Private beta

Know when your agent needs another Skill.

SkillNeed Model is being built to make one decision: whether another reusable Skill would materially improve the work, and which one is worth loading.

The Skill ships first. Model access and performance claims wait for real beta evidence.

Available first

SkillNeed Skill

A public, inspectable workflow that checks what the agent already has, searches GetEdge only when specialist procedure would help, and returns at most one exact recommendation.

Open the Skill →

In development

SkillNeed Model

A hosted decision layer intended to make Skill selection fast enough for every agent request, without forcing users to browse a catalog or learn package names.

01Already covered
02No extra Skill needed
03Load one exact Skill
04Ask for missing context

SkillNeed Model

Help shape the private beta.

Tell us where Skill selection currently breaks down. We will invite a small group to test inference, latency, and recommendation quality before any public model release.

This is a waitlist, not public model access. We are not claiming released weights, a public API, or benchmarked model performance yet.

Only beta access and essential SkillNeed updates. No model is installed by joining.