Any task that takes an input and produces an output should run in a clean thread. Period. This applies to every analysis tool, content generator, or structured output workflow we use, such as competitive intelligence scans, content analysis, summarization, SEO audits or content repurposing pipelines. They’re all fresh-thread candidates. If the task is self-contained, it does not belong inside an existing conversation. The key habit is saving your work to a file before switching contexts.