After months of testing Claude, Codex, and Gemini side by side, I kept finding that each one has blind spots the others don’t. Claude is great at synthesis but misses implementation edge cases. Codex nails the code but doesn’t question the approach. Gemini catches ecosystem risks the other two ignore. So I built a plugin that runs all three in parallel with distinct roles and synthesizes before anything ships, filling each model’s gaps with the others’ strengths in a way none of them can do alone. /octo:embrace build stripe integration runs four phases (discover, define, develop, deliver). In each phase Codex researches implementation patterns, Gemini researches ecosystem fit, Claude synthesizes. There’s a 75% consensus gate between each phase so disagreements get flagged, not quietly ignored. Each phase gets a fresh context window so you’re not fighting limits on complex tasks. Works with just Claude out of the box. Add Codex or Gemini (both auth via OAuth, no extra cost if you already subscribe to ChatGPT or Google AI) and multi-AI orchestration lights up. What I actually use daily: /octo:embrace build stripe integration
- full lifecycle with all three models across four phases. The thing I kept hitting with single-model workflows was catching blind spots after the fact. The consensus gate catches them before code gets written. /octo:design mobile checkout redesign
- three-way adversarial design critique before any components get generated. Codex critiques the implementation approach, Gemini critiques ecosystem fit, Claude critiques design direction independently. Also queries a BM25 index of 320+ styles and UX rules for frontend tasks. /octo:debate monorepo vs microservices
- structured three-way debate with actual rounds. Models argue, respond to each other’s objections, then converge. I use this before committing to any architecture decision. /octo:parallel “build auth with OAuth, sessions, and RBAC”
- decomposes tasks so each work package gets its own claude -p process in its own git worktree. The reaction engine watches the PRs too. CI fails, logs get forwarded to the agent. Reviewer requests changes, comments get routed. Agent goes quiet, you get escalated. /octo:review
- three-model code review. Codex checks implementation, Gemini checks ecosystem and dependency risks, Claude synthesizes. Posts findings directly to your PR as comments. /octo:factory “build a CLI tool”
- autonomous spec-to-software pipeline that also runs on Factory AI Droids. /octo:prd
- PRD generator with 100-point self-scoring. Recent updates (v8.43-8.48): Reaction engine that auto-handles CI failures, review comments, and stuck agents across 13 PR lifecycle states Develop phase now detects 6 task subtypes (frontend-ui, cli-tool, api-service, etc.) and injects domain-specific quality rules Claude can no longer skip workflows it judges “too simple” Anti-injection nonces on all external provider calls CC v2.1.72 feature sync with 72+ detection flags, hooks into PreCompact/SessionEnd/UserPromptSubmit, 10 native subagent definitions with isolated contexts Inside Claude: /plugin marketplace add https://github.com/nyldn/claude-octopus.git /plugin install claude-octopus@nyldn-plugins /octo:setup Open source, MIT licensed: github.com/nyldn/claude-octopus How are others handling multi-model orchestration, or is single-model with good prompting enough? submitted by /u/nyldn
Originally posted by u/nyldn on r/ClaudeCode
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