数在后续轮次追加更多上下文后,仍可归属于对应的历史准备尝试。
|
||||
其基线是开放轮次中的前一个 time-context 事件。缺少基线时报告 `unavailable`;时长采用紧凑的整秒单位,并在挂钟时间倒退时限制为零。
|
||||
|
||||
### 持久性与请求重建
|
||||
### 持久性与重建
|
||||
|
||||
每个读数都作为普通表层节点保留,直至压缩将其隐藏;正数间隔调度绝不会移除已有读数。因此,后续请求会看到影响先前准备过程和步骤且尚未被隐藏的累计读数,而不是一个被原地改写的系统提示词值。
|
||||
已进入的步骤会在 `step/start` 之后、请求派生之前,先追加其返回消息,再追加时间读数。后续准备失败时,读数可能留在历史中,因为它记录的是步骤进入,而不是成功传输。每个读数都作为普通表层节点保留,直至压缩将其遮蔽。正数间隔可以让后续请求复用现有历史,而不添加新读数。
|
||||
|
||||
插件不向系统提示词组装贡献任何内容。`request/header` 不包含时间上下文文本;请求重建从每个 `step/start` 取得完整的持久表层前缀。读数与请求无需一一对应,因为间隔抑制可以让请求进入步骤而不追加读数,拒绝或失败则两者都不追加。插件通过 agent 注册表使用生命周期监听器,运行时不需要系统提示词服务。
|
||||
插件不向系统提示词组装或 `request/header` 贡献任何内容。请求重建会在每个 `step/start` 取得完整的持久表层前缀,因此历史请求可以还原模型看到的确切时间与浏览器策略。
|
||||
|
||||
## 测试
|
||||
## 已考虑的替代方案
|
||||
|
||||
单元测试和真实 agent loop(智能体循环)测试固定格式化、两种时长基线、间隔省略和零值、阈值边界、跨轮次和各会话独立调度、挂钟后退行为、无效配置、压缩后基于恢复会话的原始事件查找、已中止信号行为、后续监听器取消和失败、监听器 dispose(资源释放)、来源与表层元数据、多步骤累计可见性,以及请求头中不存在时间上下文。无密钥子进程 e2e 测试使用 Headless 组合启动真实 loader,依次驱动两个单次任务轮次,并从外部校验持久化且来源归属于插件的消息。
|
||||
- **替换动态系统提示词值**:不予采纳,因为替换会抹去先前读数,并改变重建后的历史请求。
|
||||
- **持久化会话默认时区**:不予采纳,因为浏览器事实只属于一条提示词;旅行与并发标签页不得修改共享含义,也不得把时区状态扩散到会话、fork 与持久化约定中。
|
||||
- **把浏览器时区复制到第二个上下文权威**:不予采纳,因为原始 user-rpc 来源已经拥有该值,不变式可以直接重新派生策略。
|
||||
- **让 Schedule 隐式消费读数**:不予采纳,因为自然语言上下文不是稳定的类型化默认值,而且这会把绝对时间解析器耦合到 AgentLoop 历史。模型会改为传入显式偏移量或时区。
|
||||
- **只使用进程时区**:不予采纳,因为部署所在地无法推断远程用户的时区。请求来源信息缺失或混杂时,它仍可作为显示回退值。
|
||||
- **只通过工具提供时间**:不予采纳,因为普通时间推理会产生本可避免的往返,也无法确保每个步骤之前都有读数。
|
||||
- **默认挂载 time-context**:不予采纳,因为披露内容、新鲜度与历史成本仍属于组合策略。
|
||||
|
||||
## 考虑过的替代方案
|
||||
## 验证
|
||||
|
||||
- **保留动态系统提示词区段和进程本地刷新缓存**——不予采纳,因为替换会抹去先前读数,缓存状态无法回放,而且冻结的请求内容集合会使该值在整个 agent loop 实例期间保持陈旧。
|
||||
- **替换前一条上下文表层节点**——不予采纳,因为替换会保留旧节点的位置或隐藏中间的会话内容;两者都不能表达新读数何时开始可见。
|
||||
- **通过后台计时器注入**——不予采纳,因为空闲期间没有待处理请求消费该值,而且计时器驱动的注入会仅为报告时间流逝而创建持久轮次。
|
||||
- **只通过工具提供时间**——不予采纳,因为普通时间推理会产生本可避免的工具往返,也不能保证每个步骤之前都有读数。
|
||||
- **使用 `agent/session-prefix`**——不予采纳,因为一个 loop 实例前缀无法表示不同的步骤时间戳,也不会累计具有历史归属的读数。
|
||||
