AI Skill Pack
An AI Skill Pack is a bundle of playbooks, prompts, tools, and evaluations that gives an AI company new domain-specific capabilities in one install.
In plain English
A Skill Pack is how a generic AI company learns a specific trade. It packages everything the product needs for a domain — the playbooks that describe the work, the system prompts tuned to that voice, the tools that connect to that industry's APIs, and the evaluators that judge quality by its standards. Install the pack, and the AI company now knows how to be a marketing agency, a real-estate assistant, a fitness coach's back office.
The point of packaging is replaceability. The orchestration layer stays the same — same CEO agent, same specialists, same UI. What changes is the applied knowledge. Skill Packs let a small core team build the operating system once and let a wider community build the applications.
Why it matters for Black Box
Black Box's long-term moat is the Skill Pack ecosystem. The engine is ours; the verticals are built by builders who know them. A coach installs the coaching pack. A restaurant owner installs the restaurants pack. The product ships a set of first-party packs that cover the common wedges.
Examples
- A "newsletter author" pack with research, drafting, and sponsor-outreach playbooks.
- A "real-estate investor" pack with comps analysis, lead scraping, and deal-memo templates.
- A "SaaS founder" pack with churn analysis, onboarding sequences, and changelog automation.