roundtable
Adaptive multi-model AI roundtable. Runs up to 4 AI models (configurable) in 2 debate rounds with cross-critique and formal consensus scoring. Requires a configured Anthropic provider (Claude Opus recommended). Optionally adds GPT-5.3 Codex (OpenAI), Grok 4, and Gemini 3.1 Pro via Blockrun proxy. Works with Claude-only fallback if optional providers are unavailable. Writes results to local filesystem. Debate panel agents are persistent thread sessions; meta-panel and synthesis agents are one-shot.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/jimmyclanker/roundtable-adaptiveRoundtable v2 — Adaptive Multi-Model Orchestrator
Trigger: roundtable [--mode] [prompt] from any channel your agent monitors.
Output: Posted to your configured output channel (set ROUNDTABLE_OUTPUT_CHANNEL in your OpenClaw config, or results are posted back to the triggering channel).
Panel agents: Persistent sessions (mode="session", thread=true) — stay alive in the Discord thread for follow-up questions. Meta-panel analysts and synthesis agent are one-shot (mode="run").
The orchestrator = COORDINATOR ONLY. Uses your default model unless overridden in panels.json. Never argues a position, never joins the panel.
Core principle: the Meta-Panel (4 premium models) designs the optimal WORKFLOW for the task — parallel debate, sequential pipeline, or hybrid — then the right agents execute it.
Configuration
Before using, set your output channel in panels.json (or the triggering channel is used):
{
"output": {
"channel": "discord",
"target": "YOUR_CHANNEL_ID_HERE"
}
}
If using Discord threads (optional — creates one thread per roundtable for clean organization):
{
"output": {
"channel": "discord",
"target": "YOUR_CHANNEL_ID_HERE",
"useThreads": true
}
}
Without this config, results are posted directly to the channel where the command was issued.
Cost transparency
| Component | Cost per full run |
|---|---|
| Claude Opus (OAuth) | Free |
| GPT-5.3 Codex (OAuth) | Free |
| Gemini 3.1 Pro (Blockrun) | ~$0.05 |
| Grok 4 (Blockrun) | ~$0.08 |
| Total (full panel) | ~$0.13–$0.50 |
| Degraded mode (Claude only) | Free |
--quick flag halves cost (1 round only).
Setup
Minimum (degraded mode — free):
- Configure
anthropicprovider inopenclaw.json(OAuth or API key) - Optionally add
openai-codexfor GPT-5.3 Codex - Done — Grok/Gemini slots fall back to Claude Sonnet
Full panel (adds Grok 4 + Gemini 3.1 Pro via Blockrun):
- Install Blockrun:
openclaw plugins install @blockrun/clawrouterthenopenclaw gateway restart - Fund the Blockrun wallet with USDC on Base (~$5-10). Address shown during install.
- Full panel costs ~$0.13–$0.50/run; Claude and GPT slots remain free via OAuth.
Results are saved to {workspace}/memory/roundtables/YYYY-MM-DD-slug.json (created automatically).
Trigger Patterns
Optional: auto-trigger a dedicated channel
You can configure a Discord channel as a roundtable-only channel in your AGENTS.md:
Any message in channel [YOUR_CHANNEL_ID] → treat as a roundtable topic automatically.
No prefix needed. Message → auto-detect mode → create thread → spawn orchestrator.
This is entirely optional — the explicit roundtable command works from any channel.
Explicit trigger (any channel)
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-jimmyclanker-roundtable-adaptive": {
"enabled": true,
"auto_update": true
}
}
}