- **修改已组装的请求或注册独立提示词变量**——不予采纳,因为请求内插入会绕过持久表层,不同提供方也可能在不同时间采样。一条带来源归属的上下文消息会原子地记录时间戳和时长基线。
|
||||
- **默认使用 UTC 或增加时区检测依赖**——不予采纳,因为显式挂载的插件默认遵循其进程环境,除非操作方选择 IANA 时区,而任何服务端库都无法推断远程用户的时区。
|
||||
- **在已交付组合中挂载插件,或把它放进 `core/`**——不予采纳,因为披露内容、时区、新鲜度和历史成本是可选上下文叶节点的部署选择,不是产品主干策略。
|
||||
单元测试和真实 agent loop(智能体循环)测试固定时间戳格式化、唯一/混杂/缺失浏览器时区的派生、回退显示、两种经过时长基线、间隔边界、跨轮次与恢复后的调度、挂钟倒退行为、steering 归属、取消、精确快照校验和请求重建。Host/client 测试固定浏览器采样,以及提示词进入时的校验与规范化。无密钥的组装 Schedule Web 场景发送一条真实浏览器提示词,在模型请求中观察到同一时区,并验证模型把该时区显式传给 `schedule_create`。
|
||||
|
||||
## 后果
|
||||
|
||||
- 省略 `refreshIntervalMs` 或设为 `0` 时,每次符合条件的准备尝试都会留下记录;正数间隔会减少追加频率和历史增长,同时使持久调度在恢复后继续生效。
|
||||
- 时间上下文仅追加并保留到压缩隐藏旧表层节点为止,其中也包括后续取消或失败所留下的准备读数。
|
||||
- 第一个步骤的时长通常从开启轮次的提示词起算,后续步骤的时长则反映自上一条步骤上下文以来的模型与工具处理时间。
|
||||
- 省略 `timeZone` 时仍采用部署进程而非远程用户的时区,时长仍采用 harness 的持久追加边界而非客户端来源时间戳。若要支持客户端来源的时间,需要另行建立持久输入约定。
|
||||
- 浏览器时区含义归属于请求并可持久重建,无需更改会话、fork、JSONL 或 SQLite schema。
|
||||
- 模型在每个 Schedule Web 请求步骤中都会收到所请求的浏览器本地假设;来源信息混杂或缺失时会询问,而不是猜测。
|
||||
- 工具仍保持显式边界:上下文帮助模型选择字段,但不会成为包 seam 上隐藏的默认值。
|
||||
- 时间上下文仅追加并保留到压缩为止;正数间隔会减少历史增长,但也可能使后续请求缺少新的浏览器时区指导。
|
||||
|
||||
@@ -0,0 +1,6 @@
|
||||
# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each
|
||||
# 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 .agents/notes/implemented/feature/2026-08-05-durable-web-schedule.md
|
||||
2026-08-05-durable-web-schedule.md: 689a9c985eb8c732740aa127a1fcf4c5107e5ae5
|
||||
2026-08-05-durable-web-schedule.zh.md: 070bf866ca38693db03609c93dc349ac2c110160
|
||||
@@ -0,0 +1,86 @@
|
||||
# Agent Note: Durable Session-local reminders
|
||||
|
||||
Status: implemented
|
||||
|
||||
English | [中文](2026-08-05-durable-web-schedule.zh.md)
|
||||
|
||||
## Problem
|
||||
|
||||
A reminder created inside a conversation must remain attributable to that exact Session and survive a process restart. A process-local timer or inbox item cannot provide that durability, while a global scheduler or private database introduces a second identity, persistence, and lifecycle system.
