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cloud-armor-crs-rule-upgrader

Google Cloud Armor WAF 규칙을 OWASP CRS 3.0 또는 3.3에서 4.22로 업그레이드합니다. 규칙 표현식과 제외 항목을 변환하고 트래픽 영향을 분류하며, 바로 적용하거나 미리보기 규칙과 로그로 먼저 확인할 수 있습니다.

원문원문 설명 보기

Upgrades Google Cloud Armor security policies from OWASP CRS 3.0 and 3.3 to OWASP CRS 4.22. Preserves signature opt-in and opt-out lists, translates evaluatePreconfiguredExpr to native evaluatePreconfiguredWaf dictionary parameters, remaps signature IDs to v042200, drops retired signature IDs, and updates structured preconfiguredWafConfig fine-tuning exclusions. Evaluates operational risk (High Breaking Change, Medium Attention Required, Low Clean Upgrade) including Method Enforcement breaking changes (PUT/PATCH/DELETE blocking) and sensitivity coverage expansions. Supports both in-place rule upgrades and smooth preview mode deployments with priority spacing and a 200-rule quota guardrail. Use when a user or agent needs to audit, upgrade, or transition Cloud Armor WAF rules to CRS 4.22. Don't use for non-WAF Cloud Armor rules (IP rate-limiting, geo-blocking, reCAPTCHA) or AWS/Azure WAF migrations.

google/skills스타 21,674(GitHub 21,674 + cccskills 0)

실행 점수 미검증

설치 방법 보기

이럴 때 유용합니다

  • 이전 CRS 규칙이 남은 정책을 점검할 때
  • 업그레이드가 트래픽에 미칠 영향을 확인할 때
  • CRS 4.22 업그레이드 명령을 만들 때
  • 로그에서 미리보기 결과를 확인할 때

한국어 소개

할 수 있는 일

이 스킬은 Google Cloud Armor 웹 애플리케이션 방화벽(WAF)에서 OWASP CRS 3.0 또는 3.3을 사용하는 규칙을 살펴보고 CRS 4.22용으로 변환합니다. 규칙 집합 이름, 표현식, 서명 ID, preconfiguredWafConfig 제외 항목을 갱신하고 폐기된 서명을 제거합니다. 규칙별 영향을 높음, 중간, 낮음으로 분류하며 서명 적용 범위 확대와 HTTP 메서드 처리 같은 운영상 주의점도 안내합니다. 함께 제공되는 Python CLI로 정책 JSON을 처리해 보고서나 gcloud 명령을 만들 수 있습니다. 기존 규칙을 바로 교체하거나 미리보기 규칙을 추가해 로그를 확인한 뒤 적용할 수 있습니다.

이럴 때 유용합니다

이전 CRS 규칙이 남아 있는 정책을 점검하고 마이그레이션 전에 예상되는 영향을 파악할 때 유용합니다. 규칙을 적용하기 전에 미리보기 결과를 로그로 확인하려는 경우에도 사용할 수 있습니다. IP 제한이나 속도 제한처럼 WAF 이외의 Cloud Armor 규칙을 마이그레이션하는 용도는 아닙니다.

사용 예시

  • “이 정책에 CRS 3.0 규칙이 있는지 확인하고 영향을 분류해 주세요.”
  • “이 정책을 CRS 4.22로 옮기는 명령을 만들어 주세요.”
  • “미리보기 규칙을 준비하고 확인할 로그를 알려 주세요.”

주의 사항

실제 정책을 조회하거나 변경하려면 Google Cloud CLI, 설정과 인증이 완료된 대상 프로젝트, Compute Engine API가 필요합니다. 읽기 전용 감사에는 roles/compute.securityViewer, 변경에는 roles/compute.securityAdmin이 필요합니다. 미리보기 로그 확인에는 Cloud Logging API와 roles/logging.viewer가 필요합니다. CRS 4.22의 Method Enforcement는 PUT, PATCH, DELETE를 차단하므로 적용 전에 영향을 확인해야 합니다.

이 소개문은 공개된 SKILL.md를 바탕으로 AI(OpenAI Codex)가 작성했습니다. 정확한 사양은 아래 원문을 확인하세요.

문서 점검

AI가 SKILL.md의 내용에서 주의가 필요한 작업과 도입 전제를 확인했습니다. 점수는 실제로 실행한 결과(실행 검증)만으로 매깁니다.

