docs: make routine translation lightweight

.agents/notes/implemented/process/2026-07-02-bilingual-docs-and-pairing-gate.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 .agents/notes/implemented/process/2026-07-02-bilingual-docs-and-pairing-gate.md
-2026-07-02-bilingual-docs-and-pairing-gate.md: 9e6611aa8391e1478603bedb7d2b96fdd9a8bad2
-2026-07-02-bilingual-docs-and-pairing-gate.zh.md: 654d265f3e8b396e23a49fd53e522826a7adb2ff
+2026-07-02-bilingual-docs-and-pairing-gate.md: d516c422d09a51cc47440d3ca73d914e96db2320
+2026-07-02-bilingual-docs-and-pairing-gate.zh.md: 8d478d293b4d6a07e68da5036301816bdeb1bdfd

.agents/notes/implemented/process/2026-07-02-bilingual-docs-and-pairing-gate.md

@@ -15,7 +15,7 @@ This repo's documentation corpus is read by people and agents inside and outside
 - **`verify-translation-pairing` joins `doc-sync`.** The gate ([scripts/verify-translation-pairing.ts](../../../../scripts/verify-translation-pairing.ts)) enforces: every discovered, non-excluded source has a complete pair; every existing pair is complete (all three files) and consistent (both hashes match, the Chinese side and every authored English source carry their switchers while listed generated English sources are exempt, structural signatures identical); and excluded generated, instruction, or bilingual-by-construction files stay unpaired. [scripts/translation-pairing.manifest.json](../../../../scripts/translation-pairing.manifest.json) contains only explicit exclusions, so no requirement can bypass discovery and receive a weaker check. Source-oriented code gates consume a `.zh.md` fence sequence as a derivative only when its unsuffixed sibling has the same tracked fences in the same order with byte-identical bodies; an incomplete, reordered, reclassified, or changed sequence stays independent, so the owning code gate or pairing gate reports the mismatch.
 - **One corpus-wide requirement.** Every document in scope requires a complete pair from creation; the policy has no per-file rollout state, date cutoff, or README-specific class. README discovery covers every case-insensitive README basename outside vendored, dependency, and ignored build-output trees, including future top-level directories. A site-published pair uses `pairedPages()` so the root locale projects `.zh.md` and `/en/` projects `.md`; creating a counterpart alone does not publish it.
 - **Pairing records are metadata, not Cordis Loader configuration.** Cordis configuration discovery accepts actual `.cordis.yml` and `.cordis.yaml` files while excluding `*.i18n.yaml`, even when the document name contains `cordis`. This preserves validation of executable Loader entries without parsing translation hashes as configuration.
-- **Translation is agent work with human review.** The committed workflow is [.agents/skills/dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md), following the same pattern as [dsh-code-review](../../../skills/dsh-code-review/SKILL.md): the skill carries the workflow and defers to the docs as sources of truth. The skill directs the orchestrating agent to delegate translation writing to a subagent.
+- **Translation is agent work with human review.** Routine changes use the direct one-pass path owned by the [lightweight-translation decision](2026-08-08-lightweight-routine-documentation-translation.md). The [extended translation skill](../../../skills/dsh-translate-docs/SKILL.md) retains delegated translation and the other heavier mechanisms for explicit user invocation; both paths defer to the documentation contracts as their sources of truth.
 
 ## Verification
 
@@ -32,7 +32,7 @@ The verification contract covers each boundary independently. `verify-translatio
 
 ## Industry precedent
 
-Paired sibling files with locale suffixes are the dominant Chinese big-tech convention (ant-design `index.zh-CN.md`/`index.en-US.md`; arco-design `README.zh-CN.md` with a top-of-file switcher; Apache ShardingSphere's 387 `.cn.md`/`.en.md` pairs) — but none of those repos *enforce* pairing or consistency in CI; the convention holds by review alone. Consistency automation exists outside China: MDN's `l10n.sourceCommit` front-matter fingerprint, Vue's Ryu-Cho action (upstream-commit watcher that opens issues/PRs for stale translations), Kubernetes' localization drift scripts, and Microsoft's Azure co-op-translator (source-hash-driven LLM re-translation in CI). This design combines the two: the Chinese-ecosystem file layout with a hash-pair gate, plus a committed agent skill in place of a bot service.
+Paired sibling files with locale suffixes are the dominant Chinese big-tech convention (ant-design `index.zh-CN.md`/`index.en-US.md`; arco-design `README.zh-CN.md` with a top-of-file switcher; Apache ShardingSphere's 387 `.cn.md`/`.en.md` pairs) — but none of those repos *enforce* pairing or consistency in CI; the convention holds by review alone. Consistency automation exists outside China: MDN's `l10n.sourceCommit` front-matter fingerprint, Vue's Ryu-Cho action (upstream-commit watcher that opens issues/PRs for stale translations), Kubernetes' localization drift scripts, and Microsoft's Azure co-op-translator (source-hash-driven LLM re-translation in CI). This design combines the two: the Chinese-ecosystem file layout with a hash-pair gate, plus an agent-run workflow in place of a bot service.
 
 ## Consequences
 

.agents/notes/implemented/process/2026-07-02-bilingual-docs-and-pairing-gate.zh.md

@@ -15,7 +15,7 @@ Status: implemented
 - **`verify-translation-pairing` 加入 `doc-sync`。** 门禁（[scripts/verify-translation-pairing.ts](../../../../scripts/verify-translation-pairing.ts)）强制执行以下规则：每个已发现且未排除的源文档都有完整配对；每个现有配对都完整（三个文件齐全）且一致（两个 hash 匹配、中文侧和所有普通撰写的英文源都带切换行而清单内的生成英文源除外、结构签名一致）；被排除的生成文档、指令文档或本身即双语的文档不得配对。[scripts/translation-pairing.manifest.json](../../../../scripts/translation-pairing.manifest.json) 只包含显式排除项，因此任何要求都无法绕过发现流程而接受较弱的检查。只有当 `.zh.md` 围栏序列与其无后缀兄弟文件拥有顺序相同、正文按字节一致的同一组受跟踪围栏时，面向源码的代码门禁才会将其作为派生内容消费；不完整、顺序变更、重分类或已改动的序列仍会独立受检，因此由其所属的代码门禁或配对门禁报告不匹配。
 - **全语料统一要求。** 范围内的每篇文档从创建起就必须有完整配对；政策没有逐文件推进状态、日期分界或 README 专用类别。README 发现会覆盖 vendor 源码、依赖目录与被忽略的构建产物目录之外所有文件名不区分大小写匹配 README 的文件，包括今后新增的顶层目录。发布到文档站的配对使用 `pairedPages()`，由根 locale 投影 `.zh.md`，由 `/en/` 投影 `.md`；仅创建对侧文件并不会发布它。
 - **配对记录是元数据，而不是 Cordis Loader 配置。** Cordis 配置发现会接受实际的 `.cordis.yml` 和 `.cordis.yaml` 文件，同时排除 `*.i18n.yaml`，即使文档名中包含 `cordis` 也不例外。这样既能继续校验可执行的 Loader 配置项，又不会把翻译 hash 当作配置来解析。
-- **翻译是 agent 的工作，由人评审。** 仓库内置的工作流是 [.agents/skills/dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md)，与 [dsh-code-review](../../../skills/dsh-code-review/SKILL.md) 模式相同：skill（技能）承载工作流，并将文档作为真源。该 skill 要求编排 agent 把翻译写作委派给 subagent。
+- **翻译是 agent 的工作，由人评审。** 常规改动采用由[轻量翻译决策](2026-08-08-lightweight-routine-documentation-translation.md)确立的直接单遍路径。[扩展翻译 skill（技能）](../../../skills/dsh-translate-docs/SKILL.md)保留委派翻译和其他较重机制，供用户显式调用；两条路径均以文档契约为真源。
 