|
||||
|
||||
Busy Agents, long waits, wall-clock changes, cold Sessions, forks, persistence failures, absolute calendar input, and teardown make a simple timeout insufficient. The design must distinguish a durable record from its disposable live wait, keep a fork from inheriting its parent's active reminders, and avoid spreading Schedule-specific presentation or time-zone state across unrelated components.
|
||||
|
||||
## Decision
|
||||
|
||||
The [`examples/web-schedule`](../../../../examples/web-schedule/README.md) overlay explicitly loads `@deepseek-ai/dsh-time-context` and `@deepseek-ai/dsh-tool-schedule`; the default Web tree remains unchanged. Schedule observes only root Agents published after the plugin loads and installs its three tools plus one disposable owner in that Agent scope. Cold history reads, already-published roots, child Agents, and other hosts do not activate it.
|
||||
|
||||
The user-visible boundary is `session-local`: the original Session runs an on-time reminder only while live, does no external notification while cold, and processes an overdue reminder after it becomes live again. Due work waits until the Agent is fully idle, then enters the ordinary next-turn queue through `followup()`; it never steers the current turn and has no independent Web receipt ([conversational delivery](../simplification/2026-08-09-conversational-schedule-delivery.md)).
|
||||
|
||||
| Scenario | Durable fact | Live behavior | User-visible result |
|
||||
| --- | --- | --- | --- |
|
||||
| Create and manage | `schedule/change` create/delete in the original Session | Agent-scoped tools checkpoint before reads and after mutations | Stable id, UTC target, state, and `session-local` disclosure |
|
||||
| Due while busy | Active create remains in the fold | Owner waits for idle maintenance, queues one follow-up, then appends dispatch | A later ordinary conversation turn |
|
||||
| Several Every records are overdue | Each active record retains its earliest unaccepted anchor-aligned target | One decision selects each record's latest occurrence and advances it past now | One ordinary follow-up containing one occurrence per record |
|
||||
| Process stopped or Session cold | Active create remains persisted | No timer or background scan; resume rebuilds the owner | Future target waits; overdue target is attempted |
|
||||
| Fork | Parent events remain in the inherited prefix | Child fold starts at `seedLength` | Parent work does not become active in the child |
|
||||
|
||||
### Session-log authority and tools
|
||||
|
||||
The version-1 `schedule/change` stream is the only durable Schedule authority. A create record owns a Session-local, non-reused branded id, the trimmed prompt, its rule discriminator, and UTC target. Delete and one-shot dispatch are terminal transitions. Every dispatch stores its id and decision time so the fold advances that record directly past missed occurrences. The strict decoder and pure fold reject unknown versions, extra fields, reused ids, mismatched dispatch shapes, and transitions against inactive records. A normal Session folds its complete stream; a fork folds only events at or after `SessionHeader.seedLength`.
|
||||
|
||||
The current rule union accepts a non-empty prompt and exactly one selector. `after_seconds` is a positive safe-integer delay whose record is `{ id, kind: 'after', prompt, afterSeconds, scheduledAt }`. `at` is either strict RFC 3339 with `Z` or a numeric offset, or structured `{ date, time, time_zone }` with an explicit zone; its record is `{ id, kind: 'at', prompt, scheduledAt }`. `every_seconds` is a safe integer of at least 300 whose `{ id, kind: 'every', prompt, everySeconds, scheduledAt }` record stays aligned to its creation-plus-interval sequence. One-shot dispatch stores only the id; Every dispatch stores `id + acceptedAt`. Tool values derive `scheduled` or `overdue` and include `deliveryMode: 'session-local'`.
