Strategic Compactv1.0.1

A software team working on a complex feature over multiple days uses strategic compact to manage the AI assistant's context window. They compact after each major phase (design, implementation, testing) to maintain clarity and avoid loss of important context.

A research analyst uses the AI to gather information from multiple sources, then compacts the context after the research phase to begin writing a comprehensive report. This ensures the AI focuses on the report without being bogged down by earlier raw data.

A support engineer uses the AI to debug a production issue. After identifying the root cause and committing a fix, they compact to clear the debugging context and shift to implementing a permanent solution or documenting the process.

An author writing a novel uses the AI to brainstorm plot ideas, then compacts the context before drafting a chapter to avoid mixing brainstorming and writing modes. This helps maintain a consistent tone and narrative voice.

An agency that uses AI tools to build custom software for clients. They charge per project, leveraging AI to increase efficiency and reduce time-to-market.

Consultants who specialize in helping businesses integrate AI into their workflows. They offer strategic advice and implementation support, often charging hourly or retainer fees.

A SaaS platform that uses AI to generate long-form content for marketing, reports, or technical documentation. They charge a subscription fee based on usage or features.