Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
Version History
Trust/consistency patch: aligned runtime requirements with optional providers, clarified persistent-vs-one-shot agent behavior, reduced scanner ambiguity
What This Skill Does
Runs up to 4 AI models in a structured debate with two rounds of cross-critique and formal consensus scoring. Claude is the required base panelist; GPT-5.3 Codex, Grok 4, and Gemini 3.1 Pro are optional additions via Blockrun proxy. Falls back to Claude-only if optional providers are unavailable.
Rather than querying models separately and reconciling answers yourself, the skill runs parallel debate, cross-critique, and synthesis in one automated workflow with a scored consensus output.
When to use it
- Debating architectural tradeoffs before a major system redesign
- Red-teaming a security proposal with adversarial AI panelists
- Choosing between competing product roadmap options with a structured vote
- Code review where multiple models write then critique each other's implementations
- Getting multi-model consensus on a high-stakes vendor or hiring decision
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: roundtable --debate Should we migrate our monolith to microservices?
- 1Creates a Discord thread and checks for duplicate roundtable topics in the last 24 hours
- 2Runs a web search to gather current context on monolith vs microservices tradeoffs
- 3Spawns a meta-panel of 4 models to design the optimal debate workflow and panel composition
- 4Runs 4 panelists in parallel for Round 1, then sends cross-critique prompts to each session in Round 2
- 5Spawns a neutral synthesis model to produce a final summary with a calculated consensus percentage
Discord thread containing each panelist's position, cross-critiques, a consensus score, and a neutral synthesis; full results saved to {workspace}/memory/roundtables/ as JSON
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.