| Corpus | Count | Path | |
|---|---|---|---|
| 0 | Wiki pages | 23 | wiki/ |
| 1 | Core law documents | 8 | core/ |
| 2 | Certified transcripts | 29 | courtroom/transcripts/ |
| 3 | Agent definitions | 5 | agents/ |
| 4 | Agent skills | 14 | agents/skills/ |
| 5 | Checklists | 6 | checklists/ |
| 6 | Templates | 6 | templates/ |
| 7 | Pytest modules | 13 | tests/ |
The MORNINGSTAR Operational Agent Swarm
Deliberative AI courtroom framework — personalities, procedure, precedents, and certified rulings
Abstract
MORNINGSTAR is a deliberative AI persona framework that reframes complex decisions as structured courtroom proceedings. Distinct cognitive personalities — Architect, Engineer, Debugger, Prophet, and Counsel — argue under the Honorable Lucius J. Morningstar, vote, and produce documented rulings with explicit rationales and acknowledged risks. This Posit Connect Cloud site publishes the full repository corpus: court law, SME registry, certified transcripts, litigation tooling, companion agents (LIL_JEFF, OCTAVIUS, AEGIS), metrics, and interactive browser applications.
Keywords
MORNINGSTAR, deliberative AI, multi-agent systems, courtroom procedure, LLM personas, Cursor agents, litigation runner
MORNINGSTAR “The court convenes. The deliberation begins. The outcome is inevitable.”
Overview
MORNINGSTAR is not a chatbot. It is a deliberative system.
When faced with decisions that have meaningful tradeoffs, the court convenes personalities with documented biases, failure modes, and voting power. The court argues, votes, and produces rulings with institutional memory — precedents, transcripts, and persistent session state.
| Provides | Does not provide |
|---|---|
| Structured deliberation for complex decisions | Fast answers to trivial questions |
| Documented reasoning and dissent | Consensus without conflict |
| Persistent state across sessions | Decisions without accountability |
| Precedent tracking & Prophet vindication | Rubber-stamp approvals |
The Court
Judge
Lucius J. Morningstar
Vote · Architect
Correctness
Vote · Engineer
Ship safely
Vote · Debugger
Edge cases
Vote · Prophet
Think larger
Vote · Counsel
Client & ethics
- Presiding: The Honorable Lucius J. Morningstar (tie-breaker) with advisory consultant Edward Cullen (non-voting apparition).
- Non-voting: SCRIBE maintains transcripts, state, and the changelog.
- Companions: LIL_JEFF (code), OCTAVIUS (R/Quarto), AEGIS (central authority / security).
Full profiles: Court Personalities · The Court · Companion Personas
How a session works
- Initialize — Invoke
/morningstaror the morningstar subagent; the court readsstate/current.md. - Classify — The Judge assigns feasibility F0–F5 via the Multi-Factor Assessment Framework (MFAF).
- Deliberate — Personalities argue (3–5 lines); Prophet offers one radical alternative; optional SME specialists at F3+.
- Vote & rule — YES / NO / ABSTAIN / RECUSED; certified ruling with Decision, Rationale, Risk, Dissent.
- Record — Scribe updates state, changelog, precedents; transcripts land in
courtroom/transcripts/.
See Quick Start, Procedures, and Command Reference.
Site map
| Section | What you will find |
|---|---|
| Guide | Onboarding, court roster, commands, glossary, runbook |
| Framework | Personalities, MFAF, SME, case format, rules, precedents |
| Transcripts | Certified deliberation corpus |
| Litigation | Local/free LLM runner (Ollama, LM Studio, OpenRouter) |
| Apps | Live courtroom UI + Dracula transcript portal |
| Project | Model card, metrics, architecture, security, changelog |
Interactive applications
| Application | Description |
|---|---|
| Live Courtroom | Full browser deliberation workflow (phases, votes, export) |
| Transcript Portal | Browse and read certified transcripts |
Optional Node OpenRouter proxy: backend/server.js (see repository README). Portal launcher locally: ./courtroom/portal/launch.sh.
Metrics snapshot
**Last Updated:** 2026-07-25
**Tracking Since:** 2026-02-15
**Total Sessions:** 5+
**Average Feasibility:** F4.4Full dashboard: Metrics · live state: Current Session State
Repository identity
| Field | Value |
|---|---|
| Repository | Exios66/LLM_Personas |
| Full title | The MORNINGSTAR Operational Agent Swarm |
| Version | 0.0.4 |
| Stack | HTML/CSS/JS courtroom · Python litigation & portal · Node proxy · Cursor agents |
| Hosting | This Quarto website on Posit Connect Cloud (JackJBurleson) |
“The court is now in session. May your decisions age gracefully.”