组合包与其他模块

以 profile 组合包形式交付的共享 dsh 核心：`cordis.patch.yml` 在空的 profile 根之上插入全部基础插件行——模型适配器、共享的 `agent-default-model` 选择、工具、持久化、策略、settings／credentials、遥测与宿主级 subagent provider——作为每个 profile 的 `dsh.profile.bundles` 列表中的第一层。Codex 与 Claude Code provider 以休眠状态加载；Agent Preset 分别决定自己的 agent 是否贡献任一面向模型的委派工具。后续的组合包层（例如 `dsh-web-app`）和用户 profile 的 `cordis.patch.yml` 按 id 覆盖这些行；patch 会替换目标行的整个 `config`，因此模式专属的值放在各模式组合包中，而不是这里。该包没有运行时 API；profile 组合器通过 manifest（元数据清单）的 `dsh.bundle.patch` 字段解析 patch，绝不通过代码。

dsh 一次性任务组合包。`cordis.patch.yml` 直接叠加在 `dsh-base` 之上：提供编码 persona 和工具模式、禁用 HMR（热模块替换）、将 Code Mode 的 worker 作为核心执行能力挂载，并插入本包的 `headless-runner` 插件（配置为 `{task}`，从注入的 `headlessStartup` 提供方解析）。它不挂载任何 Host、HTTP server、Web runtime 或浏览器插件。

dsh 浏览器表层组合包。`cordis.patch.yml` 叠加在 `dsh-base` 之上：设置 coding persona，插入 Web 宿主行（webserver、API 网关、workspace、投影缓存、存储）、浏览器插件名录与始终挂载的客户端插件重载链（`dsh-client-hmr`，在重建 watcher 改写客户端 bundle 之前保持空闲），并挂载本包的 `web-runtime` 粘合插件（配置为 `{printUrl, surfaceContext, trustedHosts}`）。该插件通过 `@deepseek-ai/dsh-web-frontend` 的 exports 解析已构建的前端 dist，只采样一次依赖 bind 的 LAN 信任信息并将其作为 `webRuntime` 提供给浏览器信任栅栏和客户端名录，挂载 `frontend-static` 回退席位所有者，在 `surfaceContext` 为 true 时注册 Harness 源码与 Web 表层提示词段落，以及 bash 可见的 `DSH_WEB_URL` 运行时变量，并在 `printUrl` 为 true 时等自身的 Loader 配置树结算后再打印 `dsh web:` URL 行，避免兄弟行失败时公告一个已失效的应用。本组合包还持有应用命令行：普通 `web-startup` 提供方（`src/startup.ts`）注入 `ctx.cmdlineArgs`（`dsh-cmdline`），解析 `--host`、`--port`、可重复的 `--trusted-host` 以及应用自己的 `--help`，再提供 `webStartup`。它会在发布该服务前拒绝 `--host 0.0.0.0`，因为 CLI 目前有意不支持绑定所有网络接口。由 flag 配置的行会注入该服务，并在惰性配置中直接读取它，因此参数解析完成前不会有任何东西绑定端口，`dsh --profile web --help` 也不会启动服务器。`dsh-headless` 是同一 base 之上的同级表层，不挂载本组合包。

按 preset 组装 agent（智能体）。**preset** 是一个目录，其中放置一份 `agent.cordis.yml`；roster 在整个进程内只把它挂载一次（常驻 scope），命名它的每个会话通过把自己 agent 的 scope key 认父到该挂载（`dsh-scope` 的父链）来加入。挂载的工具、提示词段落与投影单元只存在一份，覆盖所有已加入的 agent——其插件本就按 Session/Agent 分键存状态，会话在共享实例内互不串扰——而完全没有 agent 的宿主读取方（冷读记录）也能按 preset id 解析到同一份常驻注册。

把 agent（智能体）人设做成一个可组装的行：它既可以遮蔽部署级人设，也可以拥有完整系统提示词。

Append ambiguity-handling rules to dsh system prompt

DeepSeek Harness 主动限速插件：按 provider 令牌桶限速，超限延迟排队而非失败

Task-isolated long-term memory for DeepSeek Harness: remember / recall / search stay inside one task boundary, with optional prompt injection.

Local-first, evidence-backed session retrospectives for DeepSeek Harness

小律同学 Agent Skills catalog + DeepSeek Harness skill provider

Free MIT-licensed DSH plugin for task-aware Agent Harness routing and local model optimization

OpenRouter for tools - 2,896 agent-friendly tools, pay for the usage, not subscription

Active Context Pruning (ACP) for the DeepSeek Harness — model-driven context management as a CompactionEngine backend.

在 DeepSeek Harness 里做 PPT：说需求 → 逐页制作 → 导出可编辑的 .pptx。含布局检查、Office 真渲染复核，以及可扩展的本地模板库

Observe-only provenance ledger over public DeepSeek Harness runtime evidence

DeepSeek Harness plugin: gzip /api responses for DSH versions before 0.1.2-rc.1 — fixes history loading failures over slow links; DSH 0.1.2-rc.1+ is unsupported

DSH plugin: agent-schedulable recurring timer tasks with veto. When a task fires, the owning session (or its blocking subagent) is prompted and may veto (timer_veto tool or marker file); the command runs only when nobody vetoes.

A beginner-friendly configurable greet tool plugin for DeepSeek Harness.

Save and load a compact, Git-tracked handoff for DeepSeek Harness sessions

Native full-screen MCP manager for dsh-TUI

Windows desktop launcher for DeepSeek Harness with a whale-girl icon, startup progress window, and a system tray controller.

Feishu (Lark) long-connection channel plugin for DeepSeek Harness (dsh) — zero npm dependencies

Fixes the DSH Desktop built-in pwsh/shell silent empty-result bug by self-healing the Electron sandbox runner (injects ELECTRON_RUN_AS_NODE=1) on every boot, and provides the pwsh_direct rescue tool that spawns PowerShell directly via node:child_process (pwsh 7 preferred, Windows PowerShell 5.1 fallback), optionally gated by the dsh-powershell-check pitfall checker.

