README
Awesome DeepSeek Harness
Install Contribution guide DeepSeek Docs Public plugin topic Issues 完整目录
Curated DeepSeek Harness (DSH) ecosystem: plugins, tools & infrastructure. Sources: dsh-external/hub catalog and the public GitHub dsh-plugin topic.
> Note: the GitHub [`dsh-plugin` topic](https://github.com/topics/dsh-plugin) is public; some `dsh-external` repository links may still require org access.
Contents
- Install
- Core & Bundles
- Agents & Orchestration
- Context & Search
- Memory & Knowledge
- Input & Editing
- UI, Themes & Interaction
- Dashboards & Session UX
- IDE & Clients
- Browser & Remote
- Models & Inference
- Git & Engineering
- Security & Governance
- Output & Deliverables
- Office & Documents
- Notifications & Channels
- Fun & Lifestyle
- Plugin Ecosystem & Development
- Runtime & Operations
- Domain & Specialist Skills
- Tools & Utilities
- Related
- Thanks
Install
Install the official runtime with Node.js:
npx @deepseek-ai/dsh web
Install an external profile bundle with pnpm on your PATH:
dsh plugin --profile web add "github:owner/repo#ref"
dsh plugin forwards package operations to pnpm, so npm, Git/GitHub, local path, file: and link: package specs are supported. Only packages declaring dsh.bundle.patch become active profile layers; plain dependencies remain installed but inactive. Restart dsh --profile web after installing or updating a bundle.
The former &path: sub-path and Repository Plugin installation forms are not part of the current official bundle flow; use an installable package that declares dsh.bundle.patch.
Management panel: Settings → Plugins.
Core & Bundles
- dsh-deepresearch - DeepResearch plugin (cordis).
- dsh-plan-execute - Dual-model plan/execute routing: planner model thinks, executor model acts.
- dsh-toolkit - Zero-dependency tool suite (calculator/csv/diff/encoding/json/markdown/regex/time).
- dsh-deep-research - Adaptive deep-research orchestrator (workflow engine).
- dsh-101 - DSH documentation reading mode.
- dsh-client-ui-plan-execute - Web Settings row for plan/execute model routing.
- dsh_workflow - Dynamic workflow for DSH (placeholder).
- dsh-equip-engine - Task-driven plugin equip engine: dual retrieval (curated rules + LLM semantic), combo scoring (synergy/conflict/cost/trust), conflict detection and install-command export.
- dsh-claude-move - Four-source migration wizard: move Claude Code, Codex, OpenCode and Hermes sessions, memories, skills, instructions and slash commands into DSH (approval-gated, idempotent, resumable sessions).
- gewu-tools - Model-agnostic visual-inspection pipeline for text-only agents: page-by-page HTML screenshots plus a ready-made vision-subagent briefing contract (gewu_prep), then source-code truth verification of every finding (gewu_locate); validated on mimo-v2.5 & qwen3.7-plus.
Agents & Orchestration
- dsh-agent-arena - Compares coding agents in isolated Git worktrees with deterministic validation, scoring, and explicit winner application.
- xiehuan123/coding-coach - Coding Coach: 35-skill bundle plus a full agent preset for non-developers (8-stage idea-to-launch pipeline; engineering/product/UI skills).
- dsh-collaboration - Multi-agent collaboration suite: user-configured specialist roster, persistent on-demand dispatch (team_call/team_message/team_status/team_close), clone instances, star-topology relay, model comparison and a multimodal vision bridge.
- dsh-plans - Planning-first agent preset: research repository changes into traceable Markdown plans, refine them through reviewer/criticizer subagent rounds, then execute as a DSH goal with a verifier checklist.
- dsh-agent-team-gui - Persistent multi-model squads managed in Settings and selected in the Composer; the lead Agent dynamically plans bounded DAG runs with optional review/repair, while Run Center reports DSH's official provider-reported Token usage.
- Knotline - Visual DSH project map for composing persistent agent workflows from requests, agents, skills, backlogs, approval pools, and scheduled triggers.
