DevOps & Infra

majiayu000 Bundle

Expert in analyzing and recommending release strategies for software projects. Detects existing release patterns in brownfield projects (git tags, CI/CD workflows, changelogs, version files). Suggests optimal strategies based on architecture (single-repo, multi-repo, monorepo, microservices), team size, deployment frequency, and dependencies. Creates comprehensive release-strategy.md in living docs (.specweave/docs/internal/delivery/ or projects/{id}/delivery/). Activates for release strategy, versioning strategy, multi-repo releases, monorepo versioning, semantic versioning, coordinated releases, independent releases, release planning, version alignment, brownfield release analysis, deployment strategy, CI/CD release, how to version, release best practices.

majiayu000 Bundle

GitHub Actionsワークフローのセキュリティ強化スキル。Repository/Environment Secretsの安全管理、ログマスキング、品質ゲート統合、CI/CDパイプラインの脅威対策を行う。 Anchors: • OWASP Top 10 CI/CD Security Risks / 適用: リスク評価・脅威特定 / 目的: 業界標準に基づくリスク優先度決定 • GitHub Actions Security Hardening Guide / 適用: ワークフロー実装 / 目的: 公式ベストプラクティス準拠 • Threat Modeling (Adam Shostack) / 適用: STRIDE脅威分析 / 目的: 体系的なセキュリティ設計 Trigger: Use when securing GitHub Actions workflows, configuring Environment/Repository Secrets, implementing log masking, adding quality gates to CI/CD pipelines, or performing threat modeling on workflows. github actions security, secrets management, log masking, quality gate, CI/CD security, threat modeling

majiayu000 Bundle

Creates test documentation (testing-strategy.md + tests/README.md). Establishes testing philosophy and Story-Level Test Task Pattern. L2 Worker in ln-100-documents-pipeline workflow.

majiayu000 Bundle

Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.

majiayu000 Bundle

OpenShift-specific cluster health analysis and troubleshooting based on Popeye's issue detection patterns. Use this skill when: (1) Analyzing OpenShift cluster operators and platform health (2) Troubleshooting Security Context Constraints (SCC) violations (3) Diagnosing BuildConfig, ImageStream, and Route issues (4) Analyzing Projects, Quotas, and resource management (5) Validating OpenShift-specific security configurations (6) Monitoring OpenShift networking (Routes, Routers, OVNKubernetes) (7) OpenShift performance and reliability analysis (8) ARO/ROSA managed service troubleshooting (9) OpenShift CI/CD pipeline issues (Builds, Deployments) (10) Operator Lifecycle Manager and Operator issues

majiayu000 Bundle

Debug and fix Terraform errors systematically. Use when encountering Terraform failures, state lock issues, provider errors, syntax problems, or unexpected infrastructure changes. Includes debugging workflows, error categorization, common GCP-specific issues, and recovery procedures.

majiayu000 Bundle

Manage Terraform state safely and efficiently. Use when setting up remote state, migrating between backends, handling state locks, preventing state drift, backing up state, or understanding state dependencies and locking mechanisms. Covers GCS backend configuration, state operations, and recovery procedures.

majiayu000 Bundle

Use when debugging 'file not syncing', 'CloudKit error', 'sync conflict', 'iCloud upload failed', 'ubiquitous item error', 'data not appearing on other devices', 'CKError', 'quota exceeded' - systematic iCloud sync diagnostics for both CloudKit and iCloud Drive

majiayu000 Bundle

GitHub Actions のキャッシュ戦略を設計し、キー設計、パス選定、ヒット率改善、10GB制限管理を行うスキル。 actions/cache の最適化、依存キャッシュの分割、Dockerレイヤー連携などを体系化する。 Anchors: • The Pragmatic Programmer / 適用: 実践的改善 / 目的: 反復的な最適化 • Continuous Delivery / 適用: パイプライン最適化 / 目的: 実行時間の短縮 • Site Reliability Engineering / 適用: キャパシティ管理 / 目的: キャッシュ制限の管理 Trigger: Use when optimizing GitHub Actions cache performance, designing cache keys/paths, reducing CI build time, or managing cache size limits.