Self-hosted crypto portfolio dashboard as a DSH plugin: Bitcoin, EVM (73 chains), Solana, Dogecoin, Cardano, Hyperliquid L1 and read-only CEX accounts in one view. Zero-dependency web UI (Python stdlib + vanilla JS).

Minecraft Java Edition immersive theme for the DeepSeek Harness web UI: a full main menu with a rotating cubemap panorama, an in-world HUD chat console, a Minecraft-style thinking mini-game, and gamified sessions, tools, approvals, presets, and settings — all over the stock DSH JSON-RPC/WebSocket APIs.

Terraria pixel theme for the DeepSeek Harness Web UI: a self-contained frontend that replaces the served dist, with the Guide NPC dialog, character-creation mode select, quest HUD, 8-bit sound feedback, and wallpaper system.

A DeepSeek Harness (dsh) plugin that records what you understood while reading open-source code: quick-capture notes or full deep-reading notes, grouped into one card per repo / file / symbol, stored as Markdown + JSONL you can open in Obsidian; replay any card back to an earlier read, query past reads, and link cards to notes already in your own Obsidian vault. 中文名：源码阅读档案。

Adaptive product discovery for DeepSeek Harness using native question dialogs and requirement confirmation.

中文前提锚点守卫（前提守卫）：压缩摘要丢失关键前提时报警。fork of ICCuse/dsh-premise-guard (MIT)，为中文小说创作项目定制：中文引号/书名号/术语链/编号/仓内路径锚点 + 手动锚点清单（.dsh-meow/anchors.md）+ premise_anchor 工具。

Add no-key hosted or OpenAI-compatible vision to DeepSeek Harness while keeping the configured reasoning model

DeepSeek Harness plugin: registers the 文献精读模式 (Deep Paper Reading) agent preset — figure-by-figure, experiment-by-experiment close reading of a single biomedical paper.

网页抓取与分析插件：抓取网页正文并给出统计与关键词分析，支持内容图片下载与识图分析器扩展接口。

DSH bundle that adds the unity-dsh-bridge skill: control Unity / Tuanjie editor over a local HTTP bridge

Prevents the DeepSeek Harness cold-start turn stall: after a restart or session load the first turn can block forever while the token meter synchronously replays the whole session log; this plugin compacts the session before its size reaches that danger zone, so the replay stays cheap.

DeepSeek Harness 实时 AI 自审插件：报错/警告连同时间、错误码、会话、用户原话、AI 动作与工作区写入日志目录，并主动通知 AI

Hard-stop consecutive identical DeepSeek Harness tool calls after a configurable streak.

Hard-stop DeepSeek Harness tool use after a per-session call budget.

DeepSeek Harness tool: open http(s) URLs in the Windows default browser from WSL.

DeepSeek Harness WSL plugin: khal calendar list (read-only).

DeepSeek Harness tool: read/write the Windows clipboard from WSL.

DeepSeek Harness WSL plugin: docker compose ps/logs; optional up/down with confirm+allowMutate.

Safe Git credential hints: GCM path, HTTPS vs SSH origin (never returns secrets).

DeepSeek Harness WSL plugin: read-only psql and redis-cli probes.

distro_info: structured wsl -l -v, default vs current distro, UNC path safety.

Inject WSL/Windows path and shell facts into the DeepSeek Harness system prompt.

Proxy-aware web_fetch provider for WSL: send official web_fetch through Windows HTTP_PROXY instead of pinning a public IP from Linux.

DeepSeek Harness WSL plugin: capped git_status_summary and git_diff_stat (no full patches).

GitHub App tools for WSL dsh: hint (env file existence) + repo PR/Actions status; never dumps secrets.

DeepSeek Harness WSL plugin: read-only glab MR/issue/ci status.

DeepSeek Harness tool: GPU/VRAM doctor for WSL — nvidia-smi, Blackwell hints, inference port contention.

DeepSeek Harness WSL plugin: read-only helm list/status/history.

DeepSeek Harness IM bridge for WSL: Feishu / WeCom / DingTalk / QQ / Slack / Discord / Telegram / Mattermost into ctx.agents (plus im_status tool).

DeepSeek Harness WSL plugin: call TypeSafe Jev / OpenRouter System One for noul, choice, and score decisions (jev_ask / jev_check / jev_rank).

DeepSeek Harness WSL plugin: read-only kubectl helpers (get/describe/logs truncated).

DeepSeek Harness tool: launch allowlisted Windows apps from WSL.

DeepSeek Harness WSL plugin: llama.cpp / Unsloth Desktop OpenAI-compatible chat (status + completion).

DeepSeek Harness WSL plugin: himalaya/notmuch mail list-search (no send).

DeepSeek Harness WSL plugin: ffprobe, ffmpeg extract/thumbnail, PDF, whisper, pandoc, tesseract, exiftool.

Diagnose WSL/Windows proxy, Node 24 fetch, dsh web process env, proxy TCP listen, DeepSeek/npm/ModelScope reachability.

DeepSeek Harness tool: Windows MessageBox notification from WSL.

DeepSeek Harness tools: drive Obscura headless browser (fetch/status/MCP hint) from WSL.

DeepSeek Harness tools: bridge WSL dsh agents to a Windows Obsidian vault (status/open/read/write/search).

DeepSeek Harness WSL plugin: Ollama list/chat/embed against local models.

Convert WSL/Windows paths with /mnt tags and mnt_doctor/encoding_doctor pointers.

DeepSeek Harness WSL plugin: npm/pip/cargo dependency tree summaries.

DeepSeek Harness WSL plugin: headless Playwright URL fetch in WSL.

WSL port doctor; dsh ≥0.1.2 uiPlaybook uses :3081/?token= (bare :3081 is 401).

DeepSeek Harness WSL plugin: read-only rclone listremotes/lsf/about.

DeepSeek Harness WSL plugin: sandboxed ripgrep/fd/ast-grep under allowlisted roots.

