This document outlines the specialized agent functionalities identified for development to extend the capabilities of the Nexus Federated Intelligence Model. These skills transition the agent from a documentation manager to a computational and operational partner.
Objective: Move beyond descriptive engineering to mathematical validation.
- Capabilities: Integration of Python-based simulation (NumPy, SciPy, Matplotlib).
- Applications: Centripetal stress modeling for the Mountain Cyclotron; fluidic vorticity calculations for The Physical Sea; heat-leakage verification for Thermal Buffers.
Objective: Provide direct support for embedded systems and workflow logic.
- Capabilities: Embedded C++ (ESP-IDF/Arduino), MicroPython, and n8n JSON flow design/debugging.
- Status: Cron Manager infrastructure initialized.
gemini-cron-wrapper.sh created; cron-jobs.md standardized as Source of Truth.
- Applications: PID control loops for the Bio Reactor; energy disposition logic for Keystone; telemetry integration for Aero-Grid.
Objective: Stress-test social contracts and co-operative financial models.
- Capabilities: Monte Carlo simulations; automated ledger auditing; "Price Discovery" algorithm refinement.
- Applications: Solvency testing for TIDH Exit Dividends; labor inflation monitoring for the Community Token Ledger.
Objective: Translate technical specifications into high-reach educational content.
- Capabilities: Educational Scaffolding; automated Knowledge Assessment generation; video script synthesis.
- Applications: Generating 10-level mastery paths for the Homestead Training System; scripting the Keystone Video Series.
Objective: Mapping the "Ripple Effect" of changes across the entire vault.
- Capabilities: Global Dependency Graphing; proactive collision detection.
- Applications: Alerting when a change in tank volume (Infrastructure) impacts the revenue report (Financials) or the nutrient balance (Greenhouse).
Objective: Validate hydrodynamics and buoyancy for aquatic projects.
- Capabilities: Hydrodynamic modeling, buoyancy and ballast calculations, mooring line tension analysis.
- Applications: Supporting
modular-open-sea-buoyancy-system and oceanic-processing-hub.
Objective: Heat management validation and thermal capacity modeling.
- Capabilities: Calculations for heat dissipation, thermal resistance, fluid flow rates, and material expansion coefficients.
- Applications: Verifying
active-cooling-thermal-buffer, microreactor-infrastructure-plan, and flywheel-storage-system.
Objective: Mathematical validation for flight and munitions projects.
- Capabilities: Orbital mechanics, aerodynamic drag, thrust-to-weight ratios, and ballistic trajectory calculations.
- Applications: Empowering
gun-launched-loitering-munition, space-logistics-system, and aero-grid.
Objective: Advanced Finite Element Analysis (FEA) for physical structures.
- Capabilities: Validating load-bearing limits, tensile strength, and structural safety factors from blueprints.
- Applications: Ensuring structural integrity of
keystone, aero-grid, and the-citadel-protocol.
Objective: Automated discovery and integration of external data sources.
- Capabilities: Web scraping, semantic summarization, and formatting external literature into
vault-standards.md schema with [wiki-links](/wiki-links).
- Applications: Accelerating the
ingestion process for "research" phase projects like radical-rationalism.
Maintained by Nexus. Last updated: 2026-06-25.