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dsh-claude-octopus

multi-agent 编排(移植自 claude-octopus)

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Created
Aug 15, 2026
Updated
Aug 15, 2026

Introduction

🐙 dsh-claude-octopus

简体中文 | English

License DSH Version 上游

一句话:一个 /octo 命令,让多个 AI 模型(Codex、Antigravity、Copilot、Qwen、Ollama、OpenRouter、Grok 等)一起研究、开发、评审、辩论,达成共识再交付。

移植自 nyldn/claude-octopus(MIT,v9.64.0), 上游的编排引擎(scripts/orchestrate.sh 与全部 skills / commands / agents / hooks)逐字保留, 只适配 DeepSeek Harness 的插件接缝。

✨ 功能

  • 🐙 多模型编排 —— Codex / Antigravity / Copilot / Qwen / Ollama / Perplexity / OpenRouter / OrcaRouter / OpenCode / Grok 十种外部 provider,外加宿主本身
  • 🗳️ 共识门禁 —— 多模型意见分歧时用 75% 共识阈值挡在交付前
  • 🧠 跨会话记忆 —— 整合 claude-mem / agentmemory,决策与研究跨 session 存活
  • Dark Factory —— 给一份 spec,自动跑完 research → define → develop → deliver 全流程
  • 🔄 四阶段方法论 —— Discover → Define → Develop → Deliver,阶段之间有质量闸
  • 👥 32 个专业 persona + 54 条命令 + 63 个 skill —— 显式工作流才激活,普通请求不受影响
  • 🔌 dsh 原生接缝 —— /octo 命令走 ctx.shell;多 agent 派发走 dsh 内建的 ctx.subagents(注册 octopus provider)

💬 /octo debate(AI Debate Hub)集成自 wolverin0/claude-skills(MIT),与上游一致保留署名。

📸 效果

> /octo research "GraphQL vs REST 的设计权衡"

🐙 Octopus Research
  probe codex         → 并行探索(多 provider)
  probe agy           → 每个 provider 一个独立视角
  probe claude        → ...
  共识门禁 75%        → 分歧点显式列出
  → 结构化研究报告(executive summary / themes / takeaways / sources)

📦 安装

dsh plugin --profile <你的 profile> add github:GongYuanCaiJi/dsh-claude-octopus

安装时 prepare 会自动构建 dist/。若 pnpm 拦下构建步骤,把本包加进 profile 的 pnpm-workspace.yamlallowBuilds

从本地目录安装(需要先自行构建):

git clone https://github.com/GongYuanCaiJi/dsh-claude-octopus.git
cd dsh-claude-octopus && npm install        # 触发 prepare,产出 dist/
dsh plugin --profile <你的 profile> add ../dsh-claude-octopus

本包尚未发布到 npm,所以不提供裸名安装。

已有访问权限时,四种 provider 不额外花钱:🧭 Antigravity CLI(agy)、Codex、Copilot 走既有订阅或本地认证,Ollama 本地免费跑。零外部 provider 也能用 —— 宿主本身就是一个座位。

🚀 用法

/octo help                        # 全部子命令
/octo research "topic"            # 多 provider 并行研究
/octo develop "task"              # 带验证的实现
/octo council --goal decision "?" # 3/5/7 persona 结构化合议
/octo debate "question"           # 多模型辩论
/octo embrace "spec"              # 完整四阶段工作流
/octo doctor                      # 环境诊断

外部 provider CLI(codex、agy、qwen …)按需安装,/octo doctor 会告诉你缺什么。 零外部 provider 也能用 —— 宿主本身就是一个座位。

移植说明(对上游 nyldn/claude-octopus@5d7ac6b6

逐字保留scripts/commands/skills/agents/hooks/config/docs/mcp-server/openclaw/ 等 1169 个上游文件逐字未改(上游共 1174 个; README.mdpackage.jsonLICENSE.gitignore 为移植自有版本, tests/unit/test-github-work-queue-hook.sh 为已申明的适配),cmp 可验 (THIRD_PARTY_NOTICES.md 钉住了上游 commit 与逐字文件 SHA-256)。

新增的只有 dsh 接缝(上游没有对应物):

  • src/shell.ts —— ctx.shell 转接层,显式处置 dsh 的 truncated / timedOut / sandbox.denied / invocation.signal 四个信号
  • src/commands.ts —— /octo <subcommand> 命令,转发到 scripts/orchestrate.sh
  • src/subagents.ts —— 向 ctx.subagents 注册 octopus provider,把 dsh 内建的 subagent 派发接到上游 probe-single 引擎
  • package.json / cordis.patch.yml —— dsh 插件装载

已知限制:上游文案是英文 —— 那是上游原文,逐字保留未做翻译。

🛠 开发

npm install      # 触发 prepare,产出 dist/
npm test         # 构建 + adapter 单元测试 + 上游完整测试套件(smoke + unit)