 ## 验证
 
@@ -32,7 +32,7 @@ Status: implemented
 
 ## 业界先例
 
-带语言后缀的配对兄弟文件是中国大厂的主流约定（ant-design 的 `index.zh-CN.md`/`index.en-US.md`；arco-design 的 `README.zh-CN.md` 加顶部切换行；Apache ShardingSphere 的 387 对 `.cn.md`/`.en.md`），但这些仓库都没有在 CI 中**强制**配对或一致性检查；约定纯靠评审维系。一致性自动化存在于中国以外：MDN 的 `l10n.sourceCommit` front-matter 指纹、Vue 的 Ryu-Cho action（监视上游 commit，为陈旧译文自动开 issue/PR）、Kubernetes 的本地化漂移脚本、微软 Azure co-op-translator（CI 中由源 hash 驱动的 LLM 重译）。本设计将两者结合：中文生态的文件布局，加上 hash 配对门禁，再加一个仓库内置的 agent skill 替代 bot 服务。
+带语言后缀的配对兄弟文件是中国大厂的主流约定（ant-design 的 `index.zh-CN.md`/`index.en-US.md`；arco-design 的 `README.zh-CN.md` 加顶部切换行；Apache ShardingSphere 的 387 对 `.cn.md`/`.en.md`），但这些仓库都没有在 CI 中**强制**配对或一致性检查；约定纯靠评审维系。一致性自动化存在于中国以外：MDN 的 `l10n.sourceCommit` front-matter 指纹、Vue 的 Ryu-Cho action（监视上游 commit，为陈旧译文自动开 issue/PR）、Kubernetes 的本地化漂移脚本、微软 Azure co-op-translator（CI 中由源 hash 驱动的 LLM 重译）。本设计将两者结合：中文生态的文件布局，加上 hash 配对门禁，再加一个由 agent 运行的工作流替代 bot 服务。
 
 ## 后果
 

.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.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 .agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md
-2026-07-26-briefed-minimal-translation-updates.md: afd990b7b63adfd0e66a4726975b678d044e7cad
-2026-07-26-briefed-minimal-translation-updates.zh.md: a6559667f0f1140d8a26cd5ebc4bb64b7b95fe45
+2026-07-26-briefed-minimal-translation-updates.md: 1c032fa07167ec2407d0f46707f942ba0c830494
+2026-07-26-briefed-minimal-translation-updates.zh.md: 3e4b235ea6d65e5b8fec60d24208924537577951

.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md

@@ -10,10 +10,10 @@ The [bilingual pairing contract](2026-07-02-bilingual-docs-and-pairing-gate.md)
 
 ## Decision
 
-Pair updates run on a generated briefing instead of the guidance corpus; only new pairs still run the whole-document workflow, which is unchanged.
+The extended manual workflow runs pair updates on a generated briefing instead of the guidance corpus; new pairs in that workflow still use the unchanged whole-document path. Routine agent work uses the direct path defined by the [lightweight-translation decision](2026-08-08-lightweight-routine-documentation-translation.md).
 
 - **`pnpm run gen-translation-brief [--apply] [pair...]`** ([scripts/gen-translation-brief.ts](../../../../scripts/gen-translation-brief.ts), assembly in [scripts/translation-brief.ts](../../../../scripts/translation-brief.ts)) prints, per out-of-sync pair, the authored side's diff from its recorded last-confirmed blob to the working tree plus the change mapped at the narrowest safely aligned granularity, deterministically widening on mapping failure: a change confined to the pair's byte-identical code fences is computed outright (`--apply` splices it into the counterpart and validates the result against the pairing gate's structural signature before writing); otherwise changed Markdown units (headings, paragraphs, table rows, list items, code fences, block quotes, HTML blocks, thematic breaks, link definitions — matched by container-scoped kind sequences) each carry their last-confirmed source, current source, and current counterpart text with line numbers; units that do not align fall back to depth-matched heading sections; and when sections do not align either, or both sides drifted, the briefing says so and withholds the mapping instead of guessing. Terminology rows are matched against the changed spans only (word-boundary English matching with plural inflections), and for Chinese targets the briefing tracks each relevant term's document-wide first occurrence — when an edit moves it, the vacated and receiving spans join the briefing with an explanatory note, since the 首次出现 annotation must move with it. The unit mapping, code splice, and first-occurrence mechanics adopt the planner design from the incremental prompt-pipeline work; its provider-backed bake-off independently validated the same scope ladder for the automated pipeline. The briefing is the translator's whole working set; the full sources of truth remain the escalation path for decisions the briefing cannot answer.
-- **The update path in [dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md)** consumes the briefing: mechanical (code-fence-only) changes are applied with `--apply`, no subagent; prose diffs go to a subagent whose prompt is the briefing, not the corpus; verification is clause-by-clause on the changed spans, not the whole document.
+- **When explicitly invoked, the update path in [dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md)** consumes the briefing: mechanical (code-fence-only) changes are applied with `--apply`, no subagent; prose diffs go to a subagent whose prompt is the briefing, not the corpus; verification is clause-by-clause on the changed spans, not the whole document.
 - **The pairing gate takes pair arguments.** `verify-translation-pairing [pair...]` checks just the named pairs (any of a pair's three files, or the bare stem, names it); the corpus-wide sweep remains the no-argument form that `doc-sync` and CI run. `--write` now requires naming the confirmed pairs — bare `--write` refuses, and re-recording everything is an explicit `--write --all` — because the old bare form silently blessed every drifted pair in the tree, including ones the caller never looked at, and a prose-only drift would then stay green forever. Each record's comment names its own scoped command. Before recording, `--write` stores each side's exact bytes with `git hash-object -w --stdin` and pins the blob under a content-addressed local `refs/dsh/translation-pairing/snapshots/` ref; an uncommitted last-confirmed snapshot is therefore available to the briefing generator's later `git cat-file`, not merely named by a hash that Git cannot resolve or left vulnerable to garbage collection.
 
 ## Benchmark
@@ -38,7 +38,7 @@ A second head-to-head replay on the same ten examples compared this note's shipp
 
 ## Consequences
 
-- A small prose edit's counterpart update now costs a briefing generation plus one small focused task — no corpus reads, no archaeology, no corpus-wide scans inside the loop — and the same PR obligation holds; the cheap path and the correct path point the same way.
+- In the explicitly invoked extended workflow, a small prose edit's counterpart update costs a briefing generation plus one small focused task — no corpus reads, no archaeology, no corpus-wide scans inside the loop — and the same PR obligation holds.
 - The briefing generator is a second consumer of the consistency records: recorded blob hashes now also drive diff recovery and section mapping, strengthening the incentive to keep records honest.
 - Each distinct confirmed snapshot retains a content-addressed local ref and object. An abandoned re-record may therefore leave an extra durable pin, but it changes no branch or commit history; this local retention is the tradeoff that prevents garbage collection from invalidating an accepted pairing record.
 - `--write` without arguments no longer works; muscle-memory callers must name pairs or pass `--all`. That is the point — the bulk bless is now a visible, deliberate act.

