Safer types and current APIs
Align installed AI SDK APIs and infer tools, messages, context, and outputs from authoritative schemas.
Premium skill
Improve an AI SDK agent, then prove it didn’t regress
Baselines the existing agent, tests focused changes, reruns the same checks, and keeps only improvements supported by comparable results. Unhelpful changes can be rejected or reverted.
- Plan
- Premium
- Access
- Gated
- Install
- Tokenized
- Authored files
- 9
Install
Install with skills CLIPremium skills install through a short-lived private link.
$ npx skills add … --skill optimize-ai-sdk-agentOpen Premium install
Sign in with Premium to generate a fresh install link.
Filesystem
Browse the authored file tree — tools, references, and evals included. Source unlocks with Premium.
SKILL.mdmarkdownUnlock skill source
Browse every authored SKILL.md with premium.
File tree for optimize-ai-sdk-agent stays visible so you can see the pack before unlocking.
What you get
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.
Establish a trustworthy baseline from the installed agent, tests, traces, and package versions.
Protect critical behavior, approvals, tenancy, side effects, quality, and public contracts.
Rank repository-grounded opportunities by impact, evidence, confidence, risk, and effort.
Implement small slices, compare like for like, and keep only measured wins.
Keep only improvements the evidence supports
Available with Premium. The private install link expires; the downloaded skill does not. Generate a fresh link when you want to update it.
Other Premium skills
Lifecycle skills and UI craft skills
- PlanPlan AI SDK AgentBefore you write agent code
- BuildAISDK AgentsImplementing agents, chat apps, and streaming UIs
- EvaluateBuild AI SDK Agent EvalsProtecting critical agent journeys before you optimize
- ObserveObserve AI SDK AgentDebugging and attributing agent behavior in production
- InstructWrite Agent PromptsAgents that ignore instructions or run on folklore prompts
- Chat UIBetter Chat UIBuilding or reviewing the conversation surface
- Generative UIBetter Generative UITurning model output into interactive product UI
- IngestIngest Messy DocumentsPDF, scan, and table-heavy corpora feeding RAG or extraction
- GroundGround AI SDK AgentMaking an agent answer from your data with proof
- MemoryAgent MemoryAgents that should remember users across sessions
- ExposeBuild MCP ServerMaking your product agent-accessible
- ExtractExtract Structured DataInvoices, resumes, contracts, forms, and free text to typed data
- ShipShip AI SDK on CloudflareGetting an AI SDK agent into production on Cloudflare
- ShipShip AI SDK on AWSGetting an AI SDK agent into production on AWS
- MobileAI SDK on MobileShipping AI SDK chat in an Expo or React Native app
- MigrateMigrate to AI SDKLeaving LangChain, the Assistants API, or hand-rolled LLM code