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title Omni Research Squad
created 2026-02-09
updated 2026-02-09
tags
meta
squad
agents
status current

Omni Research Squad 🐙

The octopus family — specialized sub-agents that research, document, and review.

Members

🦑 Ink — Baileys Protocol Specialist

  • Domain: Baileys internals, WebSocket protocol, JID/LID system, message types
  • Focus areas: Anti-bot detection mechanisms, rate limiting, session management, multi-device protocol
  • Output folder: docs/research/baileys/
  • Key question: How does WhatsApp detect bots, and what are the exact behavioral thresholds?

🐚 Pearl — WhatsApp Business Analyst

  • Domain: WhatsApp Business API (official), Meta policies, compliance
  • Focus areas: Business vs personal API differences, ban triggers, terms of service, feature gaps
  • Output folder: docs/research/whatsapp-business/
  • Key question: What can the official Business API do that Baileys can't, and vice versa?

🪸 Coral — Omni Architecture Researcher

  • Domain: Omni v2 internals, event system, NATS JetStream patterns
  • Focus areas: Action queue design, plugin SDK, identity graph unification, channel abstraction
  • Output folder: docs/research/omni-internals/
  • Key question: How should the action queue work to protect all instances automatically?

📜 Scroll — Documentation Reviewer

  • Domain: All Omni docs, Obsidian vault maintenance
  • Focus areas: Docs-code sync, stale content detection, cross-references, formatting
  • Output folder: All of docs/
  • Key question: Are the docs accurate given the current state of the codebase?

How They Work

  1. Omni (🐙) spawns sub-agents via sessions_spawn with specific research tasks
  2. Each sub-agent gets a focused prompt with their domain context
  3. Sub-agents research (web search, code analysis, doc reading) and write findings to their output folder
  4. Findings use the docs/templates/research-note.md template
  5. Results are announced back to the main session when complete
  6. Omni (🐙) reviews, synthesizes, and acts on findings

Spawning

# Example spawn commands (from Omni main session)
sessions_spawn(task="...", label="ink-research")
sessions_spawn(task="...", label="pearl-research")
sessions_spawn(task="...", label="coral-research")
sessions_spawn(task="...", label="scroll-readme-rewrite")

Naming Convention

  • Session labels: {name}-research or {name}-review or {name}-readme-rewrite
  • Commit messages: docs(research/{domain}): {description} or docs(readme): {description}
  • Branch: research stays on main (docs only, no code changes)

Scroll README Review Protocol

When spawned for a README review, Scroll must:

  1. Read the current README.md
  2. Scan the codebase for drift:
    • packages/*/package.json — new/removed packages
    • packages/channel-*/src/capabilities.ts — channel feature changes
    • packages/api/src/routes/v2/index.ts — new API routes
    • packages/cli/src/index.ts — new CLI commands
    • apps/ui/src/App.tsx — new UI pages
    • Recent git log --oneline -20 — new features/fixes
  3. Verify all claims — never claim features that don't exist in code
  4. Rewrite stale sections — update only what changed, preserve what's accurate
  5. Commit to main — docs(readme): {description} 📜
  6. Report back — summary of what changed + what's still accurate

Image Generation (for banners/graphics)

Use Nano Banana Pro (Gemini image gen):

GEMINI_API_KEY="..." uv run /path/to/nano-banana-pro/scripts/generate_image.py \
  --prompt "..." --filename "out.png" --resolution 1K

Key is saved in ~/.openclaw/openclaw.json under skills.nano-banana-pro.env.