What it does
Errors, recent context and document boundaries receive special protection, and archived originals remain available for recovery.
Agent tooling
Filters oversized Bash output into verbatim chunks before Claude Code or Codex has to read it.
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Errors, recent context and document boundaries receive special protection, and archived originals remain available for recovery.
A developer can adapt the source code to filter long text streams in your app. The provided code divides large computer output into smaller pieces. It uses an access key to connect to TypeSafe, an outside AI service. TypeSafe reads the recent history and the current task to judge the text.
For each piece of text, the code asks the service if any line must stay. If the service says yes, those lines are saved. You could use this method to shrink long search results. However, the filter might accidentally remove details that your app actually needs.