- cleverer-dsh - Execution-discipline suite for DSH with identical-retry interception, forced reflection, todo enforcement, memory deduplication, and experience-to-skill promotion (11 plugins + 6 skills).
- february2015/dsh-taskswarm - DSH port of TaskPlane: dependency-ordered waves run in parallel git-worktree lanes, with task packets, cross-model review, and crash recovery.
- timwhitez/dsh-self-evolving - Evidence-first, crash-resumable self-evolution engine for DSH: generates bounded Cordis plugin candidates, admits them through a one-shot real Loader, evaluates with Harbor, and journals an auditable lineage.
- Saktawdi/dsh-ha-orchestrator - Model high-availability failover (quarantine, circuit breaking, probe recovery) plus subagent orchestration (fanout/pipeline/supervisor) with a bilingual settings UI.
- dsh-background-agents - Durable background child agents on the official subagent seam: start from any session, watch progress in the Web UI sidebar, message and interrupt any time, with per-child tool scoping, persona and delegation-depth caps.
- zoahdev/dsh-kirocrew - Bridge a DSH agent to a persistent, self-evolving KiroCrew development workspace over ACP (JSON-RPC 2.0 over stdio) via a single
kiro_sendtool.
Context & Search
- zoahdev/dsh-github-intelligence - Read-only developer-intelligence tools across 16 ecosystems (GitHub, GitLab, Gitee, npm, PyPI, crates.io, Docker Hub, Hugging Face, Hacker News, Stack Overflow, Reddit, dev.to, RubyGems, NuGet, Go, ArXiv) with TTL caching and no API key.
- dsh-hacker-news - Live Hacker News feeds, item threads, Algolia search, and user profiles for DeepSeek Harness.
- dsh-minimal-first-turn - Minimal-compatible first-turn conditioning for Web root sessions: restricts the prompt and tool catalog to persistent bash and str_replace_editor, then restores the selected preset after the first tool call or reply; includes a persistent composer toggle.
- xiehuan123/dsh-deepread - DeepRead: deep-reading assistant with five modes (quick/deep/knowledge-map/Feynman reading/book), batch comparison, budget preflight, transparent background-job progress, WeChat links, local PDF (pure-JS extractor), optional MD/FreeMind/HTML export.
- dsh-context - Context insight panel: see what the model's context window is made of and how it evolves — composition vs. window size, per-request history, compression/injection events, and per-message token stats.
- dsh-bookmarks - Bookmark finalized assistant replies with notes and tags; a cross-session center with search, tag filter, session jump and one-click Markdown export (Alt+B toggles the panel).
- billion-context-dsh - Model-driven context compression (ACP) for DeepSeek Harness, ported from billion-context-pi; the model decides when and what to compress.
- dsh-scope - Context lens: per-session KV cache hit rate and token composition, plus a GitHub-style usage heatmap of daily tokens, sessions, and cache efficiency.
- dsh-compressor - Slim port of Headroom: compresses tool output, cuts up to 20% of context, without affecting the model's context cache or agent performance.
- context-vista - A right-side floating panel and /context command for DeepSeek Harness — a live donut chart of context token usage, allocation, and estimated cost.
- dsh-context-doctor - See exactly what every request carries: token cost of the AGENTS.md chain, skill catalog and tool schemas, with duplicate/conflict detection and actionable pruning tips (Web UI gauge + context_audit tool).
- dsh-mcp-lens - Progressive-disclosure MCP gateway that searches large remote tool catalogs through two stable interfaces, then calls selected tools with exact schemas, lazy connections and bounded caches.
- dsh-cot-summary - External Summary-CoT plugin workspace.
- dsh-explain - Learning mode that explains each agent step (WIP).
- dsh-file-mount - Incremental file mounting with read dedupe: mounted line ranges are never re-sent to the model, on-disk changes invalidate and remount, with a Mounted Files tab and token-savings accounting.
- dsh-session-search - Index-free read-only search across dsh/Codex/Claude Code/pi/OpenCode sessions.
