Update Council of Agents with ProSe Legal Council + GitHub link

README.md

@@ -25,33 +25,30 @@ Same father. Different county, different system — Hamilton County's bifurcated
 
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-## The Council of Agents
+## The Legal Council — Multi-Agent Debate Engine
 
-ProSe AI isn't a chatbot. It's a **council** — a team of specialized AI agents that simulate every person you'll face in family court, each with a distinct role and personality:
+ProSe AI isn't a chatbot. It's a **Legal Council** — a team of 6 specialized AI agents that debate, evaluate, and vote to give you the strongest possible legal analysis. Built on [PolyCouncil](https://github.com/TrentPierce/PolyCouncil), running 100% locally.
 
 | Agent | Role | What They Do |
 |-------|------|--------------|
-| **Legal Guide** | Your main advisor | Walks you through all 12 steps, defines every term |
-| **Research Agent** | Finds the law | Pulls statutes, case law, ORC citations — and verifies them |
-| **Mock Trial Coach** | Prepares you for court | Runs you through testimony, builds your confidence |
-| **Magistrate Simulator** | Simulates the judge | Formal, asks the hard questions, focused on best interest |
-| **Opposing Counsel** | Cross-examines you | Aggressive, finds weaknesses — so the real one can't |
-| **GAL Simulator** | Simulates the Guardian ad Litem | Watches your demeanor, evaluates your cooperation |
-| **Custody Investigator** | Simulates the home study | Asks about routines, home environment, co-parenting |
-| **Psychologist** | Evaluates readiness | Assesses attachment, parenting capacity, emotional fitness |
-| **Witness Coach** | Prepares testimony | Teaches you to stay calm, answer precisely, handle pressure |
+| **Statute Agent** | Ohio law specialist | Cites specific ORC sections — 3109.04, 3109.051, 3105.21 |
+| **Case Law Agent** | Appellate analyst | Cites Ohio Supreme Court & appellate holdings with case numbers |
+| **Adversary Agent** | Opposing party | Presents the strongest arguments you'll face in court |
+| **Procedure Agent** | Court rules expert | Filing deadlines, service rules, Civ.R. 75, local rules |
+| **Synthesis Judge** | Final arbiter | Weighs all agents, resolves conflicts, issues ruling |
+| **Citation Verifier** | Fact-checker | Verifies every legal citation (✅ Verified / ⚠️ Unverified / ❌ Incorrect) |
 
-### How the Council Works
+### How the Legal Council Works
 
-**Before your hearing**, you describe your case. Each agent takes their role:
+1. **You ask a question** — e.g. "What factors does Ohio consider in custody modification?"
+2. **All 6 agents respond in parallel** — each from their specialized perspective
+3. **Cross-evaluation** — agents score each other on legal accuracy, jurisdiction, citations
+4. **Weighted voting** — the best legal analysis wins through democratic deliberation
+5. **Multi-round debate** — toggle on for deeper analysis with configurable rounds
 
-1. The **Legal Guide** identifies which statutes and rules apply
-2. **Opposing Counsel** cross-examines you — trying to rattle you, just like in court
-3. The **Magistrate Simulator** asks the questions the judge will actually ask
-4. The **GAL Simulator** evaluates whether you're focused on the child
-5. The **Witness Coach** refines your testimony until it's bulletproof
+**You get legal analysis that's been stress-tested by an adversary, verified for citation accuracy, and grounded in Ohio law.** Most pro se litigants get a generic chatbot response.
 
-**You walk into court having already faced every scenario.** Most pro se litigants walk in blind.
+📦 **Desktop App**: [GitHub — ProSe Council](https://github.com/rodneydmullins/ProSe-AI)
 
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@@ -103,8 +100,10 @@ ollama run ProSeAI/ProSe-Ohio
 | Model | Purpose | Status |
 |-------|---------|--------|
 | [ProSe-Ohio-14B](https://huggingface.co/ProSeAI/ProSe-Ohio-14B) | Full legal guide (all 12 steps) | Training |
-| [ProSe-Ohio](https://huggingface.co/ProSeAI/ProSe-Ohio) | Citation verification | Coming soon |
+| [ProSe-Ohio](https://huggingface.co/ProSeAI/ProSe-Ohio) | 9B council agent model | Training |
+| [OhioCustodyBERT](https://huggingface.co/ProSeAI/OhioCustodyBERT) | Citation verification & classification | Training on Kaggle |
 | [Training Data](https://huggingface.co/datasets/ProSeAI/ProSe-Ohio-corpus) | 12,724+ Ohio family law Q&A pairs | Available |
+| [Legal Council App](https://github.com/rodneydmullins/ProSe-AI) | Multi-agent debate GUI (PolyCouncil fork) | Available |
 
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