안전성전송·삭제·명령 실행 등을 명시하고 있는가
B일부 부족방식 확인과 로그 검증을 안내하지만 정책 변경과 임시 규칙 삭제도 다룹니다.
도입의 용이성필요한 도구나 API 키가 적고 적혀 있는가
B일부 부족CLI, API 활성화, 결제, 인증, IAM 역할이 필요하며 설정 명령도 제공됩니다.

점수에는 넣지 않았습니다. 2026년 10월 28일 기준으로 AI(OpenAI Codex)가 판정했습니다. 참고용이므로 설치 전에 원문도 확인해 주세요.

평가가 다르다고 생각되면 재검토를 요청하기

어느 항목이 왜 다르다고 생각하는지 적어 주세요. 로그인은 필요 없습니다. SKILL.md와 대조해 평가를 다시 만들고 이곳에 반영합니다.

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포함된 파일(7)

  • SKILL.md21.3 KB
  • references/attribution.md1.9 KB
  • references/contributing.md4.3 KB
  • references/fine_tuning_and_cel.md6.7 KB
  • references/gcloud_recipes.md8.2 KB
  • references/ruleset_mappings.md11.8 KB
  • scripts/upgrade_policy.py35.0 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Cloud Armor OWASP Rule Upgrader (CRS 3.0/3.3 -> 4.22)

<!-- disableFinding(LINE_OVER_80) -->

This skill guides Network Security Agents and Google Cloud practitioners through auditing, assessing, and upgrading Google Cloud Armor security policies from legacy OWASP Core Rule Set (CRS) 3.0 or 3.3 to OWASP CRS 4.22.

Usage Attribution

MUST READ: Before executing any gcloud, REST API, or MCP command, you MUST read and follow the instructions in Usage Attribution.


Prerequisites and Environment Setup

Before auditing or modifying Google Cloud Armor security policies, ensure the following prerequisites are met:

  1. Google Cloud SDK: Install or update the Google Cloud CLI (gcloud).

  2. Project Selection and Active Billing: Select your target Google Cloud project and verify that an active billing account is attached:

    gcloud config set project PROJECT_ID
    gcloud billing projects describe PROJECT_ID --format="value(billingEnabled)"
    
  3. API Enablement: Enable the Compute Engine API (for Cloud Armor security policies) and Cloud Logging API (for preview mode telemetry):

    gcloud services enable compute.googleapis.com logging.googleapis.com
    
  4. Authentication:

    • Interactive CLI: gcloud auth login
    • Application Default Credentials (ADC): gcloud auth application-default login
    • Service Accounts: Set GOOGLE_APPLICATION_CREDENTIALS="/path/to/service-account-key.json".
  5. Required IAM Roles:

    • roles/compute.securityAdmin: Required to create, update, delete, or import Cloud Armor security policies and rules (use roles/compute.securityViewer for read-only policy audits).
    • roles/logging.viewer: Required to inspect HTTP load balancer preview telemetry in Cloud Logging.
  6. Scope and Regional Availability:

    • Cloud Armor security policies can be Global (default for global external Application Load Balancers) or Regional (for regional external Application Load Balancers, for example, --region=us-central1; set a default region via gcloud config set compute/region us-central1). See Google Cloud Locations for regional availability.
  7. Pricing and Resource Cleanup:

    • Cloud Armor incurs charges per security policy, per rule, and per million requests depending on your tier (Standard vs. Enterprise); check Google Cloud Armor Pricing for current rates.
    • Teardown / Cleanup: Always delete temporary --preview rules (gcloud compute security-policies rules delete PREVIEW_PRIORITY --security-policy="POLICY_NAME") or standalone test policies (gcloud compute security-policies delete TEST_POLICY_NAME) after cutover to avoid leaving orphan rules that consume policy quota or incur recurring rule charges.

