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octo

v9.61.1

Multi-LLM orchestration with Double Diamond workflows, provider routing, safety gates, and automation. Dispatches to Codex, Gemini, Copilot, Qwen, Perplexity, OpenRouter, Ollama, and OpenCode from a single plugin.

CodexClaude Code50 skills

by nyldnMIT4kupdated 5 hours ago

Source

git clone https://github.com/nyldn/claude-octopus

Clone the source, then follow the repository's marketplace instructions for your runtime. The repository root is the plugin root.

Layout

octo/
├── .codex-plugin/plugin.json
├── .claude-plugin/plugin.json
├── skills/flow-define/SKILL.md
├── skills/flow-deliver/SKILL.md
├── skills/flow-develop/SKILL.md
├── skills/flow-discover/SKILL.md
├── skills/flow-parallel/SKILL.md
├── skills/flow-spec/SKILL.md
├── skills/octopus-architecture/SKILL.md
├── skills/octopus-quick/SKILL.md
├── skills/octopus-research/SKILL.md
├── skills/octopus-security-audit/SKILL.md
├── skills/octopus-ui-ux-design/SKILL.md
├── skills/skill-agent-topology/SKILL.md
├── skills/skill-audit/SKILL.md
├── skills/skill-authoring/SKILL.md
├── skills/skill-claw/SKILL.md
├── skills/skill-code-review/SKILL.md
├── skills/skill-content-pipeline/SKILL.md
├── skills/skill-context-detection/SKILL.md
├── skills/skill-copilot-provider/SKILL.md
├── skills/skill-cost-projections/SKILL.md
├── skills/skill-council/SKILL.md
├── skills/skill-coverage-audit/SKILL.md
├── skills/skill-debate/SKILL.md
├── skills/skill-debug/SKILL.md
├── skills/skill-decision-support/SKILL.md
├── skills/skill-deck/SKILL.md
├── skills/skill-design-lineage/SKILL.md
├── skills/skill-doc-delivery/SKILL.md
├── skills/skill-doc-sync/SKILL.md
├── skills/skill-doctor/SKILL.md
├── skills/skill-extract/SKILL.md
├── skills/skill-factory/SKILL.md
├── skills/skill-finish-branch/SKILL.md
├── skills/skill-intake/SKILL.md
├── skills/skill-intent-contract/SKILL.md
├── skills/skill-issues/SKILL.md
├── skills/skill-iterative-loop/SKILL.md
├── skills/skill-knowledge-work/SKILL.md
├── skills/skill-meta-prompt/SKILL.md
├── skills/skill-native-escalation-routing/SKILL.md
├── skills/skill-parallel-agents/SKILL.md
├── skills/skill-prd/SKILL.md
├── skills/skill-pressure-test/SKILL.md
├── skills/skill-resume/SKILL.md
├── skills/skill-review-response/SKILL.md
├── skills/skill-rollback/SKILL.md
├── skills/skill-security-framing/SKILL.md
├── skills/skill-ship/SKILL.md
├── skills/skill-staged-review/SKILL.md
└── skills/skill-status/SKILL.md

Skills50

flow-defineskills/flow-define/SKILL.md

Multi-AI requirements scoping using available external providers (Double Diamond Define phase)

flow-deliverskills/flow-deliver/SKILL.md

Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)

flow-developskills/flow-develop/SKILL.md

Multi-AI implementation using available external providers (Double Diamond Develop phase)

flow-discoverskills/flow-discover/SKILL.md

Multi-AI research using available external providers (Double Diamond Discover phase)

flow-parallelskills/flow-parallel/SKILL.md

Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates

flow-specskills/flow-spec/SKILL.md

NLSpec authoring — use when you need a structured specification from multi-AI research and consensus

octopus-architectureskills/octopus-architecture/SKILL.md

System architecture and API design with multi-AI consensus — use for design reviews and new subsystems

octopus-quickskills/octopus-quick/SKILL.md

Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests

octopus-researchskills/octopus-research/SKILL.md

Thorough research across multiple sources — use for complex topics needing broad synthesis

octopus-security-auditskills/octopus-security-audit/SKILL.md

OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews

octopus-ui-ux-designskills/octopus-ui-ux-design/SKILL.md

Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces

skill-agent-topologyskills/skill-agent-topology/SKILL.md

Audit whether a multi-agent setup earns its coordination cost — use before adding an agent, or when a workflow feels slow or agents agree without adding signal

skill-auditskills/skill-audit/SKILL.md

Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review

skill-authoringskills/skill-authoring/SKILL.md

Principles for writing skills that behave the same way every run — use when adding, editing, or reviewing a skill in this plugin

skill-clawskills/skill-claw/SKILL.md

OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox

skill-code-reviewskills/skill-code-review/SKILL.md

Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis

skill-content-pipelineskills/skill-content-pipeline/SKILL.md

Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages

skill-context-detectionskills/skill-context-detection/SKILL.md

Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type

skill-copilot-providerskills/skill-copilot-provider/SKILL.md

GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode

skill-cost-projectionsskills/skill-cost-projections/SKILL.md

Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns

skill-councilskills/skill-council/SKILL.md

Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.

