Ai Standards Python Packages

prompt-decorators

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.

iflow-mcp-synaptiai-prompt-decorators

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.

pawbench

PawBench - 4-dimensional LLM inference benchmark. Multi-turn, multi-agent, parallel dispatch with tool calling. Inspired by Lola (@_justlolathings).