|
||||
|
||||
An Agent-scoped FIFO serializes management transactions and the live owner's due transaction from preflight through post-append barriers. Every tool read first awaits `ctx.sessions.flush(session)`. Create rejects input-shape failures before the FIFO when possible, preflights, allocates an id, appends, and checkpoints again. Delete validates its id before the FIFO, preflights before deciding whether it is active, and checkpoints again only after append. List and not-found delete never answer from an unconfirmed live suffix. Failed barriers return `persistence_uncertain` rather than guessing whether an eager write committed.
|
||||
|
||||
Every successful management preflight asks the live owner to recompute. A later list can therefore confirm a retained create after a previous post-append rejection and arm it without a private persistence-retry timer.
|
||||
|
||||
### Explicit absolute-time boundary
|
||||
|
||||
Natural-language interpretation and Schedule parsing are deliberately separate ([time-zone simplification](../simplification/2026-08-09-explicit-schedule-time-zone.md)). Each browser prompt carries its Host-validated IANA zone only on that durable user message. Time-context tells the model to assume that zone for otherwise-unqualified dates and times. Schedule neither imports that plugin nor stores a Session zone: the model must turn its interpretation into an offset-bearing RFC 3339 value or a local object with explicit `time_zone`.
|
||||
|
||||
Schedule validates exact calendar shapes, offsets, zone names, and a strictly future four-digit-year instant. A local time inside a daylight-saving gap is rejected; an overlap chooses its first, earlier instant. A successful create stores only canonical UTC `scheduledAt`, not the original offset, local fields, or zone.
|
||||
|
||||
### Bounded fixed-rate semantics
|
||||
|
||||
Every is a fixed-duration interval, not a calendar rule. The first target is creation time plus the interval. At a due decision, integer division selects the latest sequence point at or before the sampled wall clock and the first sequence point after it. The selected occurrence is presented once and the record advances directly to the future target, so a cold Session never accumulates a replay backlog and delayed model work never shifts the sequence.
|
||||
|
||||
All distinct overdue Every records participate in one batch, each with one latest occurrence and one shared `acceptedAt`. There is no cross-record cooldown, gate, quota, or retained batch timestamp. A five-minute minimum bounds wake and model-request frequency. If the next sequence point would exceed the four-digit-year storage range, dispatch terminates that record.
|
||||
|
||||
Calendar and Cron expressions are deliberately absent ([bounded recurrence simplification](../simplification/2026-08-09-bounded-fixed-rate-schedule.md)); supporting them would add a time-zone-sensitive calendar language, evaluator dependency, validation surface, and tzdata replay policy unrelated to fixed-rate reminders.
|
||||
|
||||
### Live delivery lifecycle
|
||||
|
||||
The Agent-scoped owner derives its earliest target from the durable fold. Long targets use bounded timer segments, and every wake reads the wall clock again, so a rollback cannot fire early and a forward jump becomes overdue. Due one-shots have priority and are admitted one at a time; otherwise every overdue Every record enters one batch in target and creation order. If a turn or maintenance task owns the Agent, `runMaintenance()` rejects the claim; the records stay active and one `whenIdle()` wait triggers another attempt. A rejected preflight or contained framing/enqueue failure also leaves them active without starting a private retry timer.
|
||||
|
||||
The accepted path clears pending persistence and claims the true idle phase. It refolds the exact Session suffix, samples the decision clock, constructs fixed reminder framing with JSON-escaped values, synchronously queues one `followup()`, and appends dispatch before releasing maintenance. A one-shot appends an id-only terminal dispatch. A fixed-rate batch appends one `id + acceptedAt` transition per participating record. Waking input remains parked until release, so the message cannot be claimed before dispatch enters the log; afterward the owner checkpoints dispatch.
|
||||
|
||||
Dispatch records queue admission, not model completion or user receipt. Framing or synchronous enqueue failure appends no dispatch. An append failure faults that owner because the message may already be queued. Agent or plugin disposal cancels timers, stops new work, unwinds tool registrations, and awaits in-flight work without deleting durable records. A crash after follow-up admission but before durable dispatch can repeat the reminder after recovery; the design makes no exactly-once promise.
|
||||
|
||||
## Alternatives considered
|
||||
|
||||
**Use `ctx.tasks`.** Tasks own process-local work, outcomes, and notifications rather than Session-log state and conversation follow-ups.
