claude-octopus
nyldn · nyldn/claude-octopus
Điều phối nhiều mô hình AI (Claude, Codex, Copilot, Gemini, v.v.) để thực hiện các tác vụ nghiên cứu, thiết kế hoặc lập trình và phát hiện sự bất đồng trước khi triển khai.
Chạy nhiều mô hình AI trên cùng một tác vụ nghiên cứu, thiết kế hoặc mã hóa. Nêu bật các điểm bất đồng trước khi bạn xuất bản.
Xem trước
Bạn có thể làm gì với nó
- Yêu cầu nhiều mô hình AI xem xét đoạn mã để tìm lỗi tiềm ẩn hoặc lỗ hổng bảo mật.
- So sánh các đầu ra mô hình AI khác nhau cho một khái niệm thiết kế và xác định các điểm đồng thuận hoặc xung đột.
- Tự động hóa toàn bộ quy trình phát triển từ đặc tả đến triển khai bằng cách sử dụng nhiều agent AI và cổng đồng thuận.
Kiểm tra an toàn
Dùng được, nhưng nên đọc ghi chú trước.
- ●Yêu cầu quyền quản trị (sudo).
scripts/install-all.sh - ●Trình cài đặt tải script từ xa và chạy thẳng bằng shell.
scripts/install-deps.sh
Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.
Trích từ README
🐙 Claude Octopus
Every AI model has blind spots. Claude Octopus supports twelve external provider integrations — Codex, Antigravity CLI, Copilot, Qwen, Ollama, Perplexity, OpenRouter, OrcaRouter, OpenCode, Cursor CLI, Grok, and Kimi Code — alongside the built-in Claude Code host, with consensus gates that flag disagreements before you ship.
Claude-native first, Octopus for escalation. Use Claude-native /init, /review, and /security-review when Claude is enough. Use Octopus when you want multiple model opinions, adversarial review, or stricter multi-LLM workflows.
Claude Octopus is an independent open-source project. It is not affiliated with, endorsed by, or sponsored by Anthropic.
🐙 Research, build, review, and ship — with twelve external providers checking the host's work. Claude-native handles the ordinary path. Octopus remains dormant until you explicitly run /octo:*, then handles the escalated path. A 75% consensus gate catches disagreements before they reach production.
🧠 Remembers across sessions. Integrates with claude-mem, agentmemory, and deja-vu for persistent memory — past decisions, research, and context survive session boundaries.
⚡ Spec in, software out. Dark Factory mode takes a spec and autonomously runs the full pipeline — research, define, develop, deliver. You review the output, not every step.
🔄 Choose the workflow the task needs. Use a focused method for architecture, debugging, or TDD. Use /octo:embrace for Discover → Define → Develop → Deliver, with quality gates between phases.
🐙 31 specialized personas (role-specific AI agents like security-auditor, backend-architect), 54 commands (slash commands you type), 63 skills (reusable workflow modules). Explicit workflows select the experts they need; ordinary Claude requests do not activate Octopus.
🐙 Works with just Claude. Adds up to twelve external provider integrations. Zero external providers are needed to start. Add them one at a time — each becomes available when detected and runs only inside an explicit workflow.
💰 Five providers cost nothing extra when you already have access. Codex, Antigravity CLI, Copilot, and Cursor CLI use existing subscriptions or local auth. Ollama runs locally for free. Qwen now requires API-key or Coding-Plan auth; its free OAuth tier ended on 2026-04-15.
What's New
Engineering methods
Octopus includes eight engineering methods adapted from Matt Pocock's skills. Routine architecture, TDD, and debugging use your current host. Ask for an independent opinion when a reviewer would help. Plans capture domain terms and blocking decisions, compare interface designs, and can propose a time-limited prototype.
Setup can resume an interrupted configuration and rechecks readiness before reporting success. See workflow methods for usage and the changelog for release details.
Premium /octo:auto routes also run one bounded cross-provider peer check after
an eligible single-owner result, without requiring a second command or flag.
Budget and Standard routes do not add the check, and existing multi-model
workflows are not double-reviewed. Set OCTOPUS_PREMIUM_PEER_CHECK=off to
disable it.
🆕 v11.11.0 — API Route support and faster, reliable development workflows.
Default roster: Claude Opus 5.5 leads architecture, planning, security reasoning, and final judgment; GPT-5.6 Sol is the independent implementation/review peer; Claude Sonnet 5.5 is the standard Claude seat; Fable 5.1 remains an opt-in judgment escalation. Existing model pins and provider configuration still win. See the routing strategy.
/octo:model-config # inspect or override the frontier roster OCTOPUS_OPUS5_AUTO_XHIGH=1 # opt in to automatic xhigh Opus 5 phases OCTOPUS_OPUS_MODEL=claude-fable-5-1 # explicitly opt in to Fable 5.1 OCTOPUS_CODEX_MODEL=gpt-6-astra # explicitly opt in to Astra /octo:model-config tier premium claude claude-fable-5-1 # one bounded Fable judgment seat /octo:model-config tier premium codex gpt-6-astra # one bounded Astra judgment seat
🆕 v9.41 — Multi-LLM Council.
/octo:councilruns a structured 3/5/7-persona deliberation across Claude, Codex, Antigravity, and OpenCode with goal modes (advice,decision,plan,implement,review), styles (balanced,adversarial,red-team,executive,implementation), benchmark-aware role routing, quorum + critical-veto gates, budget caps, and gated worktree handoff for approved plans. Use it when one model's opinion isn't enough./octo:council --goal decision --style adversarial "Should this service stay monolithic?" /octo:council --goal implement --implement plan-only "Refactor the auth flow"
| Version | Best Features |
|---|---|
| v11.11.0 (new) | API Route support and faster, reliable development workflows. |
| v9.50 | Claude Code 2026 compatibility layer — routines manifest (schedule + GitHub-event automations), SubagentStop quality/cost gate, /octo:usage cost attribution, worktree.bgIsolation opt-out, Claude Agent SDK seat (introduced with Opus 4.8 and now following the current Opus 5 default), starter skills pack, /plugin browse manifest with projected context cost. |
| v9.41 | /octo:council promoted to first-class workflow — structured multi-LLM deliberation with goal modes, adversarial/red-team styles, benchmark-aware persona routing, quorum and critical-veto gates, budget preflight, and gated worktree handoff for approved implementation plans. |
| v9 | Up to 10 external provider integrations (Codex, Antigravity CLI, Copilot, Qwen, O |