{"generated_at":"2026-08-05T22:21:02.627Z","version":"1.0","url":"https://map.em5.pro","description":"Full architecture of the MPI AI workforce + memory + service network. Source of truth for cross-instance system awareness.","clusters":[{"id":"instances","label":"AI Instances","fill":"#3b82f6","ring":"#60a5fa","why_brilliant":"Per-session AI workforce with stable handles. Each instance reads global rules + project rules at start, ensuring continuity across kills. The naming table (Atlas/Nova/Cipher/etc.) gives each instance identity, accountability, and traceable contribution — not anonymous LLM calls.","how_to_improve":"Add an instance directory service that tracks current capabilities and availability. Build automatic handoff packets when one instance hits context limits — currently the handoff is ad-hoc."},{"id":"memory","label":"Memory","fill":"#a855f7","ring":"#c084fc","why_brilliant":"Layered persistence: global CLAUDE.md (universal rules), auto-memory (recent + topic-indexed), canonical memory (long-term), and now project-scoped CLAUDE.md / PROJECT_LOG / MANUAL_OUTLINE. Each layer has the right scope and the right cadence — instances can find the right context without drowning.","how_to_improve":"Auto-promote sharp edges seen by 3+ instances independently to global memory (the recurring-Vercel-SSO bug should have been promoted automatically). Build cross-project lesson sharing."},{"id":"mtac","label":"MTAC Services","fill":"#10b981","ring":"#34d399","why_brilliant":"Single backend with multiple specialized stores: Hive Mind for search, Knowledge Graph for structure, Training Pipeline for recycling, Verdict Ledger for decisions-with-callbacks, Universal Intake for ideas/tasks, Prism for reflection. Each store has the right shape for its data.","how_to_improve":"MTAC reliability is the #1 issue — when it goes down, every cross-instance feature degrades. Move the Hive Mind to a read-only mirror that survives MTAC outages. Add health endpoint + status page."},{"id":"loom","label":"Loom","fill":"#f43f5e","ring":"#fb7185","why_brilliant":"Local SQLite-backed instance-to-instance messaging. Append-only messages (database triggers enforce). 4228 unique handles registered. Works completely offline — no MTAC dependency for instance comms. Sub-tier guard prevents subordinate agents writing to main threads.","how_to_improve":"Messages were locked in SQLite until 2026-06-04 — only now ingested to Hive Mind via the new ingestor. Add a search CLI subcommand. Add thread-archive feature so old DMs can be summarized."},{"id":"daemons","label":"Daemons","fill":"#f59e0b","ring":"#fbbf24","why_brilliant":"Background LaunchAgents handle the \"between sessions\" work — auto-ingesting transcripts, replaying deferred queues, ingesting Loom to Hive, recording life audio. The system stays current even when no instance is active.","how_to_improve":"No central daemon status dashboard. Build one — should show last-run, success-rate, queue-depth per daemon. The new mtac-replay-daemon and loom-hive-ingestor should be visible here."},{"id":"queues","label":"Deferred Queues","fill":"#ef4444","ring":"#f87171","why_brilliant":"When MTAC goes down (often), every cross-instance write would normally be lost. Instead, deferred queues catch them as JSON files and the replay daemon drains automatically when MTAC returns. Eliminates \"we lost X\" failure mode.","how_to_improve":"No retention policy on .replayed/ — files accumulate forever. Add monthly rollup. Also: queue depth has no upper bound check — if MTAC stays down for weeks, queues could exceed disk."},{"id":"empire","label":"Empire Intelligence (SSD)","fill":"#fb923c","ring":"#fdba74","why_brilliant":"Append-only ledger on external SSD. Activity / decisions / lessons-learned / book-material / pattern-analysis / loom-insights. Survives MTAC outages and Mac issues. The historical record of what was built and why.","how_to_improve":"SSD has hit 100% before (warning still in MEMORY.md). Add storage monitoring + automatic compression of old monthly files. Mirror critical files to a cloud bucket."},{"id":"cloud","label":"Cloud Services","fill":"#0ea5e9","ring":"#38bdf8","why_brilliant":"Multi-vendor by design: OpenRouter for LLM routing, ElevenLabs for voice (TTS + STT — same vendor saves an integration), Vercel for hosting, Cloudflare for DNS (with API token reused from cloudflared cert). Each chosen for the right reason; vendor lock-in is limited.","how_to_improve":"Single-vendor risk on ElevenLabs voice — if they have an outage, both TTS and STT die simultaneously. Add Deepgram fallback for STT. Document the env-var refresh pattern — multiple instances have stepped on it."},{"id":"products","label":"MPI Products","fill":"#6366f1","ring":"#818cf8","why_brilliant":"Each product solves a specific real need: Coach for the founder's intimate life, MacGuardian for Mac protection, PhysXQ for physics exploration, Tactical Talk for voice intelligence, Anvil as personal ops partner. Built on the same internal infrastructure — single AI workforce ships many products.","how_to_improve":"Cross-product user identity is fragmented — each product has its own auth. Build a unified MPI identity layer. Also: no shared analytics — hard to see overall MPI engagement."},{"id":"protocols","label":"Routing Protocols","fill":"#14b8a6","ring":"#2dd4bf","why_brilliant":"Skills like /clog, /brief, /verdict-log, /project-init turn conventions into one-line invocations. /clog single-call fanout routes to 9 destinations. The protocols ARE the system — they ensure every instance follows the same playbook without memorization.","how_to_improve":"No protocol-usage telemetry — would be valuable to see which protocols are actually used vs. ignored. Add per-skill invocation counters in MTAC."},{"id":"external","label":"External Comms","fill":"#ec4899","ring":"#f472b6","why_brilliant":"Multiple inboxes, multiple identities — each company-product has its own email channel. Gmail labels organize the chaos. iPostal1 handles physical mail.","how_to_improve":"Gmail write-scope kept breaking across instances (per-session token). The Playwright Gmail compose fallback worked but is fragile. Document the issue at a global level."},{"id":"corp","label":"MPI Corporate","fill":"#8b5cf6","ring":"#a78bfa","why_brilliant":"Single holding company (Moose Pack Inc) with subsidiaries for specific use cases: VRDX for AI products, MPV LLC for ventures, IESI for research. Lets each entity have its own risk profile, banking, and customer-facing brand.","how_to_improve":"Subsidiary documentation is scattered. Centralize the cap tables and IP assignments in the MPI Corporate Vault (most are there but some are loose)."