|
||||
|
||||
**Store reminders in a private database or global scheduler.** This could run cold Sessions but requires a second identity map, startup scan, ownership lease, crash protocol, and notification policy.
|
||||
|
||||
**Persist a Session time zone and infer local `at`.** This spreads one interpretive default through Session core, Host create/fork, persistence formats, clients, and mismatch recovery. Request-local model guidance plus an explicit tool boundary deletes that coupling.
|
||||
|
||||
**Keep an independent durable Web receipt.** Dispatch is an internal queue fact, not the user's reminder. Rendering the ordinary assistant answer avoids a second delivery meaning and removes Schedule code from Host and client layers.
|
||||
|
||||
**Add a general recurring-rule engine.** Fixed-duration intervals need only anchor arithmetic. A shared recurrence abstraction, global admission gate, and calendar evaluator would enlarge replay and runtime state without serving the retained product behavior.
|
||||
|
||||
**Claim dispatch before `followup()` or add exactly-once fencing.** Claim-first can silently lose a reminder when enqueue fails. Cross-process exactly-once needs a lease, outbox, acknowledgement, and downstream idempotency boundary outside this Session-local scope.
|
||||
|
||||
**Adopt existing roots or register global tools.** Late adoption makes plugin load order activate unseen timers and exposes tools outside the supported root composition.
|
||||
|
||||
## Verification
|
||||
|
||||
Package tests pin strict replay, one-shot and Every transitions, creation-anchor arithmetic, latest-only catch-up, multi-record batching, fork suffixes, id reuse, offset and local-calendar profiles, IANA validation, daylight-saving gaps and overlaps, time bounds, timer segmentation, wall-clock movement, overdue admission, fixed framing, enqueue and append failures, barrier recovery, registration rollback, and quiescent disposal at per-file 100% coverage. A property test compares Every calculation and replay across varied intervals and skipped spans. A production JSONL restart test proves one overdue reminder dispatches through the real Agent lifecycle and does not redispatch after another restart. Host/client tests pin browser-zone sampling and prompt-bound validation. Keyless assembled Web scenarios cover browser-local At and an overdue two-record Every batch through ordinary assistant follow-ups with no receipt UI.
|
||||
|
||||
## Consequences
|
||||
|
||||
- Reminder state survives restart through ordinary Session persistence without a new database or public service.
|
||||
- Cold Sessions do no work and send no external notification; reopening one may deliver overdue work.
|
||||
- Absolute input is deterministic without persistent Session-zone state or a dependency from Schedule to time-context.
|
||||
- Users see normal conversation output; dispatch never overstates model success or acknowledgement.
|
||||
- Each live root adds only fold-derived timers, an optional idle wait, and one in-flight operation.
|
||||
- Fixed-rate recurrence is bounded by a five-minute minimum, latest-only catch-up, and one batched occurrence per overdue record; calendar recurrence remains outside this product boundary.
