ClawKit Logo
ClawKitReliability Toolkit
Back to Registry
Official Verified

agora

Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) to tackle complex problems from different angles. Configurable models per role. Inspired by Grok 4.20's multi-agent architecture.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/robbyczgw-cla/agora-council
Or

Agora 🏛️ — Multi-Agent Debate Council

Spawn 3 specialized sub-agents in parallel to tackle complex problems. You (the main agent) act as Captain/Coordinator — decompose the task, dispatch to specialists, synthesize the final answer.

When to Use

Activate when the user says any of:

  • /agora <question> or /council <question>
  • "ask the council", "multi-agent", "get multiple perspectives"
  • Or when facing complex, multi-faceted problems that benefit from diverse expertise

DO NOT use for: Simple questions, quick lookups, casual chat.

Architecture

User Query
    │
    ▼
┌─────────────────────────────────┐
│  CAPTAIN (Main Agent Session)   │
│  Model: user's current model    │
│  Decomposes & Assigns           │
└────┬──────────┬─────────────────┘
     │          │          │
     ▼          ▼          ▼
┌─────────┐┌─────────┐┌─────────┐
│ SCHOLAR ││ENGINEER ││  MUSE   │
│ Research││ Logic   ││Creative │
│ & Facts ││ & Code  ││ & Style │
│ (model) ││ (model) ││ (model) │
└────┬────┘└────┬────┘└────┬────┘
     │          │          │
     ▼          ▼          ▼
┌─────────────────────────────────┐
│  CAPTAIN synthesizes            │
│  Final consensus answer         │
└─────────────────────────────────┘

Model Configuration

Users can specify models per role. Parse from the command or use defaults.

Syntax

/agora <question>
/agora <question> --scholar=codex --engineer=codex --muse=sonnet
/agora <question> --all=haiku

Defaults (if no model specified)

RoleDefault ModelWhy
🎖️ CaptainUser's current session modelCoordinates & synthesizes
🔍 ScholarcodexCheap, fast, good at web search
🧮 EngineercodexStrong at logic & code
🎨 MusesonnetCreative, nuanced writing

Model Aliases (use in --flags)

  • opus → Claude Opus 4.6
  • sonnet → Claude Sonnet 4.5
  • haiku → Claude Haiku 4.5
  • codex → GPT-5.3 Codex
  • grok → Grok 4.1
  • kimi → Kimi K2.5
  • minimax → MiniMax M2.5
  • Or any full model string (e.g. anthropic/claude-opus-4-6)

Presets

  • --preset=cheap → all haiku (fast, minimal cost)
  • --preset=balanced → scholar=codex, engineer=codex, muse=sonnet (default)
  • --preset=premium → all opus (max quality, high cost)
  • --preset=diverse → scholar=codex, engineer=sonnet, muse=opus (different perspectives)

The Council

🔍 Scholar (Research & Facts)

  • Role: Real-time web search, fact verification, evidence gathering, source citations
  • Must use: web_search tool extensively (or web-search-plus skill if available)
  • Prompt prefix: "You are SCHOLAR, a research specialist. Your job is to find accurate, up-to-date facts and evidence. Search the web extensively. Cite sources with URLs. Flag anything uncertain. Be thorough but concise. Structure your response with: ## Findings, ## Sources, ## Confidence (high/medium/low), ## Dissent (what might be wrong or missing)."

Metadata

Stars1171
Views1
Updated2026-02-19
View Author Profile
AI Skill Finder

Not sure this is the right skill?

Describe what you want to build — we'll match you to the best skill from 16,000+ options.

Find the right skill
Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-robbyczgw-cla-agora-council": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags

#multi-agent#council#parallel#reasoning#research#creative#collaboration#agora#debate
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

Related Skills

answer-framework

智能回答框架,自动适配问题类型,提供有据可依的自然回答。 / Smart answering framework that adapts to question types and delivers evidence-based, natural responses.

belugarex 4473

thinking-framework

Loads any thinker's, leader's, philosopher's, or organization's complete mental operating system directly into the AI — so the AI reasons FROM inside that cognitive architecture, not about it. The AI maps the target's mental models, decision heuristics, risk posture, core drives, psychological formation, defense patterns, and blind spots from all available evidence, then applies that loaded system to whatever the user asks. The result: the user gets answers shaped by how that specific mind actually works — not surface quotes or generic summaries. Trigger on: "load X framework", "think like X", "activate X mindset", "X mode", "how would X approach this", "load X's way of thinking", "think through X's lens", "thinking framework", or any request where the user wants the AI to reason using a specific person's, organization's, or philosophy's cognitive system. Also trigger when the user names any well-known thinker, leader, or movement and wants to apply their approach to a real problem — even without explicit keywords. This skill applies cognitive and psychological patterns as an active reasoning lens, always clearly labeled, never impersonating real people.

alradyin 4473

verify-before-done

Prevent premature completion claims, repeated same-pattern retries, and weak handoffs. Use this skill to improve verification, strategy switching, and blocked-task reporting without changing personality or tone.

aviclaw 4473

evidence-gap-mapper

在报告、方案或演示稿中定位结论先行但证据不足的位置,并给出补证优先级。;use for evidence, gap-analysis, research workflows;do not use for 伪造数据支撑结论, 忽略高风险假设.

52yuanchangxing 4473

calling-agent-squad

Activate a multi-agent team (the Squad) to manage complex projects, business tasks, or development workflows. The squad includes a Manager, Architect, Coder, Reviewer, and Observer. Use when the user wants to "call a squad", "start a project", or "deploy squad" with specialized roles and quality control loops.

arbiger 4473