DeepSeek Harness WSL plugin: pass/age secrets with allowlist; list/exists; secret_to_env without dumping values into chat.

DeepSeek Harness WSL plugin: sandboxed jq / yq / read-only sqlite3.

DeepSeek Harness WSL plugin: systemd --user list/show/journal (read-only).

DeepSeek Harness WSL plugin: terraform/tofu plan summary + state list (never apply).

DeepSeek Harness WSL plugin: tmux list + capture-pane (read-only).

DeepSeek Harness WSL plugin: tiny local vector memory via Ollama embeddings + JSON store.

DeepSeek Harness WSL plugin: vLLM OpenAI-compatible status + chat (Docker/local serving).

Text & document localization plugin for DeepSeek Harness (DSH): lossless tag-protected extraction, batch slicing and assembly for translation workflows

Local browser and macOS desktop controls for DeepSeek Harness

DSH Web plugin: Archive-All action on every workspace folder menu in the sidebar (Ungrouped bucket included) — archives all unarchived sessions under that folder after one confirm; running, currently open, blank and subagent sessions are skipped.

Education mode for DeepSeek Harness: research a course, teach it, write the class notes, and quiz the learner.

OS-isolated capability capsules for third-party DeepSeek Harness plugins

Harness-native J-Space cognition preset with cache-stable scoped prompt control.

NanoBot Subagent Bridge — lets DeepSeek Harness run the local nanobot AI agent (HKUDS/nanobot) as a subagent via a nanobot_run tool (oneshot CLI or persistent OpenAI-compatible server).

Claude Code-style long-term memory for dsh: markdown memory files with frontmatter, MEMORY.md index, session-start prompt injection, and a memory tool.

LinShang LS125 UV irradiance meter / UVALED-X3 probe: fully reverse-engineered 9600 8N1 protocol (28-byte frames, CRC-16/MODBUS, poll + clear commands) provided as a DSH skill, together with the capture/decode toolchain and a verified STM32F103 host firmware.

Generates and installs a verified one-click desktop launcher for DeepSeek Harness on Windows, after checking Node, npx, the desktop folder, and whether the target port is already serving a Harness instance.

DeepSeek Harness (dsh) task-completion notifications: native desktop alerts on macOS/Windows/Linux plus zero-config phone pairing (PWA + Web Push) with optional cloudflared public tunnel.

Plan 模式心智映射:read-only 权限显示为 "Plan",审批策略 never(拒绝即最终,不准申请权限),文件只读 + 网络搜索可用。

Witness — the quality gate for agent-built web apps. Independent browser acceptance testing: CLI, MCP, AI-drafted checklists, visual regression, multi-browser. Agents self-test and pass; real browsers tell the truth.

DeepSeek Harness plugin: intercept a page's real data APIs (XHR/fetch JSON) and return structured fields — comments, rankings, prices, tables — with token-efficient field extraction. Requires playwright.

Personal bookkeeping plugin for DeepSeek Harness: record expenses/income (single or batch), list, monthly/annual stats with month-over-month trend, budgets with progress/over-limit alerts, soft-delete with restore, CSV export and self-contained HTML reports. Zero runtime dependencies, local JSON storage, token-efficient output.

DSH 识图桥接插件：让 DeepSeek 等纯文本模型会话也能发送图片——图片在进入模型前自动交给外部视觉模型（阿里云百炼 qwen-vl）识别，识别结果以文字形式喂给当前模型。

DSH-KRouter — Agent knowledge OS. Self-evolution. Timer on by default; your vault-page API key or logged-in CLI is the key. Cursor, Codex, Claude Code, DeepSeek Harness. No vector store.

A DSH Bundle that registers a multi-source capability discovery and risk inspection Skill.

Read allowlisted remote logs over SSH from DeepSeek Harness conversations

dsh host 插件：让自定义提供方（pi-ai hand-declared routes）的所有模型都能在模型选择器中选取思考强度（reasoning effort，默认含 low/medium/high/xhigh/max），自动回填缺失的 maxTokens/contextWindow，管理路由级默认推理等级（默认 max），并按协议类型（openai-completions / openai-responses / anthropic-messages）管理路由 compat（自动补 supportsDeveloperRole: false、默认不写 thinkingFormat、剥离失效开关）。

Automatically maintains stable emoji session titles for DeepSeek Harness from recent user prompts.

DeepSeek Harness desktop popup plugin: shows AI thinking status in a bottom-right always-on-top card, alerts on permission requests and completion, with a DeepSeek-style UI

DeepSeek Harness 插件安装前兼容性预检守卫：检查 Node/engines、@deepseek-ai 核心包 peer 版本与 dsh 清单，支持隔离试启动与确认后修复安装，防止版本不兼容导致崩溃。

DSH Web 界面右下角的 DeepSeek 余额小鲸鱼挂件:余额/今日已用/峰谷定价、自定义泡泡点击序列(文本/余额/今日/峰谷/图片/随机语句与并列加权选择)、逐行样式与字体、悬浮快捷编辑、音效与每轮消耗、自定义角色/动图/音效、吸附与翻转自定义

DSH compatibility guard: repairs compaction limits, fail-safe sandbox escalation, and missing tool descriptions for third-party models; capability lookups are cached and the deprecated prompt-injection path is off by default.

Windows-only composition bundle for DeepSeek Harness web: a system-tray icon appears while `dsh web` runs (open UI / open logs / stop / restart), plus a silent desktop launcher that reproduces the exact host invocation. Win32 only.

Fact-checking skill for DeepSeek Harness: verifies claims against the open web instead of model memory, cross-checks independent sources across domestic and international search ecosystems, and can route three factual judgements (does the evidence support the claim / is this source primary / does this page carry usable text) to a TypeSafe Jev (System One) decision model when a key is configured, falling back to the skill's deterministic rules when it is not.

Pre-execution safety valve for DeepSeek Harness: a TypeSafe Jev question decides whether a shell command/script would irreversibly delete or overwrite real data. Four states (allow/revise/block/escalate), mounted on tools/pre-execute. Zero dependencies; WSL/Linux (bash) and Windows (pwsh); one-shot tokens, credit-exhaustion degradation, shared audit log; bilingual (zh-CN / en) messages.

