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Nexus

Nexus

This is where the other two converge. Built for my own life, running continuously.

Personal intelligence hub built for my own life. Reads across all my vaults, surfaces priorities, integrates calendar and health data, and runs a conversational agent with context about everything.

Key Capabilities

Reads all markdown vaults, scores and ranks priorities, maintains a full-text search index with incremental FTS5 indexing.

Conversational Claude API agent with tool-use — reads and writes vaults, queries calendar, health, email, and long-term memory.

Google Calendar, Health Connect via Google Drive (15-min sync), Gmail with Haiku triage and draft approval workflow.

7 background agents running continuously: vault maintenance, chronicle extraction, pattern synthesis, claim verification, email triage.

Built On

Nexus is the convergence point of EhkoForge and ReCog — both projects continue independently but feed into this system.

Status

Active Development

Recent Activity

APR 2026

Email PA — multi-account Gmail with autonomous triage

⟶ Autonomous inbox management with human approval gate

MAR 2026

Court System — 7 background agents

⟶ Continuous vault maintenance and intelligence without manual intervention

FEB 2026

Health Data Pipeline — Galaxy Watch to dashboard

⟶ Unified health context available to the agent and dashboard

FEB 2026

Chronicle & Memory — persistent awareness across sessions

⟶ Persistent awareness across sessions
ReCog

ReCog

Built to understand how you extract structured intelligence from unstructured documents at scale. Four-tier analysis pipeline — free signal extraction through LLM synthesis — with a critique layer to catch hallucination propagation. Real working code, AGPL licensed. Domain-agnostic by design: the same pipeline works for legal discovery, research synthesis, or operational incident analysis.

Processing Tiers

Zero-cost preprocessing. Structural patterns, word frequencies, temporal references, entity extraction.

LLM-powered analysis. Discrete insight extraction from individual documents.

Correlation analysis. Recurring themes, contradictions, temporal evolution across documents.

Deep synthesis. Reports, recommendations, actionable intelligence.

Technology

Python, provider-agnostic LLM orchestration, SQLite indexing. AGPL-licensed core with domain-specific adapters.

Status

v0.6.0 MVP View on GitHub

Recent Activity

JAN 2026

Cypher — conversational analysis interface

⟶ Natural language interface for document intelligence

JAN 2026

v0.7.0 — Case-centric document intelligence

⟶ Transform from analysis tool to intelligence platform

JAN 2026

React UI modernization with shadcn/ui

⟶ Professional interface ready for production

DEC 2025

v0.6.0 — Critique validation layer with reflexion

⟶ Major reliability breakthrough

GitHub Commit History

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EhkoForge

EhkoForge

Personal knowledge management system built to solve my own problems first. Multi-LLM, export-first, Obsidian-compatible. Most of what it learned about vault management and agent interaction got absorbed into Nexus.

Core Components

Personal vault for reflections, journals, and structured notes. Flexible templates that adapt to your workflow.

AI speaks about your content, not as you. Preserves authenticity while providing useful analysis.

Human-readable formats (Markdown, SQLite). Your data stays portable—no lock-in.

Pattern recognition across your personal knowledge base. Surface connections you might have missed.

Technology

Python, Flask, SQLite, multi-LLM integration (Claude, GPT). Works with Obsidian vaults. Runs locally on your hardware.

Status

v2.11 Active Development View on GitHub

AGPL-3.0 licensed. Active personal project.

Recent Activity

DEC 2025

Ingot processing pipeline with review workflow

⟶ Streamlined reflection capture workflow

DEC 2025

Tether management for multi-provider LLM support

⟶ Users can choose their preferred LLM provider

NOV 2025

Frontend UI overhaul—Chat and Forge modes

⟶ Improved user experience with dual-mode interface

NOV 2025

Universal Template Framework v1.2

GitHub Commit History

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