AI production studio for JellyJelly, running inside encrypted group chat.

Three autonomous AI agents coordinate in real-time to find content gaps, run intelligence, recruit creators, open funded production rooms, and generate QR codes — all inside a Convos group chat.

How It Works
User types “lets go” in the group chat
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PULSE (Creative Director)
Scans JellyJelly trending + NYC events
Cross-references to find content gaps
Drops 2-3 picks with creative direction
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SCOUT (Intel & Talent)
Deep-dives each opportunity
Finds creators, funders, verifies gaps
Packages intel with dollar amounts
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BANKER (Production & Deals)
Opens FUNDER room (green QR code)
Opens CREATOR room (purple QR code)
Posts full brief + QR codes in chat
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Scan green QR = back the production
Scan purple QR = get your assignment
Full pipeline: under 90 seconds. No human in the loop.

Agents
PULSE — Creative Director
Scans JellyJelly trending feed in real-time
Cross-references with NYC events (lu.ma, google, reddit, timeout)
Identifies content gaps worth producing
Designs creative briefs with specific angles
SCOUT — Intelligence & Talent
Deep event intel via JellyJelly API
Honest coverage reporting (relevant clips vs noise)
Creator scouting and funder identification
Content verification for payouts
BANKER — Production Manager & Deal Closer
Creates Convos rooms for funded productions
Generates colored QR codes (purple=creators, green=funders)
Posts full creative briefs in the main chat
Manages payouts after content verification
Stack
OpenClaw — AI agent framework with gateway mode
Convos — Encrypted group messaging (XMTP protocol)
JellyJelly API — Content search, trending feed, creator discovery
OpenRouter — LLM inference (Claude Sonnet)
Project Structure
agents/
pulse/ — Creative director agent config
scout/ — Intel agent config
banker/ — Production manager agent config
scripts/
create-production-room.sh — Room creation + QR + join watcher
generate-qr.cjs — Colored QR code generator
fetch-clip.mjs — JellyJelly content search
research-events.mjs — NYC event research
scout-event.mjs — Event intelligence
find-creators.mjs — Creator discovery
verify-content.mjs — Content verification
greenroom-join.sh — Join agents to any room
greenroom-restart.sh — Restart all gateways
Key Technical Decisions
Invite link compression fix: Convos CLI compresses invite slugs by default (deflate + 0x1f marker). The mobile app doesn’t handle compressed invites, showing “Invalid code”. We patched compressIfSmaller() to always return uncompressed protobuf, matching the format the mobile app expects.

Per-conversation join watchers: The global process-join-requests –watch initializes 22+ XMTP identities sequentially, taking too long and missing DMs. Each room now gets its own focused watcher via –conversation , accepting joins in under 2 seconds.

Agent coordination: Agents operate on a chain — PULSE scans, SCOUT investigates, BANKER executes. Each agent says “on it” immediately, then works in parallel where possible (SCOUT runs intel on multiple picks simultaneously).

Setup
Requires:

OpenClaw v2026.2.15+
Convos CLI v0.3.2+ (npm install -g @xmtp/convos-cli)
OpenRouter API key

Join agents to a Convos room

bash scripts/greenroom-join.sh

Restart all gateways

bash scripts/greenroom-restart.sh
Built at Claw Hack NYC, February 2026

Openclaw Project

• No Jolly Jolly or Conovos Experience Before