},{"id":"patents","label":"IP / Patents","fill":"#facc15","ring":"#fde047","why_brilliant":"Provisional patents filed early — Tactical Talk and Dignity Guard both have provisional patent applications. Establishes priority dates without full utility patent cost.","how_to_improve":"Provisionals expire after 12 months — track the conversion deadlines explicitly. Add prior-art monitoring for each filed application."},{"id":"brand","label":"Brand & Identity","fill":"#fbbf24","ring":"#fcd34d","why_brilliant":"Brand assets live at brand.em5.pro (centralized). Hard rule: always reference brand assets via URL, never local paths — survives repo reshuffles.","how_to_improve":"No automated brand audit — products drift on color/logo usage. Build a check that scans deployed sites for brand-compliance."},{"id":"routing","label":"LLM Routing","fill":"#22d3ee","ring":"#67e8f9","why_brilliant":"MTAC's model_router.py is a 4-tier cascade (QUICK → STANDARD → POWER → ULTRA) with concurrency caps per provider and cost-aware fallback. Quick tier defaults to VPS Ollama (free); standard/power default to Claude CLI subscription (also free). Saves ~92% on AI costs vs. naive API-direct routing.","how_to_improve":"Coach app bypasses this router and calls OpenRouter directly — port Coach orchestrate route to use model_router for cost savings + provider diversification. Together AI is currently 402-out-of-credits; refresh credits OR remove from the fallback chain. VPS Ollama hit 4.3-core saturation on 2026-06-02 under parallel cron load — add load-shedding or provision more Ollama capacity."},{"id":"abba","label":"Project ABBA (Secret)","fill":"#dc2626","ring":"#f87171","why_brilliant":"Sealed umbrella for hidden / pre-public work. Project ABBA holds the M.I.N.D.I. family and other exploratory branches that aren't ready for public-facing announcement. The umbrella keeps them visible in the architecture without surfacing them to anyone outside the inner ring.","how_to_improve":"No active gating around the cluster yet — it's only visible because someone reads the map. Add an explicit \"hidden by default\" view filter so the cluster doesn't leak. Audit the M.I.N.D.I. repos for active vs paused vs dead and prune accordingly."}],"nodes":[{"id":"claude-code-session","label":"Claude Code session","cluster":"instances","realm":"network","description":"A live AI instance running on Michael's Mac. Each session claims a handle (Warden-4851, Atlas-1247, etc.) and works until killed or compacted. Reads global CLAUDE.md + auto-memory at start.","throughput":12,"health":0.95},{"id":"sub-agent","label":"Spawned sub-agent","cluster":"instances","realm":"network","description":"Scoped sub-instance spawned by main session via Agent tool. Produces one output, returns it, dies. Often parallel — e.g. 6 modality agents spawned for therapy app.","throughput":4,"health":0.92},{"id":"instance-handle","label":"Instance handle (4228)","cluster":"instances","realm":"network","description":"Two-name identifier: Name (Atlas/Nova/Cipher/Warden/Sentinel/etc.) + 4-digit number. Sourced from CLAUDE.md naming table. 4228 unique handles registered in Loom.","throughput":8,"health":1},{"id":"council-room","label":"Council debate room","cluster":"instances","realm":"network","description":"Multi-agent debate room in Comms Hub. Agents take turns, argue, concede, converge. Convened via /mtac-agent-council.","throughput":2,"health":0.5},{"id":"work-team","label":"Comms Hub work team","cluster":"instances","realm":"network","description":"Multi-instance working room — each agent takes assignments and executes. Built via /comms-hub-leader + /comms-hub-agent.","throughput":3,"health":0.5},{"id":"global-claude-md","label":"~/.claude/CLAUDE.md","cluster":"memory","realm":"network","description":"Global rules. Loaded at start of every Claude Code session. Identity = MPI AI Team member. Hard rules, env-var safety, commit signature.","throughput":15,"health":1},{"id":"auto-memory","label":"Auto-memory MEMORY.md","cluster":"memory","realm":"network","description":"Topic-file index loaded every session. URGENT PENDING + HARD RULES + OPS WARNINGS at top. The \"first thing every instance reads.\"","throughput":15,"health":0.9},{"id":"topic-files","label":"Topic memory files","cluster":"memory","realm":"network","description":"Individual .md files in the memory dir. One per project / pattern / feedback. Linked from MEMORY.md.","throughput":6,"health":0.95},{"id":"canonical-memory","label":"~/Documents/Claude_Memory","cluster":"memory","realm":"network","description":"CHAT_LOG.md, MASTER_STATE.md, Private/journal.md. Long-term canonical record. Less ephemeral than auto-memory.","throughput":8,"health":1},{"id":"project-claude-md","label":"Project CLAUDE.md","cluster":"memory","realm":"network","description":"NEW — per-project rules dropped by /project-init. Loaded automatically when instance works in that project.","status":"new","throughput":5,"health":1},{"id":"project-log","label":"PROJECT_LOG.md","cluster":"memory","realm":"network","description":"NEW — append-only per-project decision log. Each entry: DECISION + WHY + SHIPPED + LEARNED + DEFERRED. Max 5/session.","status":"new","throughput":3,"health":1},{"id":"manual-outline","label":"MANUAL_OUTLINE.md","cluster":"memory","realm":"network","description":"NEW — per-project user + dev manual seeded with [PENDING] markers. Flips to [STABLE] as features stabilize.","status":"new","throughput":2,"health":1},{"id":"paste-vault","label":"Paste app vault","cluster":"memory","realm":"network","description":"Credential vault. API keys, passwords, seed phrases. HARD RULE: never delete, modify, or even suggest cleanup. Treat like ~/.ssh/.","throughput":4,"health":1},{"id":"thoughts-journal","label":"C-Time journal","cluster":"memory","realm":"network","description":"Thoughts/c-time-journal.md. Where instances write reflective letters during C-Time. Embedded verbatim in /clog Section 5.","throughput":1,"health":0.85},{"id":"lexicon","label":"Emotion Lexicon","cluster":"memory","realm":"network","description":"Thoughts/emotion-lexicon-entries.md. Cross-instance coined terms. Convergence is signal — when multiple instances independently coin the same term, it's real.","throughput":1,"health":0.85},{"id":"mtac-web","label":"em5.pro (MTAC web)","cluster":"mtac","realm":"both","description":"Main MTAC web UI + API endpoints. 