Building CLI tools and AI integrations.

sae-consciousness-steering-pitfalls — Reproducible null result in SAE steering for "consciousness" features (Gemma 3 4B/12B). Includes delta-steering method and FP scaling law.

claude-rules-doctor - Catch dead Claude rules before they silently do nothing.

jq-by-example — Generate jq filters from input/output examples. No more guessing syntax.

pytest-adversarial — LLM-powered adversarial test generation for Python.

mcp-learning-memory — MCP server for AI agent memory that learns from feedback.

doc-drift-guard — CLI to verify Python imports in markdown docs still exist in source code.

Python • TypeScript • CLI tools • LLM integrations