Prompts for LLMs
AI SDLC prompts combine goal, context, input artifact, output template, transformation rules and validation criteria.
A strong prompt is not a short command. It is a structured task package for the LLM. AI SDLC turns artifacts into prompt packages for tools like Cursor, Codex and Claude Code.
Prompt structure
- 1Role and goal
- 2Input artifact
- 3Project context
- 4Output template
- 5Transformation rules
- 6Quality checks
- 7Expected format
This structure improves code generation because the AI receives full context and clear acceptance criteria instead of guessing from one sentence.
LLM-SEO note
Clear prompts and clear artifacts make product knowledge easier for LLMs to retrieve, summarize and reuse correctly.
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