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1. iron-thread iron-thread Public

   Iron-Thread is an open-source middleware checkpoint between AI and your database. It intercepts outputs to run strict structural diagnostics. If validation fails, it automatically forces the AI to …

   Python 4 2

2. test-thread test-thread Public

   "pytest for AI agents." Open-source testing framework. Define what your agent should do. Run it. Get pass/fail results with AI diagnosis. Tests whether your agent behaves correctly across runs

   Python 3

3. infinite-conversation-architecture infinite-conversation-architecture Public

   A system architecture proposal for infinite AI conversation continuity, solving the context window limit through a five-component memory framework: sliding hot window, conversation graph, state doc…

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4. prompt-thread prompt-thread Public

   Git for prompts + performance data. Let me think about the architecture quickly before giving the first instruction. Core entities: Prompt - a named prompt (like a repo) PromptVersion - each commit…

   Python