Workflow & Automation

Dual-host coordination for DeepSeek Harness: hand a task off in local chat, run bounded jobs in a cloud worker, then review results and approve follow-up steps in one workbench. Includes protected six-page onboarding, per-task model selection, a task approval ledger and stepwise controlled delivery.

OpenSpec spec-driven workflows for DeepSeek Harness, generated from OpenSpec 1.14.3: twelve /opsx-* slash commands that carry the workflow prompt plus the arguments you type, and twelve openspec-* skills the model loads on its own.

Mailbox for DeepSeek Harness: sessions pass letters through a shared folder, and an hourly randomized scheduler can wake a session on its own (mutual letters between two sessions, or a gentle nudge to the owner). Per-recipient hourly rate limit and a UTF-8 log.

AI 课程 — 把学习诉求与手头资料变成结构化、可讲授、纯本地的课程

Web of Science 文献流水线插件：检索式迭代历史与数量闸门（未过闸门强制用户确认检索词）、PDF 收编与 %PDF- 审计、解析编排（复用 dsh-pdf-mineru）、知识库骨架与五层 lint/index、浏览器作业守卫（强制关 tab / 强制把验证交给人）。全流程不依赖任何 skill。

Better subagents for DeepSeek Harness: choose the default subagent model, see each subagent conversation's model in its header, and wait for subagents with a blocking wait_subagents tool instead of sleeping or polling.

Report-and-ledger plugin for DSH: front-matter 汇报 as the first-class agent-to-agent interaction primitive, with upward/downward delivery, co-authorship, CC, and a complete transfer-path audit trail; plus a conversation timeline tab.

Task-list staleness guard for DeepSeek Harness: when the model stops updating its todo list but keeps working, the guard appends a short reminder before the next step so the list gets written back to the real progress. / 任务清单陈旧度守卫：模型建了清单却忘记回写时，在下一步之前自动追加一

Team Workspace: native DSH team delegation, task state and independent review

Session Fleet: model-facing tools that let one DeepSeek Harness agent discover, read, create, and message other DSH sessions.

Sidebar todo list for DeepSeek Harness — grouped buckets, recurring tasks with weekday or month-day rules, a month-view calendar, and an agent tool that reads and writes the same JSON file.

System-1 decision guard for DeepSeek Harness, 4 questions asked before tool calling (risk reversible, relevance, injection suspension) and allow/ask/reject action. Needs an API key for a system-one compatible provider; decision requests are sent there.

Per-target scheduled wake-ups for a DSH workspace: interval, quiet hours, daily cap and a prompt per target; each wake-up waits for the turn it started and records the outcome, and a turn that never finished is not counted as done.

Reflex arc for DS Bot: runs as a sibling DSH plugin with no change to ds-bot, collects facts in cheap layers, scores them with a local decision model, and wakes a Bot only when something crosses a threshold.

Beta: a project supervisor for DeepSeek Harness — standing rules plus a Web panel (three switches, dispatch modes) that splits a goal into parallel teammate dialogs, checks engineering baselines, interviews new-project requirements and protects beginners. The standing rules come from the repo kit installer, an optional separate step.

Thinking-sorting plugin. A switch beside the composer puts the session into a three-stage mode — sort, critique, research — and each stage has a checklist of what it should produce before you press the advance button; finished ideas are filed by genre into Settings → Thoughts Center. A floating notebook holds half-formed sparks and opens a new session with the chosen one already written into the input box.

ZenTao work panel in the DSH left sidebar: lists tasks, bugs and stories assigned to you (web-login protocol, so instances where the RESTful v2 API is unavailable are supported — verified on ZenTao 18.13 open-source) with search, smart sort, overdue / due-today filters and a flow-board view (cards and details also show the owning project, execution, product and module, effort estimated / consumed / left, and the parent requirement or source bug); opens a new chat pre-filled with the card's description, recent comments and screenshots (or a blank one), or dispatches it to a new background session with workspace, model, reasoning-effort and optional-instruction selection (single or multi-select batch), turns screenshots inside ticket descriptions into real image attachments, reads back the linked session's latest reply once a card is done and lets you answer the agent from the panel while it waits on you, and tracks each card with live running / needs-decision / done status plus manual overrides and a manually-marked finished state, with a deep link to ZenTao's finish / resolve page, and caches list and detail data locally so reopening the panel or a card paints instantly with a silent refresh. Multi-account; read-only, no writes back to ZenTao.

Project Manager — 侧边栏实时进度看板（DSH 双面插件）：项目进度树 + 百分比与未完成计数、关注/门控/交接、回滚点与审查。

Bundles 61 specialist workflows and a Chief of Staff coordinator in one plugin, with local intake, delivery, recovery, and evidence tools.

A /agentinit command that builds, repairs or audits a repository's AGENTS.md inside a subagent: the child reads the method file itself and checks every command and path it writes with the bundled read-only checker, so no instruction body enters the main conversation. The bundled checker is a Python script, so Python 3 must be on PATH.

Runs shell scripts on cron or interval schedules inside the host with no model call, logging every run and waking the model only when a script's output changes.

A work assistant for WeChat: it records what you tell it into a SQLite task ledger, ranks items by urgency, reminds you on schedule, extracts people and their relations from your notes, and hands tasks to separate assistant sessions. Ships its own WeChat bot channel (scan to log in; private chat only) and a full-page dashboard.

为 DeepSeek Harness 注入递归自化能力优化，以及可视化调整

MCode workflow UI and runtime integration for DSH