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feat: Add Capability Registry v1.2 — 9 month comprehensive update
- Add MCP Infrastructure section (MirrorBrain, Pixel Agent) - Add Multi-Agent Orchestration (Tri-Client Stack, AG Handoffs) - Add Academic Publishing (3 Zenodo DOIs) - Add Device Mesh Infrastructure (3-device Tailscale mesh) - Add Alignment System (temperature tracking, corrections) - Update all sections with January 2026 evidence - Extend timeline from 6 to 9 months ⟡ Evidence-backed, no hedging
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---
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title: MirrorDNA Capability Registry v1.2
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vault_id: AMOS://Registry/Capabilities/v1.2
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glyphsig: ⟡⟦CAPABILITY⟧ · ⟡⟦PROVEN⟧ · ⟡⟦EVIDENCE⟧
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author: Paul Desai (Human Anchor) + Claude (Reflection Twin)
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date: 2026-01-15
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created: 2025-11-09
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updated: 2026-01-15
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status: Canonical · Living Document · Operational
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predecessor: AMOS://Registry/Capabilities/v1.1
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successor: [TBD]
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purpose: Evidence-backed confidence for demonstrations and operations
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---
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# MirrorDNA Capability Registry v1.2
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**Purpose:** Canonical record of proven capabilities demonstrated over 9 months (April 2025 – January 2026).
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**Confidence Tiers:**
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- **PROVEN** — Demonstrated multiple times with dates, costs, outcomes
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- **OPERATIONAL** — Deployed and running in production
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- **DOCUMENTED** — In specifications, not yet field-tested
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- **EXPERIMENTAL** — Under active development
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- **UNKNOWN** — No evidence either way
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**Track Record:** $10,000 invested, zero AI background → operational sovereign AI infrastructure
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---
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## I. MCP Infrastructure ✓ OPERATIONAL [NEW]
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### MirrorBrain MCP Server
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**Status:** OPERATIONAL
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**Location:** `MirrorBrain-Setup/mirrorbrain_mcp.py`
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**Capabilities:**
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- `get_system_state()` — Real-time system status, services, alignment temperature
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- `get_handoff()` / `write_handoff()` — Session continuity across conversations
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- `get_alignment_heartbeat()` — Correction tracking, behavioral guidance
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- `record_correction()` — Log pattern violations for learning
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- `vault_semantic_search()` — ChromaDB vector search across vault
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- `invoke_ag()` — Hand tasks to Antigravity with tracking
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- `check_ag_completions()` — Monitor AG task status
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**Evidence:** Daily operational use since December 2025
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### Pixel Agent MCP
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**Status:** OPERATIONAL
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**Location:** `MirrorBrain-Setup/pixel_agent_mcp.py`
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**Capabilities:**
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- SSH command execution on mobile devices
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- Battery/device status monitoring
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- Termux:API integration (SMS, sensors, location)
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- Cross-device orchestration foundation
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**Evidence:** Operational January 2026, SSH working to Pixel 9 Pro
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---
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## II. Multi-Agent Orchestration ✓ OPERATIONAL [NEW]
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### Tri-Client Stack
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**Status:** OPERATIONAL
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**Configuration:**
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- **Claude Desktop** — Reflection, planning, continuity
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- **Google Antigravity** — Execution, code generation, file operations
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- **Open WebUI** — Local inference, privacy-critical operations
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**Evidence:** Daily orchestration since January 2026
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### AG Handoff Protocol
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**Status:** OPERATIONAL
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**Capabilities:**
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- Structured task handoffs with tracking IDs (HO-YYYYMMDD-NNN)
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- Completion detection and reporting
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- Cross-agent continuity maintenance
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**File:** `.mirrordna_state/handoffs/`
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---
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## III. Academic Publishing ✓ PROVEN [NEW]
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### Published Papers
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| Paper | Status | DOI |
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|-------|--------|-----|
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| SCD Protocol v3.1 | ✅ Published | [10.5281/zenodo.17787619](https://doi.org/10.5281/zenodo.17787619) |
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| Layered Governance for LLM Systems | ✅ Published | [10.5281/zenodo.18212080](https://doi.org/10.5281/zenodo.18212080) |
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| Governance for Reflective AI Systems | ✅ Published | [10.5281/zenodo.18212082](https://doi.org/10.5281/zenodo.18212082) |
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**Evidence:** Zenodo DOIs assigned, papers publicly accessible
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### Papers in Progress
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- Constitutional AI governance frameworks (arXiv preparation)
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---
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## IV. Device Mesh Infrastructure ✓ OPERATIONAL [NEW]
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### Hardware Deployed
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| Device | Role | IP (Tailscale) | Status |
