Good questions
deserve a closer look.

ALX Semantic Compiler

Source-preserving semantic compilation, execution contracts, and bounded repair with explicit evaluation limits.

Protocol Compiler Framework

A repeatable method for compiling research and operating rules into agent-usable protocols.

ALX LoRA Evaluation Track

Evaluation plans for whether specialized training can preserve ALX structure and reversibility.

Home Base Agent OS

Project registry, memory, governance, source ledgers, and recovery paths for long-running agent work.

Task-Aware Context Rollover & Recovery v1.1

A protocol for preserving intent, evidence, and next actions when context windows or sessions change.

AI Fundamentals & Markdown Transformer Compiler

A structured language and transformation lane for turning raw knowledge into agent-readable artifacts.

Forge Scheduler / FOS

Research into scheduling, bounded execution, and operating-system-like coordination for agent workflows.

Browser Agent Consultation Prompt Pack

Reusable consultation patterns for browser agents that separate observation, judgment, and action.

Compute Broker-Dealer

A prompt and architecture track for allocating compute, models, and work according to task value and constraints.

MCP-First UI & Agent Pipelines

Interface patterns where tools, permissions, evidence, and agent actions remain explicit from protocol to UI.

Framework Selection Protocol Forge

Evidence-led framework selection, including a current Svelte agentic-coding research branch.

Shared Skills Library

Portable skills and operating instructions designed to transfer across tools and model providers.

Neuron Protocols

Provider-independent orchestration, scoped retrieval, tools, memory, and surface-aware interaction.

TurtlePen Generative Art Research

Integer-exact diagram geometry, prompt packs, collision reporting, and deterministic rendering surfaces.

WebGL / Three.js UI/UX Research 2026

A canonical research line, update trail, reference matrix, and implementation checklist for spatial web interfaces.

Pixel Parity Benchmark

A testing environment for comparing implemented interfaces against visual references with measurable fidelity.

UI/UX Protocol Forge

Reusable protocols for product hierarchy, interaction states, dense work surfaces, and implementation review.

Brain Art & Identity Studies

Low-poly brain forms, visual direction, and an identity system for Brainn without generic AI imagery.

Silverado Cortex Product & Architecture

A 14-module, local-first Android architecture with one state graph and deliberately gated adapters.

Silverado App Bridge & Web Deck Proofs

Scoped app discovery, durable shortcuts, explicit handoffs, safe address policy, and live-test build evidence.

LC7F / LC7S Native App & Firmware Research

Firmware lineage, QNX/Qt evidence, Android Auto limits, and fail-closed rules for factory radio research.

HVAC Truck Build System

A full field-service build package joining layouts, drawings, inventory, protocols, and source data.

HVAC Field & Critical-Infrastructure Cases

Operational lessons from real equipment, service constraints, documentation, and high-consequence troubleshooting.

BrainnStation Market Workbench

Research into a unified discovery, analysis, journal, capture, and backtesting workstation.

Small-Cap Trading Strategies

Momentum, catalysts, tape behavior, risk, and repeatable decision structures for small-cap trading.

Trade Review & Evidence Packs

Post-trade review packets designed to connect screenshots, decisions, outcomes, and process corrections.

Chazles AI Stream Director

An agent-assisted control room for scenes, characters, prompts, and live production decisions.

Creator Education & Skool Protocol Forge

Research and reusable systems for teaching, community programs, and creator-led knowledge products.

Game Design & Theory Protocol Forge

Combined references and workflows for translating game theory into design and production choices.

Cheap Is Not Good Protocol

Efficiency means choosing the least-cost route that preserves reliability, continuation, and total system value.

LOOPBANK Bounded Iteration

A bounded iteration protocol that makes loops, exit conditions, evidence, and remaining uncertainty visible.

Product R&D Evidence Protocols

Source ledgers, confidence boundaries, verification gates, and claim discipline for product research.

Protocol Governance & Verification

Audit, source, version, and supersession rules for keeping a protocol library trustworthy over time.

STAND Protocol v3.5.3

The current canonical version of a mature, versioned protocol line with explicit supersession records.

SCANGATE Download Safety

A staged intake gate for untrusted downloads, archives, dependency artifacts, and risky source material.

Security Assurance Protocol Forge

A combined reference for threat-aware design, authority boundaries, verification, and safe operational defaults.

Laya and Jev Decision Probe

A small typed-decision comparison and a test of prompt routing for arithmetic, with the limits kept visible.

Human Viewport & Interaction Cost

Evaluate a workflow one visible screen, pointer action, and keystroke at a time.

Persistent Agent Memory

Portable project notes and explicit recovery state across assistants and sessions.

Deterministic Prompt Routing

Route tasks to operating protocols without making provider identity part of the decision.

Scope & Execution Contracts

Define observable acceptance criteria, constraints, and named authority before a broad build.

Offline Fabrication Geometry

Preserve uncertain field dimensions through shop drawings, flat patterns, and fabrication output.

Supervised Field Learning

Offline lessons, narration, equipment imagery, and visible stop conditions for apprentice workflows.

Artifact Continuity & Provenance

Research into sources, versions, dependencies, staleness, and organizational state around an artifact.

Release & Recovery Engineering

Connect release evidence to rollback, privacy, security, and operational ownership.

Assumption Invalidation

Revisit the nearest affected decision when evidence contradicts an implementation assumption.

Game Development Workflows

Connect game implementation, assets, tests, and packaging to explicit design and platform decisions.