.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.zh.md

@@ -10,10 +10,10 @@ Status: implemented
 
 ## 决策
 
-配对更新基于生成的简报（briefing）运行，而非基于指导语料；只有新建配对仍走整篇文档工作流，后者保持不变。
+扩展的手动工作流使用生成的简报（briefing）而非指导语料来更新配对；该工作流中的新配对仍采用保持不变的整篇文档路径。常规 agent 工作采用由[轻量翻译决策](2026-08-08-lightweight-routine-documentation-translation.md)定义的直接路径。
 
 - **`pnpm run gen-translation-brief [--apply] [pair...]`**（[scripts/gen-translation-brief.ts](../../../../scripts/gen-translation-brief.ts)，组装逻辑在 [scripts/translation-brief.ts](../../../../scripts/translation-brief.ts)）针对每个失去同步的配对，打印被改一侧从其记录在案的上次确认 blob 到当前工作区的 diff，并附上以能安全对齐的最窄粒度映射的这次改动，映射失败时粒度确定性地逐级放宽：仅落在配对中逐字节一致的围栏代码块内的改动会直接算出（`--apply` 会把它拼接进对侧文件，并在写入前用配对门禁的结构签名校验所得结果）；否则，每个有改动的 Markdown 单元（标题、段落、表格行、列表项、围栏代码块、块引用、HTML 块、分隔线、链接定义；匹配依据是以容器为作用域的种类序列）都带上各自的上次确认源文、当前源文与当前对侧文本及行号；无法对齐的单元回退到按深度匹配的标题章节；当章节也无法对齐或两侧同时漂移时，简报会明说这一点并省略映射，而不是靠猜。术语表行只与改动块匹配（英文术语按词边界匹配，含复数变形）；当目标侧是中文时，简报还会跟踪每个相关术语在整篇文档中的首次出现：一旦某次编辑使其移位，腾出的与接收的两处区间就会附一条解释性说明加入简报，因为「首次出现」括注必须随之移动。单元映射、代码拼接与首次出现机制采纳了增量提示词流水线工作的规划器设计；该项工作中接入提供方的对比评测，已为自动流水线独立验证了同一套范围阶梯。简报就是译者的全部工作集；简报回答不了的决策，仍以完整的真源文档作为升级求证路径。
-- **[dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md) 中的更新路径**消费这份简报：机械类改动（只涉及围栏代码块）用 `--apply` 应用，不动用 subagent；行文类 diff 交给 subagent，其提示词就是简报本身，而非指导语料；核验只对改动块逐句进行，不覆盖整篇文档。
+- **显式调用时，[dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md) 中的更新路径**消费这份简报：机械类改动（只涉及围栏代码块）用 `--apply` 应用，不动用 subagent；行文类 diff 交给 subagent，其提示词就是简报本身，而非指导语料；核验只对改动块逐句进行，不覆盖整篇文档。
 - **配对门禁接受配对参数。**`verify-translation-pairing [pair...]` 只检查被点名的配对（配对三个文件中的任意一个，或其裸词干，都能指代该配对）；全语料扫描仍是 `doc-sync`（文档同步门禁）与 CI 运行的无参数形式。`--write` 现在要求点名已确认的配对：裸 `--write` 会拒绝执行，重新记录全部配对必须显式写 `--write --all`；原因是旧的裸形式会默默为树中每一个漂移的配对背书，包括调用者从未看过的那些，纯行文层面的漂移于是可以永远保持绿灯。每份记录的注释都写明针对该配对自身的按对命令。写下记录之前，`--write` 用 `git hash-object -w --stdin` 存入每一侧的精确字节，并在内容寻址的本地 `refs/dsh/translation-pairing/snapshots/` ref 下固定该 blob；未提交的上次确认快照因此能被简报生成器之后的 `git cat-file` 取回，而不只是留下一个 Git 无法解析的 hash 名称或暴露于垃圾回收。
 
 ## 基准测试
@@ -38,7 +38,7 @@ Status: implemented
 
 ## 后果
 
-- 一次小的行文修改，其对侧更新如今只需生成一份简报，外加一个小而聚焦的任务（不读指导语料、不翻查历史、循环内不做全语料扫描），同一 PR 内完成更新的义务保持不变；低成本的路径与正确的路径指向同一个方向。
+- 在显式调用的扩展工作流中，一次小的行文修改，其对侧文件更新只需生成一份简报，外加一个小而聚焦的任务（不读指导语料、不翻查历史、循环内不做全语料扫描），同一 PR 内完成更新的义务保持不变。
 - 简报生成器成为一致性记录的第二个消费方：记录的 blob hash 如今还驱动 diff 还原与章节映射，这进一步强化了如实维护记录的动机。
 - 每个不同的已确认快照都会保留一个内容寻址的本地 ref 和对象。因此，中途放弃的重新记录可能留下额外的持久固定项，但它不会改变任何分支或提交历史；这种本地保留正是防止垃圾回收让已接受配对记录失效所付出的代价。
 - 不带参数的 `--write` 不再可用；靠肌肉记忆的调用者必须点名配对或传 `--all`。这正是目的所在：批量背书如今是一个可见的、有意为之的动作。

.agents/notes/implemented/process/2026-08-08-lightweight-routine-documentation-translation.i18n.yaml

@@ -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/process/2026-08-08-lightweight-routine-documentation-translation.md
+2026-08-08-lightweight-routine-documentation-translation.md: 713c2f14541aff49411b6f7d8b6bf5b4e02fa667
+2026-08-08-lightweight-routine-documentation-translation.zh.md: 7cb13e9fcaa8b8a4d38ab6c0050eec99c1025b46

.agents/notes/implemented/process/2026-08-08-lightweight-routine-documentation-translation.md

@@ -0,0 +1,30 @@
+# Agent Note: Lightweight routine documentation translation
+
+Status: implemented
+
+English | [中文](2026-08-08-lightweight-routine-documentation-translation.zh.md)
+
+## Problem
+
+Routine bilingual edits automatically selected the full [translation skill](../../../skills/dsh-translate-docs/SKILL.md). Even after the [briefed-update optimization](2026-07-26-briefed-minimal-translation-updates.md), a small documentation change could still load a specialized workflow, generate a briefing, delegate prose to a subagent, and perform a separate verification pass. That orchestration consumed more time, context, and model tokens than translating the changed text itself, and automatic skill discovery exposed the workflow on ordinary documentation turns.
+
+## Decision
+
+- **Routine translation is one shot and one pass.** The active agent loads [terminology.md](../../../../docs/i18n/terminology.md), translates only the changed content directly, preserves reviewed counterpart prose outside the change, and re-records the pair. It does not invoke a translation skill, generate a briefing, start a separate translation-review pass, or delegate translation to a subagent.
+- **The extended workflow is manual-only.** [dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md) retains its briefing, delegated prose, whole-document, and scoped-verification paths. Claude Code sees `disable-model-invocation: true` with `user-invocable: true` in `SKILL.md`; Codex sees `policy.allow_implicit_invocation: false` in `agents/openai.yaml`. The repository's `.claude/skills` symlink projects the same skill directory to Claude Code, so both products share one committed workflow while enforcing their own invocation metadata.
+- **Automatic workflows do not chain into the manual skill.** Root and documentation instructions own the lightweight default. Documentation, website-sync, prose, and code-review skills link to those instructions or the i18n contracts instead of loading `dsh-translate-docs` from an inferred bilingual change.
+- **The pairing and review contracts stay intact.** Both language files still update together, untouched counterpart wording remains stable, terminology stays binding, the consistency record is rewritten only after the active agent confirms the pair, and `doc-sync` retains the corpus-wide mechanical checks. Human review still owns semantic translation quality.
+
+## Alternatives considered
+
+- **Delete the extended skill and briefing tools** — rejected: explicit manual use remains valuable for whole-document translations, difficult reconciliation, and callers that deliberately choose the guarded workflow.
+- **Replace the extended skill with an automatically invoked lightweight skill** — rejected: another automatic skill would still add discovery context and an invocation boundary around a task the active agent can complete directly from the terminology table and standing instructions.
+- **Keep automatic invocation only for new pairs or large changes** — rejected: size-based inference is another hidden policy and can unexpectedly activate the expensive workflow. The user, not the agent, chooses when the extended path is worth its cost.
+- **Drop the terminology load as well** — rejected: the glossary is the small, binding input that prevents repository-wide term drift; removing it would trade token savings for inconsistent product language.
+
+## Consequences
+
+- Ordinary development pays for the changed source text, its local counterpart context, and the terminology table rather than the extended workflow's briefing and subagent context.
+- The active agent owns the final routine translation in the same turn. The lightweight path deliberately gives up the extended workflow's generated alignment, delegated isolation, and separate prose-verification pass.
+- Explicit users can still invoke the full workflow through `/dsh-translate-docs` in Claude Code or `$dsh-translate-docs` in Codex.
+- The Claude Code frontmatter and Codex policy file are separate product contracts and must remain aligned when the skill's invocation policy changes.