majiayu000 Bundle

Purpose: Automatically detect multiple projects in SpecWeave setup, analyze user stories to map them to the correct project (FE, BE, MOBILE, INFRA), and organize specs into project-specific folders with proper JIRA/GitHub sync.

majiayu000 Bundle

Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).

majiayu000 Bundle

End-to-end genome assembly workflow from reads to polished assembly with QC. Supports short reads (SPAdes), long reads (Flye), and hybrid approaches.

majiayu000 Bundle

End-to-end somatic variant calling from tumor-normal paired samples using Mutect2 or Strelka2. Covers preprocessing, variant calling, filtering, and annotation for cancer genomics.

majiayu000 Bundle

인프라 계층(JpaEntity, Adapter, Repository) TDD 개발 지침. Red-Green-Refactor 사이클을 통해 테스트 주도 개발을 수행합니다. 실제 DB(Testcontainer)를 사용하며 Mocking하지 않습니다.

majiayu000 Bundle

Search kubesearch.dev to research how other homelabs configure Helm charts. Use when: (1) Configuring a new Helm release, (2) Looking for configuration examples, (3) Comparing approaches across repositories, (4) Needing real-world values.yaml patterns, (5) Researching best practices for specific charts, (6) Finding example implementations. Triggers: "how do others configure", "show me examples", "helm chart examples", "configuration examples", "values.yaml examples", "kubesearch", "homelab examples", "how do other homelabs", "real-world config", "chart configuration", "helm values examples", "compare helm configs", "best practices for helm"

majiayu000 Bundle

Top orchestrator for complete doc system. Delegates to ln-110 coordinator (project docs via 5 L3 workers) + ln-120-150 workers. Phase 4: global cleanup. Idempotent.

majiayu000 Bundle

Simulation-testability code review — enforces DST-compatible patterns in coordination, gossip, and pipeline code based on FoundationDB, TigerBeetle, sled, and Firezone evidence

majiayu000 Bundle

高度なコマンド設計パターンを整理し、パイプライン/メタコマンド/インタラクティブ設計を支援するスキル。 パターン選定、テンプレート適用、検証手順を一貫して整理する。 Anchors: • The Pragmatic Programmer (Andrew Hunt, David Thomas) / 適用: 実践パターン選定 / 目的: 再現性のある設計 • Design Patterns (GoF) / 適用: パターン適用判断 / 目的: 拡張性の確保 • User-Centered Design / 適用: インタラクティブ設計 / 目的: 誤操作の抑制 Trigger: Use when designing pipeline commands, meta-commands, or interactive command flows. command patterns, pipeline command, meta command, interactive command

majiayu000 Bundle

Creates task management documentation (docs/tasks/README.md + kanban_board.md). L2 Worker in ln-100-documents-pipeline. Sets up Linear integration and task tracking rules.

majiayu000 Bundle

Coordinate ML-related analysis work by defining the problem, identifying required data, planning extraction, analyzing results, and producing recommendations or follow-up implementation tasks.

majiayu000 Bundle

Deep analysis and problem solving with multi-dimensional thinking. Use when facing complex architectural decisions, strategic planning, or problems requiring thorough analysis from multiple perspectives.

majiayu000 Bundle

GitHub ActionsでのDockerビルド/プッシュを設計・実装するスキル。 レジストリ認証、キャッシュ戦略、マルチプラットフォーム対応を整理する。 Anchors: • docker/build-push-action / 適用: ビルドとプッシュ / 目的: 自動化 • BuildKit / 適用: キャッシュ最適化 / 目的: ビルド高速化 • Registry Authentication / 適用: 認証設計 / 目的: 安全な配布 Trigger: Use when configuring GitHub Actions for Docker build and push, managing registry auth, or optimizing BuildKit cache. docker build push action, buildx, registry auth, github actions docker

majiayu000 Bundle

Migrate from AWS SDK for Java v1 (com.amazonaws) to v2 (software.amazon.awssdk). Use when projects need to move away from deprecated AWS SDK v1 to the modern v2 API.