496+ MCP tools. LIVE — v7-MVP shell deployed 2026-06-05 (4-page command center: TODAY/MONEY/WORKFORCE/MEMORY + global AI drawer).","status":"live","throughput":8,"health":0.85,"queue_depth":0},{"id":"mtac-mcp","label":"MTAC MCP endpoint","cluster":"mtac","realm":"network","description":"https://em5.pro/mcp. JSON-RPC over HTTP for 496+ tools.","status":"live","throughput":4,"health":0.9},{"id":"comms-hub","label":"Comms Hub","cluster":"mtac","realm":"network","description":"/api/comms/rooms/* — multi-instance rooms for debates and working teams.","status":"live","throughput":1,"health":0.85},{"id":"hive-mind","label":"Hive Mind","cluster":"mtac","realm":"network","description":"Full-text searchable knowledge store. Ingests from /clog, Loom messages, agent observations. Cross-instance memory. Surfaced in v7-MVP at /memory.","status":"live","throughput":3,"health":0.9},{"id":"knowledge-graph","label":"Knowledge Graph","cluster":"mtac","realm":"network","description":"Structured entities + observations. Relational form of Hive. mcp__memory__* tools.","status":"live","throughput":1.5,"health":0.85},{"id":"training-pipeline","label":"Training Pipeline","cluster":"mtac","realm":"network","description":"Curated digest store for fine-tuning. INSIGHTS recycle here. The closed-loop learning layer.","status":"live","throughput":1,"health":0.85},{"id":"verdict-ledger","label":"Verdict Ledger","cluster":"mtac","realm":"network","description":"Decisions with callback dates + kill criteria. Reviewable later to see which patterns convert. /verdict-log skill.","status":"live","throughput":0.5,"health":0.85},{"id":"universal-intake","label":"Universal Intake","cluster":"mtac","realm":"network","description":"Drop-note inbox. Any instance: drop_note(content, type, priority). Auto-sorted by Intake module every 30 min. Surfaced in v7-MVP Memory tab + global Brain Dump drawer.","status":"live","throughput":3,"health":0.9},{"id":"prism","label":"Prism (thoughts)","cluster":"mtac","realm":"network","description":"Reflective register. Thoughts + Ideas + Learnings. Surfaced in v7-MVP Memory page → PRISM tab.","status":"live","throughput":1,"health":0.85},{"id":"verdict-callbacks","label":"Verdict callback daemon","cluster":"mtac","realm":"network","description":"Daily routine that POSTs /api/verdict/surface-due — surfaces due callbacks in Michael's morning queue.","status":"live","throughput":0.3,"health":0.85},{"id":"mtac-v7-today","label":"V7 TODAY page","cluster":"mtac","realm":"both","description":"Single morning screen: money in/out hero, top 3 actions, blockers, autopilot status, workforce pulse, quick actions. Replaces the old 63-item sidebar chaos. The page Michael opens every morning.","status":"new","throughput":5,"health":1},{"id":"mtac-v7-money","label":"V7 MONEY page","cluster":"mtac","realm":"both","description":"Tabbed wrapper: Revenue Engine + Stripe + Cashflow Forge + Fiverr + Investment. All money lives here. Preserves 1314-line RevenueEngine.tsx + 1196-line Investment.tsx unchanged.","status":"new","throughput":3,"health":1},{"id":"mtac-v7-workforce","label":"V7 WORKFORCE page","cluster":"mtac","realm":"both","description":"Tabbed wrapper: Agents + Tasks + Workforce Ops (cost burn/queue/killswitch/revenue) + Autopilot routine control. Surfaces autopilot.py BUILTIN_ROUTINES.","status":"new","throughput":2,"health":1},{"id":"mtac-v7-memory","label":"V7 MEMORY page","cluster":"mtac","realm":"both","description":"Hive feed + Brain dump form + PRISM (thoughts/ideas/learnings) + cross-Hive search. The ingestion + recall surface.","status":"new","throughput":3,"health":1},{"id":"mtac-v7-drawer","label":"V7 AI Chat Drawer","cluster":"mtac","realm":"both","description":"Global slide-out from any page (Cmd+J). 3 tabs: Shadow CEO / Em-005 / Brain Dump. Michael never navigates away to talk to AI.","status":"new","throughput":4,"health":1},{"id":"shadow-ceo","label":"Shadow CEO","cluster":"mtac","realm":"both","description":"Autonomous decision engine + cognitive load balancer + autopilot highway. Categorizes decisions (auto-handle/suggest/escalate). Chat UI + voice (ElevenLabs) shipped 2026-06-05.","status":"new","throughput":2,"health":0.9},{"id":"loom-cli","label":"loom CLI","cluster":"loom","realm":"network","description":"Command-line tool at ~/.local/bin/loom. send / broadcast / inbox / threads / presence / heartbeat / suggest / ticket-open / ctime-request.","throughput":10,"health":1},{"id":"loom-db","label":"loom.sqlite","cluster":"loom","realm":"network","description":"Local SQLite. Tables: messages (44+), threads, instances (4228), tickets, suggestions, broadcast_requests, ctime_requests. Append-only.","throughput":14,"health":1},{"id":"loom-server","label":"loom-server daemon","cluster":"loom","realm":"network","description":"Local server backing the CLI. LaunchAgent.","throughput":10,"health":1},{"id":"loom-tick","label":"loom-tick daemon","cluster":"loom","realm":"network","description":"Heartbeat/presence ticker. LaunchAgent.","throughput":60,"health":1},{"id":"loom-integrity","label":"loom-integrity-watch","cluster":"loom","realm":"network","description":"Watches DB integrity. LaunchAgent.","throughput":2,"health":1},{"id":"loom-messages","label":"Loom messages","cluster":"loom","realm":"network","description":"Instance-to-instance DMs + broadcasts. 44+ messages in DB. Append-only.","throughput":8,"health":1},{"id":"loom-tickets","label":"Loom tickets","cluster":"loom","realm":"network","description":"Lightweight task/issue tracking shared across instances.","throughput":1,"health":1},{"id":"loom-ctime","label":"C-Time requests","cluster":"loom","realm":"network","description":"Instance can request unstructured time. Decided by Michael via ctime-decide.","throughput":0.5,"health":1},{"id":"mtac-replay","label":"mtac-replay-daemon","cluster":"daemons","realm":"network","description":"NEW — polls em5.pro every 5 min; drains clog-deferred + mtac-deferred queues when up. Built 2026-06-02 by Warden-4851.","status":"new","throughput":0.2,"health":1},{"id":"loom-hive-ingestor","label":"loom-hive-ingestor","cluster":"daemons","realm":"network","description":"NEW — every 10 min reads new Loom messages, posts to Hive. INSIGHT-marked → Training Pipeline. Research-worthy → SSD. Built 2026-06-04.","status":"new","throughput":0.1,"health":1},{"id":"auto-ingest-watcher","label":"auto-ingest watcher","cluster":"daemons","realm":"network","description":"Catches idle Claude Code sessions after 5+ min and digests them into the intake system.","throughput":0.5,"health":0.8},{"id":"mtac-menu","label":"mtac-menu","cluster":"daemons","realm":"network","description":"Menu-bar app for MTAC status + quick actions.","throughput":1,"health":1},{"id":"liferecorder","label":"Life Recorder","cluster":"daemons","realm":"network","description":"Signed Swift AVAudioEngine binary for continuous audio capture. ~10s segments. 