.agents/notes/implemented/process/2026-08-08-lightweight-routine-documentation-translation.zh.md

@@ -0,0 +1,30 @@
+# Agent Note: 轻量化日常文档翻译
+
+Status: implemented
+
+[English](2026-08-08-lightweight-routine-documentation-translation.md) | 中文
+
+## 问题
+
+日常双语编辑会自动选用完整的[翻译 skill（技能）](../../../skills/dsh-translate-docs/SKILL.md)。即使经过[基于简报的更新优化](2026-07-26-briefed-minimal-translation-updates.md)，一次小的文档改动仍可能加载专用工作流、生成简报、把行文翻译委派给 subagent，并另行执行一轮核验。这种编排耗费的时间、上下文和模型 token 比直接翻译改动文本本身还多，而且 skill 的自动发现机制还会在普通文档处理轮次中暴露该工作流。
+
+## 决策
+
+- **日常翻译一次完成，只处理一遍。** 当前 agent（智能体）加载 [terminology.md](../../../../docs/i18n/terminology.md)，直接翻译发生改动的内容，保留改动之外已经评审的对侧文件行文，并重新记录配对。它不会调用翻译 skill、生成简报、启动单独的翻译评审轮次，也不会把翻译委派给 subagent。
+- **扩展工作流仅限手动调用。** [dsh-translate-docs](../../../skills/dsh-translate-docs/SKILL.md) 保留简报、行文翻译委派、整篇文档和按范围核验路径。在 `SKILL.md` 中，Claude Code 读取 `disable-model-invocation: true` 和 `user-invocable: true`；在 `agents/openai.yaml` 中，Codex 读取 `policy.allow_implicit_invocation: false`。仓库的 `.claude/skills` 符号链接把同一个 skill 目录映射给 Claude Code，因此两个产品共享同一份提交到仓库的工作流，同时分别执行各自的调用元数据契约。
+- **自动工作流不会串联调用这项仅限手动调用的 skill。** 轻量默认行为由根级指令和文档指令定义。文档、网站同步、行文和代码评审 skill 会链接这些指令或 i18n 契约，而不会因为推断到双语改动就加载 `dsh-translate-docs`。
+- **配对契约与评审契约保持不变。** 两种语言文件仍会一并更新；未触及的对侧文件措辞保持稳定；术语约束仍然有效；只有当前 agent 确认配对后，才会重写一致性记录；`doc-sync`（文档同步门禁）继续执行全语料机械检查。语义层面的翻译质量仍由人工评审负责。
+
+## 曾考虑的替代方案
+
+- **删除扩展 skill 和简报工具**：不予采纳。在整篇文档翻译或棘手的两侧内容协调中，以及对有意选择受控工作流的调用方而言，显式手动调用仍有价值。
+- **用自动调用的轻量 skill 取代扩展 skill**：不予采纳。另一项自动 skill 仍会给这项任务增加发现上下文和调用边界，而当前 agent 仅依据术语表与常驻指令即可直接完成该任务。
+- **仅对新配对或大规模改动保留自动调用**：不予采纳。基于规模的推断同样是一项隐藏政策，可能出乎意料地启用高开销工作流。何时值得为扩展路径付出成本，应由用户而非 agent 决定。
+- **同时取消加载术语表**：不予采纳。术语表是体量小但有约束力的输入，可以防止整个仓库发生术语漂移；移除它等于用产品语言不一致换取 token 节省。
+
+## 后果
+
+- 普通开发的成本来自发生改动的源文本、其局部对侧文件上下文和术语表，不再来自扩展工作流的简报与 subagent 上下文。
+- 当前 agent 在同一轮次内对日常翻译的最终结果负责。轻量路径有意放弃扩展工作流提供的自动生成对齐信息、委派所提供的隔离，以及单独的行文核验轮次。
+- 用户仍可在 Claude Code 中通过 `/dsh-translate-docs`，或在 Codex 中通过 `$dsh-translate-docs` 显式调用完整工作流。
+- Claude Code frontmatter 与 Codex 策略文件是彼此独立的产品契约；skill 调用策略变更时，两者必须保持一致。

.agents/skills/dsh-code-review/SKILL.md

@@ -15,7 +15,7 @@ description: Use when reviewing a pull request in the deepseek-harness repo —
 - [dsh-prose-standard](../dsh-prose-standard/SKILL.md): required coverage and editorial judgment for comments, docs, prompts, and visible strings.
 - [docs/testing.md](../../../docs/testing.md) and the [quality-gates Agent Note](../../notes/implemented/process/2026-06-11-quality-gates.md): required test tiers and gates.
 - [Agent Notes](../../notes/README.md): design rationale. Treat disagreement with an Agent Note as a design discussion, not an automatic veto.
-- For bilingual changes, read [translation-rules.md](../../../docs/i18n/translation-rules.md), [terminology.md](../../../docs/i18n/terminology.md), and [dsh-translate-docs](../dsh-translate-docs/SKILL.md).
+- For bilingual changes, read [translation-rules.md](../../../docs/i18n/translation-rules.md) and [terminology.md](../../../docs/i18n/terminology.md); the extended translation skill is outside automatic review and runs only on explicit user invocation.
 
 ## Blocking requirements
 

.agents/skills/dsh-doc-site-sync/SKILL.md

@@ -12,7 +12,7 @@ Repository translations follow the sibling pairing contract: English `foo.md`, C
 ## Read the owning contracts
 
 - Read [docs/AGENTS.md](../../../docs/AGENTS.md) and use [dsh-doc-standards](../dsh-doc-standards/SKILL.md) when deciding where content belongs or changing product documentation prose.
-- Use [dsh-translate-docs](../dsh-translate-docs/SKILL.md) whenever an edited source has a bilingual counterpart.
+- For an edited bilingual source, follow the lightweight routine path in [docs/AGENTS.md](../../../docs/AGENTS.md#writing-rules) and the [pairing contract](../../../docs/i18n/README.md); never invoke the extended translation skill automatically.
 - Read the current `DocsPage` type and entries in [website/docs.ts](../../../website/docs.ts) before changing the manifest; do not rely on a remembered field set.
 - Read [website/.vitepress/config.ts](../../../website/.vitepress/config.ts) before adding a new section, sidebar collection, locale, or top-level navigation item.
 

.agents/skills/dsh-doc-standards/SKILL.md

@@ -53,4 +53,4 @@ Apply the ordered relocate-condense-raise policy in [docs/AGENTS.md](../../../do
 
 ## Validation and PR hygiene
 
-Run at least `pnpm run doc-sync`, `pnpm run lint`, and `git diff --check`; JSDoc changes may regenerate catalogs. If a paired doc changed, follow [dsh-translate-docs](../dsh-translate-docs/SKILL.md) and run `pnpm run verify-translation-pairing --write <pair>`. The PR body should give word deltas, explain any deliberately long exception, and list checks.
+Run at least `pnpm run doc-sync`, `pnpm run lint`, and `git diff --check`; JSDoc changes may regenerate catalogs. If a paired doc changed, follow the [lightweight routine path](../../../docs/AGENTS.md#writing-rules) and run `pnpm run verify-translation-pairing --write <pair>`. The PR body should give word deltas, explain any deliberately long exception, and list checks.

