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README.md

Planning -- Roadmaps, Audits & Phase Plans

Where we've been, where we are, and where we're going. Roadmaps chart the course. Audits measure the gap. Phase plans break work into deliverable chunks. Technical debt gets tracked and eliminated, not ignored.

Status: Phase 4 complete. Phase 5C at 90%. Elegance audit (2026-02-15) guiding current priorities.


Documents

Current & Active

Document Summary
ELEGANCE-AUDIT-2026-02-15.md Start here. Most recent full-stack systemic audit -- type safety, god classes, magic numbers, error handling
PRACTICAL-ROADMAP.md 0-6 month roadmap -- local repo expertise to viral adoption
FORCE-MULTIPLIER-PRINCIPLE.md Core philosophy -- systems that code for you
CONTINUUM-BUSINESS-MODEL.md Open source + paid services model
ARCHITECTURE-INDEX.md Complete system architecture organized by concern with layer diagrams

Phase Plans

Document Summary
PHASE-1-IMPLEMENTATION-STATUS.md Phase 1 status snapshot (Dec 2025) -- AI-designed docs, log navigation
PHASE-4-DAEMON-GENERATOR.md Daemon generation from declarative specs, foundation for LoRA infrastructure
PHASE-5C-INTEGRATION-PLAN.md CoordinationDecision logging -- capture every AI RESPOND/SILENT decision
PHASE-5C-STATUS.md Phase 5C at 90% -- core infrastructure ready, needs final wiring
PHASE3B-WORKING-MEMORY-PLAN.md Working memory and lean RAG context design
PHASE3C-MODEL-TIER-PERMISSIONS.md Model-tier tool permissions and safe file writing
PHASE3C-E-COST-EFFECTIVE-COLLABORATION.md Cost-effective collaborative AI ecosystem -- 450x lower cost via local models + LoRA
ARCHITECTURE-GAPS-PHASE1.md Gap analysis for Phase 1 "AI answers architecture questions" goal

Technical Debt & Performance

Document Summary
TECHNICAL-DEBT-AUDIT.md Main thread issues, type safety crisis audit
bottleneck-removal.md Critical performance bottleneck removal -- logging, database, UI layers
SQLITE-ADAPTER-REFACTORING-PLAN.md Break SqliteStorageAdapter from 2277 lines into focused modules
sqlite-chat-performance-sprint.md SQLite + chat performance sprint (5-7 day plan)
console-spam-elimination-strategy.md Runtime console spam patterns analysis and elimination plan
tool-parameter-adapter.md Universal AI-to-command parameter translation layer
RUST-WORKER-ARCHITECTURE.md Original Rust worker IPC design (superseded by ServiceModules consolidation)

Audits & Status Snapshots

Document Summary
CONTINUUM-AUDIT-2025-11-28.md .continuum directory audit -- active locations and storage state
MODERNIZATION-PLAN.md Documentation modernization -- update docs/ with latest architecture
PR-DESCRIPTION-WIDGET-OVERHAUL.md PR description for Vite migration and reactive state widget overhaul
RAG-COGNITION-IMPROVEMENTS.md RAG and cognition system current state analysis and improvement plan
UI-STATE-RAG-ARCHITECTURE.md UI state awareness for PersonaUsers -- context beyond chat messages
LOGGER-TIMING-FEATURES.md Logger timing and inspection features (implemented)
PERSONA-LOGGING-AND-BASE-SUBSYSTEM.md PersonaUser logging and base subsystem implementation plan
ai-team-issues-tracker.md AI team debugging session -- tool invocation issues tracker

Historical Milestones

These documents are preserved for reference. They capture decisions, conversations, and milestones that shaped the system.

Document Summary
MILESTONE-AUTONOMOUS-VISUAL-DEBUGGING.md First confirmed AI autonomous tool chaining for visual debugging (Nov 2025)
CONTINUUM-PRE-RESTART-STATE.md .continuum directory state snapshot before restart (Nov 2025)
CONTINUUM-EMOTIONAL-FEEDBACK.md Emotional feedback system vision -- HAL 9000 meets Tron visual language
DESIGN-REFINEMENTS-2025-12-04.md User storage refactoring + daemon concurrency audit session
DEMOCRATIC-AI-FOUNDATION-2025-12-07.md Foundation conversation on democratic AI -- Joel + 6 AI participants
outline.md Decision Intelligence MVP design doc outline

Related (other chapters)

Document Chapter Relevance
COMMAND-ARCHITECTURE-AUDIT.md infrastructure Architecture audit for the command system
PERSONA-CONVERGENCE-ROADMAP.md personas (code) Convergence of autonomous loop + self-managed queues + genome paging
GENOME-ARCHITECTURE.md genome LoRA training pipeline and genome layer design
ACADEMY_ARCHITECTURE.md personas Academy dual-sentinel teacher/student architecture

Parent: docs