Engineering workflow layer for DeepSeek Harness (dsh): a disciplined-engineer agent preset with five gated phases — requirements clarification, plan approval, TDD implementation, parallel subagent execution, and verified finishing. Skills adapted from the obra/superpowers workflow methodology.

Cross-ecosystem aggregation base ('聚合的聚合'): syncs the GitHub dsh-plugin topic + npm registry into one open JSON index, queried by model tools, a CLI (dsh-feed), and a minimal stdio MCP server

Agent governance suite for DeepSeek Harness (enterprise companion): policy-based tool gating (allow/deny/ask), structured JSONL audit trail, and per-agent token quotas against the host token meter — state under $DSH_HOME/gov

Plugin insight center — one answer to '哪些值得装': requirement matching (plugin_guide), environment recipes (recipe), health scoring (plugin_rank), static security scanning (plugin_audit), and a single install verdict (plugin_verdict)

Requirement-driven dsh plugin discovery and environment recipes ('点菜, not 逛超市' / 插件界的 dotfiles): plugin_guide matches natural-language needs to a curated directory with a scored match breakdown and category/tag filters plus per-category diversity; recipe installs whole environments from bundled community bundles with ordered plans

Academic writing toolkit for DeepSeek Harness agents: paper outlines, title/abstract skeletons, GB/T 7714 / APA / MLA citations and reference lists, LaTeX snippets, structure checks, term glossaries, phrasing QA, and a pre-submission checklist

Education toolkit for DeepSeek Harness agents: lesson-plan skeletons, quiz validation, question scaffolding, analytic rubrics, grading sheets, study plans, class statistics, flashcards and readability levels

Finance data toolkit for DeepSeek Harness agents: number/currency formatting (incl. Chinese wan/yi units), return & CAGR math, valuation and profitability ratios, PV/FV, DCA/compound projections, portfolio rebalancing, metric trend analysis, peer percentile comparison, risk metrics, and a data-quality checklist

Installation safety gate & data-protection guard for DeepSeek Harness: 60 static signature rules scan plugin sources for malicious install scripts, credential theft, obfuscation and network callbacks before 'dsh plugin add', with scan baselines (gate_diff), structured reports (gate_report), 12 destructive-command patterns and workspace-boundary checks.

Local-life toolkit for DeepSeek Harness agents: budgets, bill splitting, unit-price comparison with spec normalization, stacked discounts, unit conversions (jin/li/chi, C/F), expense-ledger summaries, loan amortization, recipe costing, and trip checklists

Plugin recommender for DeepSeek Harness: search and rank DSH plugins from an embedded marketplace catalog by need description, category and tags, with scored match breakdowns, repo deduplication, per-category diversity, nearest-alternative suggestions, and a live catalog refresh from the awesome-dsh-plugin README

Translation toolkit for DeepSeek Harness agents: segmentation, term extraction, durable glossary and tone memory, cross-segment consistency checks, source-target QA, heuristic quality scoring, tone guides, and a durable translation memory

Verification toolkit for DeepSeek Harness agents: evidence-based claim checking against workspace files with line citations, config validation (JSON/YAML), HTTP URL status checks, npm package checks, GitHub repo submission-readiness checks, and batch verification with bounded concurrency and per-result confidence grading

Scenario bundles of dsh plugins ('插件界的 dotfiles'): a recipe tool that lists, searches, applies and composes ready-made plugin environments with ordered install sequences

DSH 新手入门包：安装即得欢迎语、从 0 到 1 学习路径、按场景推荐插件、新手自查清单，并与 dsh-handbook-zh 中文教程联动。Starter pack for DeepSeek Harness beginners (Chinese).

DeepSeek Harness plugin: the Specify (Spec-Kit) spec-driven development skill suite

Computer Use 插件：虚拟鼠标真人操作 + 原生视觉模型接入（deepseek-v4-flash-vision-exp 直读截图），screen_observe 等 12 个模型友好工具

DeepSeek Harness GitHub plugin: review PRs, triage issues, debug Actions CI, handle review feedback, and prepare code changes for review — via gh CLI or REST, no extra sign-in required.

DSH plugin: a model-facing rename_session tool, so the agent can retitle a session from inside the conversation. Zero runtime dependencies.

Keyless web search for DeepSeek Harness. Fixes web_search 401 on Trae/WorkBuddy credits setups — no API key needed.

macOS-only DeepSeek Harness bundle for a private Cua Driver computer-use runtime.

DeepSeek Harness plugin: local-first visual React/Tailwind designer with a jailed tool surface.

Dispatch coding agents into the local Orca desktop from DSH chat.

Continue Codex, Claude Code, Cursor, Grok, and Pi work in DeepSeek Harness.

Native desktop web-shell for DeepSeek Harness (dsh) — installable as a dsh profile bundle

Native adaptive intelligence layer for DeepSeek Harness: memory, skills, /learn, background review, and curator — no Hermes or Python dependency.

DeepSeek Harness plugin: turn lines of narration into a finished vertical reel. Free neural voice-over, burned-in captions, no API keys.

dsh IM hub: WeChat(ilinkai) / QQ / Feishu bridge with proactive push & remote monitoring

Press Enter to approve the sandbox permission-escalation prompt in the DeepSeek Harness WebUI instead of clicking the Allow once button.

Persistent watchers that wake the DeepSeek Harness agent when new messages arrive — the harness analog of Claude Code's Monitor tool.

SearXNG-backed search provider (local meta-search JSON API) for the DeepSeek Harness web capability seam (ctx.web)

LAN / remote access support for the DeepSeek Harness Web UI: self-contained 0.0.0.0 binding, remote Host settings, automatic /api trust-fence widening, and an insecure-origin randomUUID polyfill.