.agents/skills/dsh-prose-standard/SKILL.md

@@ -23,7 +23,7 @@ Always exclude `vendor/` from discovery, review, and edits, even when the reques
 
 Also exclude `.agents/notes/archived/` from prose review and edits. Archived Agent Notes are frozen snapshots; inspect an exact target only to understand a historical inbound citation, never to modernize its prose or outbound links.
 
-Treat generated catalogs, snapshots, and fixtures as derivative. Edit the owning source or scenario first, then regenerate the artifact. When a generator extracts a summary from owner prose, make the extracted sentence complete for that surface. Bilingual pairs have no permanent owner: either language may be the authored side for an update. Update the counterpart minimally and re-record the pair.
+Treat generated catalogs, snapshots, and fixtures as derivative. Edit the owning source or scenario first, then regenerate the artifact. When a generator extracts a summary from owner prose, make the extracted sentence complete for that surface. Bilingual pairs have no permanent owner: either language may be the authored side for an update. Follow the [lightweight routine path](../../../docs/AGENTS.md#writing-rules), update the counterpart minimally, and re-record the pair.
 
 ## Preserve the complete proposition
 

.agents/skills/dsh-translate-docs/SKILL.md

@@ -1,10 +1,16 @@
 ---
 name: dsh-translate-docs
-description: Use when creating or updating the bilingual counterpart of a doc in this repo (English ↔ Chinese pairs) — tells the orchestrating agent when to delegate translation to a subagent, and orients the translator to the pairing contract, the terminology source of truth, the translation rules, and the consistency gate that verifies the result
+description: Manually run the extended DeepSeek Harness bilingual-document workflow, including generated briefings, delegated prose translation, whole-document translation, and scoped pairing verification.
+disable-model-invocation: true
+user-invocable: true
 ---
 
 # Translating DeepSeek-Harness docs
 
+## Invocation boundary
+
+Run this extended workflow only when the user explicitly invokes `dsh-translate-docs` by name. Never select or load it for ordinary documentation work, from another skill, or from an inferred translation need; routine translation follows the one-shot, one-pass rule in [docs/AGENTS.md](../../../docs/AGENTS.md).
+
 ## What this skill is
 
 **This skill is guidance, not a translation memory.** It is the workflow map for keeping `foo.md ↔ foo.zh.md` pairs consistent and natural in both languages. Both languages carry equal authority — a change is authored in either one, and that side is the source for that update. You are the translator: the rules below say what must hold, not how to phrase any particular sentence — phrasing judgment is yours, terminology is not.

.agents/skills/dsh-translate-docs/agents/openai.yaml

@@ -0,0 +1,7 @@
+interface:
+  display_name: "DSH Extended Doc Translation"
+  short_description: "Run the full bilingual documentation workflow manually"
+  default_prompt: "Use $dsh-translate-docs to run the extended bilingual-document workflow for the specified pair."
+
+policy:
+  allow_implicit_invocation: false

AGENTS.md

@@ -136,7 +136,7 @@ Everything compiles under `strict: true` with `noImplicitAny`; every remaining `
 
 Comments and docs state complete contracts and context, not reasoning transcripts. Use direct, concrete terms. Do not use metaphors. Before writing `contract`, `boundary`, or `shape`, ask whether a more exact term names the subject: write `response fields`, `JSON validation`, or `ESM exports` instead of `response shape`, `validation boundary`, or `module shape`. Keep `contract` for preconditions, postconditions, invariants, compatibility promises, and other obligations that callers, callees, implementers, providers, producers, or consumers rely on. Keep a literal process, wire, security, transaction, or lifecycle boundary. Do not narrate control flow or tests, preserve review history, or restate code. Keep behavior, failure, timing, ownership, and safe-use facts; link the rationale. Use [dsh-prose-standard](.agents/skills/dsh-prose-standard/SKILL.md) for decisions. Wire mechanically checkable invariants into an executed top-level gate and prove each changed acceptance path rejects an invalid case. Use narrow, justified exceptions instead of disabling a rule globally.
 
-Docs accompany every code change: update affected README and JSDoc contracts together; update both sides of a bilingual pair and re-record it ([i18n contract](docs/i18n/README.md)). Current-state prose, one physical line per paragraph, one home per fact, and word budgets live in [docs/AGENTS.md](docs/AGENTS.md).
+Docs accompany every code change: update affected README and JSDoc contracts together. Routine bilingual work follows [docs/AGENTS.md](docs/AGENTS.md); only explicit user invocation may run `dsh-translate-docs`. Current-state prose, one physical line per paragraph, one home per fact, and word budgets live there.
 
 ## Editing these instructions
 

docs/AGENTS.md

@@ -40,7 +40,7 @@ Placement: bugs → postmortems; rationale → Agent Notes; procedures → cookb
 - **One physical line per paragraph** (`verify-md-wrap`): use editor soft-wrap. Code blocks, tables, and list structure keep their formatting; code comments stay under the linter's column limit.
 - **Fenced `ts` blocks must compile** (`doc-typecheck`); a pasted type declaration and its original JSDoc use ` ```ts type-equiv `, while a body-stripped public class declaration uses ` ```ts public-api `; register either in the manifest so neither can drift ([mechanics](development.md#documenting-types-verbatim-ts-type-equiv)).
 - **The owning [subsystems page](subsystems/README.md) updates in the same change** that reshapes a documented type. `verify-type-equiv` catches drifted pastes, not never-documented new types; a type is documented on its declaring package group's page ([page scoping](../.agents/notes/implemented/process/2026-08-03-package-anchored-subsystem-pages.md)).
-- **Bilingual pairs update together**: editing either side obligates the counterpart and a re-record in the same change ([i18n contract](i18n/README.md)).
+- **Bilingual pairs update together**: load [terminology](i18n/terminology.md), translate changed content one-shot and one-pass in the active agent, preserve untouched counterpart prose, and re-record. Only explicit user invocation may run `dsh-translate-docs` ([contract](i18n/README.md)).
 - **Comments and JSDoc state complete contracts, not reasoning transcripts.** Preserve behavior, failure, timing, ownership, modality, exceptions, consequences, and non-obvious orientation; delete narration, test walkthroughs, review analysis, and code restatement. Keep the local contract and link its rationale. Use [dsh-prose-standard](../.agents/skills/dsh-prose-standard/SKILL.md) for details.
 - Write directly: name actors and facts ([decision](../.agents/notes/implemented/process/2026-08-09-concrete-prose-names-actors-and-recorded-facts.md)). Reserve `seam` for the defined capability. Name the exact check, type, API, operation, or behavior instead of metaphorical "gate", "vocabulary", or "surface".
 

docs/i18n/README.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 docs/i18n/README.md
-README.md: af6a35294bc23adcd6214747f78a28a69ae443d1
-README.zh.md: 74cb98932460d014dab26d3b48cd81142e0f7bf8
+README.md: 9875eb0c9924daa0b519923e9aac8a67de8cda61
+README.zh.md: eed73226dffd9bc1f6af7b21af5b0b77363878e2

docs/i18n/README.md

@@ -2,7 +2,7 @@
 
 English | [中文](README.zh.md)
 
-This repo's documentation is read by people and agents both inside and outside the company, so every document in scope is maintained in English and Simplified Chinese. This page defines the pairing contract, checks, scope, and exclusions; [translation-rules.md](translation-rules.md) defines how to translate; [terminology.md](terminology.md) is the terminology source of truth. The committed agent workflow lives in [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md).
+This repo's documentation is read by people and agents both inside and outside the company, so every document in scope is maintained in English and Simplified Chinese. This page defines the pairing contract, checks, scope, and exclusions; [translation-rules.md](translation-rules.md) defines how to translate; [terminology.md](terminology.md) is the terminology source of truth. Routine agent work follows the lightweight path in [docs/AGENTS.md](../AGENTS.md); the extended [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) workflow is available only through explicit user invocation.
 
