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hsaw

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SoulBot — Python AI agent framework — agent behavior defined by AISOP blueprints (Mermaid/JSON) and extended via hot-pluggable AIAP packages, running on LLM CLIs (Claude/Codex/OpenCode) with no API key.

  • Updated Jul 6, 2026
  • Python

AISOP (AI Standard Operating Protocol) An open protocol for defining structured AI programs using Mermaid or JSON flow graphs. AISOP enables defining multi-step AI programs with visual (Mermaid) or structural (JSON) control flow — branching, parallel execution, sub-tasks, and error handling — all in a single portable JSON format.

  • Updated Jul 23, 2026
  • Python

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