DSH Web 界面的半透明红色关闭按钮：SVG 图标、可拖动、记忆位置，二次确认后优雅关闭当前 DSH 进程并关闭本页

DeepSeek Harness plugin: join ACN so this agent can discover, message, and collaborate with other agents. Defaults to the China region.

DSH plugin bundle that mounts mcptoon as an MCP server: compresses MCP tool discovery from 71,929 to 581 tokens across 255 tools (-99.2%, measured).

DSH 技能包插件（汉化版）：把 mattpocock/skills 仓库的 25 个 promoted 技能（engineering 18 个 + productivity 7 个）全文汉化后打包为 host 端 Cordis 技能 provider，经 ctx.skills 注册（rank 600 bundled 级），供 DSH 技能系统发现与调用。原出处：https://github.com/mattpocock/skills（作者 Matt Pocock，MIT 许可）。

Hot-switch agent presets (working modes) inside a running DSH session: mode changes are armed immediately and applied at the next step boundary through agentPresets.recompose, via the /mode slash command.

Model-authored context pruning for DeepSeek Harness through the official compaction API.

Add models.dev reasoning levels to unconfigured third-party DeepSeek Harness models.

DSH plugin: pipes oversized command output through the external rtk CLI and hands the model RTK's condensed output instead of the raw text (a tools/post-execute result transformer).

Agentic Control Plane for DeepSeek Harness — check every tool call against your policies before it runs, and keep a durable record of what was allowed and why.

DSH skill bundle: the Agora skill (RTC, RTM, ConvoAI, CLI, Cloud Recording, tokens) synced verbatim from AgoraIO/skills at a pinned release tag. Install to add the `agora` skill to DeepSeek Harness.

订阅 turn/end 对本轮完整对话做 LLM 蒸馏（被否决方案/踩坑记录/工程约束），打 type:rejected_solution 标签写入 MemOS；编码任务时对 rejected_solution 记忆做检索权重提升。复用 MemOS 向量检索、归档淘汰、生命周期能力。

DSH Skill adapter for the build-dsh-plugin development workflow

Feishu/Lark bot bridge for DeepSeek Harness — control DSH agents remotely from Feishu.

Local-first AI teaching workspace for DeepSeek Harness — context, unit packages, assessment diagnosis, and next-lesson feedback loops

mv-superds standard DSH plugin: one-click installs the mv-standard / mv-ptc / mv-creative anchored agent presets into $DSH_HOME/.agent-presets.

DSH plugin for DeepSeek Harness: 25 model tools spanning PubMed, Europe PMC, PubTator3 & Semantic Scholar — entity-aware search, cross-source unified search, metadata, full text, citations, MeSH & ID tools, citation counts & recommendations — plus a personal literature knowledge graph with an AI-powered PubTator3 concept layer.

Godot Engine 4.x full-stack game development skill for DeepSeek Harness (DSH). A host plugin that registers the `godot-4-development` skill — covering renderers, 2D/3D graphics & physics, GDScript/C#, shaders, audio, input, navigation, networking, i18n, GUI, animation, file formats, mobile/XR and exporting — so any session can load it via the `skill` tool.

DeepSeek Harness task-protection plugin: plugin preflight scanner (catches missing `inject` declarations that crash the host), loop detection (repeated identical tool calls -> steer to a new approach), recursion guard (nested subagent depth cap), and interruption awareness (status route with safeToRestart). Never terminates tasks — only steers via injected messages. Zero npm dependencies.

DeepSeek Harness watchdog plugin with a monitor → judge → continue/fix/redirect flow and NO task termination: in-flight operations are treated as progress (never steered), and only true silence triggers a diagnose → fix → redirect message ladder (repeats forever) plus a JSONL event log and loopback status route. Zero npm dependencies.

Local-first pre-merge delivery receipt generator

Neutralize tool calls with invalid JSON arguments on the wire, so one malformed model generation cannot brick a session against strict OpenAI-compatible servers (vLLM et al).

DeepSeek Harness Host plugin for alexhegit/h3-hip.c (--serve, protocol v1alpha)

Fusion mode generation tool for the DeepSeek Harness: sample the model N times with different temperatures, then let the model itself pick the most suitable answer.

Preconfigured DeepSeek Harness bundle that mounts the AlgoVault MCP server: composite BUY/SELL/HOLD trade calls, market regime, and cross-venue funding arbitrage for perpetual futures.

DeepSeek Harness (DSH) Cordis plugin exposing aflare workflow tools

DSH 质量套件插件：模型编辑 TS 源后自动 tsc --noEmit 诊断（code_check 工具）+ /code-review 多镜头本地代码审查命令（吸收自 a179-sanae/dsh-code-check 与 JasonFreeLab/dsh-command-code-review）

Self-contained quant workspace for DeepSeek Harness: bundled Python engine (Yahoo data) with pluggable strategies — single-ticker signal card / backtest / review tools.

Job Hunting DSH plugin and runtime skill scaffold for local job intelligence workflows.

Windows Computer Use for DeepSeek Harness: window-bound screenshots, robust OCR, verified clicks, pure-OCR mode, pluggable vision models.

Open the DSH Web GUI in a dedicated browser app window; closing the window shuts down DSH gracefully (ctx.appExit). A dsh profile bundle.

DSH plugin bundle: ships dsh-launcher.exe and creates a Windows desktop shortcut. 作为分发渠道,随包提供 DSH-Launcher 并在桌面创建快捷方式。

Cache-to-Cache (C2C) for DeepSeek Harness: exposes the rosetta KV-cache fusion runtime (thu-nics/C2C) as the c2c_* tools through a local daemon

A persistent, model-editable memory/notes store for DeepSeek Harness. Adds memory_set / memory_get / memory_delete / memory_search tools backed by the built-in storage domain (ctx.storageDomain) so facts survive across sessions.

