Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent systems built on ADK. Authoritative source: adk.dev.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Review gate for correctness, reuse, and simplification. Produces a structured verdict with actionable findings. Trigger on any PR before merge, or on any agent-generated code before it is committed.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Receipts, not polish. A review that says "looks good" is not a review. A review that says "line 47 will panic on a nil pointer and here is the fix" is a review.
This skill runs a structured code review and produces a verdict: PASS or FAIL. Every finding is actionable. No findings without evidence.
release-readiness checklistScope the review — fetch the diff. Identify:
Correctness pass — look for bugs, not style:
Reuse pass — look for duplication:
Simplification pass — look for unnecessary complexity:
Security and data boundary pass — look for:
Classify findings:
Produce the verdict:
The independent review must include an adversarial subagent activity: attempt to refute requirement acceptance, exercise failure/recovery assumptions and identify tests that miss the real user path. One fresh reviewer may cover these lenses; extra agents are not a quota. Give it requirement links and the exact candidate, not the author's desired verdict.
The writer never approves its own work. Use a fresh, read-only reviewer context on a permitted host and retain a substantive verdict bound to the exact candidate. A provider change is optional and never grants authority. Missing review is incomplete.
Read independent Council review before dispatch or when a review loop stalls. It separates the shared contract, host adapters and local subscription policy, preserves unresolved findings across reviewers, and defines bounded escalation. It also documents the optional fail-closed local receipt helper.
See also: REFERENCE.md for a quick lookup of common patterns and their preferred alternatives.
아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent systems built on ADK. Authoritative source: adk.dev.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
JP's signature red-team pass — "how would I break this?" Argue against your own approach before proceeding. Trigger on any high-stakes decision, architecture choice, or before marking work complete.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Read-only SRE checkup of any GCP project: deterministic probes of the edge, Cloud Run services, 7-day error logs, Cloud Scheduler, alert policies and uptime checks, Secret Manager and IAM, the data stores and the machine's own scheduled jobs, audited into one fixed status table (LIVE / WARNING / RED / INCONCLUSIVE) with evidence, findings by severity, what could not be checked, and a single OVERALL line delivered as one notification. Parametrised by a per-project manifest, so the same routine runs on every project. Use when the operator says "cloud checkup", "SRE check", "is everything live", "what's healthy / warning / red", "any errors this week", "audit the infra", "weekly checkup", "set up the weekly checkup", before a deploy or demo, or after an incident. Cloud Run first; App Engine and GKE differ only in the serving probes.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Cloud guardrails for any vendor workload — Google Cloud (GCP, Vertex AI, GKE), AWS (IAM, EKS, Bedrock), Azure (Entra ID, Policy, AKS), Alibaba Cloud (RAM, mainland/international residency). Enforces identity least-privilege, mechanical policy, data boundaries, residency, cost caps, network egress and observability, with official-source validation before any claim. Trigger on any cloud infrastructure design, review, Terraform plan, or LLM/agent deployment; the-architect routes here.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
LLM and cloud cost awareness — model tiering, token budgets, right-sizing, and when a cheaper model suffices. Trigger before finalising any architecture that calls LLMs, before scaling a workload, or when a cost estimate is needed.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Challenge vision alignment, value, cost, risk and operating ownership at material scope or release decisions.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.