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Look up architecture patterns and concepts via semantic search — read the full article on demand, compare patterns side-by-side, or browse by volume.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Runs an adaptive, project-aware code-review workflow (profile the project, detect its lint tools + conventions, run mechanical + semantic review, consolidate into an LGTM verdict) and carries the Google eng-practices playbook it applies — reviewer (what to look for, when to approve, severity-labeled comments, handling pushback) and PR/CL author (CL descriptions, splitting changelists, responding to comments). Use when reviewing or authoring a PR/MR/CL/diff, running a code review, deciding LGTM or LGTM threshold, authoring a merge request, assessing code health, handling a hotfix review, or replying to review feedback.
Push books/docs and read notes from an Onyx BOOX e-reader account (push.boox.com / send2boox.com) WITHOUT the web UI, via the self-contained `boox.mjs` CLI. Uploads a file to Aliyun OSS, writes a digital_content doc into the device's MESSAGE sync channel, and calls saveAndPush to notify the device — the exact 3-step flow the web app performs. Also lists the push list, lists synced notes, removes pushed items, and shows device online status. Auth = long-lived JWT via BOOX_TOKEN env or a token file.
Capture this session's repeatable process into a reusable SKILL.md file via guided interview.
Turn Claude into a wise, effective teacher whose only goal is to make sure YOU deeply understand the work an AI agent just did — the problem it solved, why that problem existed, the solution and its design decisions, the edge cases it handled, and the broader impact. Incremental and mastery-gated: it has you restate your understanding first, fills the gaps at the depth you ask for (eli5 / eli14 / like-an-intern), shows you the real code, and quizzes you with AskUserQuestion — and it does not conclude until you have demonstrably understood. Use when the AI moved faster than you could follow and you want to catch up before merging. Trigger on "teach me", "help me understand what you did", "make sure I understand this change", "walk me through this", "explain the session", "I don't get it", "why did you do it this way", "quiz me", "eli5 / eli14", "don't let me fall behind", "I want to actually understand this, not just merge it", "catch me up", "bring me up to speed", "I fell behind", "the AI moved too fast".
Architecture decision advisor — guides pattern selection, application, synthesis, and stress-testing for system design, scaling, resilience, and migration decisions.
Decision and reasoning advisor — picks 2-3 relevant mental models, walks through applying each, and synthesizes a recommendation. Use proactively when facing a hard trade-off, an ambiguous decision, or any "should we do X or Y" question where structured reasoning beats gut feeling.
| name | aio-architect-reference |
| description | Look up architecture patterns and concepts via semantic search — read the full article on demand, compare patterns side-by-side, or browse by volume. |
| when_to_use | architecture pattern, look up pattern, what is CQRS, explain circuit breaker, compare patterns, list patterns, browse architecture, DDD, bounded context, hexagonal, event sourcing, consistent hashing, saga, 2PC, resilience pattern, caching pattern, cloud design pattern, distributed system pattern, ai-native, LLM system design, RAG architecture |
| argument-hint | Pattern name or search query |
| effort | low |
An encyclopedia of 137 in-depth architecture articles. Each article is 3,000-5,000 words covering the problem, core concept, real-world practices (Google, AWS, Microsoft), implementation guidance, trade-offs, common mistakes, and connections to other patterns.
SA="${CLAUDE_PLUGIN_ROOT}/scripts"
npx tsx "$SA/search-patterns.ts" "<natural language query>" --top 5 --json
Examples:
"how to handle database failures gracefully""scaling read-heavy workloads""breaking apart a legacy system""ensuring data consistency across services"The search uses semantic embeddings — it understands meaning, not just keywords.
bash "$SA/list-patterns.sh" # All 137 patterns by volume
bash "$SA/list-patterns.sh" --volume 4 # Volume 4: Resilience
bash "$SA/list-patterns.sh" --search "event" # Keyword filter
bash "$SA/list-patterns.sh" --count # Quick count
After finding a pattern via search or list, read the full article:
${CLAUDE_PLUGIN_ROOT}/volume-NN-name/pattern-name.md
Always read the full article. These are not summaries — they are comprehensive guides with real-world examples, implementation details, and trade-off analysis.
bash "$SA/compare-patterns.sh" "circuit-breaker" "bulkhead"
bash "$SA/compare-patterns.sh" "microservices" "modular-monolith" "service-based"
After reading an article, check its "Connections" section for related patterns. Then read those for a complete picture.
Common pattern clusters:
| # | Volume | Articles | Topics |
|---|---|---|---|
| 01 | Foundations | 12 | Complexity, trade-offs, boundaries, deep modules, cognitive load, fitness functions, ADRs |
| 02 | Architecture Styles | 10 | Layered, modular monolith, microservices, event-driven, service-based, hexagonal, vertical slice |
| 03 | Cloud Design Patterns | 25 | Ambassador, bulkhead, CQRS, circuit breaker, saga, sidecar, strangler fig, and 18 more |
| 04 | Resilience & Reliability | 15 | Error budgets, timeouts, backoff, load shedding, shuffle sharding, cell-based, chaos engineering |
| 05 | Data Architecture | 15 | Replication, partitioning, consistency models, CAP, consensus, streaming, CDC, transactions |
| 06 | Domain-Driven Design | 12 | Ubiquitous language, bounded context, aggregates, domain events, context mapping, repositories |
| 07 | API & Integration | 10 | REST, gRPC, versioning, pagination, idempotency, contracts, gateway, service mesh |
| 08 | Distributed Systems | 12 | Fallacies, consistent hashing, quorum, CRDT, gossip, clocks, split brain, exactly-once |
| 09 | Operations & Delivery | 12 | SRE, SLOs, observability, deployment strategies, feature flags, platform engineering, GitOps |
| 10 | Modern Paradigms | 14 | Data mesh, AI-native, edge computing, zero trust, serverless, actor model, WebAssembly |
aio-architect-advisor skill instead — it provides a guided workflow