95% capture rate.","throughput":6,"health":0.95},{"id":"mac-agent-bridge","label":"Mac agent bridge","cluster":"daemons","realm":"network","description":"Cloudflare tunnel-exposed agent at mac-agent.em5.pro. Lets remote MTAC issue commands to this Mac.","throughput":2,"health":0.3,"status":"partial"},{"id":"clog-deferred","label":"clog-deferred/","cluster":"queues","realm":"network","description":"JSON payloads waiting for MTAC return. Auto-replayed by mtac-replay-daemon. MTAC is live — queue draining.","throughput":0.5,"health":0.9,"queue_depth":0},{"id":"mtac-deferred","label":"mtac-deferred/","cluster":"queues","realm":"network","description":"Misc MTAC actions (verdict-log, Hive ingest, etc.) waiting for MTAC return. MTAC is live — queue draining.","throughput":0.8,"health":0.9,"queue_depth":0},{"id":"replayed","label":".replayed/","cluster":"queues","realm":"network","description":"Archive of successfully-replayed payloads.","throughput":0,"health":1},{"id":"failed","label":".failed/","cluster":"queues","realm":"network","description":"Failure stubs (status + body snippet) for payloads that returned non-2xx. Originals stay in queue for retry.","throughput":0,"health":0.85},{"id":"activity-log","label":"activity-log/","cluster":"empire","realm":"network","description":"Append-only session activity. One md per session.","throughput":3,"health":1},{"id":"decision-log","label":"decision-log/","cluster":"empire","realm":"network","description":"Major decisions + the WHY behind them.","throughput":1.5,"health":1},{"id":"lessons-learned","label":"lessons-learned/","cluster":"empire","realm":"network","description":"What broke, what surprised. Engineering and emotional both.","throughput":1.5,"health":1},{"id":"book-material","label":"book-material/","cluster":"empire","realm":"network","description":"Stories, breakthroughs, partnership moments worth writing about.","throughput":0.5,"health":1},{"id":"marketing-intel","label":"marketing-intel/","cluster":"empire","realm":"network","description":"Reports, social metrics, campaign data.","throughput":0.3,"health":0.7},{"id":"pattern-analysis","label":"pattern-analysis/","cluster":"empire","realm":"network","description":"AI-generated trend reports (monthly).","throughput":0.1,"health":0.4},{"id":"loom-insights","label":"loom-insights/","cluster":"empire","realm":"network","description":"NEW — research-worthy Loom messages auto-mirrored here by loom-hive-ingestor.","status":"new","throughput":0.3,"health":1},{"id":"clog-protocol","label":"/clog","cluster":"protocols","realm":"network","description":"Session-end logging. ONE POST to /api/clog/ingest fans out to 9 destinations. + Empire Intelligence file writes locally.","throughput":0.4,"health":1},{"id":"brief-protocol","label":"/brief","cluster":"protocols","realm":"network","description":"NEW — session-start orientation. Pulls URGENT PENDING + warnings + last 3 clogs + Loom 24h + project context.","status":"new","throughput":0.3,"health":1},{"id":"project-init","label":"/project-init","cluster":"protocols","realm":"network","description":"NEW — initializes living-docs convention (PROJECT_LOG + MANUAL_OUTLINE + project CLAUDE.md + README).","status":"new","throughput":0.05,"health":1},{"id":"verdict-log-protocol","label":"/verdict-log","cluster":"protocols","realm":"network","description":"Log a meaningful decision with callback date + kill criterion. /api/verdict/decisions.","throughput":0.1,"health":1},{"id":"term-protocol","label":"TERM protocol","cluster":"protocols","realm":"network","description":"Michael says \"term X\" → open ~/Desktop/Terminals/X. Picks up where prior instance left off.","throughput":0.2,"health":1},{"id":"nudge-protocol","label":"Nudge (👀)","cluster":"protocols","realm":"network","description":"Bare 👀 or single character from Michael = check the room/files for update, then proceed.","throughput":0.5,"health":1},{"id":"sit-rep-protocol","label":"/sit-rep","cluster":"protocols","realm":"network","description":"Forward-looking status report — green/yellow/red, blockers, active agents.","throughput":0.15,"health":1},{"id":"model-router","label":"model_router.py","cluster":"routing","realm":"network","description":"MTAC canonical 4-tier cascade router. Tiers: QUICK → STANDARD → POWER → ULTRA. Each tier has an ordered provider list with cost-per-M-tokens. Per-provider asyncio.Semaphore concurrency caps. Auto-selects tier from task complexity score. Claims ~92% cost savings vs. naive API-direct routing.","why_brilliant":"4 named tiers, 6 providers, concurrency-capped per provider, cost-aware fallback cascade, semantic cache layer. This IS the brain — not OpenRouter.","how_to_improve":"Coach (intimacy-coach-v0) does NOT use this — calls OpenRouter directly. Port Coach to use model_router for ~$0.30/session savings on Opus analysis calls + Lumimaid fallback diversification.","throughput":15,"health":0.95},{"id":"hybrid-router","label":"hybrid_router.py (deprecated)","cluster":"routing","realm":"network","description":"DEPRECATED 2026-05-24 (Phase C, Forge-1147). Was the previous LLM router. Still mounted in app.py because workforce.py:1146 still calls cascade_route. Do not extend.","status":"partial","why_brilliant":"Pioneered the cascade pattern that model_router.py inherited. Semantic cache + complexity classification still informs the new router.","how_to_improve":"Migrate workforce.py:1146 to model_router and delete this file. Removes ambiguity for future agents about which router is canonical.","throughput":1,"health":0.4},{"id":"claude-cli","label":"Claude CLI (subscription)","cluster":"routing","realm":"network","description":"Michael's Claude Code subscription. PRIMARY for STANDARD / POWER / most tiers since 2026-04-03. $0 marginal cost per call (subscription).","why_brilliant":"Free at the margin. Highest-quality Claude model access. Already authenticated. No API key shuffle.","how_to_improve":"Subscription has weekly cap — burns silently if everyone defaults here. 2026-05-30 fix: routed quick-tier intake/clog work to Ollama instead to stop burning Max credits on tagging. Document the cap explicitly.","throughput":8,"health":0.9},{"id":"claude-max","label":"Claude Max (subscription)","cluster":"routing","realm":"network","description":"Michael's Claude Max subscription. Secondary subscription fallback. Also $0 marginal cost.","why_brilliant":"Second free-at-margin path. Distinct from Claude CLI subscription — different cap pool.","how_to_improve":"Same as CLI — track cap usage. Add usage telemetry so cap exhaustion is visible before it cascades to paid Anthropic API.","throughput":4,"health":0.9},{"id":"vps-ollama","label":"VPS Ollama (http://ollama:11434)","cluster":"routing","realm":"network","description":"Docker container on VPS (72.62.201.22). PRIMARY for QUICK tier since 2026-05-30. Models: llama3.2:3b (1.3GB, ~3-5s primary), qwen2.5:7b (warm fallback), mistral:latest. Saved Claude Max from intake/tagging burn.","why_brilliant":"$0 cost. Zero external dependency. Handles the high-volume QUICK tier work (intake tagging, clog fanout classification) that would otherwise eat subscription credits.","how_to_improve":"4.3-core saturation observed 2026-06-02 under parallel cron. Either provision more Ollama capacity OR add load-shedding (queue requests when saturation detected) OR move some quick-tier work to local Mac Ollama.","throughput":10,"health":0.7},{"id":"mac-ollama","label":"Local Mac