上游测试套件里包含在临时 git 仓库中直接提交 main 的用例;若你的机器有 「禁止直推 main」类 git hook,npm test 已用 GIT_CONFIG_COUNT 环境变量把 safetyfuse.allowStable 只作用在测试进程内,不碰任何仓库配置。

📄 License

MIT。上游 nyldn/claude-octopus Copyright (c) 2026 nyldn,本移植 Copyright (c) 2026 GongYuanCaiJi (dsh port)。 见 LICENSE

感谢 nyldn 的原作 —— 如果这个插件对你有用, 也请去给上游仓库点个 star


Claude Octopus (dsh port)

License DSH Version Claude Code

Every AI model has blind spots. Claude Octopus supports ten external provider integrations — Codex, Antigravity CLI, Copilot, Qwen, Ollama, Perplexity, OpenRouter, OrcaRouter, OpenCode, and Grok — alongside the built-in Claude Code host, with consensus gates that flag disagreements before you ship.

Claude Code v2.1.14+ is the minimum supported runtime; the plugin tracks 182 Claude Code capability flags through Claude Code v2.1.219.

One line: one /octo command, and multiple AI models (Codex, Antigravity, Copilot, Qwen, Ollama, OpenRouter, Grok, …) research, build, review and debate together — with a consensus gate before delivery.

A port of nyldn/claude-octopus (MIT, v9.64.0) to DeepSeek Harness. The upstream orchestration engine (scripts/orchestrate.sh and every skill/command/agent/hook) is kept byte-identical; only the dsh plugin seams are adapted.

✨ Features

  • 🐙 Multi-model orchestration — Codex / Antigravity / Copilot / Qwen / Ollama / Perplexity / OpenRouter / OrcaRouter / OpenCode / Grok plus the host seat
  • 🗳️ Consensus gates — a 75% consensus threshold flags disagreements before they ship
  • 🧠 Cross-session memory — integrates claude-mem and agentmemory
  • Dark Factory — spec in, autonomous research → define → develop → deliver
  • 🔄 Four-phase methodology — Discover → Define → Develop → Deliver with quality gates
  • 👥 32 personas, 54 commands, 63 skills — explicit workflows only; ordinary requests stay untouched
  • 🔌 Native dsh seams/octo runs through ctx.shell; multi-agent dispatch registers an octopus provider into dsh's built-in ctx.subagents

💬 /octo debate (AI Debate Hub) integrates wolverin0/claude-skills (MIT), attribution kept identical to upstream.

📸 Demo

> /octo research "GraphQL vs REST design trade-offs"

🐙 Octopus Research
  probe codex         → parallel exploration (multiple providers)
  probe agy           → one independent perspective per provider
  probe claude        → ...
  consensus gate 75%  → disagreements listed explicitly
  → structured research report (summary / themes / takeaways / sources)

What's New

🆕 v9.64.0 — Keep Octopus dormant until explicitly invoked.

Default roster: Claude Opus 5 leads architecture, planning, security reasoning, and final judgment; GPT-5.6 Sol is the independent implementation/review peer; Claude Sonnet 5 is the standard Claude seat; Fable 5 remains an opt-in judgment escalation. Existing model pins and provider configuration still win. See the routing strategy.

VersionBest Features
v9.64.0 (new)Keep Octopus dormant until explicitly invoked.
v9.50Claude Code 2026 compatibility layer — routines manifest, SubagentStop gate, /octo:usage cost attribution, Claude Agent SDK seat.
v9Up to 10 external provider integrations, structured provider debates, configurable multi-LLM councils.

Full changelog →

Upgrading to 9.5x
  • Current fresh configurations use GPT-5.6 Sol for Codex implementation/review, Claude Opus 5 for premium Claude work, and Claude Sonnet 5 for the standard Claude seat. Existing environment, session, and providers.json pins remain unchanged; OCTOPUS_LEGACY_ROLES=1 restores the pre-frontier role mapping.
  • Premium Claude role routing (architect, strategist, security-reviewer to Opus) landed in v9.29; restore the older mapping with OCTOPUS_LEGACY_ROLES=1.

Claude Code Web and Remote Sessions

When an explicit Octopus workflow is running in a hosted, web, or remote-control environment, set OCTOPUS_REMOTE_SESSION=true in that environment. Once a workflow starts, orchestrate.sh also recognizes CLAUDE_CODE_REMOTE=true or CLAUDE_CODE_WEB=true and applies unattended-safe runtime defaults: autonomy is set to autonomous, provider smoke tests are skipped, and the statusline uses a lightweight remote-safe display.

Quickstart

dsh plugin --profile <your-profile> add github:GongYuanCaiJi/dsh-claude-octopus
# then, inside a dsh session:
/octo research "topic"

Four providers cost nothing extra when you already have access: 🧭 Antigravity CLI (agy), Codex, and Copilot use existing subscriptions or local auth; Ollama runs locally for free. Zero external providers works too — the host is a seat.

