生産性ツール · DeepSeek Harness プラグイン — 25 ページ

自进化插件：agent 在 session 内随对话按需给自己长出/剪掉能力 —— evolve_add 把 cordis 插件源码落盘并热挂载（下一 step 工具即可见），evolve_remove 可逆卸载，重启自动恢复

Session handoff from DSH Harmony native surfaces to the Harness workspace

Native DSH Harmony login, sessions, notifications and web session handoff for DeepSeek Harness

Update DeepSeek Harness session titles from the latest human task while preserving manual names.

Generate session recaps and inject bounded agent checkpoints in DeepSeek Harness.

Cybernetic work protocol for DSH: the session goal (dsh-goal) driven loop of task -> verify -> triage agents, implicitly advanced via one workflow run per round. Server plugin + client goal tab.

Session replay, fork-tree, audit & compare visualization for DeepSeek Harness — time machine for your agent sessions

Embedded browser for the DSH web and desktop GUI with multi-tab browsing, workspace frontend review comments, a lightweight CodeMirror editor, and agent tools. Hot-pluggable as a standalone cordis bundle with no DSH source changes. Requires DSH v0.1.1-rc.1 or later.

DeepSeek 余额实时显示插件: 在 dsh Web UI 输入框下方的统计条(命中率/输入输出 token 行)实时显示账户余额与本次对话的估算消耗

Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.

Deepseek Harness 综合智能办事平台 — 独立政务风 WebUI（默认端口 3081），通过宿主 apiProxy 1:1 对接 dsh 的会话/模型/权限/统计等全部 Agent 能力

Bilibili-style live-chat danmaku overlay for DeepSeek Harness Web: preset packs (general/coding/casual), optional LLM-generated quips with smart/interval/tool-call wake modes, draggable control ball, per-session danmaku pools with history replay + archive/restore, heat bar, and a full settings card. / 给 DeepSeek Harness Web 对话区叠加 B 站风格弹幕：预设包、可选 LLM 吐槽（智能/间隔/工具调用唤醒）、拖球、分会话弹幕库（历史回放+归档/恢复）、热度条与完整设置卡。

DSH manuscript GUI: generic workspace tree, prose editor, ghost completion

PII masking middleware for DeepSeek Harness: regex-detect and replace phones, emails, ID cards, bank cards, keys, and (opt-in) IPs with placeholders before they reach the model, keep the restore table host-side (memory plus a controlled storage domain, never the session log) with the /mask restore command and the exported RestoreStore seam, and expose /mask status and the mask_test tool. Name and address recognition needs an external NER recognizer, which this pure-host form does not bundle: mode "regex+ner" and the person/address entities fail loudly at load. The phone and ID-card detectors match mainland-China formats only.

DSH 上下文透镜 + 成本治理插件：token 用量可视化（每次请求的上下文构成、KV 缓存命中率）+ 每轮/每会话预算控制（超限提醒/拦截）。DSH web plugin: context lens (token usage visualization, KV cache hit rate) + cost governance (per-turn / per-session budget with warn/deny).

DSH 记忆插件：全局/项目两级记忆持久化，会话开始时注入系统提示词，设置页可视化面板（新增/修改/删除需用户确认），memory_query 只读查询工具。DSH web plugin: global/project memory with system-prompt injection, settings panel and a read-only query tool.

DSH 通知提醒插件：会话结束/agent 询问/等待审批时弹浏览器通知+提示音，点击跳转会话，支持远程 webhook 触发。DSH web plugin: browser notification + beep on session end / ask / approval, click-to-focus, remote trigger hook.

DSH 可观测性 + Git 工程工具插件：事件审计（agent 行为记录，跨会话持久化 + 查询 API）、资源看门狗面板、结构化 Git 提交（Conventional Commits）、增量 diff 审查（提交前审查）。DSH web plugin: persistent event audit log with query API, resource watchdog panel, structured git commits, pre-commit incremental diff review.

DSH opencode 会话头注入插件：包装 llm/stream 建立 AsyncLocalStorage 会话上下文 + 单层 globalThis.fetch 补丁，为 opencode.ai（含子域）的推理请求注入 x-opencode-session 头，修复 OpenCode Go 网关 400 MissingSessionID。DSH web plugin: injects the x-opencode-session header for opencode-go model routes.

DSH 远程控制插件：ask/approval/end 事件下发到外部通道（手机/IM webhook），远程回答 ask、批准 approval、查询状态、继续会话；适配器接口可扩展微信/QQ/飞书机器人。DSH web plugin: push ask/approval/end events to external channels, remote answer + approve with token auth and audited commands.

DSH skill 管理：分「全局 / 项目」查看 skill 列表，按项目启用/禁用（禁用即不注入该会话）。DSH web plugin: per-project skill management with global/project views and enable/disable toggles.

Live Agent Teams task, communication, subagent, and Workflow topology for DeepSeek Harness

UI harmonizer for DeepSeek Harness: normalizes unfinished or self-contradictory official UI, reconciles style conflicts between installed plugins, and unifies the visual language 鈥?with live-customizable chat width, markdown font size, workspace scale, UI font stack and a rounded center-column card from Settings 鈫?General, all following official design tokens. Client-only dsh bundle, zero model cost, no host side, removable without residue.

万象知识库：一键沉淀 Harness 会话、本地知识检索与工具目录