subtitle-studio
Multi-language subtitle translation workflow for dsh: SRT/VTT parsing, sentence-level LLM translation, bilingual merge, alignment validation, and batch processing.
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Multi-language subtitle translation workflow for dsh: SRT/VTT parsing, sentence-level LLM translation, bilingual merge, alignment validation, and batch processing.
把 N 次 LLM 调用压成 1 次 —— DeepSeek Harness(DSH)的极致调用压缩插件:标题短路 + 飞行去重 + 24h 回放缓存 + 批量归并。
DSH Web GUI archived-sessions manager: workspace-grouped settings page with archive time, multi-select and batch delete. Host half tracks the archive-time ledger; client half renders the management UI.
Queue Consolidation for DeepSeek Harness: when the agent is busy and you queue several follow-up messages, the next turn runs with ONE consolidated formal prompt — the model rewrites the batch into a single prompt and executes once, instead of piecemeal one-message-per-turn rework.
批量重命名:按查找/替换、前缀/后缀、大小写规则批量重命名文件,支持 dry-run 预览
DSH web plugin: native sidebar batch-delete for sessions (header button + row checkboxes) with self-healing slot patch.
Enhanced ask_user_question composer for DeepSeek Harness: batch tabs, number-key answers, and a confirm summary on top of the stock question flow
DSH recycle bin plugin: move archived conversations to a recoverable trash, batch restore or permanently purge, with cross-platform safe file handling.
Line-anchored read/edit/batch_edit/grep/undo_last_edit tools for DeepSeek Harness (dsh). Every line is addressed by `<line>:<anchor>` so chained edits skip a re-read; stale or ambiguous anchors are rejected and a fresh `<line>:<anchor>` is served back. Undo persists across restarts. Ships a companion web client half rendering hashline-branded read/edit cards.
把技能当可训练参数:像训练神经网络一样训练 agent 技能(epochs/batchsize/learning rate/验证门禁,但不碰模型权重)——rollout→reflect→aggregate→select→update→evaluate 循环、候选编辑仅在严格改善 held-out 验证分时接受、文本学习率预算、零推理时模型调用、部署紧凑 best_skill.md。受 microsoft/SkillOpt(MIT)启发。
Reconciliation: statements, invoices and ledgers that have to balance. Bank/credit statement PDFs and invoice batches into ledger-ready tables, then reconciled — on a shared key in integer cents, or with no shared key at all by amount, date window, reference numbers and fuzzy counterparty names.
TiddlyWiki 5 as the DSH persistent knowledge base: fifteen tiddlywiki_* agent tools (filtered search/recent/tags/batch/rewrite/trash/lint + git sync & conflict resolve), a full TiddlyWiki editor embedded in the GUI center column (same-origin proxy, works
为 DSH 会话列表提供多选与批量归档,并在提交前进行二次确认。
Multi-engine web search for DeepSeek Harness: an aggregated ctx.web search provider (auto-routing + sequential fallback, free engines keep search alive) plus a web_search_pro model tool with per-query engine choice, fan-out, batch and verticals — Brave, B