 ## The pairing contract
 
@@ -15,7 +15,7 @@ This repo's documentation is read by people and agents both inside and outside t
   foo.zh.md: 89e6c98d92887913cadf06b2adb97f26cde4849b
   ```
 
-  Blob hashes, not commit hashes, so the record is computable for files edited in the same PR (`git hash-object foo.md`) and consistency is a pure content comparison. `--write` stores those snapshots in the local Git object database before recording them, including uncommitted working-tree contents, and pins every distinct stored blob under a content-addressed `refs/dsh/translation-pairing/snapshots/` ref so garbage collection cannot invalidate a recorded recovery pointer. The recorded hashes therefore recover the exact last-confirmed text of either side, so an out-of-sync pair is updated by patching the counterpart minimally against the edited side's diff — never by re-translating whole files. `pnpm run gen-translation-brief <pair>` assembles that update's working set mechanically at the narrowest safely aligned granularity — changed Markdown units, then heading sections, then whole document — with the edited side's diff since last confirmation, each changed span's three-way text, the terminology rows the change touches, and the binding update rules; a change confined to the pair's byte-identical code fences is computed outright, and `--apply` splices it into the counterpart after structural validation ([briefed-updates Agent Note](../../.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md)). After bringing the pair back in line, `pnpm run verify-translation-pairing --write <pair>` re-records both hashes; that yaml diff is the reviewable act of confirming consistency, which is why `--write` requires naming the pairs you confirmed (`--write --all` is the explicit corpus-wide form).
+  Blob hashes, not commit hashes, so the record is computable for files edited in the same PR (`git hash-object foo.md`) and consistency is a pure content comparison. `--write` stores those snapshots in the local Git object database before recording them, including uncommitted working-tree contents, and pins every distinct stored blob under a content-addressed `refs/dsh/translation-pairing/snapshots/` ref so garbage collection cannot invalidate a recorded recovery pointer. The recorded hashes therefore recover the exact last-confirmed text of either side, so an out-of-sync pair is updated by patching the counterpart minimally against the edited side's diff — never by re-translating whole files. Routine work makes that patch directly; when the user explicitly invokes the extended workflow, `pnpm run gen-translation-brief <pair>` can instead assemble the update at the narrowest safely aligned granularity and `--apply` can splice a code-fence-only change after structural validation ([briefed-updates Agent Note](../../.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md)). After bringing the pair back in line, `pnpm run verify-translation-pairing --write <pair>` re-records both hashes; that yaml diff is the reviewable act of confirming consistency, which is why `--write` requires naming the pairs you confirmed (`--write --all` is the explicit corpus-wide form).
 
   When two branches contain valid confirmations of the same pair, the installed `dsh-translation-pairing` Git merge driver composes a new record only if Git's default text merge succeeds for both recorded owner-blob triplets and the merged pair retains its required switchers and structural signature. The Chinese file must retain its English backlink; an authored English source must retain its Chinese link, while a listed generated English source is exempt. Any structure the driver cannot verify remains an ordinary conflict; `pnpm run resolve-translation-pairing-conflicts` applies the same fail-closed operation to a merge that has already stopped, stages every safe pairing record, and exits unsuccessfully when other pairing conflicts remain. The [automatic pairing merges Agent Note](../../.agents/notes/implemented/process/2026-08-08-automatic-translation-pairing-merges.md) owns the mechanism and alternatives.
 - **Language switcher.** The Chinese file always links back immediately after its H1 heading with `[English](foo.md) | 中文`. An authored English file reciprocates there with `English | [中文](foo.zh.md)`; a listed generated English source omits that line so it remains byte-identical to generator output.
@@ -35,7 +35,7 @@ Source-oriented code gates consume an exact `.zh.md` fence sequence as a derivat
 
 `pnpm run verify-translation-pairing <pair...>` checks just the named pairs — any of a pair's three files (or its bare stem) names it — so an update loop verifies its own pair in seconds instead of re-scanning the corpus. The no-argument corpus-wide form is what `doc-sync` and CI run; a scoped green never substitutes for it at PR level.
 
-The practical rule this gate creates: **when a PR edits either side of a paired document, the same PR updates the counterpart and re-records the pair** (run the [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) skill, then `--write <pair>`), exactly like the repo's existing doc-sync rule for code and READMEs. A PR that leaves a pair out of sync goes red in CI.
+The practical rule this gate creates: **when a PR edits either side of a paired document, the same PR updates the counterpart directly in one terminology-guided pass and re-records the pair with `--write <pair>`**, exactly like the repo's existing doc-sync rule for code and READMEs. A PR that leaves a pair out of sync goes red in CI.
 
 The gate's limit, stated plainly: **a green gate means the pair was confirmed consistent at these exact contents, not that the confirmation was sound.** It checks hashes and Markdown structure; it cannot judge whether the two sides actually say the same thing, or whether the wording is accurate, well-termed, and natural — that is the reviewer's half of the contract, per [translation-rules.md](translation-rules.md). A re-recorded pair with a sloppy counterpart passes the gate; it must not pass review.
 
@@ -57,4 +57,4 @@ Generated English references and graphs participate in pairing when a reviewed C
 
 ## Division of labor
 
-Counterparts here are produced by an agent running [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) and reviewed by a human — inference is cheap here, review attention is the scarce resource. The gate checks pair completeness, recorded hashes, the Chinese backlink and authored-source switcher (with the documented generated-source exception), and its documented structural signature. Review still owns translation quality, terminology, and structural requirements that the signature does not encode. The prompt contract is executable: [scripts/translation-prompt.ts](../../scripts/translation-prompt.ts) renders the committed template (terminology injected; the template carries its own calibrated rules) into either direction and parses the three-section response, while `verify-translation-prompt` exercises both render directions and the checked-in example in `doc-sync`.
+Routine counterparts are updated directly by the working agent in one shot and one pass after it loads [terminology.md](terminology.md); it does not invoke a translation skill, generate a briefing, run a separate translation-review pass, or delegate to a subagent. The extended [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) workflow retains those heavier mechanisms for explicit user invocation. The gate checks pair completeness, recorded hashes, the Chinese backlink and authored-source switcher (with the documented generated-source exception), and its documented structural signature. Review still owns translation quality, terminology, and structural requirements that the signature does not encode. The prompt contract is executable: [scripts/translation-prompt.ts](../../scripts/translation-prompt.ts) renders the committed template (terminology injected; the template carries its own calibrated rules) into either direction and parses the three-section response, while `verify-translation-prompt` exercises both render directions and the checked-in example in `doc-sync`.

docs/i18n/README.zh.md

@@ -2,7 +2,7 @@
 
 [English](README.md) | 中文
 
-本仓库的文档会被公司内外的人和 agent（智能体）阅读，因此范围内的每篇文档都以英文和简体中文维护。本页定义配对约定、检查、范围与排除规则；[translation-rules.md](translation-rules.md) 定义如何翻译；[terminology.md](terminology.md) 是术语真源。仓库内置的 agent 工作流见 [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md)。
+本仓库的文档会被公司内外的人和 agent（智能体）阅读，因此范围内的每篇文档都以英文和简体中文维护。本页定义配对约定、检查、范围与排除规则；[translation-rules.md](translation-rules.md) 定义如何翻译；[terminology.md](terminology.md) 是术语真源。agent 的日常工作遵循 [docs/AGENTS.md](../AGENTS.md) 中的轻量路径；扩展版 [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) 工作流仅在用户显式调用时可用。
 
 ## 配对约定
 
@@ -15,7 +15,7 @@
   foo.zh.md: 89e6c98d92887913cadf06b2adb97f26cde4849b
   ```
 