Quick Start and CLI Helper

For automated, deterministic parsing, signature remapping, and preview-mode priority allocation, invoke the bundled standalone Python CLI:

# In-Place Upgrade (Report Summary)
python3 scripts/upgrade_policy.py /path/to/policy.json --mode=in-place --format=report

# In-Place Upgrade (Output gcloud commands)
python3 scripts/upgrade_policy.py /path/to/policy.json --mode=in-place --format=gcloud

# Preview Mode Upgrade (Generates preview rules at priority - 5)
python3 scripts/upgrade_policy.py /path/to/policy.json --mode=preview --format=gcloud

# Direct stdin piping from gcloud describe
gcloud compute security-policies describe POLICY_NAME --format=json | \
  python3 scripts/upgrade_policy.py - --mode=preview --format=json

See gcloud_recipes.md for full command workflows.

Core Upgrade Workflow for Network Security Agent

[!IMPORTANT] Mandatory Agent Response Behaviors: 1. Explain Both Upgrade Modes: Whenever discussing an upgrade (even if the user asks specifically about Preview Mode or In-Place), ALWAYS explain BOTH In-Place Upgrade (direct in-situ rule replacement, immediate enforcement, zero extra quota) and Preview Mode (preview rules deployed at lower numeric priority numbers with preview = true, zero risk of blocking traffic, allows telemetry inspection in Cloud Logging before cutover). 2. Handling Policy Audit Inquiries: When asked to audit or inspect a policy (such as 'ecommerce-waf'), if policy JSON is not provided or gcloud describe cannot reach Google Cloud resources, immediately provide the gcloud compute security-policies describe POLICY_NAME --format=json command and guide the user through the audit checks: - Check for legacy OWASP 3.0 / 3.3 rulesets (sqli-stable, xss-stable, rce-stable, methodenforcement-stable, or evaluatePreconfiguredExpr). - Report in-scope WAF rules versus pass-through custom rules (such as IP allowlists SRC_IPS_V1, rate limiting, or default rules priority: 2147483647). - Highlight signature count expansions under CRS 4.22 (for example, RCE expanding from 11/15 to 44 signatures; SQLi expanding to 60 signatures).

When interacting with a customer to upgrade a Cloud Armor security policy, execute this 5-step workflow:

  1. Discover and Fetch: Identify the target security policy and fetch its JSON definition.
  2. Audit and Classify Risk: Inspect rules, signature count expansions, and operational risk levels.
  3. Confirm Mode and Method Risk: Align with the customer on Preview Mode versus In-Place Upgrade, method enforcement risk, and quota or priority constraints.
  4. Transform Rules: Translate ruleset names, CEL expressions, signature IDs, and preconfiguredWafConfig exclusions to CRS 4.22.
  5. Execute and Verify: Apply the upgrade via gcloud and verify telemetry in Cloud Logging.

Step 1: Policy Discovery and Ingestion

  1. Identify the target security policy name and Google Cloud project.

  2. Fetch the current policy definition via gcloud:

    gcloud compute security-policies describe POLICY_NAME --project=PROJECT_ID --format="json"
    

    If policy JSON is not provided or executing in conversational mode, provide the gcloud describe command and outline the audit criteria below.

  3. Inspect the rules list:

    • Identify in-scope WAF rules: calls to evaluatePreconfiguredWaf or evaluatePreconfiguredExpr using legacy 3.0 / 3.3 rulesets (sqli-stable, xss-stable, rce-stable, methodenforcement-stable, etc.).
    • Identify out-of-scope rules: pass-through custom rules (such as pure IP allowlists SRC_IPS_V1, rate limiting, header matches without WAF calls, or default rules priority: 2147483647). Pass these through unchanged.
    • Highlight signature coverage expansions (for example, RCE expanding from 11/15 to 44 signatures; SQLi expanding to 60 signatures in CRS 4.22).

Step 2: Audit and Risk Classification

Evaluate each in-scope rule against standard operational risk categories:

Risk LevelImpact CategoryCriteria and Recommended Action
🔴 High RiskBreaking ChangeImmediate risk of blocking
: : : legitimate production traffic :
: : : upon cutover. Example: :
: : : methodenforcement-v422-stable :
: : : only permits GET, HEAD, :
: : : POST, OPTIONS, and **blocks :
: : : PUT, PATCH, DELETE** :
: : : requests. Requires customer :
: : : confirmation and API :
: : : path/signature exemptions. :
🟡 Medium RiskAttention RequiredBehavioral shifts that should
: : : be validated in Preview Mode :
: : : before enforcement:<br>• :
: : : Coverage Expansion: :
: : : Sensitivity level 4 activates :
: : : significantly more signatures :
: : : (for example, RCE expands from :
: : : 11/15 to 44 signatures; SQLi :
: : : expands to 60 signatures).<br>• :
: : : Deprecated Exemption Lost: :
: : : Legacy rule opted out of any of :
: : : the 15 retired CRS 3.0/3.3 IDs :
: : : (981172, 981173, 980130, :
: : : 949110; SQLi: 942110; :
: : : RCE: 932100, 932105, :
: : : 932106, 932110, 932115, :
: : : 932150; Scanner Detection: :
: : : 913101, 913102, 913110, :
: : : 913120), which are omitted in :
: : : 4.22.<br>• **Custom Filter :
: : : Continuity**: Preserved custom :
: : : header/cookie/query/IP :
: : : conditions combined with WAF :
: : : calls. :
🟢 Low RiskClean UpgradeDirect 1:1 ruleset translation
: : : with preserved active opt-outs :
: : : and no expected behavioral :
: : : divergence (for example, :
: : : standard SQLi or XSS rules). :
⚪ No ActionPass-ThroughNon-OWASP rules (pure IP
: : : allowlist/denylist, rate :
: : : limiting, default rule). :
: : : Carried over unchanged. :

Step 3: Upgrade Mode Selection and User Alignment

Engage the customer with findings before applying changes:

  1. Report Findings: State how many WAF rules will be upgraded, signature coverage expansions, and any deprecated signatures being retired.
  2. Method Enforcement Warning: If methodenforcement is present, warn: > "Notice: Method Enforcement in CRS 4.22 permits only GET, HEAD, POST, and OPTIONS. If your application handles REST API updates (PUT, PATCH, DELETE), these methods will be blocked with HTTP 403. Would you like to add an exemption for API paths or opt out of rule id911100?"
  3. Explain Differences Between Modes:
    • Preview Mode (Recommended): Keeps existing legacy rules actively enforcing while deploying corresponding upgraded CRS 4.22 preview rules with preview = true at a lower numeric priority number (higher evaluation priority, for example, PRIORITY - 5). Traffic is evaluated first by preview rules and logged to Cloud Logging without blocking, ensuring zero risk of downtime or false positives prior to cutover. Requires sufficient quota under the 200-rule limit.
    • In-Place Upgrade: Directly modifies the CEL expressions and preconfiguredWafConfig on existing rule priority numbers in-situ. Immediate enforcement with zero additional rule overhead, but carries cutover risk if new signatures or method enforcement block valid traffic.
  4. Quota Guardrail (200 Rules):
    • Calculate projected rule count: current_total_rules + in_scope_waf_rules.
    • If projected count > 200, alert the customer: > "Cloud Armor enforces a maximum limit of 200 rules per security policy. Deploying in Preview Mode would require PROJECTED_COUNT rules. The upgrade cannot proceed in Preview Mode. We must either perform an In-Place Upgrade or consolidate rules."
  5. Priority Spacing Guardrail (Preview Mode):
    • If an in-scope WAF rule at PRIORITY immediately follows another rule at PREV_PRIORITY with no free integer priority slot between them (for example, 999 and 1000, or a WAF rule at priority 0), alert the customer: > "Rule PRIORITY cannot be deployed in Preview Mode because the preceding rule at priority PREV_PRIORITY leaves no open priority number between PREV_PRIORITY and PRIORITY (and placing the preview rule above PREV_PRIORITY would change evaluation order). To use Preview Mode, please readjust your rule priorities to leave at least one open priority slot before PRIORITY, or choose an In-Place Upgrade."
    • Do NOT automatically re-number existing customer rules: Because rule priorities act as primary identifiers in Cloud Armor and are often tied to Terraform/IaC resources and SIEM alerting filters, never silently shift existing customer rule priorities to make room. If the customer explicitly asks you to readjust their rule priorities for them, first warn them about potential Terraform/IaC state drift and confirm the exact new priority numbers before executing any priority changes.

Step 4: Rule Transformation Logic

A. Ruleset Name Translation

Translate legacy ruleset names according to the mapping table in ruleset_mappings.md:

  • Stable: sqli-stable to sqli-v422-stable, rce-stable to rce-v422-stable
  • Canary: sqli-canary to sqli-v422-canary
  • 3.3 Stable: sqli-v33-stable to sqli-v422-stable, nodejs-v33-stable to generic-v422-stable

B. CEL Opt-Out and Opt-In Translation

  • Legacy evaluatePreconfiguredExpr(ruleset, ['id1', 'id2']) is strictly an opt-out (disabled) list.

