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.
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 Materials Needed
- • Computer with internet access
- • Basic command line knowledge
- • Text editor
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