Re (1) use a TODOs system like Claude code. Re (2) also fairly easy! It's just a summarization prompt. E.g. this is the one we use in our agent: https://github

Re (1) use a TODOs system like Claude code. Re (2) also fairly easy! It's just a summarization prompt. E.g. this is the one we use in our agent: https://github.com/HolmesGPT/holmesgpt/blob/62c3898e4efae69b4262f4d75e3f8943507278a2/holmes/plugins/prompts/conversation_history_compaction.jinja2#L4 https://github.com/HolmesGPT/holmesgpt/blob/62c3898e4efae69b... Or just use the Claude Code SDK that does this all for you! (You can also use various provider-specific features for 2 like automatic compaction on OpenAI responses endpoint.)