|
||||
@@ -0,0 +1,86 @@
|
||||
# Agent Note: 持久、仅限 Session 内的提醒
|
||||
|
||||
Status: implemented
|
||||
|
||||
[English](2026-08-05-durable-web-schedule.md) | 中文
|
||||
|
||||
## 问题
|
||||
|
||||
在对话中创建的提醒必须始终归属于确切的那个 Session,并且跨进程重启存活。进程本地 timer 或 inbox 项无法提供这种持久性,而全局 scheduler 或私有数据库又会引入第二套身份、持久化和生命周期系统。
|
||||
|
||||
繁忙的 Agent(智能体)、长等待、墙钟变化、cold Session、fork、持久化失败、绝对日历输入和资源释放,使简单 timeout 无法满足要求。设计必须区分持久记录与可丢弃的 live wait,阻止 fork 继承父 Session 的活动提醒,并避免把 Schedule 专属的呈现或时区状态扩散到无关组件。
|
||||
|
||||
## 决策
|
||||
|
||||
[`examples/web-schedule`](../../../../examples/web-schedule/README.md) overlay 显式加载 `@deepseek-ai/dsh-time-context` 与 `@deepseek-ai/dsh-tool-schedule`;默认 Web 配置树保持不变。Schedule 只观察插件加载后发布的根 Agent,并在该 Agent scope 中安装三个工具和一个可丢弃 owner。cold history 读取、已发布的根、child Agent 与其他 host 都不会激活它。
|
||||
|
||||
用户可见边界是 `session-local`:原 Session 只有在 live 时才会准时运行提醒,cold 期间不发送任何外部通知;该 Session 再次 live 后才会处理 overdue 提醒。到期工作会等待 Agent 完全 idle,再通过 `followup()` 进入普通的下一轮队列;它绝不会中途引导当前轮次,也没有独立 Web 回执([对话式交付](../simplification/2026-08-09-conversational-schedule-delivery.md))。
|
||||
|
||||
| 场景 | 持久事实 | live 行为 | 用户可见结果 |
|
||||
| --- | --- | --- | --- |
|
||||
| 创建与管理 | 原 Session 中的 `schedule/change` create/delete | Agent-scoped 工具在读取前、变更后执行 checkpoint | 稳定 id、UTC 目标、状态与 `session-local` 说明 |
|
||||
| 到期时繁忙 | 活动 create 仍在 fold 中 | owner 等待 idle maintenance,排入一个 follow-up,再追加 dispatch | 后续一个普通对话轮次 |
|
||||
| 多条 Every 记录逾期 | 每条活动记录都保留最早一个尚未接受且与锚点对齐的目标 | 一次决策选择每条记录的最新发生时点,并将其推进到当前时刻之后 | 一个普通 follow-up,其中每条记录各有一个发生时点 |
|
||||
| 进程停止或 Session cold | 活动 create 仍在 persistence 中 | 不存在 timer 或后台扫描;resume 重建 owner | 未来目标继续等待;overdue 目标会被尝试 |
|
||||
| fork | 父 event 留在继承前缀 | child fold 从 `seedLength` 开始 | 父工作不会在 child 中变为活动状态 |
|
||||
|
||||
### Session 日志权威与工具
|
||||
|
||||
版本 1 `schedule/change` stream 是唯一持久的 Schedule 权威。create 记录拥有一个 Session 内不复用的品牌 id、trim 后的提示词、规则判别字段和 UTC 目标。delete 与一次性 dispatch 是终结转换。Every dispatch 会存储 id 与决策时点,使 fold 将该记录直接推进到错过的发生时点之后。严格 decoder 与纯 fold 会拒绝未知版本、额外字段、重复使用的 id、形状不匹配的 dispatch,以及针对非活动记录的转换。普通 Session 折叠完整 stream;fork 只折叠 `SessionHeader.seedLength` 位置及其后的 event。
|
||||
|
||||
