Design agent tools and CLI surfaces—schemas, naming, errors, idempotency, and discoverability for LLM callers. Use when defining tools for agents, SDKs, or AI-native CLIs.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
search_issues, create_draft_pr (not doStuff).{ "code": "NOT_FOUND", "message": "..." }.| Operation | Pattern |
|---|---|
| Read | Safe to retry |
| Create | Idempotency key or dedupe by natural key |
| Update | Version or ETag when concurrent edits possible |
| Delete | Soft delete or two-step confirm in description |
--json for machine output; stable field names.--dry-run for mutating commands.mcp-builder for MCP-specific packaging; agent-evaluation for measuring tool accuracy.
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"Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. Use this skill when the user needs to choose a bidding strategy, set up automated bidding, or optimize bid parameters — even if they say 'what bidding strategy should I use', 'target CPA setup', or 'smart bidding configuration'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
"Optimize advertising budget allocation across campaigns using marginal returns analysis. Use this skill when the user needs to distribute budget across multiple campaigns, optimize spend pacing, or maximize overall ROAS under budget constraints — even if they say 'how to split my ad budget', 'campaign budget optimization', or 'diminishing returns on ad spend'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
"Build CTR prediction models for estimating ad click-through rates from features. Use this skill when the user needs to predict click probability, build an ad ranking model, or evaluate ad creative performance — even if they say 'predict click rate', 'ad relevance scoring', or 'which ad will get more clicks'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
"Implement Generalized Second Price auction for ad slot allocation and pricing. Use this skill when the user needs to understand search ad auctions, compute ad positions and costs-per-click, or analyze bidding dynamics — even if they say 'how does Google Ads auction work', 'ad rank calculation', or 'second price auction for ads'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
"Implement VCG mechanism for incentive-compatible ad slot allocation with truthful bidding. Use this skill when the user needs to design a truthful auction mechanism, compute externality-based payments, or understand why platforms may prefer GSP over VCG — even if they say 'truthful auction design', 'VCG payments', or 'incentive-compatible mechanism'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
"Explain blockchain fundamentals including distributed ledger architecture, consensus mechanisms, and block structure. Use this skill when the user needs to understand blockchain concepts, evaluate whether blockchain fits a use case, or design a blockchain-based solution — even if they say 'how does blockchain work', 'do I need blockchain', or 'distributed ledger'.".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.