PROJECT WORKSHEET

Focus.AI Labs Workshop Series

UNCLASSIFIED
Est. Time
10 min
Published
March 16, 2025

Extracting requirements

What You'll Build

Need to understand all the requirements hidden in a codebase? This technique shows how to use LLMs to compile comprehensive specifications from repository analysis for immediate development use.

Extracting requirements

In either of these sessions, we can ask the llm to reverse engineer the repo into a specifictation:

can you compile our findings into a comprehensive, 
developer-ready specification? Include all relevant 
requirements, architecture choices, data handling 
details, error handling strategies, and a testing 
plan so a developer can immediately begin implementation.

That cost 50 cents.

> /cost
  ⎿  Total cost:            $0.51
     Total duration (API):  2m 36.6s
     Total duration (wall): 16m 32.2s
     Total code changes:    43 lines added, 0 lines removed

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