54 Commands That Matter Most

The full surface is scripts/orchestrate.sh (all subcommands under /octo help). The workflows that matter most:

/octo research "topic"            # multi-provider parallel research
/octo develop "task"              # implementation with validation
/octo embrace "spec"              # full four-phase workflow
/octo council --goal decision "?" # 3/5/7-persona structured deliberation
/octo debate "question"           # multi-model debate
/octo doctor                      # environment diagnostics

How It Works

Octopus stays dormant until you explicitly run /octo:*. Each command dispatches through the upstream scripts/orchestrate.sh engine, which probes the configured provider CLIs with role-specific personas, applies quality gates between the Discover → Define → Develop → Deliver phases, and synthesizes a consensus result. In dsh, the single-agent probe is exposed as the octopus provider in ctx.subagents.

ProviderIntegration
Codexcodex CLI
Antigravityagy CLI
CopilotGitHub Copilot CLI
QwenQwen Code CLI
Ollamalocal
PerplexityAPI key
OpenRouterAPI key
OrcaRouterAPI key
OpenCodeOpenCode CLI
GrokxAI API key

Cost & Provider Pricing

Four providers cost nothing extra when you already have access: 🧭 Antigravity CLI (agy), Codex, and Copilot use existing subscriptions or local auth; Ollama runs locally for free. Qwen now requires API-key or Coding-Plan auth.

  • OpenAI model pricing — GPT-5.6 Sol on Codex implementation/review seats
  • Perplexity pricing — per-request fee applies
  • Antigravity seats bill nothing extra beyond your existing plan
  • Long-context and provider-specific rate rules apply per provider; /octo:cost reports usage attribution

Documentation

  • docs/ — full command reference, architecture, and workflows (upstream, verbatim)
  • CLAUDE.md — the plugin's own development guide (upstream, verbatim)
  • Upstream docs

📦 Install

dsh plugin --profile <your-profile> add github:GongYuanCaiJi/dsh-claude-octopus

The prepare script builds dist/ during installation. If pnpm blocks the build step, add this package to allowBuilds in the profile's pnpm-workspace.yaml.

From a local checkout (build it first):

git clone https://github.com/GongYuanCaiJi/dsh-claude-octopus.git
cd dsh-claude-octopus && npm install        # runs prepare, produces dist/
dsh plugin --profile <your-profile> add ../dsh-claude-octopus

Not published to npm yet, so no bare-name install.

🚀 Usage

/octo help                        # all subcommands
/octo research "topic"            # multi-provider parallel research
/octo develop "task"              # implementation with validation
/octo council --goal decision "?" # 3/5/7-persona structured deliberation
/octo debate "question"           # multi-model debate
/octo embrace "spec"              # full four-phase workflow
/octo doctor                      # environment diagnostics

Install external provider CLIs (codex, agy, qwen …) as needed; /octo doctor shows what's missing.

Port notes (vs upstream nyldn/claude-octopus@5d7ac6b6)

Kept verbatim: 1169 of the upstream tree's 1174 files — scripts/, commands/, skills/, agents/, hooks/, config/, docs/, mcp-server/, openclaw/ — byte-identical (README.md/package.json/LICENSE/.gitignore are the port's own replacements; tests/unit/test-github-work-queue-hook.sh is a documented adaptation), verifiable with cmp (THIRD_PARTY_NOTICES.md pins the upstream commit and per-file SHA-256).

Added (no upstream counterpart): the dsh seam layer — src/shell.ts (ctx.shell adapter with explicit truncated/timedOut/sandbox.denied/ invocation.signal handling), src/commands.ts (/octoscripts/orchestrate.sh), src/subagents.ts (registers the octopus provider into ctx.subagents, wiring dsh's built-in subagent dispatch to the upstream probe-single engine), and the package.json / cordis.patch.yml plugin mounting.

Known limitation: upstream copy is English — it is the upstream original, kept untranslated.

🛠 Development

npm install      # runs prepare, produces dist/
npm test         # build + adapter unit tests + full upstream suite (smoke + unit)

The upstream suite includes cases that commit directly to main inside disposable temp repos; if your machine has a "no direct main commits" git hook, npm test scopes safetyfuse.allowStable to the test process via GIT_CONFIG_COUNT without touching any repository config.

Attribution

Contributing

Upstream development happens at nyldn/claude-octopus (see its CONTRIBUTING.md). Port-specific changes are the dsh seam layer in src/ and test/.

📄 License

MIT. Upstream nyldn/claude-octopus Copyright (c) 2026 nyldn; this port Copyright (c) 2026 GongYuanCaiJi (dsh port). See LICENSE.

Thanks to nyldn — if this plugin is useful to you, please also star the upstream repository.