skill-coverage-auditskills/skill-coverage-audit/SKILL.md

Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs

skill-debateskills/skill-debate/SKILL.md

Structured multi-provider AI debates between Claude and available advisors — use for critical decisions

skill-debugskills/skill-debug/SKILL.md

Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior

skill-decision-supportskills/skill-decision-support/SKILL.md

Present options with trade-offs for informed decision-making — use when choosing between approaches

skill-deckskills/skill-deck/SKILL.md

Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries

skill-design-lineageskills/skill-design-lineage/SKILL.md

Persist design documents with branch tracking, revision chains, and cross-session discovery

skill-doc-deliveryskills/skill-doc-delivery/SKILL.md

Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables

skill-doc-syncskills/skill-doc-sync/SKILL.md

Post-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.

skill-doctorskills/skill-doctor/SKILL.md

Environment diagnostics — check providers, auth, config, hooks, scheduler, and more

skill-extractskills/skill-extract/SKILL.md

Reverse-engineer design systems, tokens, and components from live products or screenshots

skill-factoryskills/skill-factory/SKILL.md

Run a full build-and-ship pipeline from a spec — use for hands-off project generation

skill-finish-branchskills/skill-finish-branch/SKILL.md

Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done

skill-intakeskills/skill-intake/SKILL.md

Move incoming issues and pull requests through triage states until each is actionable or closed — use when the queue has piled up or a report arrives unsorted

skill-intent-contractskills/skill-intent-contract/SKILL.md

Use when starting a complex or ambiguous task that risks scope drift

skill-issuesskills/skill-issues/SKILL.md

Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage

skill-iterative-loopskills/skill-iterative-loop/SKILL.md

Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence

skill-knowledge-workskills/skill-knowledge-work/SKILL.md

Switch to Knowledge Work mode for research and writing — use when task is non-code focused

skill-meta-promptskills/skill-meta-prompt/SKILL.md

Craft better prompts using proven optimization techniques — use when your prompt needs refinement

skill-native-escalation-routingskills/skill-native-escalation-routing/SKILL.md

Use when choosing native or multi-LLM handling for init, review, or security requests

skill-parallel-agentsskills/skill-parallel-agents/SKILL.md

Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work

skill-prdskills/skill-prd/SKILL.md

Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product

skill-pressure-testskills/skill-pressure-test/SKILL.md

Interrogate a plan, decision, or design one question at a time until it holds — use to stress-test your own thinking before committing to it

skill-resumeskills/skill-resume/SKILL.md

Pick up where you left off from a previous session — use after context resets, compaction, or new conversations

skill-review-responseskills/skill-review-response/SKILL.md

Use when a reviewer, CI bot, or another AI leaves feedback to address

skill-rollbackskills/skill-rollback/SKILL.md

Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert

skill-security-framingskills/skill-security-framing/SKILL.md

URL validation and content sanitization for untrusted sources — use when handling external input safely

skill-shipskills/skill-ship/SKILL.md

Package and finalize completed work for delivery — use when a feature is done and ready to ship

skill-staged-reviewskills/skill-staged-review/SKILL.md

Use when a PR or feature needs both specification and code-quality review

skill-statusskills/skill-status/SKILL.md

Show where you are in the workflow and what to do next — use for progress checks and orientation