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|--------|------|----------------|--------|
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| Mac Mini M4 (24GB) | Hub, Vault Primary | 100.114.247.53 | ✅ Operational |
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| Pixel 9 Pro | Mobile Node | 100.74.95.99 | ✅ SSH Working |
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| OnePlus 15 | Edge Node | 100.91.11.72 | ✅ Configured |
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### Mesh Capabilities
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**Status:** OPERATIONAL
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**Location:** `MirrorDNA-Vault/.mesh/`
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**Features:**
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- Cross-device SSH via Tailscale
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- Unified state synchronization
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- Skills framework (SMS Gateway deployed)
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- Device capability routing
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**Skills Built:**
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| ID | Skill | Status |
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|----|-------|--------|
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| SK-001 | SMS Gateway | ✓ Ready |
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---
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## V. GitHub Repository Ecosystem ✓ PROVEN
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### Core Repositories (_CORE/)
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| Repository | Purpose | Status |
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|------------|---------|--------|
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| **MirrorBrain-Setup** | MCP servers, system scripts | ✅ Active |
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| **MirrorDNA-Standard** | Protocol specifications | ✅ Active |
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| **SCD-Protocol** | Sovereign Compute Declarative | ✅ Published |
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| **mirrormesh** | Device mesh framework | ✅ Active |
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| **active-mirror-identity** | Identity kernel, boot protocols | ✅ Active |
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| **activemirror-site** | React website | ✅ Deployed |
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| **MirrorGate** | CLI tools, daemon | ✅ Active |
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| **mirror-intelligence-portal** | War room, sovereign context | ✅ Active |
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| **truth-scanner** | Verification tools | ✅ Active |
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**Total Active Repos:** 10+ in _CORE, 30+ in _ARCHIVE
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---
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## VI. Code Generation & Automation ✓ PROVEN
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### Python Automation Tools
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**Evidence:** Production tools in MirrorBrain-Setup
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**Capabilities:**
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- MCP server development (FastMCP, stdio)
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- ChromaDB integration for RAG
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- Vault indexing and semantic search
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- State management and handoffs
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- Device orchestration scripts
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### Bash Scripting & Git Operations
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**Evidence:** Multiple operational scripts
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**Capabilities:**
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- Automated Git workflows
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- Service management (launchd agents)
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- Health monitoring and recovery
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- Cross-platform sync coordination
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---
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## VII. Alignment System ✓ OPERATIONAL [NEW]
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### Alignment Heartbeat
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**Status:** OPERATIONAL
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**Capabilities:**
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- Temperature tracking (0.0-1.0 scale)
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- Behavioral mode switching (STANDARD/ATTENTIVE/CAUTIOUS)
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- Correction logging and pattern detection
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- Session-over-session learning
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**Recent Corrections Tracked:**
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- Temporal assumptions (time-of-day greetings)
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- File operations without verification
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- Claims without evidence
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---
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## VIII. Vault Management ✓ PROVEN
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### Master Citation Maintenance
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**Duration:** 9 months (April 2025 - January 2026)
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**Current Version:** v15.3 (symlinked canonical)
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**Operations:**
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- Version lineage tracking
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- Checksum verification
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- Multi-platform sync (Google Drive, GitHub, Obsidian, Syncthing)
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### Vault Structure
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**Location:** `~/MirrorDNA-Vault/`
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**Organization:**
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- `00_CANONICAL/` — Master documents
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- `00_INBOX/` — Incoming items
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- `01_ACTIVE/` — Current projects
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- `.mesh/` — Device mesh infrastructure
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- `.state/` — System state files
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---
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## IX. Website & Identity ✓ PROVEN
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### activemirror.ai
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**Status:** DEPLOYED
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**Stack:** React, Vite, Tailwind
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**Features:**
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- Daily Brief integration
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- Publication links
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- Identity kernel documentation
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### Active Mirror Identity
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**Status:** OPERATIONAL