当前规则 union 接受非空提示词和恰好一个 selector。`after_seconds` 是正的安全整数 delay,其记录为 `{ id, kind: 'after', prompt, afterSeconds, scheduledAt }`。`at` 可以是带 `Z` 或数值偏移量且严格符合 RFC 3339 的值,也可以是带显式时区的结构化 `{ date, time, time_zone }`;其记录为 `{ id, kind: 'at', prompt, scheduledAt }`。`every_seconds` 是不小于 300 的安全整数,其 `{ id, kind: 'every', prompt, everySeconds, scheduledAt }` 记录始终与从创建时刻加一个间隔开始的序列对齐。一次性 dispatch 只存储 id;Every dispatch 存储 `id + acceptedAt`。工具值派生 `scheduled` 或 `overdue`,并包含 `deliveryMode: 'session-local'`。
|
||||
|
||||
一个 Agent-scoped FIFO 会将管理事务与 live owner 的到期事务从 preflight 到 post-append barrier 全程串行化。每项工具读取都会先等待 `ctx.sessions.flush(session)`。create 会尽可能在进入 FIFO 前拒绝输入形状错误,随后执行 preflight、分配 id、追加记录并再次 checkpoint。delete 会在进入 FIFO 前验证 id,在判断其是否活动前执行 preflight,并且只在追加后再次 checkpoint。list 与 not-found delete 绝不会根据未经确认的 live 后缀作答。barrier 失败会返回 `persistence_uncertain`,而不是猜测 eager write 是否已经提交。
|
||||
|
||||
每次成功的管理 preflight 也会要求 live owner 重新计算。因此,如果先前的 post-append 被拒绝,后续 list 可以确认保留的 create 并将其 arm,而无需私有的 persistence 重试 timer。
|
||||
|
||||
### 显式绝对时间边界
|
||||
|
||||
自然语言解释与 Schedule 解析被有意分开([时区简化](../simplification/2026-08-09-explicit-schedule-time-zone.md))。每条浏览器提示词只在其对应的持久 user message 上携带由 Host 校验过的 IANA 时区。Time-context 会告诉模型,把未明确限定时区的日期和时间解释为该时区。Schedule 既不导入该插件,也不存储 Session 时区:模型必须把其解释结果转换为带偏移量的 RFC 3339 值,或带显式 `time_zone` 的本地对象。
|
||||
|
||||
Schedule 会校验精确的日历形状、偏移量、时区名称,以及一个严格位于未来、年份为四位数的时点。落在夏令时缺口内的本地时间会被拒绝;遇到重叠时会选择第一次出现的较早时点。创建成功后只存储规范化后的 UTC `scheduledAt`,不会存储原始偏移量、本地字段或时区。
|
||||
|
||||
### 有界固定速率语义
|
||||
|
||||
Every 是固定时长间隔,而不是日历规则。第一个目标是创建时刻加上一个间隔。作出到期决策时,整数除法会选出不晚于所采样墙钟的最新序列点,以及其后的第一个序列点。选中的发生时点只呈现一次,记录会直接推进到未来目标,因此 cold Session 绝不会积累回放任务,延迟执行的模型工作也绝不会使该序列漂移。
|
||||
|
||||
所有不同的逾期 Every 记录都会参与同一个批次,每条记录各自提供一个最新发生时点,并共享同一个 `acceptedAt`。系统不存在跨记录的冷却、门控、配额或保留的批次时间戳。至少 5 分钟的限制约束了唤醒与模型请求频率。如果下一个序列点会超出四位年份存储范围,dispatch 会终结该记录。
|
||||
|
||||
日历表达式与 Cron 表达式被有意排除([有界周期性简化](../simplification/2026-08-09-bounded-fixed-rate-schedule.md));支持这些表达式需要增加时区敏感的日历语言、求值器依赖、校验范围和 tzdata 回放策略,而这些都与固定速率提醒无关。
|
||||
|
||||
### Live 交付生命周期
|
||||
|
||||
Agent-scoped owner 从持久 fold 派生最早目标。超长目标使用有界 timer 分段,每次 wake 都会重新读取墙钟,因此回拨不会提前触发,前跳则会形成 overdue。已到期的一次性提醒优先,每次准入一条;否则,所有逾期 Every 记录会按目标时间和创建顺序进入同一个批次。如果 Agent 已被某个轮次或另一项 maintenance task 占用,`runMaintenance()` 会拒绝此次认领;这些记录保持活动,并由一次 `whenIdle()` wait 触发另一次尝试。被拒绝的 preflight 或被收容的 framing/入队失败同样会使其保持活动,但不会启动私有重试 timer。
|
||||
|
||||
