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1. evolve evolve Public

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

   Rust 2 2

2. hyperion hyperion Public

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

   Python

3. lemmas lemmas Public

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

   Python

4. SOFAR SOFAR Public

   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.

   Python

5. aiproof aiproof Public

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

   Makefile

6. ghost ghost Public

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

   Rust