majiayu000 Bundle

Build Python APIs on Cloudflare Workers using pywrangler CLI and WorkerEntrypoint class pattern. Includes Python Workflows for multi-step DAG automation with @step.do decorators. Use when: building Python serverless APIs, migrating Python code to edge, using Python ML libraries, or creating durable workflows. Prevents async errors, package compatibility issues, handler pattern mistakes.

majiayu000 Bundle

Root package.json configuration for MetaSaver monorepos. Use when creating or auditing root package.json files to ensure workspace configuration, required scripts (build, dev, lint, test, format, clean), turbo pipeline scripts, packageManager field, and only devDependencies at root (no dependencies except cross-platform binaries).

majiayu000 Bundle

Deploying, managing, executing, and monitoring dbt projects natively within Snowflake using dbt PROJECT objects and event tables. Use this skill when you want to set up dbt development workspaces, deploy projects to Snowflake, schedule automated runs, monitor execution with event tables, or enable team collaboration directly in Snowflake.

majiayu000 Bundle

Flux GitOps patterns for the homelab Kubernetes platform using ResourceSets. Use when: (1) Adding new Helm releases or applications to the platform, (2) Deploying a new service to Kubernetes, (3) Debugging Flux reconciliation issues or sync problems, (4) Understanding ResourceSet patterns, (5) Configuring Kustomizations and variable substitution, (6) Questions about helm-charts.yaml or platform structure, (7) GitOps workflow questions. Triggers: "add helm release", "deploy to kubernetes", "add new service", "add application", "flux resourceset", "flux reconciliation", "flux not syncing", "flux stuck", "gitops", "helm-charts.yaml", "platform values", "flux debug", "HelmRelease not ready", "kustomization", "helmrelease", "add chart", "deploy helm chart"

majiayu000 Bundle

This skill should be used when the user wants to create a new looplia workflow, generate a workflow definition file, or compose workflow steps from skill recommendations. Use when someone says "create a looplia workflow", "generate workflow.md", "compose workflow steps", "build me an automation pipeline", or "/build" (final step). Final step in looplia workflow building: transforms skill recommendations into valid v0.6.3 workflow YAML/Markdown files. Each step uses skill: + mission: syntax, following the one workflow step → one skill-executor → multiple skills architecture. v0.6.3: Supports input-less workflows using input-less capable skills (e.g., search).

majiayu000 Bundle

Handle sensitive data securely in Terraform. Use when managing passwords, API keys, database credentials, encryption keys, or other secrets. Covers Google Secret Manager integration, preventing secrets in state, IAM-based secret access, encryption, and security best practices.

majiayu000 Bundle

Find and validate companies for the SME banking pipeline. Supports two modes - validating specific companies mentioned by user, or broad searches for companies matching sector/trigger criteria (e.g., "find logistics companies with expansion").

majiayu000 Bundle

Pre-push validation checklist (cargo fmt, clippy with zero warnings, feature flag testing, test suite), CI monitoring, merge process, and release quality gates. Use when preparing to push code, validating changes before PR, running CI checks, merging PRs, or preparing releases.

majiayu000 Bundle

Build the regulation/knowledge update pipeline (official sources -> snapshots -> structured rulesets/templates -> admin approval -> active). Use for keeping visa rules and document requirements up-to-date without code hardcoding. (키워드= 규정 최신화, 공식 정보, 스냅샷, 검수/승인, 룰셋/템플릿 업데이트)

majiayu000 Bundle

Deploy a change to staging by reading repository deployment context, preparing the build or manifest change, and verifying the staged environment.

majiayu000 Bundle

Go 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.

majiayu000 Bundle

Analyze the local Docker or development environment by collecting container status, logs, networking signals, and configuration evidence, then summarize the likely root cause.

majiayu000 Bundle

Generate PR title and description from multiple commits (Korean and English). Use when preparing a pull request with multiple commits that need consolidated description.