The LQ.AI Atlas LQ.AI's documentation, bound to the code it describes

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Getting Started 16

LQ.AI
LQ.AI — Quickstart Walkthrough
Master Services Agreement
Master Services Agreement
Master Services Agreement
Master Services Agreement
Master Services Agreement
MUTUAL NON-DISCLOSURE AGREEMENT
Mutual Non-Disclosure Agreement
Mutual Non-Disclosure Agreement
Mutual Non-Disclosure Agreement
Mutual Non-Disclosure Agreement
Mutual Non-Disclosure Agreement
Orientation for Claude Code (and other coding assistants)
Sample MSA corpus
Sample NDA corpus

Product & Vision 3

Honest State
LQ.AI Open Roadmap
LQ.AI — Product Requirements Document

Architecture & Decisions 18

ADR 0001 — OpenWebUI fork pin and refresh strategy
ADR 0002 — Backend (FastAPI) owns authentication
ADR 0003 — Error handling: parallel `lq_ai.errors` packages with an OpenAPI-defined contract
ADR 0004 — Skill loader lives in the backend (`api/`), not the gateway
ADR 0005 — File-storage soft-delete and MinIO key scheme
ADR 0006 — Document pipeline architecture
ADR 0007 — Skill prompt assembly: gateway↔backend auth, templating, and request surface
ADR 0008 — Embedding model selection and OpenAI provider adapter
ADR 0009 — LQ.AI web shell co-exists alongside the OpenWebUI shell (does not replace it)
ADR 0010 — Gateway config hot-reload + admin write API
ADR 0011 — Transparency-first model selection posture
ADR 0012 — DB-backed user skills (amends ADR 0004)
ADR 0013 — Autonomous Layer design influences (M4 / LQVern)
Autonomous Layer
LQ.AI — Canonical Database Schema
LQ.AI — Observability Operator Guide
LQ.AI — System Architecture
Mini-PRD: OpenTelemetry Deepening — Trace Correlation, Domain Spans, Deployment Recipes

Capabilities & Services 10

Citation Engine
LQ.AI Backend API
LQ.AI Inference Gateway
LQ.AI Slack Bridge (M3-D1)
LQ.AI Teams Bridge (M3-D3)
LQ.AI Word add-in
Playbooks
Slack / Teams Light Intake Bridges
Tabular / Multi-Document Review
Word Add-In

Security 10

Anonymization Layer — operator's guide
Audit Logging
Boundary Registers — Restraint Catalog
Cryptography
Dependencies & Vulnerability Monitoring
Encrypted-at-Rest Provider Keys — Operator Workflow
Release Verification
Security Documentation
Security Policy
Threat Model

Skills 80

Acceptance Test Plan — Action Items from Client Alert v1.0.0
Acceptance Test Plan — Comms Improver v1.0.0
Acceptance Test Plan — Contract QA v1.0.0
Acceptance Test Plan — DPA Checklist Review v1.0.0
Acceptance Test Plan — Enhance Prompt v1.0.0
Acceptance Test Plan — MSA Review — Commercial Purchase v1.0.0
Acceptance Test Plan — MSA Review — SaaS v1.0.0
Acceptance Test Plan — NDA Review v1.0.1
Acceptance Test Plan — Skill Creator v1.0.0
Acceptance Test Plan — Vendor Privacy Policy First Pass v1.0.0
Action Items from Client Alert
Audience Calibration
Citation Conventions for Contract QA
Commercial Purchase MSA Issue Checklist
Comms Improver
Contract QA
Contract Snapshot
Contributing Skills to LQ.AI
Deadline Calibration
DPA Checklist Review
Enhance Prompt
Example Session: Producing a "Board Minutes Generator" Skill
Example — Mutual NDA extraction
Expansion Patterns
Extraction Patterns
GDPR DPA Requirements
General Commercial DPA Requirements
HIPAA Business Associate Agreement Requirements
Legal to Plain-Language Transformations
MSA Review — Commercial Purchase
MSA Review — SaaS
MSA Snapshot
NDA Review
NDA Snapshot
Perspective Lens
Perspective Lens
Perspective Lens
Playbook Easy Extract
Policy Topics
Preserving User Voice
Question Classification
Red Flags
Red Flags and Operational Issues
Red Flags and Operational Issues
Red Flags and Operational Issues
SaaS MSA Issue Checklist
Self-Improvement Instruction Template
Severity Rubric
Severity Rubric
Severity Rubric
Skill Creator
Skill-Authoring Guide
Standard NDA Issue Checklist
US State Privacy DPA Requirements
Vendor Privacy Policy First Pass
Wizard Mode
Worked Example — Buyer Perspective, Quick Triage Mode
Worked Example — Clean Privacy Policy
Worked Example — Clear Alert
Worked Example — Customer Perspective, Vendor-Prepared SaaS MSA
Worked Example — Customer-Facing Disclaimer
Worked Example — Executive Briefing
Worked Example — Expansion When a Skill Is Attached
Worked Example — GDPR DPA Review (Controller Perspective)
Worked Example — Multi-Jurisdiction Alert with Filtering
Worked Example — Mutual Perspective, Early-Stage M&A NDA
Worked Example — Privacy Policy with Red Flags
Worked Example — Recipient Perspective, Unilateral NDA
Worked Example — Sales Team
Worked Example — Short Prompt Expanded
Worked Example — Skipped Prompt
Worked Example — Supplier Perspective, Comprehensive Mode, Automotive Industry
Worked Example — Type A: Direct Lookup
Worked Example — Type C: Comparison / Unusualness
Worked Example — Type D: Scenario
Worked Example — Type E: Multi-Issue Question
Worked Example — US State Privacy DPA Review (Service Provider Perspective)
Worked Example — Vague Alert
Worked Example — Vendor Perspective, Customer-Prepared MSA Template
Writing the Description Field