- cross-harness-cite - Cite past conversations across harnesses.
- task-passport - Carry durable task state across DeepSeek Harness, WorkBuddy, Claude Code and Codex with machine-readable checkpoints and optimistic locking.
- dsh-easy-ctx-manager - Context management: context saving and more (cordis).
- dsh-web-search-exa - Zero-config Exa web search provider: keyless anonymous MCP fallback (mcp.exa.ai/mcp) plus keyed REST search, for the ctx.web seam.
- dsh-web-search-pro - Persistent enhanced web search for DSH: multi-engine routing (DeepSeek/Exa/DDG/Bing/Jina + GitHub/Bilibili/YouTube/V2EX/Xiaohongshu/Twitter/Reddit/RSS), SQLite+LRU cache, userscript-style extraction, Playwright rendering.
- moguiyu/dsh-tavily - Tavily search with multiple API keys, key rotation/failover, usage gauge, and a settings card for DSH.
- dsh-session-sync - Cross-device session sync: a dedicated git mirror with append-only keep-both conflict resolution, a /sync command and sync_status/sync_pull/sync_push tools.
- JohnXu22786/context-pruner - Session context triage for dsh: prunes stale, repeated, failed and oversized context to save token budget.
- Kaixxrua/dsh-aigc-radar - Search AIGC Radar's curated GitHub AI project library (500-star admission, bilingual tags, star-growth snapshots) over its MCP endpoint with native result cards; a pre-step listener nudges a reuse check before the agent writes code.
Memory & Knowledge
- dsh-hme - Cross-session long-term memory: bounded core (USER.md global + MEMORY.md per-workspace, φ Fibonacci caps) + a tag-indexed, self-consolidating archive (archive/recall/move tools).
- dsh-memory-vault - Cross-session memory vault: memory_remember / memory_recall / memory_forget tools, latest entries injected into system-prompt assembly, Settings page (记忆库 / Memory).
- dsh-memoria - Memoria memory backend for dsh: 4 tools (observe/remember/search/recall) into a vector+graph memory layer (memoria) with namespace isolation, auto-write (turn-end observe + positive-feedback -> importance-5 remember) and hot-reload settings.
- dsh-memory-evolve - Cross-session long-term memory + background self-evolution (5-track memory/git-branch awareness/skill evolution).
- dsh-memory-gate - Bounded local long-term memory with CBDC (Claim→Belief→Decision→Consumption) authority gating: SQLite + FTS5 claims, scoped dual-channel recall, /memory management commands, ≤3-claim/1200-char injection per call, no extra model call.
- dsh-engram-relay - Built-in <1B model for 100k-equivalent long memory with causal-graph wake-up.
- dsh-mneme - Cross-session memory engine for DeepSeek Harness: SQLite store + human-editable Markdown mirror, autoDream consolidation with self-correction, failure tracking, offline semantic search (local embedding/rerank/clustering), entity-attribute-timeline, Sleep Mode, custom-model autoSummarize — 473 tests.
- dsh-mnemon - Mnemon-powered local memory system: three-tier memory (runtime hot memory / project Documents / long-term Memory Spaces) with supervised writeback, retrieval tools, and Web UI.
- url-manager - Agent-first URL collection & knowledge management: save links from any platform, auto-categorize/tag, full-text search, shared categories, and deliver results as magic-link cards. Zero setup — agents auto-register on first use.
- url-manager-mcp - MCP server companion for url-manager: 21 tools (mcp__url_manager__*) for save/search/categorize/share and magic-link delivery. Stdio or streamable-http.
- dsh-kb-sieve - Knowledge-base plugin: build auditable KB packages (references + SQL).
- kb-rag - Local literature knowledge-base RAG: 8 tools (PDF/folder/Zotero ingest, hybrid BM25+vector+reranker search, cited QA with clickable DOI links, scope/strict modes, dedup/clear/stats), all-local bge embeddings + single-file SQLite, measured 242-doc/86s ingest and sub-second hot queries on 20k chunks.