  • Convert to native 4.22 syntax:

    evaluatePreconfiguredWaf('sqli-v422-stable', {'opt_out_rule_ids': ['owasp-crs-v042200-id942120-sqli']})
    
  • Remap signature IDs: owasp-crs-v030001-idSIGNATURE_ID-GROUP to owasp-crs-v042200-idSIGNATURE_ID-GROUP. (Exception: Standalone CVE signatures such as cve-canary signatures owasp-crs-v030001-id*-cve and google-mrs-* retain their original IDs and must not be remapped to v042200 or dropped).

  • Drop all 15 deprecated CRS 3.0/3.3 signature numbers (981172, 981173, 980130, 949110; SQLi: 942110; RCE: 932100, 932105, 932106, 932110, 932115, 932150; Scanner Detection: 913101, 913102, 913110, 913120).

C. Fine-Tuning (preconfiguredWafConfig)

For rules with structured preconfiguredWafConfig.exclusions[]:

  • Update targetRuleSet to the CRS 4.22 equivalent.
  • Remap targetRuleIds to v042200 and drop deprecated IDs. Warning: If an exclusion's targetRuleIds list becomes empty ([]) after dropping retired IDs, remove the entire exclusion entry rather than leaving targetRuleIds: [] (otherwise an empty targetRuleIds list exempts the entire ruleset).
  • Carry over all field exclusions (requestHeadersToExclude, requestCookiesToExclude, requestQueryParamsToExclude, requestUrisToExclude, requestBodiesToExclude) and match operators without modification.
  • Details in fine_tuning_and_cel.md.

Step 5: Execution Delivery and Verification

Delivering In-Place Upgrade

Execute gcloud compute security-policies rules update:

gcloud compute security-policies rules update PRIORITY \
  --security-policy="POLICY_NAME" \
  --project=PROJECT_ID \
  --expression="UPGRADED_EXPRESSION"

Delivering Preview Mode Upgrade

Deploy preview rules at a numeric priority strictly between the immediately preceding rule and ENFORCED_PRIORITY (PREV_PRIORITY < PREVIEW_PRIORITY < ENFORCED_PRIORITY) using rules create:

gcloud compute security-policies rules create PREVIEW_PRIORITY \
  --security-policy="POLICY_NAME" \
  --project=PROJECT_ID \
  --expression="UPGRADED_EXPRESSION" \
  --action="ACTION" \
  --preview \
  --description="PREVIEW: Upgraded CRS 4.22 Rule for Priority ENFORCED_PRIORITY"

Telemetry Verification in Cloud Logging

Instruct the customer to inspect preview logs before cutover:

gcloud logging read '
  resource.type="http_load_balancer" AND
  jsonPayload.enforcedSecurityPolicy.name="POLICY_NAME" AND
  jsonPayload.previewSecurityPolicy.matchedRulePriority:*
' --project=PROJECT_ID --limit=20

Critical Gotchas and Domain Rules

  1. evaluatePreconfiguredExpr is NEVER Opt-In: The array in legacy evaluatePreconfiguredExpr was strictly an exclusion (opt-out) list. Treating it as opt-in would inadvertently disable all other signatures in that ruleset!
  2. Never Re-introduce Deprecated Signatures: All 15 retired CRS 3.0/3.3 signature numbers (981172, 981173, 980130, 949110; SQLi: 942110; RCE: 932100, 932105, 932106, 932110, 932115, 932150; Scanner Detection: 913101, 913102, 913110, 913120) were removed in CRS 4.22. Keeping them in opt_out_rule_ids or targetRuleIds causes Cloud Armor API schema rejections.
  3. Method Enforcement Defaults: CRS 4.22 Method Enforcement blocks PUT, PATCH, and DELETE. Never perform a silent in-place upgrade of method enforcement without user confirmation.
  4. Preview Rule Priorities and Cutover Safety: Cloud Armor evaluates rules in ascending priority order (0 to 2147483647). A preview rule must evaluate before the enforcing rule it previews, but after any preceding rule (PREV_PRIORITY < PREVIEW_PRIORITY < ENFORCED_PRIORITY) so it never crosses intervening allow or custom rules. During cutover to full enforcement, update the original ENFORCED_PRIORITY rule in-place to CRS 4.22 and delete PREVIEW_PRIORITY rather than promoting PREVIEW_PRIORITY in place.
  5. Atomic Import for Structured Exclusions: When a policy contains complex preconfiguredWafConfig blocks, prefer exporting the policy JSON, transforming it, and applying it via gcloud compute security-policies import to ensure atomic updates.
  6. Preserve Standalone CVE Signatures (cve-canary): cve-canary is an out-of-band rule for specific vulnerabilities (for example, Log4j CVE-2021-44228 / CVE-2021-45046, React RCE CVE-2025-55182). Its signature IDs (owasp-crs-v030001-id044228-cve, id144228-cve, id244228-cve, id344228-cve) are valid and retain the v030001 prefix. Only upgrade the syntax to evaluatePreconfiguredWaf('cve-canary', ...); never rewrite them to v042200 or drop them as deprecated.