Contributing & Governance 15

Contributing to LQ.AI
Contributor Covenant Code of Conduct
Easiest Contributions
LQ.AI — Acceptance Testing Framework
Mini-PRD: Acceptance Tests for the Built-in Skills
Mini-PRD: Air-Gap Install Verification CI Test
Mini-PRD: Community Skill Installer (admin UI)
Mini-PRD: NIST AI RMF 1.0 Profile Mapping
Mini-PRD: OpenSSF Scorecard + Best Practices Badge (Passing Tier)
Mini-PRD: OWASP LLM Top 10 Mitigation Mapping
Mini-PRD: Procurement-Readiness Pack
Mini-PRD: Reverse-Proxy + TLS Deployment Recipes
NOTICES — Upstream Skill Provenance
PULL_REQUEST_TEMPLATE
Repo-Opening Checklist

Operations & Compliance 8

`claude-for-legal` — review for M1 incorporation analysis
Compliance Alignment Pack
LQ.AI — Observability Deployment Recipes
Observability recipe: Grafana + Tempo + Loki + Prometheus
Observability recipe: standalone OpenTelemetry Collector
Procurement-Readiness Pack
SIG Lite — Privileged-Matter Handling (M2-D3 starter) + M3 External Trust Boundaries
v0.4.0 — M4 release: the Autonomous Layer (opt-in), platform operability, and a docs/Learn honesty sweep

Developer Tools 2

Atlas doc-build log
Repository Explorer (`docs/explore`)