Manifests2

.codex-plugin/plugin.json
{
  "name": "octo",
  "version": "9.61.1",
  "description": "Multi-LLM orchestration with Double Diamond workflows, provider routing, safety gates, and automation. Dispatches to Codex, Gemini, Copilot, Qwen, Perplexity, OpenRouter, Ollama, and OpenCode from a single plugin.",
  "author": {
    "name": "nyldn"
  },
  "license": "MIT",
  "repository": "https://github.com/nyldn/claude-octopus",
  "homepage": "https://github.com/nyldn/claude-octopus",
  "keywords": [
    "multi-llm",
    "multi-agent",
    "orchestration",
    "double-diamond",
    "codex",
    "gemini",
    "copilot",
    "qwen",
    "ollama",
    "perplexity",
    "openrouter",
    "multi-provider",
    "provider-routing",
    "adversarial-review",
    "tdd",
    "debugging",
    "code-review",
    "research"
  ],
  "skills": "./skills/",
  "interface": {
    "displayName": "Claude Octopus",
    "shortDescription": "Multi-LLM orchestration — dispatch to 8 providers from one plugin.",
    "longDescription": "Claude Octopus orchestrates multiple AI providers (Codex, Gemini, Antigravity, Grok, Copilot, Qwen, Perplexity, OpenRouter, Ollama, OpenCode) through structured Double Diamond workflows. 32 personas, 51 commands, 63 skills covering research, implementation, review, TDD, security audits, and more. Provider dispatch includes prompt-size preflight, agent summary tables, circuit breakers, cost tracking, and model routing.",
    "composerIcon": "./assets/octopus-icon.svg",
    "developerName": "nyldn",
    "category": "Orchestration",
    "capabilities": [
      "Interactive",
      "Read",
      "Write"
    ],
    "defaultPrompt": [
      "Research OAuth patterns across providers",
      "Build a feature using multi-AI implementation",
      "Review this code with adversarial multi-provider analysis",
      "Run a structured debate between AI providers"
    ],
    "brandColor": "#6366F1"
  }
}
.claude-plugin/plugin.json
{
  "name": "octo",
  "version": "9.61.1",
  "description": "v9.61.1 — Provider routing, workflow contracts, and generated-skill reliability fixes. Run /octo:setup.",
  "author": {
    "name": "nyldn",
    "url": "https://github.com/nyldn"
  },
  "license": "MIT",
  "repository": "https://github.com/nyldn/claude-octopus",
  "homepage": "https://github.com/nyldn/claude-octopus",
  "keywords": [
    "multi-llm",
    "multi-agent",
    "orchestration",
    "claude-code-plugin",
    "double-diamond",
    "codex",
    "gemini",
    "antigravity",
    "agy",
    "copilot",
    "code-review",
    "automation"
  ],
  "skills": [
    "./skills/flow-define",
    "./skills/flow-deliver",
    "./skills/flow-develop",
    "./skills/flow-discover",
    "./skills/flow-parallel",
    "./skills/flow-spec",
    "./skills/octopus-architecture",
    "./skills/octopus-quick",
    "./skills/octopus-research",
    "./skills/octopus-security-audit",
    "./skills/octopus-ui-ux-design",
    "./skills/skill-agent-topology",
    "./skills/skill-audit",
    "./skills/skill-authoring",
    "./skills/skill-claw",
    "./skills/skill-code-review",
    "./skills/skill-content-pipeline",
    "./skills/skill-context-detection",
    "./skills/skill-copilot-provider",
    "./skills/skill-cost-projections",
    "./skills/skill-council",
    "./skills/skill-coverage-audit",
    "./skills/skill-debate",
    "./skills/skill-debug",
    "./skills/skill-decision-support",
    "./skills/skill-deck",
    "./skills/skill-design-lineage",
    "./skills/skill-doc-delivery",
    "./skills/skill-doc-sync",
    "./skills/skill-doctor",
    "./skills/skill-extract",
    "./skills/skill-factory",
    "./skills/skill-finish-branch",
    "./skills/skill-intake",
    "./skills/skill-intent-contract",
    "./skills/skill-issues",
    "./skills/skill-iterative-loop",
    "./skills/skill-knowledge-work",
    "./skills/skill-meta-prompt",
    "./skills/skill-native-escalation-routing",
    "./skills/skill-parallel-agents",
    "./skills/skill-prd",
    "./skills/skill-pressure-test",
    "./skills/skill-resume",
    "./skills/skill-review-response",
    "./skills/skill-rollback",
    "./skills/skill-security-framing",
    "./skills/skill-ship",
    "./skills/skill-staged-review",
    "./skills/skill-status",
    "./skills/skill-task-management",
    "./skills/skill-tdd",
    "./skills/skill-thought-partner",
    "./skills/skill-verification-gate",
    "./skills/skill-verify",
    "./skills/skill-visual-feedback",
    "./skills/skill-work-slicing",
    "./skills/skill-writing-plans",
    "./skills/sys-configure",
    "./skills/octopus-starter-pack/debate-kickoff",
    "./skills/octopus-starter-pack/council-verdicts",
    "./skills/octopus-starter-pack/provider-health",
    "./skills/octopus-starter-pack/model-cost-compare"
  ],
  "commands": [
    "./commands/auto.md",
    "./commands/octo.md",
    "./commands/prd.md",
    "./commands/pipeline.md",
    "./commands/brainstorm.md",
    "./commands/meta-prompt.md",
    "./commands/preflight.md",
    "./commands/prd-score.md",
    "./commands/setup.md",
    "./commands/km.md",
    "./commands/dev.md",
    "./commands/review.md",
    "./commands/security.md",
    "./commands/debug.md",
    "./commands/tdd.md",
    "./commands/loop.md",
    "./commands/docs.md",
    "./commands/embrace.md",
    "./commands/discover.md",
    "./commands/define.md",
    "./commands/develop.md",
    "./commands/deliver.md",
    "./commands/multi.md",
    "./commands/plan.md",
    "./commands/quick.md",
    "./commands/extract.md",
    "./commands/model-config.md",
    "./commands/deck.md",
    "./commands/scheduler.md",
    "./commands/schedule.md",
    "./commands/spec.md",
    "./commands/parallel.md",
    "./commands/sentinel.md",
    "./commands/claw.md",
    "./commands/factory.md",
    "./commands/staged-review.md",
    "./commands/design-ui-ux.md",
    "./commands/debate.md",
    "./commands/research.md",
    "./commands/resume.md",
    "./commands/careful.md",
    "./commands/freeze.md",
    "./commands/guard.md",
    "./commands/unfreeze.md",
    "./commands/costs.md",
    "./commands/council.md",
    "./commands/retro.md",
    "./commands/history.md",
    "./commands/discipline.md",
    "./commands/usage.md",
    "./commands/whats-new.md"
  ]
}