Council - Chamber Orchestration Pattern

Instead of spawning separate agent silos, create a Council Chamber where multiple expert personas deliberate in a single session with cross-pollination and unified transcript.

Prerequisites

• SQLite3 (member database)
• Graphiti service (Memory Bridge)
• Clawdbot gateway (sessions_spawn)

Setup

Initialize council database:

bash command:"{baseDir}/init-db.sh"

🏛️ The Chamber Pattern

Traditional Approach (Silos):

• Spawn 3 separate agents


• Each analyzes independently


• No cross-pollination


• Fragmented output

Chamber Approach (Meeting Room):

• Single agent session


• Moderates multiple personas


• Structured turn-taking


• Unified deliberation transcript

Tools

council_chamber

Start a Council Chamber session (recommended).

Usage:

bash command:"
TOPIC='YOUR_TOPIC'
MEMBERS='architect,analyst,security'

{baseDir}/references/chamber-orchestrator.sh \"\$TOPIC\" \"\$MEMBERS\"
"

What it does:

Fetches Graphiti context (Memory Bridge)

Loads member personas from database

Constructs chamber task with turn structure

Creates session record

Outputs task for sessions_spawn

council_list_members

List all registered members.

Usage:

bash command:"sqlite3 -header -column ~/.clawdbot/council.db 'SELECT id, name, role FROM council_members'"

council_add_member

Register new member.

Usage:

bash command:"
sqlite3 ~/.clawdbot/council.db \"
INSERT INTO council_members (id, name, role, system_message, expertise)
VALUES ('MEMBER_ID', 'NAME', 'ROLE', 'SYSTEM_MESSAGE', 'EXPERTISE');
\""

Chamber Session Structure

3-Turn Deliberation:

Turn 1: Initial Analysis

- Each persona provides their perspective
- Distinct voices maintained

Turn 2: Cross-Pollination

- Members critique each other's points
- Real-time responses
- Healthy debate

Turn 3: Synthesis

- Find common ground
- Resolve disagreements
- Executive Summary for user

Default Members

ID

Name

Role

architect	System Architect	Technical Design
analyst	Technical Analyst	Research & Analysis
security	Security Officer	Risk Assessment
designer	UX Designer	User Experience
strategist	Business Strategist	ROI & Strategy

Example

# User: "Start council on Salesforce integration"
council_chamber topic:"Salesforce Integration" members:"architect,strategist"

# Output:
# 🏛️ Convening Council Chamber...
# 🧠 Memory Bridge: [Retrieved 10 facts about Salesforce]
# 👥 Loaded 2 personas
# ✅ Chamber Task ready for sessions_spawn

Benefits:

• ✅ Cross-pollination (members respond to each other)


• ✅ Single transcript (one .jsonl file)


• ✅ Shared context (Memory Bridge loaded once)


• ✅ Structured output (3-turn deliberation)