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Reverse-engineer tradeoffs in distributed systems by analyzing code, configurations, deployment manifests, and architecture artifacts across six axes: consistency & availability, latency & throughput, data distribution, transaction boundaries, resilience & failure isolation, and observability, security & cost.
npx claudepluginhub florianbuetow/claude-code --plugin explain-system-tradeoffsShare bugs, ideas, or general feedback.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Architecture Deep Research — scan a repo, draft a PRD, run live deep research, get a cited handoff. Use when picking a topology, retrieval architecture, event bus, storage engine, auth pattern, or any system-design decision before code lands.
Architecture analysis, brainstorming, ADR generation, LLM-as-judge comparison, and spec gap resolution.
[Beta] 6つの専門エージェントチームでコードベースのアーキテクチャを多角的に分析するスキル
Reference guide for the Twelve-Factor App methodology — 15 principles (12 original + 3 modern extensions) for building portable, resilient, cloud-native applications. Use when evaluating architecture, reviewing codebases for methodology compliance, or advising on configuration, scaling, observability, security, and deployment patterns.
Systems design patterns for scalability, distributed systems, and quality attributes. Covers interview preparation, production architecture, and conceptual fundamentals. Language-agnostic with .NET examples where appropriate.
Design for non-functional requirements: scalability, reliability, performance, security, maintainability. Master quality attribute analysis and architectural fitness functions.
Analyze Claude Code session logs to identify what went well, what didn't, and how to improve developer-AI collaboration. Suggests new skills, subagents, slash commands, hooks, and workflow optimizations based on actual usage patterns.
Scan a software repository for ISO 27001:2022 compliance of its software development controls (Annex A 8.4, 8.25–8.33). Produces a per-control compliance gap report covering source code access, secure SDLC, application security requirements, secure architecture, secure coding, security testing, outsourced development, environment separation, change management, and test data.
Keep the Anthropic prompt cache warm during Claude Code sessions — especially during peak hours when usage limits are tighter. Detects your cache TTL (5-min default or 1-hour extended) and schedules pings accordingly, reducing token costs by up to 90% on cached context.
Generate and maintain CHANGELOG.md files from git commit history using Keep a Changelog format with semantic versioning. Creates new changelogs or appends updates to existing ones.
Project onboarding skill that orients AI agents by gathering context from project instructions, git state, issue trackers, and build systems to produce a concise status briefing with suggested next steps.
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