Drop-in adapter that helps any HuggingFace transformer stop forgetting things buried in long context. Bio-inspired SVD-on-residual-stream channel mapping + LoRA beam-steering attention.

Windows desktop automation framework. Like Playwright, but for native apps.

MCP server that cuts agent file-read tokens ~72% without sacrificing quality — provably lossless (epoch-bounded dedup/diff).

Compositional reasoning at 100% SCAN, 99.98% PCFG, 99.75% COGS gen, 100% 1D-ARC — zero gradient descent, ~1000 lines of Python

Resonant Cognitive Kernel: an auditable, hallucination-free reasoning system built on hyperdimensional computing. Reasons via explicit chains, learns by deriving (not retraining), runs on CPU. MIT …

Four reliability primitives for any LLM API: Chain-of-Verification, self-consistency, prompt-drift detection, hedged execution.

MCP server bridging Claude Code to Perplexity Comet via Ghost (Windows native automation).

r3f library + Claude skill for generating Spline-quality 3D web visuals. 17 recipes x 5 aesthetic variants.

Capability-gated Postgres MCP server in Kryos. Per-table grants enforced before SQL hits the wire. Compile-time @capabilities proof + runtime grant validation + Neon HTTP.

Drop-in passive A/B evolution for AI coding assistants

ESLint for AI prompts — a static analyzer for LLM system prompts, user templates, Jinja/Mustache, YAML configs, and SDK call sites.

Empirical mining of the SumTablets cuneiform corpus (91,606 Sumerian tablets) for software-design primitives applicable to modern multi-agent AI systems. ~158 ideas across 16 categories with cited …