-  用 blob hash 而不是 commit hash，这样同一个 PR 里改动的文件也能算出记录（`git hash-object foo.md`），一致性是纯内容比较。`--write` 会先把这些快照存入本地 Git 对象库再写下记录，未提交的工作树内容也不例外；它还会在内容寻址的 `refs/dsh/translation-pairing/snapshots/` ref 下固定每个不同的已存 blob，使垃圾回收无法让已记录的恢复指针失效。因此记录的 hash 能还原任一侧上次确认时的确切文本，所以失去同步的配对是「按被改一侧的 diff 最小化地修补另一侧」，从不整篇重译。`pnpm run gen-translation-brief <pair>` 会以能安全对齐的最窄粒度——先是有改动的 Markdown 单元，再是标题小节，最后是整篇文档——机械地汇集这次更新的工作集：被改一侧自上次确认以来的 diff、每个改动块的三方文本、改动触及的术语表行，以及有约束力的更新规则；仅落在配对中逐字节一致的围栏代码块内的改动可以直接算出，`--apply` 则经结构签名校验后把它拼接进对侧文件（[briefed-updates Agent Note](../../.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md)）。两侧对齐后，`pnpm run verify-translation-pairing --write <pair>` 重新记录两个 hash；那份 yaml diff 就是「确认一致」这个动作本身，可以被评审，也正因如此，`--write` 要求点名你确认过的配对（`--write --all` 是显式的全语料形式）。
+  用 blob hash 而不是 commit hash，这样同一个 PR 里改动的文件也能算出记录（`git hash-object foo.md`），一致性是纯内容比较。`--write` 会先把这些快照存入本地 Git 对象库再写下记录，未提交的工作树内容也不例外；它还会在内容寻址的 `refs/dsh/translation-pairing/snapshots/` ref 下固定每个不同的已存 blob，使垃圾回收无法让已记录的恢复指针失效。因此记录的 hash 能还原任一侧上次确认时的确切文本，所以失去同步的配对是「按被改一侧的 diff 最小化地修补另一侧」，从不整篇重译。日常工作会直接完成这份修补；用户显式调用扩展工作流时，可改由 `pnpm run gen-translation-brief <pair>` 以能安全对齐的最窄粒度汇集这次更新，并由 `--apply` 在结构校验后拼接仅涉及围栏代码块的改动（[briefed-updates Agent Note](../../.agents/notes/implemented/process/2026-07-26-briefed-minimal-translation-updates.md)）。两侧对齐后，`pnpm run verify-translation-pairing --write <pair>` 重新记录两个 hash；那份 yaml diff 就是「确认一致」这个动作本身，可以被评审，也正因如此，`--write` 要求点名你确认过的配对（`--write --all` 是显式的全语料形式）。
 
   当两个分支都包含同一配对的有效确认时，已安装的 `dsh-translation-pairing` Git 合并驱动只会在 Git 默认文本合并能分别干净合并记录所指向的英文三方 blob 与中文三方 blob，且合并后的配对仍保留必需的语言切换行和结构签名时，组合出一份新记录。中文文件必须保留指向英文的反向链接；普通撰写的英文源必须保留指向中文的链接，而清单内的生成英文源不作此要求。任何合并驱动无法验证的结构都保留为普通冲突；`pnpm run resolve-translation-pairing-conflicts` 会对已经停止的合并执行同一套遇错即保留冲突的操作，暂存每份可安全生成的配对记录，并在还有其他配对冲突时以非零状态退出。[自动配对合并 Agent Note](../../.agents/notes/implemented/process/2026-08-08-automatic-translation-pairing-merges.md) 负责记录该机制与备选方案。
 - **语言切换行。** 中文文件一律在 H1 标题后立即以 `[English](foo.md) | 中文` 链回英文。普通撰写的英文文件在同一位置以 `English | [中文](foo.zh.md)` 互链；清单内的生成英文源省略此行，以便与生成器输出逐字节一致。
@@ -35,7 +35,7 @@
 
 `pnpm run verify-translation-pairing <pair...>` 只检查被点名的配对——配对的三个文件中的任意一个（或其裸词干）都能点名它——因此更新循环几秒内就能验证自己的配对，而不必重新扫描全语料。`doc-sync` 与 CI 运行的是无参数的全语料形式；限定范围的绿灯在 PR 层面永远不能替代它。
 
-这个门禁带来的实际规则是：**当一个 PR 修改了已配对文档的任一侧时，同一个 PR 更新另一侧并重新记录配对**（运行 [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) skill（技能），再 `--write <pair>`），与本仓库既有的代码与 README 的 doc-sync 规则完全一致。留下失去同步的配对的 PR 会在 CI 变红。
+这个门禁带来的实际规则是：**当一个 PR 修改了已配对文档的任一侧时，同一个 PR 在术语指导下直接一次完成对侧文件的更新，并用 `--write <pair>` 重新记录配对**，与本仓库既有的代码与 README 的 doc-sync 规则完全一致。留下失去同步的配对的 PR 会在 CI 变红。
 
 门禁的限制很明确：**门禁通过意味着这组文档在当前内容上的一致性得到了确认，不代表确认本身正确可靠。** 它检查记录的 hash 与 Markdown 结构；它无法判断两侧是否真的在说同样的话，也无法判断措辞是否准确、术语是否得当、行文是否自然；这部分约定由评审者把关，见 [translation-rules.md](translation-rules.md)。重新记录了 hash 但另一侧翻得潦草的配对能通过门禁；它不得通过评审。
 
@@ -57,4 +57,4 @@
 
 ## 分工
 
-这里的对侧文件由运行 [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) 的 agent 生成，再由人评审：在这里推理（inference）很便宜，评审注意力才是稀缺资源。门禁负责检查配对是否完整、记录的 hash、中文反向链接和普通撰写源的切换行（生成源按本文规则例外），以及本文列出的结构签名；翻译质量、术语和签名未涵盖的结构要求仍由评审把关。提示词约定也有可执行实现：[scripts/translation-prompt.ts](../../scripts/translation-prompt.ts) 会把仓库内置的模板（注入术语表；模板自带经人工校准的规则）渲染为英译中或中译英两个方向的提示词，并解析三段式响应；`doc-sync` 中的 `verify-translation-prompt` 会检查两个渲染方向与仓库内示例。
+日常更新对侧文件时，负责处理的 agent 会先加载 [terminology.md](terminology.md)，再直接一次性更新且只处理一遍；它不会调用翻译 skill（技能）、生成简报、执行单独的翻译评审轮次，也不会委派给 subagent。扩展版 [dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) 工作流保留这些较重的机制，仅供用户显式调用。门禁负责检查配对是否完整、记录的 hash、中文反向链接和普通撰写源的切换行（生成源按本文规则例外），以及本文列出的结构签名；翻译质量、术语和签名未涵盖的结构要求仍由评审把关。提示词约定也有可执行实现：[scripts/translation-prompt.ts](../../scripts/translation-prompt.ts) 会把仓库内置的模板（注入术语表；模板自带经人工校准的规则）渲染为英译中或中译英两个方向的提示词，并解析三段式响应；`doc-sync` 中的 `verify-translation-prompt` 会检查两个渲染方向与仓库内示例。

docs/i18n/translation-rules.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 docs/i18n/translation-rules.md
-translation-rules.md: fb6aa9ac05bebe68ff9213af99f64457bdb1ad6f
-translation-rules.zh.md: 04dd0a704e19502c676ea0966437870c5af0624f
+translation-rules.md: ce20ed9a9673b0782ef07c9a4a21ff1c98ace960
+translation-rules.zh.md: daea57ab1d3a1abbad442982c8bb1c189478b8a8

docs/i18n/translation-rules.md

@@ -2,7 +2,7 @@
 
 English | [中文](translation-rules.zh.md)
 