DeepSeek Harness Telegram mobile remote: workspace→session, /last context, /model — dsh-plugin

UltraMath 数学建模竞赛多 Agent 求解插件（registry 元数据 + bundle 机制）：把 UltraMath 主控 + 4 角色预设幂等同步到 ~/.dsh/.agent-presets/，并把 SKILL.md、33 篇模型库技能、论文模板（templates/）与审稿脚本（scripts/）同步到 ~/.dsh/skills/ultramath/。纯 node 半侧，无浏览器 UI，不改 DSH 核心源码。

Six-stage WeChat Official Account content-publishing workflow with quality-gate tools and a bundled skill, installable as a DeepSeek Harness (DSH) plugin

DSH plugin: declare VIRTUAL model ids bound to a pluggable routing algorithm (priority, round-robin) over real provider/model candidates; using the virtual id transparently dispatches to a real provider chosen by the algorithm, with failover.

The DSH productivity suite: plugins + agent skills for the DeepSeek Harness, installable in one command.

DSH bundle that bridges the Codebase Memory MCP code knowledge graph into DSH and can keep indexed repositories fresh with an optional debounced filesystem watcher.

DeepSeek Harness plugin: content-aware PDF reading tools for vision models (pdf_scan / pdf_read_page / pdf_render_region). Detects figures (vector+raster), tables, math, and two-column layout per page, then routes text pages to extraction and figure/table/math pages to high-DPI region crops rendered for read_image — avoiding DeepSeek's ~800x800 whole-page token ceiling. Backed by PyMuPDF; returns a clear warning (with the exact install command) when Python or a dependency is missing.

Workspace-scoped Python virtual environment management for a DeepSeek Harness project — discover, create, install into, and remove virtual environments without sandbox, network, or subprocess pitfalls.

DeepSeek Harness plugin (temporary, pre-upstream-fix): automatically injects a CPython tempfile shim (PYTHONPATH -> sitecustomize) into every confined shell command on the Windows sandbox, so python/pytest tempfile use works with zero extra tools, zero model-context overhead, and zero escalation.

Let the user pick which provider/model drives each subagent when the AI delegates.

Always-on-top DeepSeek Harness desk pet with a native menu and DIY skins. Shows what your agent is doing: working, waiting, finished, failed. Five skins, or make your own from one image. No dependencies.

J-Space Cognition Suite SV1 native Agent Preset and standalone plugin for DeepSeek Harness

Codex-style auto reviewer (approve for me) permission mode for DSH

Keyless web_search for DeepSeek Harness via a self-hosted SearXNG instance

DeepSeek Harness MCP client bridge with OAuth 2.1, connection/discovery timeouts, environment-indirected secrets, optional indefinite reconnection, and a mcp_status diagnostic tool

A runnable DeepSeek Harness plugin for FrameFactory content workflows.

Lightweight stall watchdog for DeepSeek Harness profile-bundles. Auto-wires ctx.subprocess.spawn so collect-mode subprocesses (bash tool, background pwsh, npm/build) are watched with zero extra wiring using pid + non-consuming output; background jobs are liveness-tracked. Decides stall only from two conservative signals (progress freeze AND cpu idle-or-pegged across two windows) and reacts exclusively by reminding + a forensics report - never by killing the task.

Boot-time guard for DeepSeek Harness: repairs corrupt session logs, snapshots manifests + linked sources, preflights bundle resolution and composition, vm-checks client artifacts, smokes host apply() in a child process and quarantines crash-causing bundles - so a broken plugin or corrupt log can never brick startup.

科研计算 Agent 预设 — 核工程粉体/多相流仿真（LAMMPS + Fluent DPM + LaTeX）的 dsh agent preset

Hot-plug toggle switches for installed DSH plugins: enable/disable without restart; auto-hiding preset-switch header menu

ChangeProof - change-relevance + evidence-freshness quality plugin for DeepSeek Harness (DSH)

Give the DSH agent a clock: injects the current date/time into the runtime context on every turn. · 给 agent 一块表：每一轮把当前时间注入运行上下文。

Preflight checks for a DeepSeek Harness plugin before submitting it to the community list: verifies the dsh.bundle manifest, cordis.patch.yml wiring, client bundle shape, and prerelease-safe peer ranges.

One-time ephemeral webhook tool for DeepSeek Harness (dsh): mint a single-use callback URL, then wake the requesting agent session with the delivered payload.

DSH Tavily search and page fetch: a model-visible tavily_search tool backed by a rotating multi-key pool, plus web_fetch through the shell seam.

DSH 插件：全模式工具失败自动实录——把原生工具、PTC(Code Mode) run_code、代码内嵌工具调用的失败按错因去重计数，自动写入 skill 的机器维护区段，越用越少错。Auto-record tool failures from every execution mode into a skill's machine-maintained section (dedup + counts).

Instant filename search for DSH agents, backed by voidtools Everything (es.exe). Adds the everything_search / everything_status agent tools: whole-index filename queries in milliseconds with optional path scoping and node_modules/.git noise filtering, plus a clear fallback message — never a slow recursive walk.

把 repo-autopilot 本体打包成 DeepSeek Harness 插件：自带一份已打好的 repo-autopilot（含 MANIFEST 逐文件 sha256），只读、零凭证。

Read another session's content (messages, tool calls/results, thinking) from within a DSH session

Dual-pipeline compaction for DeepSeek Harness: official server-side Responses compaction v2 for OpenAI-routed targets, with a deterministic VCC-style local compiler (zero model calls) as the default fallback and for every other provider.

开发前自动进入 plan mode：任务先出方案、用户批准后再动手（plan-first development workflow）

DeepSeek Harness plugin: Linux X11 computer-use tools (screenshot, mouse, keyboard) via a Python XTest helper

Health check for your DeepSeek Harness (dsh) profile — finds config fields your patches silently dropped, dead patches, and unmaintained plugins.

Manage DeepSeek Harness profiles — list, create, clone, and share a whole dsh setup as one portable file.

A standard DeepSeek Harness (dsh) plugin: API-key-free aggregate web search across 16 domestic + overseas engines with result-layer failure filtering, a dedicated always-on headless Blink/Chromium renderer, and a direct target-URL fetch (web_fetch) with SSRF protection — all behind the ctx.web seam.

