The Atlas
Lavern's documentation, bound to its code
Journeys
First hour with the repo
The orientation path: what Lavern is, how to run it, where everything lives, and how to navigate from here.
5 stops →How the engine works
From the prescriptive architecture to the actual dispatch loop: the 4-stage pipeline as designed, then the code that runs engagements.
6 stops →Clawern deep-dive
The autonomous pipeline — watch a folder, read what arrives, remember across documents — and the seven-report eval arc that hardened it.
8 stops →Integrating & operating
The system's edges: providers and tools, the API surface, the remote bridge, datasets, and the two live migration roadmaps.
6 stops →Getting Started
The front door. What Lavern is, how to get it running in a minute, and the personality it speaks with. Start here, in order: README → QUICKSTART → SOUL.
- Lavern Your very first stop in this repository.
- Lavern's Soul You're tuning agent tone or customizing the firm personality.
- Quick Start You want it running on your machine in the next five minutes.
Architecture & Design
Why the system is shaped this way: the 4-stage pipeline, the 25-role agent taxonomy, and the complete codebase topology. The prescriptive specs predate the code; CLAUDE.md tracks what was actually built.
- Lavern — A multi-agent legal system. Yours. You need to know where anything lives in the codebase.
- Lavern — Architecture & Technology Analysis
- Law Firm of the Future — Architecture Specification You want the why behind the agent org chart and routing.
- Law Firm of the Future: Agent Roles Specification You need the agent taxonomy without the pipeline narrative.
Integration
Everything that touches the outside world: the three LLM providers, 21 MCP tools, bundled legal datasets, external services — plus the two live migration roadmaps (Anthropic Managed Agents, Azure).
- Connectors You're integrating with, operating, or extending the system's edges.
- Lavern → Azure migration research Planning the cloud deployment or challenging a service choice.
- Managed Agents Migration Plan Tracking or evaluating the Managed Agents migration.
- Managed Agents Provider (Stage 0 Scaffold) Cross-referencing the migration plan against actual code state.
Audits & Quality
Point-in-time health reports: a tech-debt audit that found an unusually clean codebase (and the CLAUDE.md drift this Atlas now checks continuously), and the pre-launch security audit behind the fresh-start v0.15.0 repo.
- Lavern Pre-Launch Security & Compliance Audit Due diligence before relying on or deploying the project.
- Technical Debt Audit — Lavern / The Shem Planning refactors or verifying code health claims.
Evaluation
The v1→v3.4 Lighthouse eval arc: seven reports on real CUAD JV contracts running on a local gemma2:2b, each diagnosing a failure mode, fixing it, and re-measuring — from "plumbing works" to zero leaks across every category. RUBRIC.md is the pre-registered baseline; read the arc in order.
- Eval Rubric — JV Lighthouse Pass (pre-registered) Before reading any eval report — this is the yardstick.
- Lighthouse Eval Report — 3 CUAD JV Contracts on gemma2:2b Start of the eval arc — the honest baseline.
- Lighthouse Eval — v2 (after the three fixes) Second stop in the arc — first fixes validated.
- Lighthouse Eval — v3 (10 real CUAD JV-flavoured contracts) The arc's turning point — architecture vindicated at scale.
- Lighthouse Eval — v3.1 (10 docs, post-run synthesis fix) Understanding why Path A (v3.2) was chosen.
- Lighthouse Eval — v3.2 (Path A: programmatic party-name extraction) How the closed-vocabulary fix works and what it traded.
- Lighthouse Eval — v3.3 (regex tightening) The polish iteration before the final fix.
- Lighthouse Eval — v3.4 (client-name leak vector closed) The end of the arc — and the state the evals shipped in.
Operations
Running and showing the thing: importing the five legal datasets, the demo walkthrough script, the macOS menu bar companion, sample documents, and the bundled legal template library.
- Importing the Legal Reference Datasets Bootstrapping a KB or checking dataset license obligations.
- Independent Contractor Agreement Using or extending the document template library.
- Lavern Demo Video — Script You're presenting Lavern or cutting a demo video.
- Lavern Menu Bar You're on macOS and want ambient Clawern monitoring.
- Mutual Non-Disclosure Agreement Using or extending the document template library.
- One-Way Non-Disclosure Agreement Using or extending the document template library.
- Privacy Policy Using or extending the document template library.
- SaaS Subscription Agreement Using or extending the document template library.
- Sample documents You want to try Lavern without supplying your own contract.
- Terms of Service Using or extending the document template library.
Governance
How the project is run: contribution rules built around "every agent must be challengeable", the security policy and trust boundaries, attribution, the code of conduct, and the release history.
- Authors Provenance or attribution questions.
- Changelog Upgrade planning, or archaeology on why something changed.
- Code of Conduct Community conduct expectations.
- Contributing to Lavern Before your first PR, or when adding an agent or tool.
- Security You're reporting a vulnerability or assessing the threat model.
Developer Tools
The documentation tools themselves: the Skills & Prompts Explorer (87 artifacts, curated diagrams) and this Atlas. Both follow the same pattern — mechanical discovery strictly separated from authored curation.
- Skills & Prompts Explorer Browsing the agent catalog or maintaining the explorer.
- Skills & Prompts Explorer — reusable build method Porting the explorer pattern, or setting curation standards.
- The Atlas — Design Working on the Atlas itself, or porting it to another repo.
Agents & Prompts
All 67 agent prompts, searchable here at full text. For the curated experience — assessment cards, workflow diagrams, click-to-source — each page deep-links into the Explorer.
- accessibility-specialist
- ai-ethics-specialist
- antitrust-specialist
- arbitration-specialist
- banking-finance
- behavioral-scientist
- capital-markets
- client-proxy
- client-relations-partner
- compliance-officer
- contract-reviewer
- contract-specialist
- corporate-generalist
- cybersecurity-advisor
- Design Review: [Document Name]
- dispute-resolution
- employment-counsel
- energy-specialist
- environmental-counsel
- ethics-auditor
- ethics-reviewer
- evaluator
- fintech-specialist
- healthcare-specialist
- innovation-partner
- international-counsel
- ip-specialist
- junior-associate
- legal-engineer
- legal-intern
- legal-researcher
- litigation-associate
- litigation-partner
- ma-specialist
- managing-partner
- meaning-guardian
- media-specialist
- of-counsel
- orchestrator
- orchestrator-adversarial
- orchestrator-counsel
- orchestrator-full-bench
- orchestrator-review
- orchestrator-roundtable
- orchestrator-tabulate
- orchestrator-verification
- paralegal
- plain-language-specialist
- privacy-counsel
- project-manager
- public-law-counsel
- real-estate-counsel
- red-team
- regulatory-counsel
- restructuring-specialist
- risk-partner
- risk-pricer
- sanctions-specialist
- service-designer
- startup-counsel
- supervising-partner
- synthesis-editor
- tax-counsel
- tech-transactions
- transaction-partner
- transformation
- user-researcher
Marketing Site
The public lavern.ai pages (dark cinematic single-file HTML). Indexed for search; they open as standalone pages, not inside the Atlas.