Planning & History 72

Backend Phase E — Release Readiness Implementation Plan
Building aligned agentic flows in LQ.AI (M4 / LQVern contributor guide)
Design — Honest alignment: docs + Learn (post-M4 close)
Handoff — M4 / LQVern execution: Phase C underway → resume at Task M4-C2 (web dashboard)
Handoff — M4 / LQVern: Phase C COMPLETE → resume at Phase D
Handoff — M4 / LQVern: write the implementation plan + Learn-tab viz spec
Handoff — M4 real-executor-work execution (Tasks 1–18 done) → resume at Task 19 (fresh-install acceptance)
Handoff — M4-D2 docs + Learn honest-alignment (resume at plan Task 4) → then tag v0.4.0
Handoff — Phase 1 (Autonomous Operability) resume at plan Task 7 → then close M4 → tag v0.4.0
Honest Alignment: Docs + Learn — Implementation Plan
Learn-tab "Autonomous flow" visualization — spec
LQ.AI — M1 Frontend Design
LQVern — M4 Autonomous Layer working folder
M1 Build Progress
M1 Frontend — Wave A (Practice Visual Foundation) Implementation Plan
M1 Frontend — Wave B (Dashboard + IA + Trust + Admin Developer Support) Implementation Plan
M1 Frontend — Wave B v2 (post-merge) Implementation Plan
M1 Frontend — Wave C (Matters skeleton) Implementation Plan
M1 Frontend — Wave D.2 (Skill Creator) Implementation Plan
M1 Implementation Order
M2 Implementation Plan — Citation Engine, Anonymization Layer, and Azure Adapter
M3 Implementation Plan — Playbooks, Word Add-In, Tabular Review, and Slack/Teams
M3 Phase B — Word Add-In Plumbing — Prep Notes
M3 Phase C — Tabular / Multi-Document Review — Prep Notes
M3-A4 Playbook Execution UI Implementation Plan
M3-A5 Built-in Playbooks (MSA-SaaS, DPA-GDPR, MSA-Commercial-Purchase) — Prep Notes
M3-A6 Easy Playbook Wizard — Prep Notes
M3-F2 — Domain Spans + Rich Attributes Implementation Plan
M3-F3 — Deployment Recipes + `docs/observability.md` + OTel-eval Playground Implementation Plan
M4 Implementation Plan — Autonomous Layer (LQVern)
M4 — Wire real in-loop agentic work into the Autonomous executor (design)
M4 — Wire real in-loop agentic work into the Autonomous executor — implementation plan
M4-C2 Autonomous Dashboard Implementation Plan
M4-C2 — Autonomous dashboard: design
Platform Cohesion + Autonomous Operability — Design
Platform Cohesion Phase 1 — Autonomous Operability Implementation Plan
Session Handoff — 2026-05-08 → 2026-05-09
Session Handoff — 2026-05-09 (afternoon → next session)
Session Handoff — 2026-05-09 → next session
Session Handoff — 2026-05-10 (D7 + Wave-3 transparency pivot)
Session Handoff — 2026-05-10 (D7 Saved Prompts)
Session Handoff — 2026-05-10c (Option A + D3-coverage)
Session Handoff — 2026-05-10d (D8 API slice + encrypted-keys doc)
Session Handoff — 2026-05-10e (D8 closed loop + D8.1a teams)
Session Handoff — 2026-05-10f (D8.1b: team-scope user-skills + middle-slot resolver)
Session Handoff — 2026-05-10g (D8.1c: Skill Creator UI for team-scope skills)
Session Handoff — 2026-05-11 (Frontend · Wave B kickoff)
Session Handoff — 2026-05-11 (M1 backend gap-fill: Waves A + B + C)
Session Handoff — 2026-05-11 Wave D (M1 backend gap-fill follow-up)
Session Handoff — 2026-05-12 (Wave C closed; Backend Phase E queued)
Session Handoff — 2026-05-12 (Wave D.1 + Phase E shipped; 5-item queue for next session)
Session Handoff — 2026-05-12 evening (Items 1+2+4+5 closed; only Wave D.2 remains for M1)
Session Handoff — 2026-05-13 evening (Wave D.2: Wave 3 closed; Wave 4–9 remain)
Session Handoff — 2026-05-13 late evening (Wave D.2: Wave 4 closed; Waves 5-9 remain)
Session Handoff — 2026-05-13 mid (Wave D.2: Waves 1+2 closed; Waves 3-9 remain)
Session Handoff — 2026-05-13 night (Wave D.2: Waves 5+6+7 closed; Waves 8-9 remain)
Session Handoff — 2026-05-14 early hours (M1 user-facing placeholders closed; Wave 8/9 + docs + Learn page remain)
Session Handoff — 2026-05-15 — M1 verified, M2 kickoff
Session Handoff — 2026-05-15 — Pre-v0.1.0 Tag
Session Handoff — 2026-05-16 — M2 Phase A complete, Phase B 2/3
Session Handoff — 2026-05-16 — M2 Phase C 2/3, frontend (M2-C2) next
Session Handoff — 2026-05-17 — M2 shipped (v0.2.0) → M3 kickoff next
Session Handoff — 2026-05-18 — M3 Phase 0 complete + Phase A halfway → M3-A4 kickoff next
Session Handoff — 2026-05-19 — M3-A5 shipped + retro disclaimer alignment + dockerignore fix → M3-A6 Phase 1 (ARQ infra) kickoff next
Session Handoff — 2026-05-19 — M3-A6 Phases 1-5 shipped (backend complete + live-verified) → Phase 6 (frontend wizard) kickoff next
Session Handoff — 2026-05-21 (evening) — M3 Phase B plumbing shipped (PR #59) → Phase C kickoff next
Session Handoff — 2026-05-21 (night) — M3-C1 shipped + M3-C2 substrate ready → cost.py + executor next
Session handoff — Lavern evaluation and integration into the LQ.AI roadmap
svelte-check Error Backlog
Wave D.1 — In-chat power features (Enhance Prompt expansion, KB attach modal, Tier-floor refusal block, Receipts drawer)
Wave D.1 — In-chat power features Implementation Plan
Wave D.2 — Skill Creator (Design)

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