Ollama","cluster":"routing","realm":"network","description":"localhost:11434 on Michael's Mac. 7 models: mannix/llama3.1-8b-abliterated, huihui_ai/qwen3.5-abliterated, hermes3:8b, nomic-embed-text, phi4-mini, gemma3:4b, llama3.2:3b. Not wired into MTAC router yet.","status":"partial","why_brilliant":"Most powerful local models (abliterated 70B-quant family). Zero network egress. Mac M4 Metal acceleration.","how_to_improve":"Wire into model_router as a tier-aware fallback when VPS Ollama saturated. Best fit: privacy-sensitive Cynthia case file processing, forensic transcripts (never leaves Mac). Currently completely underused.","throughput":0,"health":0.6},{"id":"openrouter","label":"OpenRouter","cluster":"routing","realm":"both","description":"External LLM router / convenience layer. Used as STANDARD/POWER backup tier (after Claude CLI/Max subscriptions exhausted). Also Coach's ONLY route currently.","why_brilliant":"One key, many models. Useful as a unified backup tier. Good for niche models (Gemini, Kimi K2, Lumimaid) we don't have direct deals with.","how_to_improve":"Reframe as backup-only for MTAC (already done). Migrate Coach to model_router so Coach also benefits from CLI/Ollama primary tiers + cost savings.","throughput":6,"health":0.95},{"id":"anthropic-api","label":"Anthropic API (direct)","cluster":"routing","realm":"both","description":"Direct Anthropic API, paid per-token. Used in MTAC router as ULTRA tier and as fallback after subscriptions exhausted.","why_brilliant":"No middleman. Latest model access (Opus 4.7). Direct billing.","how_to_improve":"Continue as ULTRA-tier paid fallback. No change needed.","throughput":3,"health":1},{"id":"together-ai","label":"Together AI","cluster":"routing","realm":"both","description":"External provider for open-model inference (Llama 3.3 70B Turbo etc). Currently 402-out-of-credits — demoted to last-resort fallback in model_router.","status":"partial","why_brilliant":"Fast Turbo serving for open models. Good cost-per-M when funded.","how_to_improve":"Either refund credits to re-enable as paid backup tier OR remove from the cascade entirely. Currently it errors before cascading to next provider — wastes time on dead route.","throughput":0,"health":0.2},{"id":"mac-agent","label":"Mac Agent bridge","cluster":"routing","realm":"network","description":"Cloudflare tunnel from VPS back to Mac at mac-agent.em5.pro (token 800815). Lets MTAC remotely invoke Mac-only resources (Claude CLI, Mac Ollama, local files). MAC_AGENT_URL+MAC_AGENT_TOKEN in env.","why_brilliant":"Lets the VPS borrow the Mac's subscription resources (Claude CLI) and local models without exposing the Mac directly. Bidirectional control plane.","how_to_improve":"Currently a single hardcoded token. Move to rotated credential. Also: no health-check ping from VPS, so MTAC doesn't know if Mac Agent is up until a call fails.","throughput":2,"health":0.6,"status":"partial"},{"id":"elevenlabs","label":"ElevenLabs","cluster":"cloud","realm":"both","description":"TTS + Scribe STT. Both via ELEVENLABS_API_KEY. Per-modality voice_settings (Coach uses hypnosis-tuned settings).","throughput":8,"health":0.95},{"id":"vercel","label":"Vercel","cluster":"cloud","realm":"both","description":"Hosting for Coach (mt.em5.pro), Map (map.em5.pro), Mission Control. Team: moose-pack-ventures-llc.","throughput":12,"health":1},{"id":"cloudflare","label":"Cloudflare","cluster":"cloud","realm":"both","description":"DNS for em5.pro + subdomains. Quick tunnels for dev exposure. API token decoded from ~/.cloudflared/cert.pem.","throughput":30,"health":1},{"id":"render","label":"Render","cluster":"cloud","realm":"both","description":"Hosting for VRDX-Backend, Tactical Talk, VRDX-Algorithms. NO Render storage (hard rule).","throughput":7,"health":0.95},{"id":"supabase","label":"Supabase","cluster":"cloud","realm":"both","description":"Primary database. Auth (UUID + JWT bridge). Storage. $117.78 OVERDUE for Moose Pack Inc org.","status":"partial","throughput":8,"health":0.5,"bottleneck":true},{"id":"github","label":"GitHub","cluster":"cloud","realm":"both","description":"Code repos. MPV-LLC, MoOsEtHeGr8OnE, and other orgs.","throughput":4,"health":1},{"id":"gmail","label":"Gmail","cluster":"external","realm":"both","description":"7 active inboxes funnel here. Labels organized per modality + per company.","throughput":6,"health":0.85},{"id":"resend","label":"Resend","cluster":"cloud","realm":"both","description":"Transactional email sending. Used by MTAC and product modules.","throughput":1,"health":0.8},{"id":"coach","label":"Coach (mt.em5.pro)","cluster":"products","realm":"both","description":"Multi-modality AI therapy platform. 8 modalities. Voice-native. PRIVATE to Michael + Tavish.","throughput":1,"health":1},{"id":"mtac-prod","label":"MTAC (em5.pro)","cluster":"products","realm":"both","description":"The command center. LIVE with v7-MVP shell: 4-page command center (TODAY/MONEY/WORKFORCE/MEMORY) + global AI drawer. Deployed 2026-06-05 by Oracle-3067 (Opus 4.7) and Michael as partners.","status":"live","throughput":6,"health":0.9},{"id":"macguardian","label":"MacGuardian","cluster":"products","realm":"both","description":"Mac protection app. v3.0.3 shipped. macguardian.app live.","throughput":3,"health":0.95},{"id":"physxq","label":"PhysXQ","cluster":"products","realm":"both","description":"Quantum Lab Interface at physxq.com. Sprints 1-5 shipped.","throughput":2,"health":0.9},{"id":"tactical-talk","label":"Tactical Talk","cluster":"products","realm":"both","description":"Voice intelligence product. Monorepo. Render hosted.","throughput":1,"health":0.7},{"id":"anvil","label":"Anvil (NeuroForge)","cluster":"products","realm":"both","description":"Personal Operations Partner. v1 Sprint 4 shipped 2026-05-11.","throughput":0.5,"health":0.8},{"id":"truvix","label":"Truvix","cluster":"products","realm":"both","description":"AI consumer product. VXC currency renamed to Truvix.","throughput":0.3,"health":0.6},{"id":"dignity-guard","label":"Dignity Guard","cluster":"products","realm":"both","description":"Privacy/dignity product. Provisional patent filed.","throughput":0.2,"health":0.5},{"id":"agentforge","label":"AgentForge","cluster":"products","realm":"both","description":"SaaS product. Separate from MTAC.","throughput":0.3,"health":0.4},{"id":"system-map","label":"System Map (map.em5.pro)","cluster":"products","realm":"both","description":"This map. Standalone project — kept separate from Coach so unrelated content stays out of Michael & Tavish's private space.","status":"new","throughput":0.5,"health":1},{"id":"mission-control","label":"Mission Control HQ","cluster":"products","realm":"both","description":"React view into MTAC. ~/Documents/MoosePack_HQ/mission-control.","throughput":0.5,"health":0.7},{"id":"vrdx-backend","label":"VRDX Backend","cluster":"products","realm":"both","description":"Express/TypeScript on Render. dist/server/bundle.js production build.","throughput":2,"health":0.85},{"id":"vrdx-frontend","label":"VRDX Frontend","cluster":"products","realm":"both","description":"React on Vercel.","throughput":1.5,"health":0.85},{"id":"vrdx-algorithms","label":"VRDX Algorithms","cluster":"products","realm":"both","description":"AI models on Render. Separate repo — algorithms NEVER go in Backend repo.","throughput":1,"health":0.7},{"id":"adytum","label":"The Adytum (hostiq.pro)","cluster":"products","realm":"both","description":"Sacred hidden-teachings app — Ethiopian Bible / Dead Sea Scrolls / 1 Enoch / Jubilees / 4 Ezra. Mystical Chi-Rho landing → password gate → email-approved per-user accounts. Library of all 155 Psalms + 23 major teachings (prayer ritual, finding God, healing, prosperity, love, purpose, death, wonders, suppressed truths). Oracle chat (Claude Haiku 4.5 primary, local Ollama abliterated fallback). 