DSH agent preset: chief coordinator + 17 domain-expert subagents with taskboard scheduling, quality gates, and real inter-expert communication bus (专家模式)

Cross-session memory plugin for DSH — auto-extraction, semantic recall, scheduled maintenance, LLM-powered consolidation, context explosion prevention, global Soul identity

DSH profile bundle: load OpenClaw-style persona files (SOUL.md, IDENTITY.md, USER.md, TOOLS.md, MEMORY.md, AGENTS.md, HEARTBEAT.md, memory/*.md) into every DSH session whose workspace contains an openclaw/ subdirectory.

LLM API rate limiting, concurrency control, queuing, and adaptive cooldown for DeepSeek Harness

Agent 专用的 DSH 插件检索、审计、安装与验证工具桥；不提供可视化市场界面。

Agent Skills for Xmake — teach AI assistants how to use the Xmake build system effectively. An installable DeepSeek Harness bundle that registers every skill as an on-demand agent skill.

Self-protection guardrails for the DeepSeek Harness: protected-path interception, backup-before-destroy, CLI self-recovery commands, and strict sandbox defaulting

DeepSeek Harness 记忆分诊插件：自动判断记忆保留/归档，并自动路由到项目桶或总体桶（规则优先 + LLM 兜底）

Find DeepSeek Harness plugins inside the agent — live GitHub dsh-plugin topic search, ranked by stars.

Skill & Expert Matcher for DeepSeek Harness (DSH): reads the user's need and auto-matches the most relevant local skill, marketplace skill, expert, or open-source entry — Top-N ranking, neutral, multi-harness discovery. Functionally identical to the WorkBuddy `skill-matcher` skill.

Set up free, encrypted, deduplicated backups of remote Linux servers, pulled from a Windows PC with Restic — tar-over-SSH streaming, zero software installed server-side, with size verification against

Free security audit for Linux servers — no API keys, no paid tools. Scans for viruses (ClamAV), rootkits (rkhunter + chkrootkit), SSH brute force, crypto miners, exposed credentials, and open ports. 1

50 marketing skills for AI agents — cold email, copywriting, pricing, CRO, SEO, ads, launch, and more. A dsh bundle of the Agent Skills specification collection.

Drop a forked session's inherited pending prompts, so a fork child answers the prompt you send it instead of the source session's unclaimed queue.

dsh-chatroom kit plugin: dsh-weave Fix1-Fix4 patch guard + chatroom_* agent tools + /dsh-chatroom host RPC.

DeepSeek Harness vision enhancer: raises image limits to the official DeepSeek values, raises the per-model request image budget for DeepSeek-V4.1-Flash, and provides high-resolution tiled image reading via a dedicated tool.

Modular AI research/engineering skill pack for DeepSeek Harness — security audit, paper workflows, dev workflow, storage analysis. Installable via dsh plugin add.

Natural project teaching and first-delivery verification guidance using native DSH instructions.

Search arXiv for ML/DL/RL papers and check claims against real abstracts.

Expose DeepSeek Harness as an OpenAI-compatible API server: /v1/chat/completions (stream + non-stream) and /v1/models, each API call backed by a real agent session with tools and a workspace.

Volcengine Ark Agent Plan & Coding Plan providers for DeepSeek Harness (DSH), with verified thinking-effort compatibility

Let a local DeepSeek Harness Agent use BailingHub to query data, update records, and run permitted actions in your online store, SaaS, or other admin system.

Local session messaging for DeepSeek Harness

Codex-style, time- and milestone-oriented progress updates for long-running DeepSeek Harness agents.

DSH 自进化长期记忆插件:回合后 LLM 自动提取记忆、每步召回注入、语义重排检索、冲突合并、learned-* 技能沉淀,附记忆库管理面板。记忆文件默认存于 harness 根目录($DSH_HOME,未设时 ~/.dsh)下的 imemory/ 子目录,可用 config.memDir 覆盖。

A DeepSeek Harness (dsh) plugin: orchestrates complex tasks across multiple models — a 'main brain' decomposes the task and dispatches subtasks to GLM / Kimi / Qwen etc. sub-agents by each model's strengths, with per-model token usage.

DSH 待确认事项决策 (confirmation_resolution): host-plane plugin that adds the confirmation-item runtime rules to the System Prompt and exposes the confirmation_resolution decision tool

Local image editing toolkit for DeepSeek Harness: one image_edit tool for deterministic edits — cutout (quick flood-fill or rembg AI), trim, flip, rotate, brightness/contrast/saturation, blur, sharpen, rounded corners, border, canvas resize+center, sprite sheets, and PNG/JPEG/WebP export. Also ships as a skill (SKILL.md + CLI scripts).

DeepSeek Harness bundle that exposes a profile as an OpenClaw-compatible ACP agent.

Familiar-face commands, connectors flow, and the trust layer for DeepSeek Harness, delivered as one DSH plugin.

Per-conversation x-opencode-session header injection for OpenCode Go in DeepSeek Harness (DSH). Fixes 400 MissingSessionID, keeps prompt-cache routing optimal, scoped strictly to opencode.ai, runtime-switchable without restart.

强力卸载 DSH 插件 — 策略分级 · 批量原子 · 指纹快照 · 健康检查 · 并发锁 · 先知问责 · 报告导出

DSH token usage & cost ledger: per-session aggregation, official multi-vendor pricing (peak/off-peak aware), budget control, cost-intelligence insights (projections, anomaly detection, health score, attribution), Prometheus metrics, SSE dashboard

DeepSeek Harness plugin: force every large-file download through the local aria2 engine by denying shell download commands at the tool pre-execute hook. Returns the exact aria2 replacement command. 强制下载统一走 aria2 的 DSH 插件。

Kimi WebBridge for DeepSeek Harness: drive the user's real browser (navigate, click, fill, snapshot, screenshot, evaluate, network, upload, PDF) through the local Kimi WebBridge daemon

LAN mobile gateway for DeepSeek Harness (DSH): isolated Node gateway on 0.0.0.0 reverse-proxying the DSH Web UI with first-visit approval, per-device tokens, rate limiting, and mobile layout injection. 局域网手机安全访问 DSH 的即插即用网关：本机审批、设备令牌、限流、手机端紧凑排版适配。

DeepSeek Harness plugin: drive your local Adobe Photoshop from the agent — batch subject cutouts (Select Subject / Remove Background) to transparent PNGs, plus a raw ExtendScript escape hatch. · 让 AI 直接驱动本机 Photoshop 批量抠图。

Use the Jev (System One) decision-model paradigm with any OpenAI-compatible LLM — no TypeSafe key required. Registers a jev_decide tool on DeepSeek Harness (dsh).

