How M.U.S.E. Works
Machine Utility for Soulful Expression — The self-improving marketing brain that learns, remembers, and evolves with your brand.
M.U.S.E.
Self-Improving
Marketing Brain
The Self-Improving Loop — Every conversation feeds insight extraction, which enriches the Brand Bible through the Gardener, producing smarter future prompts.
Three-Tier Memory
Brand Bible
Persistent long-term memory storing brand voice, values, and positioning. The single source of truth that grows smarter over time.
Scratch Notes
Ephemeral short-term memory — timestamped insights mined from every conversation, scored by confidence (≥0.6 kept).
Archive
Old notes moved here after the Gardener condenses them — nothing is ever lost, only distilled.
Intelligence Engine
Insight Extraction
Every conversation is automatically mined for 6 insight categories: Strategic, Customer Feedback, Competitive Intel, Brand Strategy, Action Items, Market Trends.
Private RAG
Vector-powered semantic retrieval over private brand knowledge. Cosine-similarity search scoped to your tenant with graceful degradation.
9 Marketing Modes
Auto-detects intent and shifts persona: Strategy · Copy · Social · Email · SEO · PPC · Growth · Creative · General.
Orchestration & Ops
The Gardener
Scheduled memory cultivation: deduplicates, condenses clusters into summaries, archives originals, re-embeds — daily at 04:00.
Async Job Pipeline
Three background jobs on the muse queue: ExtractInsights (5 min), EmbedVectors (10 min), PruneMemory (30 min).
Google Drive Sync
Bidirectional file sync — insights and summaries are automatically pushed to Drive via Service Account or OAuth.
What Makes M.U.S.E. Unique
Biological Memory
Mimics human memory consolidation — short-term notes are periodically condensed into long-term summaries by the Gardener.
Private Knowledge Guardian
The only agent with access to private RAG sources and infra runbooks. Acts as a filtered gateway to other agents.
Dynamic Prompt Budgets
Enforces % based character budgets: 40% Brand Bible · 15% Scratch · 30% RAG — preventing context overflow while maximizing info density.
Triple-Store Pipeline
Every insight is stored in the filesystem, vector DB, and optionally Google Drive — simultaneously. No insight is ever lost.
Full Tenant Isolation
Memory files, vectors, cache keys, Drive connections, API keys, conversation history — everything is fully tenant-scoped.
Multi-Agent Hub
Hub agent referenced by SEO, WordPress, WebBuilder agents — shares only the context each one needs, keeping secrets safe.
Data Flow Architecture
Automated Insight Categories
Every conversation is mined for these 6 categories. Only insights with confidence ≥ 0.6 are preserved.
9 Marketing Modes
M.U.S.E. auto-detects your intent from keywords and shifts its entire persona to match.
Strategy
Market-fit, positioning, KPIs
Copy
Headlines, taglines, CTAs
Social
Short-form posts, hashtags
Campaigns, subject lines
SEO
Keywords, meta, on-page
PPC
Ad copy, budget, testing
Growth
Funnel optimization, experiments
Creative
Tone, visual direction, mood
General
Strategic, practical, actionable