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Felix Tay ·

The engineering behind NLC Skills

Today we added a new page to the NLC site: the Skills Map.

It is an interactive map that gives people a glimpse of our NLC Skill Shelf.

Choose a family, move into a skill, and see what it does, what supports it, and where it leads.

Some NLC users have asked for a cheat sheet. That made the limitation of a list clear.

A list can tell you what exists. It cannot show you how the pieces fit together.

NLC currently has 280 navigable pieces in its Skill Shelf:

• 19 families

• 174 named skills

• 87 routes

A system this large cannot be thrown together haphazardly. I have spent a long time engineering it so the parts do not contradict or overlap with one another.

We find and curate strong skills from across the ecosystem, then engineer them into one cohesive system. That gives an NLC agent a clearer way to choose the right method for the work in front of it, rather than relying on generic instructions.

Many people I meet are proud of the number of AI skills they have. I understand the appeal. A large number signals ambition.

For us, the number is a responsibility.

At this scale, vague boundaries become real failures.

• Two skills can claim the same job.

• A useful capability can sit in the wrong place.

• An agent can see several plausible instructions and start guessing.

Our standard is demanding.

Each skill needs a precise responsibility, a home in the right family, and a clear relationship with the skills around it. When work needs a more specific method, the Shelf supplies a route.

The new map makes that structure visible.

It shows the 19 families, the named skills beneath them, and the routes that connect the work. Behind the visible map, the Shelf records operating steps, supporting references, dependencies, completion conditions, and declared overlaps.

The current catalog records 453 explicit relationships between its pieces.

Explore it here:

https://nexlevelcode.com/skills

The map is connected to the live Skill Shelf, so it changes as the Shelf changes.

FELIX

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