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From prompt-architecture
Specifies constraints for AI prompts on output format, length, tone, content boundaries, and quality to ensure predictable, consistent responses.
How this skill is triggered — by the user, by Claude, or both
Slash command
/prompt-architecture:constraint-specificationThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Constraints are the rules that shape AI output — what format to use, how long to be, what to include, what to exclude. Well-specified constraints produce predictable, useful outputs. Vague constraints produce inconsistent results.
Constraints are the rules that shape AI output — what format to use, how long to be, what to include, what to exclude. Well-specified constraints produce predictable, useful outputs. Vague constraints produce inconsistent results.
Format constraints:
Constraints interact and can conflict:
npx claudepluginhub owl-listener/ai-design-skills --plugin prompt-architectureTechniques and templates for creating optimal prompts following Anthropic conventions
Transforms vague prompts into structured, constraint-aware prompts with explicit roles, task decomposition, output formats, and quality checks. Use for inconsistent outputs or when prompt improvement is needed.
Guides structured prompt design for LLMs: role, context, task, format, constraints. Useful when outputs are inconsistent, too long, off-format, or incorrect.