获得准入的路径会刷新所有 pending persistence 并认领真正的 idle phase。它会重新折叠确切的 Session 后缀、采样 decision clock、用经过 JSON 转义的值构造固定提醒 framing、同步排入一个 `followup()`,并在释放 maintenance 前追加 dispatch。一次性提醒会追加只含 id 的终结 dispatch。固定速率批次会为每条参与记录追加一个 `id + acceptedAt` 转换。触发唤醒的 input 会保持 parked,直到 maintenance 释放,因此在 dispatch 进入日志前,消息不会被认领;随后 owner 会为 dispatch 执行 checkpoint。
|
||||
|
||||
dispatch 记录的是队列准入,而不是模型完成或用户收到提醒。framing 构造或同步入队失败不会追加 dispatch。append 失败会使该 owner fault,因为消息可能已经入队。Agent 或插件 dispose 会取消 timer、停止新工作、撤销工具注册,并等待进行中的工作,且不会删除持久记录。follow-up 获得准入后、持久 dispatch 前发生崩溃,可能使提醒在恢复后重复;本设计不作 exactly-once 承诺。
|
||||
|
||||
## 已考虑的替代方案
|
||||
|
||||
**使用 `ctx.tasks`。** Task 拥有进程本地工作、结果和通知,而不是 Session 日志状态和对话 follow-up。
|
||||
|
||||
**把提醒存入私有数据库或全局 scheduler。** 这样可以运行 cold Session,却需要第二套身份映射、启动扫描、ownership lease、崩溃协议和通知策略。
|
||||
|
||||
**持久化 Session 时区并推断本地 `at`。** 这会让一个解释默认值扩散到 Session core、Host create/fork、持久化格式、client 和不匹配恢复中。请求本地的模型指导与显式工具边界消除了这种耦合。
|
||||
|
||||
**保留独立的持久 Web 回执。** dispatch 是内部队列事实,而不是用户的提醒。渲染普通 assistant 回答既避免了第二种交付含义,也从 Host 与 client 层移除了 Schedule 代码。
|
||||
|
||||
**增加通用周期规则引擎。** 固定时长间隔只需要锚点运算。共享的周期抽象、全局准入门控和日历求值器会扩大回放与运行时状态,却不能服务于保留的产品行为。
|
||||
|
||||
**在 `followup()` 前认领 dispatch,或增加 exactly-once fencing。** claim-first 会在入队失败时静默丢失提醒。跨进程 exactly-once 需要 lease、outbox、acknowledgement 与下游幂等边界,超出了此 Session-local 范围。
|
||||
|
||||
**接管既有根或注册全局工具。** 晚接管会让插件加载顺序激活不可见的 timer,并把工具暴露到受支持的根组合之外。
|
||||
|
||||
## 验证
|
||||
|
||||
包测试以逐文件 100% coverage 固定严格回放、一次性与 Every 状态转换、创建锚点运算、只追赶最新一次、多记录批处理、fork 后缀、id 复用、偏移量与本地日历 profile、IANA 校验、夏令时缺口与重叠、时间边界、timer 分段、墙钟变化、overdue 准入、固定 framing、入队与 append 失败、barrier 恢复、注册 rollback 和完全停稳的 dispose。属性测试会在不同间隔与跳过跨度下比较 Every 计算与回放。production JSONL restart 测试证明一条 overdue 提醒会经过真实 Agent 生命周期 dispatch,并且再次 restart 后不会重复 dispatch。Host/client 测试固定浏览器时区采样与绑定到提示词的校验。无密钥组装 Web 场景覆盖浏览器本地 At,以及通过普通 assistant follow-up 交付的逾期双记录 Every 批次,两者都没有回执 UI。
|
||||
|
||||
## 后果
|
||||
|
||||
- 提醒状态通过普通 Session persistence 跨重启存活,无需新数据库或公开 service。
|
||||
- cold Session 不工作、不发送外部通知;重新打开后可能交付 overdue 工作。
|
||||
- 无需持久 Session 时区状态或从 Schedule 到 time-context 的依赖,绝对时间输入仍然具有确定性。
|
||||
- 用户看到普通对话输出;dispatch 绝不会夸大模型成功或 acknowledgement。
|
||||
- 每个 live 根只增加从 fold 派生的 timer、可选 idle wait 与一个 in-flight operation。
|
||||
- 固定速率周期性受到至少 5 分钟、只追赶最新一次,以及每条逾期记录只在一个批次中贡献一个发生时点的约束;日历周期性仍在此产品边界之外。
|
||||
Reference in New Issue
Block a user