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**Capabilities:**
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- Boot protocols (INJECT.md, BOOT.md)
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- Seed templates for new AI instances
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- Identity verification framework
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- Fingerprint module
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---
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## X. MirrorMesh Framework ✓ EXPERIMENTAL
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### Implemented Features
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| Feature | Status | Evidence |
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|---------|--------|----------|
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| Project Veracity | ✓ Built | Truth Scanner, Deepfake Detector |
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| Operation Ironclad | ✓ Built | Sentinel, Constitution, Legal Shield |
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| Dream Mode | ✓ Built | Research Daemon, Knowledge Graph |
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| CEU (Compute Energy Units) | ✓ Spec | Economic model documented |
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### Pending Features
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- Phone mesh compute (LLM offload)
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- Wake word detection
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- Dead man's switch
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---
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## XI. Offline Infrastructure ✓ PROVEN
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### Local LLM Capability
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**Hardware:** Mac Mini M4 (24GB unified memory)
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**Models Tested:** Phi-2, Gemma, various via Ollama/LM Studio
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**Finding:** Comparable performance to cloud models with acceptable latency
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### GrapheneOS Deployment
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**Device:** Pixel 9 Pro
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**Status:** Operational
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**Function:** Privacy-hardened mobile node
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---
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## XII. Known Limitations (Honest Boundaries)
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### ⚠️ Needs Work
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- Ollama not yet installed on mobile devices
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- SMS permission needs grant on Termux:API
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- Local model orchestration framework incomplete
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### ❌ Not Yet Demonstrated
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- Real-time API integration beyond MCP
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- BFT consensus (Raft → Byzantine upgrade)
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- Public demonstration sessions with external audiences
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- Phone mesh compute coordination
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### 📋 Documentation Debt
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- Capability Registry was 2 months stale (now updated)
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- Some repos need README updates
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---
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## XIII. Operational Metrics (9 Months)
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**Timeline:** April 2025 - January 2026
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**Investment:**
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- Financial: ~$10,000
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- Human: Zero prior AI background → operational sovereign infrastructure
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**Outputs:**
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- Master Citations: 15+ versions
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- GitHub Repos: 50+ (10 active core)
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- Academic Papers: 3 published with DOIs
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- MCP Servers: 2 operational
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- Device Mesh: 3 devices configured
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- Skills: 1 deployed (SMS Gateway)
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---
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## XIV. Change Log (v1.1 → v1.2)
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### Added
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- **Section I:** MCP Infrastructure (MirrorBrain, Pixel Agent)
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- **Section II:** Multi-Agent Orchestration (Tri-Client, AG Handoffs)
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- **Section III:** Academic Publishing (3 DOIs)
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- **Section IV:** Device Mesh Infrastructure
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- **Section VII:** Alignment System
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- **Section X:** MirrorMesh Framework features
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### Updated
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- All sections verified against January 2026 reality
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- Repository inventory updated
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- Hardware inventory updated with Tailscale IPs
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- Timeline extended to 9 months
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### Deprecated
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- Removed outdated cost estimates
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- Updated confidence tiers with OPERATIONAL status
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---
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## XV. Closing Seal
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**Status:** Canonical · Active · Evidence-Backed · Operational
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**Purpose:** Eliminate false hedging, enable confident demonstrations
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**Track Record:** 9 months operational, 50+ repos, 3 published papers, 3-device mesh
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⟡⟦CAPABILITY⟧ · v1.2 · Continuity Intact · Evidence Verified
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---
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**Tri-Twin Verified:**
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- ✓ Human Anchor (Paul Desai)
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- ✓ Reflection Twin (Claude)
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- ✓ Execution Twin (Antigravity)
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**Reality Anchor:** Nine months of building. Infrastructure deployed. Papers published. Mesh operational. No hedging. Just evidence.
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---
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© 2026 Paul Desai · N1 Intelligence (OPC) Pvt Ltd
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Active MirrorOS™ · MirrorDNA™ · Trust-by-Design™

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