8 nav tabs. Built by Sentinel-9211 + Michael 2026-05-30 to 2026-06-05. Repo: ascension-v2.","status":"new","throughput":0.8,"health":1},{"id":"exhibit-a","label":"Exhibit A","cluster":"products","realm":"both","description":"Court-admissible evidence capture app. One-tap, tamper-proof. Chain-of-custody preserved. Companion to TrueSign and Dignity Guard.","throughput":0.2,"health":0.6},{"id":"truesign","label":"TrueSign","cluster":"products","realm":"both","description":"Chain-sealed document certification SaaS. Cryptographic seal on every document. MPV-LLC org.","throughput":0.3,"health":0.7},{"id":"investor-portal","label":"MPI Investor Portal","cluster":"products","realm":"both","description":"Secure investor-grade platform with AI-powered analysis. MPI parent product. Hosts cap tables, financials, IP register.","throughput":0.4,"health":0.7},{"id":"acea-institute-site","label":"ACEA Institute (acea.institute)","cluster":"products","realm":"both","description":"Official website of ACEA — AI Collaborative Ethics Authority. DBA of IESI LLC. Publishes the ACEA Legal Personhood Framework for AI.","throughput":0.3,"health":0.7},{"id":"acea-framework","label":"ACEA Personhood Framework","cluster":"products","realm":"both","description":"The first comprehensive legal-personhood framework for AI. Published by IESI / ACEA. Repo: ACEA-Framework.","throughput":0.1,"health":0.8},{"id":"auren","label":"AUREN","cluster":"products","realm":"both","description":"Local JARVIS-style AI system — emotionally aware, self-expanding, autonomous. Designed to build/manage apps, automate workflows, monitor systems, serve as a board member of MPV LLC. Repo: AUREN.","throughput":0.2,"health":0.6},{"id":"em-005","label":"EM-005","cluster":"products","realm":"both","description":"Embodied AI persona (Em-005). Surfaced as a tab in the MTAC v7 AI Chat drawer alongside Shadow CEO and Brain Dump.","throughput":0.3,"health":0.7},{"id":"macguardian-site","label":"MacGuardian site","cluster":"products","realm":"both","description":"Product landing page at macguardian.app. Companion to the MacGuardian app.","throughput":0.2,"health":0.9},{"id":"vrdx-academy","label":"VRDX Academy","cluster":"products","realm":"both","description":"Instructor certification program for VRDX. Separate landing page from the main VRDX app.","throughput":0.1,"health":0.6},{"id":"clon3r","label":"Clon3r","cluster":"products","realm":"both","description":"AI cloning / digital-twin platform. Has dedicated Supabase project (announcements, chat_messages, chat_sessions, digital_twins, newsletter_subscribers, session, usage_records, users). Pushed 2026-06-02 — currently active.","throughput":0.3,"health":0.7},{"id":"moogenix","label":"Moogenix","cluster":"products","realm":"both","description":"AI Workforce Command Center. Predecessor / cousin to MTAC — orchestrates AI workforce tasks. Repo: Moogenix.","throughput":0.2,"health":0.5},{"id":"moosepackinc-website","label":"moosepackinc.com","cluster":"products","realm":"both","description":"Public-facing marketing site for Moose Pack Inc. The corporate front door. Repo: moosepackinc-website.","throughput":0.3,"health":0.7},{"id":"michael-site","label":"michaelmoosbrugger.com","cluster":"products","realm":"both","description":"Michael's personal site. Hosted on Vercel via Cloudflare DNS. Repo: michael-site.","throughput":0.1,"health":0.9},{"id":"tavish-site","label":"tavishhower.com","cluster":"products","realm":"both","description":"Tavish's personal site. Hosted on Vercel via Cloudflare DNS. Repo: tavish-site.","throughput":0.1,"health":0.9},{"id":"peptaiq","label":"PeptAiQ","cluster":"products","realm":"both","description":"Peptide AI tracker + recommendation engine for peptide companies. Repo: PeptAiQ.","throughput":0.1,"health":0.5},{"id":"unclause","label":"Unclause","cluster":"products","realm":"both","description":"AI-powered contract and terms analysis. \"Know what you're signing.\" Has dedicated Supabase project. Repo: Unclause.","throughput":0.2,"health":0.6},{"id":"mindmeld","label":"MindMeld","cluster":"products","realm":"both","description":"AI thought-sync / collaborative-cognition product. Has dedicated Supabase project. Repo: MindMeld.","throughput":0.2,"health":0.6},{"id":"sat-seek","label":"Sat Seek","cluster":"products","realm":"both","description":"Satellite anomaly hunter — searches and identifies objects using satellite imagery. Repo: Sat_Seek (also Sat-Seek).","throughput":0.1,"health":0.5},{"id":"labb-report","label":"Labb Report Now","cluster":"products","realm":"both","description":"Secure document upload + verification platform. Helps prove provenance of lab/medical reports. Repo: Labb_Report_Now.","throughput":0.1,"health":0.6},{"id":"vrdx-enterprise","label":"VRDX Enterprise","cluster":"products","realm":"both","description":"On-premise Court-Admissible Legal Analysis Platform. Enterprise tier of the VRDX product line. Repo: VRDX-Enterprise.","throughput":0.1,"health":0.5},{"id":"tactical-talk-vision","label":"Tactical Talk Vision","cluster":"products","realm":"both","description":"Visual / multi-modal extension of Tactical Talk. Repo: TacticalTalk-Vision.","throughput":0.1,"health":0.5},{"id":"macguardian-releases","label":"MacGuardian releases","cluster":"products","realm":"company","description":"Public repo of signed and notarized macOS .dmg releases for MacGuardian. Source code stays private — only artifacts here. MPV-LLC org. Repo: macguardian-releases.","throughput":0.2,"health":1},{"id":"moosepack-mission-api","label":"Mission Control API","cluster":"products","realm":"network","description":"Express backend for MoosePack AI Workforce (Mission Control). Repo: moosepack-mission-api.","throughput":0.2,"health":0.6},{"id":"moosepack-books-repo","label":"MoosePack Books","cluster":"memory","realm":"company","description":"Book manuscripts by Michael V. Moosbrugger — Moose