Signal

What is Signal?

Signal is SkylerLabs AI's promotion and commentary growth engine. It uses AI-driven social discovery and engagement to drive early discovery, traffic, and product-message testing for Yumz and Zim. The goal: lightweight, scalable distribution through real social engagement — not advertising. Signal finds the right conversations, drafts genuinely useful responses, and routes them through a human-approval queue before posting.

Five-Layer Engine

• 1
  Discovery Worker Finds relevant posts and threads across Reddit, Twitter/X, Instagram, TikTok. Targets food, travel planning, AI agent, and booking-pain conversations.
• 2
  Comment Drafting Engine Generates context-aware, genuinely useful comments. Powered by Gemini/OpenRouter. Useful first — product mention only where natural.
• 3
  Scoring and Filtering Every candidate scored for relevance, spam risk, and product fit. Low-quality or risky candidates auto-discarded before review.
• 4
  Human Approval Queue Phase 1: every comment reviewed and approved before posting. No automation without human sign-off in the early phase.
• 5
  Browser Posting Worker + Analytics Executes approved posts via browser automation. Every comment tracked: URL, engagement, traffic attribution, conversion signals.

Priority

• 1 Yumz — complete current build and ship to TestFlight
• 2 Zim — packaging cleanup and ClawHub republish
• 3 Signal — first production build after Yumz and Zim stabilize

Rollout Plan

1. Confirm Yumz and Zim are strong enough for social promotion
2. Create dedicated product social accounts (not Robin's personal)
3. Build discovery worker MVP — Reddit and Twitter/X first
4. Connect drafting engine to Gemini/OpenRouter
5. Launch human-approval-first phase, track results
6. Add browser posting layer and attribution analytics
7. Iterate on messaging as products evolve