References and Resources

  • ruleset_mappings.md: Full CRS 3.0 / 3.3 to 4.22 ruleset mapping, sensitivity levels, and signature counts.
  • fine_tuning_and_cel.md: CEL syntax options, structured preconfiguredWafConfig exclusions, and method enforcement mitigations.
  • gcloud_recipes.md: Copy-pasteable gcloud recipes for audit, preview mode, and Cloud Logging queries.
  • upgrade_policy.py: Deterministic CLI helper script.
  • contributing.md: Domain and code invariants for maintaining this skill.

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같은 저장소의 스킬

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agent-platform-deploy

Google 공식무료요약 있음

Model Garden 모델을 Agent Platform 엔드포인트에 배포하도록 돕습니다. 지원 하드웨어와 시간당 예상 비용을 확인하고, 배포 진행 상황과 추론 테스트를 살핀 뒤 사용을 마치면 모델과 엔드포인트를 정리할 수 있습니다.

  • 배포 가능한 모델과 하드웨어 선택
  • 승인 전 시간당 비용 추산
  • 배포 상태 확인 및 추론 테스트
google/skills2.2만2026년 10월 28일 업데이트

agent-platform-endpoint-management

Google 공식무료요약 있음

Agent Platform에서 온라인 모델 예측 요청을 받는 엔드포인트를 관리합니다. 목록과 설정을 확인하고 생성·수정·삭제하며, 권한 오류와 할당량 초과, 리소스 처리 중 오류도 조사합니다.

  • 엔드포인트 목록과 설정 확인
  • 모델 배포 전 엔드포인트 만들기
  • 표시 이름이나 라벨 변경
google/skills2.2만2026년 10월 28일 업데이트

agent-platform-eval-flywheel

Google 공식무료요약 있음

Google Cloud에서 AI 모델과 에이전트를 평가하고 테스트 데이터를 구성하며 채점 지표를 선택합니다. 모의 사용자 시나리오 생성, 실패 분석, 수정 전후 결과 비교로 프롬프트와 코드를 개선할 근거를 마련합니다.

  • 대화 기록에서 평가 데이터 만들기
  • 모의 사용자 시나리오 생성하기
  • 답변과 도구 사용 지표 선택하기
google/skills2.2만2026년 10월 28일 업데이트

agent-platform-inference

Google 공식무료

Call Gemini and OpenMaaS models such as Llama, DeepSeek, and Qwen through Google Cloud Agent Platform. Prepare authentication and SDK code, run prompts, configure connection endpoints, and troubleshoot common request errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Send a test prompt to Gemini
  • Call Llama or DeepSeek with the OpenAI SDK
  • Write code to call an existing custom endpoint
google/skills2.2만2026년 10월 28일 업데이트

agent-platform-migrate-from-ai-studio

Google 공식무료요약 있음

Google AI Studio의 Gemini API를 Google Cloud의 Gemini Enterprise Agent Platform으로 옮기는 절차를 안내합니다. 결제, 권한, 인증 설정과 SDK 및 지원되는 에이전트 도구의 연결 변경을 다룹니다.

  • Gemini 앱을 Google Cloud로 이전
  • Cloud 크레딧을 API 사용료에 적용
  • 에이전트 인증과 결제 통합
google/skills2.2만2026년 10월 28일 업데이트

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