Dynamic expertise profiling through historical prompt-driven refinement interactions

A computer system, the computer system comprising:

• one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage medium, and program instructions stored on at least one of the one or more computer-readable tangible storage medium for execution by at least one of the one or more processors via at least one of the one or more computer-readable memories, wherein the computer system is capable of performing a method comprising:
• receiving historical prompts submitted by one or more users;
• extracting one or more features from the historical prompts based on one or more executed actions;
• generating one or more metrics for the historical prompts based on the extracted one or more features;
• ranking the one or more users based on the generated one or more metrics;
• creating one or more pairs of matched users based on the ranking;
• and
• executing a validation workflow for the one or more pairs of matched users.

A computer program product, the computer program product comprising:

• one or more computer-readable tangible storage medium and program instructions stored on at least one of the one or more computer-readable tangible storage medium, the program instructions executable by a processor capable of performing a method, the method comprising:
• receiving historical prompts submitted by one or more users;
• extracting one or more features from the historical prompts based on one or more executed actions;
• generating one or more metrics for the historical prompts based on the extracted one or more features;
• ranking the one or more users based on the generated one or more metrics;
• creating one or more pairs of matched users based on the ranking;
• and
• executing a validation workflow for the one or more pairs of matched users.