profile-builder

Profile Builder generates a Master Briefing and per-skill PROFILE.md files to enforce brand-consistent outputs across your AI workforce. It anchors all skills by capturing your identity, audience, voice, perspective, and guardrails.

To create a master briefing, you input your brand identity, audience, voice, perspective, frameworks, and guardrails. The system validates completeness and saves the Master Briefing to a designated path for future reference.

Yes, you can import notes, brand guidelines, or existing content to extract voice and context. This imported data feeds directly into generating customized skill profiles that match your specific brand requirements.

Profile Builder runs validation quality checks to ensure completeness and coherence across all generated profiles. This verifies that your Master Briefing and individual skill profiles align properly without missing or conflicting brand elements.

Before generating per-skill profiles, you must run the profile-builder setup to create your Master Briefing. This establishes the foundational identity, audience, voice, and guardrails required to tailor individual skills.

Use a Master Briefing to anchor your overall identity, audience, and guardrails globally across all skills. Generate individual skill profiles when you need to customize specific skills to match detailed workflows and brand voice variations.