Research Briefv1.0.0

An analyst needs to produce a competitive landscape report for a new product feature. Using the research brief protocol, the analyst writes a stub file first, then incrementally updates it with findings from each search, ensuring the final report is saved even if a context window limit is reached.

A PhD student conducts a literature review for a dissertation. The protocol prevents loss of accumulated notes by establishing a file immediately, allowing the student to add citations and summaries section by section, reducing risk of losing work during extended database searches.

A financial analyst gathers data on multiple companies for an investment recommendation. With the research brief pattern, the analyst writes the report skeleton first and fills in each company's financials as they go, mitigating the risk of losing critical data from time-sensitive sources.

A consultant researches healthcare policies to advise a hospital on regulatory changes. By writing the stub first, the consultant builds the policy brief iteratively, ensuring the key findings are captured even during lengthy web research sessions.

A marketing professional researches trend data and audience insights to create a content strategy document. The protocol helps maintain progress by saving each new insight directly into the document, avoiding data loss from sudden API interruptions.

A software-as-a-service product that integrates research management and file-writing automation. Revenue is generated through monthly or annual subscription fees.

A browser or IDE extension that monitors research workflows and automatically creates stub files. Basic features are free, while advanced analytics and cloud sync require a premium plan.

Consulting firm that trains teams on implementing progressive research protocols and integrates them into existing AI agent workflows. Revenue comes from service fees and training workshops.