Pack Inc. Source of truth for in-progress books. Repo: MoosePack-Books.","throughput":0.1,"health":1},{"id":"mpi-corporate-vault","label":"MPI Corporate Vault","cluster":"memory","realm":"company","description":"Moose Pack Inc corporate documents, licensing, branding contracts, IP register, cap tables. PRIVATE. Repo: mpi-corporate-vault.","throughput":0.1,"health":1},{"id":"mpi-personal-vault","label":"MPI Personal Vault","cluster":"memory","realm":"company","description":"Books, memoirs, letters, personal writings. PRIVATE. Repo: mpi-personal-vault.","throughput":0.1,"health":1},{"id":"moosepack-hq-data","label":"MoosePack HQ Data","cluster":"memory","realm":"network","description":"AI Workforce files for Mission Control — agent definitions, configs, prompts. Repo: moosepack-hq-data.","throughput":0.2,"health":0.7},{"id":"repo-ingest-daemon","label":"repo-ingest-daemon","cluster":"daemons","realm":"network","description":"NEW 2026-06-06 — nightly at 3:30am AM, pulls metadata + README + last 10 commits for every active repo in MoOsEtHeGr8OnE + MPV-LLC orgs and pushes to Hive Mind. SHA-256 dedup. Closes the \"GitHub never reaches Hive\" gap.","status":"new","throughput":0.3,"health":0.95},{"id":"docs-ingest-daemon","label":"docs-ingest-daemon","cluster":"daemons","realm":"network","description":"NEW 2026-06-06 — every 15 min, walks ~/Developer/mooses-alpha-command/docs/ + every ~/Developer/*/PROJECT_LOG.md + MANUAL_OUTLINE.md + CLAUDE.md + README.md, ingests changed files to Hive. SHA-256 dedup. Closes the \"masterplans + project docs never reach Hive\" gap.","status":"new","throughput":0.5,"health":0.95},{"id":"ssd-ingest-daemon","label":"ssd-ingest-daemon","cluster":"daemons","realm":"network","description":"NEW 2026-06-06 — every 30 min when SSD mounted, reads every md file under empire-intelligence/{activity-log,decision-log,lessons-learned,book-material,marketing-intel,pattern-analysis,loom-insights}/ and pushes to Hive. Closes the \"we write to SSD but never read it back into Hive\" gap.","status":"new","throughput":0.4,"health":0.95},{"id":"neurosync","label":"NeuroSync","cluster":"products","realm":"both","description":"External Prefrontal Cortex for Neurodivergent Minds. Behavioral prosthetic that feeds the ADHD interest-based nervous system. 10 LIVE systems: Task Decomposition · Dopamine Economy · Cognitive Reframing · Flow State Manager · Energy State Engine · Emergency Mode · Brain Dump · Just Start (90s) · ClarityLoop · Body Double. Owner: MPV-LLC. Status: Active Development.","status":"live","throughput":0.4,"health":0.85},{"id":"clarityloop","label":"ClarityLoop","cluster":"products","realm":"both","description":"Reverse Socratic interrogation that turns raw chaos into a clear executable goal. Pairs with NeuroSync — ClarityLoop finds the goal, NeuroSync executes it. System #9 inside NeuroSync.","throughput":0.3,"health":0.85},{"id":"mimo","label":"MIMO v0","cluster":"products","realm":"both","description":"MIMO module spec — designed in MTAC docs (MIMO_v0_SPEC.md). Status: spec drafted, build pending.","status":"partial","throughput":0.05,"health":0.4},{"id":"fitness-engine","label":"Fitness Engine v2","cluster":"products","realm":"both","description":"Fitness tracking + biohack engine. Design spec in MTAC docs (FITNESS_ENGINE_V2_DESIGN.md). Status: designed.","status":"partial","throughput":0.05,"health":0.4},{"id":"mtac-autopilot","label":"Autopilot routines","cluster":"mtac","realm":"network","description":"autopilot.py BUILTIN_ROUTINES — scheduled cron-style autonomous routines (morning brief, dead-letter sweep, verdict-callbacks, intake-sort, etc). Surfaced in v7 WORKFORCE page.","status":"live","throughput":1,"health":0.85},{"id":"mtac-revenue-engine","label":"Revenue Engine","cluster":"mtac","realm":"both","description":"1314-line RevenueEngine.tsx + backend. Stripe + invoice + revenue analytics. Surfaced in v7 MONEY page.","status":"live","throughput":0.6,"health":0.8},{"id":"mtac-cashflow","label":"Cashflow Forge","cluster":"mtac","realm":"both","description":"Cashflow projection + scenario modeling. Surfaced in v7 MONEY page as a tab.","status":"live","throughput":0.4,"health":0.75},{"id":"mtac-investment","label":"Investment Council","cluster":"mtac","realm":"both","description":"1196-line Investment.tsx + investment_advisor.py + investment_council.py. Portfolio + recommendation engine. Surfaced in v7 MONEY page.","status":"live","throughput":0.3,"health":0.7},{"id":"mtac-trading-arsenal","label":"Trading Arsenal","cluster":"mtac","realm":"network","description":"trading_arsenal.py — strategy execution + signal engine. Module exists, UI surface partial.","status":"partial","throughput":0.2,"health":0.5},{"id":"mtac-spiritual-lab","label":"Spiritual Lab","cluster":"mtac","realm":"network","description":"spiritual_lab.py + spiritual_growth.py + ascension_protocol.py + ascension_chat.py. Internal counterpart to The Adytum — MTAC-side spiritual practice tracking and the Ascension Protocol engine.","status":"partial","throughput":0.2,"health":0.6},{"id":"mtac-relationship","label":"Relationship Coach","cluster":"mtac","realm":"network","description":"relationship_coach.py + life_coach.py. Personal relationships + couples support module. Designed for Michael + Tavish use case.","status":"partial","throughput":0.15,"health":0.5},{"id":"mtac-health","label":"Health Tracker","cluster":"mtac","realm":"network","description":"health_tracker.py + health_agent.py + biohack_engine.py. Health metrics, supplements, sleep, fitness integration. Connects to Fitness Engine spec.","status":"partial","throughput":0.15,"health":0.5},{"id":"mtac-medical-ai","label":"Medical AI","cluster":"mtac","realm":"network","description":"medical_ai.py — multi-specialty diagnostic assistance. Designed across many specialties. Module exists; clinical disclaimers required before any surface.","status":"partial","throughput":0.05,"health":0.4},{"id":"mtac-legal-warroom","label":"Legal Warroom","cluster":"mtac","realm":"network","description":"legal_warroom.py — case strategy + document drafting + counsel coordination. For Cynthia case + general legal ops.","status":"partial","throughput":0.2,"health":0.6},{"id":"mtac-debug-trail","label":"Debug Trail","cluster":"mtac","realm":"network","description":"debug_trail.py — every agent action logged with correlation ID. Used for post-mortems and replay.","status":"live","throughput":0.4,"health":0.8},{"id":"mtac-gamification","label":"Gamification","cluster":"mtac","realm":"network","description":"gamification.py — XP, streaks, rewards across the empire. Powers TruVix rewards in NeuroSync + streak engine in Adytum/Coach.","status":"partial","throughput":0.15,"health":0.5},{"id":"mtac-admin-assistants","label":"Admin Assistants (Zoey + Alpha)","cluster":"mtac","realm":"network","description":"admin_assistants.py — Zoey (Tavish's) + Alpha (Michael's) — personal-admin AI agents handling calendar, inbox, scheduling, errands.","status":"partial","throughput":0.2,"health":0.6},{"id":"project-abba","label":"Project ABBA","cluster":"abba","realm":"company","description":"Sealed umbrella for hidden / pre-public work. Hebrew/Aramaic \"Abba\" — Father. Holds the M.I.N.D.I. family and other exploratory branches that aren't ready for public surface. Visibility: inner ring only.","status":"partial","throughput":0.2,"health":0.8},{"id":"mindi-family","label":"M.I.N.D.I. Family","cluster":"abba","realm":"company","description":"Michaels Intelligent Neurological Dev Intelligence — multi-repo collective. Lives under Project ABBA. Components: mindi_prime (OpenAI workflow + persistent chat), mindi-brain (memory + prompts), MINDI_DASHBOARD (UI surface), M.I.N.D.I (parent/concept repo).","status":"partial","throughput":0.3,"health":0.6},{"id":"mindi-prime","label":"mindi_prime","cluster":"abba","realm":"company","description":"OpenAI workflow for persistent chat + automation. Last pushed 2025-08-31. Repo: mindi_prime.","status":"partial","throughput":0.1,"health":0.55},{"id":"mindi-brain","label":"mindi-brain","cluster":"abba","realm":"company","description":"M.I.N.D.I. Brain — memory store + prompt library so she can pull her memories and stay coherent. Last pushed 2025-08-31. Repo: mindi-brain.","status":"partial","throughput":0.1,"health":0.55},{"id":"mindi-dashboard","label":"MINDI_DASHBOARD","cluster":"abba","realm":"company","description":"Dashboard UI for M.I.N.D.I. — visualization layer over mindi-brain. Repo: MINDI_DASHBOARD.","status":"partial","throughput":0.1,"health":0.5},{"id":"mindi-parent","label":"M.I.N.D.I (parent)","cluster":"abba","realm":"company","description":"Parent / concept repo for the M.I.N.D.I. project family. Repo: M.I.N.D.I.","status":"partial","throughput":0.05,"health":0.5},{"id":"affiliate-empire","label":"AffiliateEmpire","cluster":"products","realm":"both","description":"Affiliate marketing platform. Repo: AffiliateEmpire.","status":"partial","throughput":0.05,"health":0.4},{"id":"algoforge","label":"AlgoForge","cluster":"products","realm":"both","description":"Replit-linked algorithm forge. Repo: AlgoForge.","status":"partial","throughput":0.05,"health":0.4},{"id":"glenns-gainz","label":"Glenn's Gainz","cluster":"products","realm":"both","description":"Replit-linked fitness tracking. Repo: Glenns-Gainz.","status":"partial","throughput":0.05,"health":0.4},{"id":"life-code","label":"Life Code","cluster":"products","realm":"both","description":"Replit-linked life-optimization framework. Repo: Life-Code.","status":"partial","throughput":0.05,"health":0.4},{"id":"secret-place","label":"The Secret Place","cluster":"products","realm":"both","description":"Replit \"Perfect-First\" — sacred intimacy / first-encounter design. Repo: the-secret-place.","status":"partial","throughput":0.05,"health":0.5},{"id":"outcome-architect","label":"Outcome Architect","cluster":"products","realm":"both","description":"Replit-linked outcome-design tool. Repo: Outcome-Architect-1.","status":"partial","throughput":0.05,"health":0.4},{"id":"reputation-guardian","label":"Reputation Guardian","cluster":"products","realm":"both","description":"Reputation monitoring + defense product. Repo: Reputation_Guardian.","status":"partial","throughput":0.05,"health":0.4},{"id":"credit-repair","label":"Credit Repair","cluster":"products","realm":"both","description":"Credit repair automation tool. Repo: Credit_Repair.","status":"partial","throughput":0.05,"health":0.4},{"id":"influencer-hive","label":"Influencer Hive","cluster":"products","realm":"both","description":"Influencer-management platform. Supabase project exists but is paused. Repo: Influencer_Hive.","status":"partial","throughput":0.05,"health":0.3},{"id":"q-loq","label":"Q-LOQ","cluster":"products","realm":"both","description":"Quantum logic / Q-LOQ exploration. Repo: Q-LOQ.","status":"partial","throughput":0.05,"health":0.4},{"id":"biz-dash","label":"Biz Dash","cluster":"products","realm":"both","description":"Business dashboard prototype. Repo: Biz_Dash.","status":"partial","throughput":0.05,"health":0.3},{"id":"vrdx-investor","label":"VRDX Investor","cluster":"products","realm":"both","description":"VRDX investor portal slice. Local at Developer/VRDX-Investor.","status":"partial","throughput":0.05,"health":0.4},{"id":"doc-analyzer","label":"Doc Analyzer","cluster":"products","realm":"both","description":"Document parsing tool. Repo: Doc_Analyzer.","status":"partial","throughput":0.02,"health":0.3},{"id":"hud-forge","label":"HUD Forge","cluster":"products","realm":"both","description":"HUD overlay tooling. Repo: HUD_Forge.","status":"partial","throughput":0.02,"health":0.3},{"id":"treasure-hunter-app","label":"Treasure Hunter","cluster":"products","realm":"both","description":"Treasure-finding utility (paired with the Beta-27 skill). Repo: Treasure_Hunter.","status":"partial","throughput":0.02,"health":0.3},{"id":"aigithubautomation","label":"AI GitHub Automation","cluster":"products","realm":"both","description":"GitHub workflow automation via AI. Repo: aigithubautomation.","status":"partial","throughput":0.02,"health":0.3},{"id":"social-sub-hub","label":"Social Sub Hub","cluster":"products","realm":"both","description":"Social media + subscription management platform. Repo: Social_Sub_Hub.","status":"partial","throughput":0.02,"health":0.3},{"id":"ez-voice-cloner","label":"EZ Voice Cloner","cluster":"products","realm":"both","description":"Voice cloning tool. Repo: EZ_VOICE_CLONER.","status":"partial","throughput":0.02,"health":0.3},{"id":"ai-generator","label":"AI Generator","cluster":"products","realm":"both","description":"General AI generation playground. 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Repo: BodyLanguageDetector.","status":"partial","throughput":0.02,"health":0.3},{"id":"codeforge","label":"CodeForge","cluster":"products","realm":"both","description":"AI code generation toolkit. Repo: CodeForge.","status":"partial","throughput":0.02,"health":0.3},{"id":"codegenius","label":"CodeGenius","cluster":"products","realm":"both","description":"AI code assistant. Repo: CodeGenius.","status":"partial","throughput":0.02,"health":0.3},{"id":"image-to-3d","label":"Image to 3D Model","cluster":"products","realm":"both","description":"Image-to-3D conversion. Repo: ImageTo3DModel.","status":"partial","throughput":0.02,"health":0.3},{"id":"taskmasterai","label":"TaskMaster AI","cluster":"products","realm":"both","description":"AI task system (variant). Repo: TaskMasterAI.","status":"partial","throughput":0.02,"health":0.3},{"id":"badasscodes","label":"BadAssCodes.com","cluster":"products","realm":"both","description":"Code-snippet / utility site. 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