Premium skill pack

Measured agent improvements without behavior regression

Optimize AI SDK Agent inspects the agent you already have, fixes a small high-value set, and proves the result with comparable before and after evidence.

Install with Premium

Outcomes

Safer types and current APIs
Align installed AI SDK APIs and infer tools, messages, context, and outputs from authoritative schemas.
Controlled tools and loops
Narrow tool surfaces, make fixed logic deterministic, and prove explicit budgets and terminal behavior.
Faster useful output, lower cost
Remove measured waterfalls, buffering, repeated context, and oversized model-facing tool results.
Reliable production behavior
Preserve approvals and tenancy while improving cancellation, timeouts, recovery, and privacy-safe measurement.
One evidence loop
Every retained change connects a measured bottleneck to a hypothesis, regression guard, and comparable result.
  1. 1

    Establish a trustworthy baseline from the installed agent, tests, traces, and package versions.

  2. 2

    Protect critical behavior, approvals, tenancy, side effects, quality, and public contracts.

  3. 3

    Rank repository-grounded opportunities by impact, evidence, confidence, risk, and effort.

  4. 4

    Implement small slices, compare like for like, and keep only measured wins.

Keep only improvements the evidence supports

Available to Premium individual and Premium team members through a short-lived, skill-bound install command.

Open Premium install