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1. langgraph-agentic-scaffold langgraph-agentic-scaffold Public

   A functional cargo cult MoE Open Core agentic specialist scaffold for building emergent systems with LangGraph.

   Python 10 1

2. frontier-advisor frontier-advisor Public

   Infrastructure for a 90:10 local-to-frontier ratio. Consult frontier AI when local models need help.

   Python

3. prompt-prix prompt-prix Public

   Audit local LLM function calling and agentic reliability. Visual tool-use benchmarking for quantized models on YOUR hardware.

   Python

4. semantic-forge semantic-forge Public

   Generate synthetic training data that reinforces healthy model behaviors through embedding structural diversity rather than punishment-based alignment.

   Python

5. semantic-kinematics-mcp semantic-kinematics-mcp Public

   MCP server + toolkit for the geometry of meaning — semantic drift, trajectory dynamics, and axis-alignment analysis over text embeddings (NV-Embed-v2 / GGUF backends).

   Python

6. llauncher llauncher Public

   llama-server model endpoint manager with JiT swapping with human UI, MCP and pi extension support.

   Python 2