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.
Install
Install with skills CLIPremium skills install through a short-lived private link.
$ npx skills add … --skill optimize-ai-sdk-agentOpen Premium install
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Filesystem
Browse the authored file tree — tools, references, and evals included. Source unlocks with Premium.
SKILL.mdmarkdownUnlock skill source
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Use this when
- 01An agent that works, with traces that show a bottleneck you can name.
- 02Prompt or tool changes you want to keep only if the same checks still pass.
- 03A waterfall, oversized tool result, or stale API you can measure.
- 04A change that might help — and a way to revert it if it does not.
What you get
- Current APIs and types
- Align installed AI SDK APIs. Infer tools and messages from schemas.
- Controlled tools and loops
- Narrow tool surfaces. Make fixed logic deterministic.
- Faster, cheaper output
- Cut waterfalls, buffering, repeated context, and oversized tool results.
- Reliable production behavior
- Keep approvals and tenancy while improving timeouts and recovery.
Unlock the files
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
- InstructWrite Prompt ContractsAgents that pick the wrong tool or narrate a plan instead of acting
- Chat UIBetter Chat UIBuilding or reviewing the conversation surface
- Generative UIBetter Generative UITurning model output into interactive product UI
- PrototypeTest UI VariantsSurfaces where one polished mock would hide the real choice
- 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