-How to translate between the two sides of a documentation pair in this repo. Both languages carry equal authority ([README.md](README.md)): a change is authored in either language, and that side is the source for that update — these rules govern producing or updating the counterpart. They bind humans and agents equally; the committed agent workflow that applies them is [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md). Rule levels follow RFC 2119 usage: **MUST** / **MUST NOT** are gate- or review-blocking; **SHOULD** needs a stated reason to deviate; **MAY** is discretionary.
+How to translate between the two sides of a documentation pair in this repo. Both languages carry equal authority ([README.md](README.md)): a change is authored in either language, and that side is the source for that update — these rules govern producing or updating the counterpart. They bind humans and agents equally. Routine agent work translates the changed content directly in one terminology-guided pass; the extended [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) workflow runs only when the user explicitly invokes it. Rule levels follow RFC 2119 usage: **MUST** / **MUST NOT** are gate- or review-blocking; **SHOULD** needs a stated reason to deviate; **MAY** is discretionary.
 
 ## Faithfulness
 
@@ -13,7 +13,7 @@ How to translate between the two sides of a documentation pair in this repo. Bot
 ## Voice
 
 - The register is calibrated by [style-samples.md](style-samples.md) — human-approved gold pairs, one per document genre. The counterpart MUST match the target-language side of the nearest sample; where its voice and a prose voice rule disagree, the sample wins. Chinese targets use institutional technical Chinese; English targets use concise professional developer prose.
-- Write as a native technical author restating the content, not as a translator transposing sentences. Then verify against the source clause by clause: nothing added, nothing dropped — fluency never justifies losing a clause.
+- Write as a native technical author restating the content, not as a translator transposing sentences, while preserving every source clause: nothing added, nothing dropped — fluency never justifies losing a clause.
 - Give sentences an explicit actor when the target language would otherwise obscure it; for Chinese, replace vague passives or abstract subjects with the actual actor (系统、门禁、评审人).
 - Prefer established target-language engineering idiom over calques (误报／漏检 for false positive/negative, 执行红线 for enforcement frontier); localize metaphors instead of transplanting them, and unpack noun chains where the target language requires it.
 - Split long paragraphs by semantic unit — one idea per paragraph. Paragraph boundaries MAY differ from the source; the structural signature does not count paragraphs.
@@ -54,8 +54,7 @@ These rules govern the Chinese side; the English side follows the repo's normal
 ## Quality bar
 
 - A pair is done when a bilingual engineer reading either file alone gets everything a reader of the other gets — same facts, same caveats, same tone — and nothing extra.
-- Before handing off, self-check the result against this file and re-read the counterpart ALONE, without the source side by side; awkward phrasing is easier to hear without the source anchoring you.
-- Run `pnpm run verify-translation-pairing` and the rest of `doc-sync` for records, switchers, heading depths, code blocks, table row and column counts, list kinds, ordered-list starts, list item counts, links, and repository Markdown rules. Manually verify list and table order, noncanonical list numbering, inline code, emphasis, meaning, terminology, and tone.
+- Run `pnpm run verify-translation-pairing` and the rest of `doc-sync` for records, switchers, heading depths, code blocks, table row and column counts, list kinds, ordered-list starts, list item counts, links, and repository Markdown rules. Human review owns list and table order, noncanonical list numbering, inline code, emphasis, meaning, terminology, and tone.
 
 ## References
 

docs/i18n/translation-rules.zh.md

@@ -2,7 +2,7 @@
 
 [English](translation-rules.md) | 中文
 
-本文规定：如何在本仓库文档配对的中英文两种语言之间进行翻译。两种语言同权（见 [README.md](README.md)）：每次变更可以用任一语言撰写，被编辑的一侧即为本次更新的源；本文的规则约束如何产出或更新对侧文件。这些规则对人类和 agent（智能体）同等生效；应用这些规则的仓库内置 agent 工作流是 [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md)。规则级别沿用 RFC 2119 的用法：**必须（MUST）** ／ **禁止（MUST NOT）** 会卡门禁或评审；**应当（SHOULD）** 偏离时要说明理由；**可以（MAY）** 自行裁量。
+本文规定：如何在本仓库文档配对的中英文两种语言之间进行翻译。两种语言同权（见 [README.md](README.md)）：每次变更可以用任一语言撰写，被编辑的一侧即为本次更新的源；本文的规则约束如何产出或更新对侧文件。这些规则对人类和 agent（智能体）同等生效。日常工作中，agent 会在术语指导下直接一次完成有改动内容的翻译；扩展版 [.agents/skills/dsh-translate-docs](../../.agents/skills/dsh-translate-docs/SKILL.md) 工作流仅在用户显式调用时运行。规则级别沿用 RFC 2119 的用法：**必须（MUST）** ／ **禁止（MUST NOT）** 会卡门禁或评审；**应当（SHOULD）** 偏离时要说明理由；**可以（MAY）** 自行裁量。
 
 ## 忠实性
 
@@ -13,7 +13,7 @@
 ## 行文
 
 - 语体以 [style-samples.md](style-samples.md) 为校准锚点。人工定稿的金标样例按文体各一组，译文必须参照文体最接近的样例，采用其中目标语言一侧的语体；如果样例与本文的行文规则冲突，以样例为准。译成中文时，采用规范的技术制度文；译成英文时，采用简洁、专业的开发者文档语体。
-- 以母语技术作者的身份重述内容，而不是逐句转写的译者。写完后逐句对照原文核验：不添加、不遗漏——流畅永远不是丢掉语义成分的理由。
+- 以母语技术作者的身份重述内容，而不是以译者身份逐句转写，同时保留原文的每个语义成分：不添加、不遗漏——流畅永远不是丢掉语义成分的理由。
 - 如果直译会让执行主体含糊，请明确写出实际执行者；译成中文时，应由「系统、门禁、评审人」等实际执行者作主语，避免含糊的被动句或抽象主语。
 - 优先采用目标语言中通行的工程表达，避免生硬直译（false positive/negative→误报／漏检、enforcement frontier→执行红线）；隐喻应自然改写，名词链则按目标语言的习惯拆开。
 - 长段按语义单元拆分，一段一件事。段落边界可以与原文不同；结构签名不比对段落数。
@@ -54,8 +54,7 @@
 ## 质量标准
 
 - 一对文档的完成标准：一位双语工程师只读其中任一文件，能获得与另一文件读者完全相同的信息（相同的事实、相同的告诫、相同的语气），并且没有任何多余的内容。
-- 交付前，请对照本文自查一遍，并**单独通读对侧文件**，不与源侧对照；不对照原文时，更容易察觉别扭的表达。
-- 请运行 `pnpm run verify-translation-pairing` 与 `doc-sync` 的其余门禁。这些门禁会检查一致性记录、切换行、标题深度、代码块、表格行列数、列表类型、有序列表起始编号、列表项数量、链接及仓库 Markdown 规则；列表与表格的顺序、非常规列表编号、行内代码、强调标记、语义、术语和语体仍需人工核对。
+- 请运行 `pnpm run verify-translation-pairing` 与 `doc-sync` 的其余门禁。这些门禁会检查一致性记录、切换行、标题深度、代码块、表格行列数、列表类型、有序列表起始编号、列表项数量、链接及仓库 Markdown 规则；列表与表格的顺序、非常规列表编号、行内代码、强调标记、语义、术语和语体则由人工评审负责。
 
 ## 参考资料