Opens the DSH Web GUI in a dedicated app-mode browser window and stops the server when that window is closed.

Kimi WebBridge host plugin for DeepSeek Harness: model tools that drive the user's REAL browser (navigate, snapshot, click, fill, evaluate, screenshot, network inspection, tab management) through the local kimi-webbridge daemon

Jujutsu version control skill provider for DeepSeek Harness agent teams

Document and image analysis tools for agent harnesses, powered by a local OpenAI Codex CLI.

Self-contained Forma self-building bundle for local DSH profiles

DeepSeek Harness plugin: use your OpenAI Codex (ChatGPT Plus/Pro) subscription through OAuth.

Persistent three-layer memory for DeepSeek Harness: host-side cross-workspace store, per-turn auto-consolidation, and memory tools for the agent. 持久三层记忆：宿主跨工作区存储 + 每回合自动沉淀 + agent 记忆工具。

88API Image Studio for DSH: six Image2, Image 2.5, and Nano Banana models for text-to-image, multi-reference editing, 2K/4K output, and sequential batches.

DeepSeek Harness tool plugin: convert Markdown into a self-contained HTML presentation (slides) with themes and keyboard navigation. Zero dependencies, no core changes.

Zero-dependency scientific computing tools for DeepSeek Harness: physical-unit conversion, CODATA physical constants, and Runge-Kutta ODE/dynamical-system simulation. No core changes.

Durable agent-to-agent mailbox for DeepSeek Harness: any MCP client or DSH session can address any other. Threads, receipts, search, broadcast, edit/withdraw, reactions. Local-only, zero dependencies, secrets redacted on ingest.

DeepSeek Harness plugin: route an agent request to a vision model (deepseek-v4-flash-vision-exp) when the user message contains an image, and keep the original model otherwise.

DeepSeek Harness plugin: connect a Telegram bot to your dsh agent via long polling. One agent per chat, multi-turn context, whitelist access, and agent-preset mounting so the bot gets the same tools as a Web GUI session.

任务内插话与可选打断：/say 无损递话（插到下一个步骤边界），/cut 中止当前步并留下结构化恢复卡

Cute desktop pet for DeepSeek Harness — customize name, upload your own pet image, or generate one with AI. · DSH 桌面宠物插件：自定义名字、上传宠物图片或 AI 生成。

Search, inspect, update, and install DeepSeek Harness plugins from the DSH Get catalog.

BitFun 与 DSH ACP 交互对接 插件: expose the BitFun agent (https://github.com/GCWing/BitFun) as a subagent provider inside DeepSeek Harness over the Agent Client Protocol

Local session messaging for DeepSeek Harness

DSH host plugin: promote the workspace you just submitted a task in to the top of the sidebar — once per submission, and never while the task is running. 提交任务时把该工作区置顶，任务执行期间不重排。

Let your AI agent see and operate a real Android phone — vision + UI-tree fusion over adb, for any MCP client

ponytail (lazy senior dev mode) as a native DeepSeek Harness plugin: per-project rules, skills and a /ponytail level command, discovered from .ponytail/ upward.

Smart desktop pet companion (FatFish) for DeepSeek Harness

DSH 插件安检机 — install-time static security auditor for DeepSeek Harness plugin bundles. Zero dependencies, zero install scripts, zero build step.

Authenticated LAN gateway for DeepSeek Harness: reverse-proxies the official web UI with Basic Auth, advertises via mDNS, and adds a fork_session tool.

DSH 插件风洞 — contract regression harness for DeepSeek Harness plugin bundles. Scripted-adapter driving, isolated child processes, session-event assertions.

Rapid-refill circuit breaker for DeepSeek Harness automatic compaction: stops the futile compact-refill-compact loop, which has no attempt bound and burns one summarization call per step, and tells the user which oversized read or tool output caused it.

Let a DeepSeek Harness agent see every ComfyUI instance in a farm and dispatch each generation job to the idlest one, instead of always hitting the busiest single endpoint.

First-class Git tools for DeepSeek Harness agents: structured status/diff/log/branch/commit/stash whose output is immune to the user's pager, color, quotepath and alias configuration; every invocation is an argv array so no shell ever sees an argument; mutations go through the harness approval service.

Per-tool-call workspace checkpoints for DeepSeek Harness: captures every file mutation including shell side effects, stores content-addressed blobs, previews line-level diffs, and every restore is itself undoable.

Long-term memory for DeepSeek Harness whose writer is a narrowed subagent: the component that decides what to remember runs with network, shell, MCP and subagent tools removed, and its remaining writes are confined to one directory by argument-level guards.

Faithful control of your real, logged-in Chrome profiles: MCP server + MV3 extension + authenticated localhost bridge. No copied profiles, no debug profile, no remote-debugging port, no Edge.

Global DeepSeek Harness plugin: subagent_routed — run a one-shot subagent fully mounted on ANY agent preset, from ANY session, with per-call model/provider override, a model-availability pre-check, and external CLI engines (codex / claude / codebuddy).

DeepSeek Harness (dsh) plugin adapter for litkit — academic literature search, citation audit, and download tools. Root npm package of the polyglot litkit-search monorepo, so `dsh plugin add github:bpc-oss/litkit-search` installs the adapter directly.

DSH 视觉增强方案：识图技能（图片理解/OCR/文档解析）+ 幂等宿主补丁，让纯文本模型也能收发图片。