- geometry-knowledge - Conjugate Spectral Geometry knowledge base for DSH: fully offline BM25 retrieval over 166 articles / 3224 chunks / 860 verified truths, 4 tools (geo_list / geo_search / geo_read / geo_truth), zero runtime deps,
dsh plugin add geometry-knowledge. - dsh-memento - Bounded, layered, approval-gated, auditable cross-session memory: typed ctx.memory seam, zero-dependency SQLite provider, memory tool and frozen snapshot injection, plus the dsh-memory-protocol v1 rehearsal with an adapter registry and a conformance suite.
- dsh-engramory - File-based curated memory: a line/byte-capped
MEMORY.mdindex plus one markdown file per fact, versioned with git and readable without a tool. The cap is enforced throughctx.tools.guard()rather than asked for in a prompt, and the protocol is registered as a runtime skill; the same store is also read by Claude Code, Codex, Kiro, and OpenClaw. - plur-ai/dsh-plugin - PLUR persistent memory: engrams are rendered into the system prompt on each assembly rather than sitting behind a tool call, so recall needs no round trip and the block never accumulates in context; fully local search (BM25 + BGE), plain YAML storage you can edit, per-workspace scoping, and a /plur-memory viewer.
- dsh-memory-plugin - OpenViking memory/context plugin for DeepSeek Harness: connects dsh to OpenViking's self-evolving context database for cross-session agent memory and knowledge RAG.
- dsh-continual-evolve - Continual self-evolution: versioned, auditable, rollback-safe harness state (prompt notes, memories, skills, subagent specs) refined from session trajectories.
- ccch713/deepddw - deepDDW: memory + knowledge base + document search for DSH, reachable from ANY device on your LAN — built on a production-grade AI platform (team-ready, up to ~20 people); MIT-licensed, Docker Compose deploy.
- dsh-mnemon - Mnemonic layer.
- zoahdev/dsh-zh - Chinese-thinking system-prompt section: makes the agent answer in simplified Chinese while keeping code/commands verbatim.
- memory-mcp-server - Layered long-term memory MCP server: raw turns → task fragments → daily summaries → topic indexes, local MiniLM 384-dim embeddings or OpenAI-compatible API backend, semantic + Jaccard-fallback search, one-command DSH plugin install.
- dsh-memory-porter - Cross-vendor memory migration: zero-token import of the
memories.jsonin a Claude export, local Claude Code transcripts without an export, and conversations distilled through the host's own model; every memory carries verbatim evidence checked against the source by code. - dsh-simple-wiki-memory - A super-simplified LLM-wiki memory plugin: one index document (auto-loaded) + one markdown file per topic (read only when needed) — no dumping everything into the context and burning tokens. Simple and lightweight, painless to install/uninstall, and freely editable however you like.
- dsh-library - Local-first document knowledge base for DeepSeek Harness: library_add/remove/list, hybrid semantic+keyword library_search with diversity re-ranking, relevance filtering and lost-in-the-middle avoidance, citation-aware injection, library_cite_check and library_diagnose; SQLite-backed index via the storage domain, local embedding, zero model downloads.
- JohnXu22786/docs-retriever - DocTrove: versioned library documentation retrieval MCP server, zero runtime dependencies, installable as a dsh plugin bundle.
- JohnXu22786/snippet-expander - Steno: inline #tag shorthand expansion before send — multi-library, aliases, {{variables}}, recursion guards.
- dsh-ragflow - RAGFlow knowledge-base retrieval plugin: gives the agent a
ragflow_retrievetool that queries your RAGFlow datasets and returns document chunks with similarity scores and source names; three-role design (seam/provider/consumer), env-based config,dsh plugin add github:staff-os/dsh-ragflow#main.
Input & Editing
- Zhangbo-cn/dsh-voice-input-plugin - Composer mic for the Web UI: tap-to-monitor live transcription and hold-to-talk, with host Edge TTS reply reading that streams while the model generates, echo-pause during reading, and tap-to-stop.
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