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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. a different approach to compaction

    A user has developed a method to improve Claude's context window management by creating a tool that recompiles conversation history. This approach aims to preserve user turns and essential system context, preventing the loss of critical information that often occurs with Claude's automatic summarization. The user reports successful preservation of coherence and design decisions even after multiple re-compaction cycles, enabling longer and more productive sessions. AI

    IMPACT This user-developed tool offers a potential workaround for context window limitations, enabling more sustained and coherent interactions with large language models.