solution-architect解决方案架构师 - 提供经过验证的商业解决方案框架（增长营销/内容升级/平台增长）。基于真实案例提炼，包含核心框架、战术库、实施路线和 KPI 体系。
Install via ClawdBot CLI:
clawdbot install 1126053051-lgtm/solution-architectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 7, 2026
品牌需要提升社交媒体声量和内容驱动用户增长，可通过AI赋能的内容飞轮和社群裂变实现。适用于特斯拉等品牌在台湾市场的增长战略。
内容团队希望引入AI提升效率并实现产品化转型，可借鉴一核两翼三驱动框架，通过AI生产管线和高价值社群实现。适用于36氪等媒体。
平台需要构建开发者生态并实现从技术发布到生态繁荣的跨越，可应用三层驱动增长引擎（产品力/运营力/生态力）。适用于小米MiMo等开放平台。
品牌需要探索跨界增长机会，如充电打卡直播、FSD体验官等项目，通过跨界体验破圈。适用于需要创新营销的消费品牌。
从内容团队转型为产品团队，构建三级产品矩阵（流量层、核心层、产品层），通过深度研究系列和数据产品实现商业化。
构建开发者生态，通过API调用量、应用商店分发和增值服务收费，实现平台与开发者共赢。
以高活跃社群为基础，通过跨界合作项目（如未来生活节）进行品牌联动和流量变现。
💬 Integration Tip
根据用户具体问题匹配方案，优先从三大方案中提取框架并调整战术，结合用户行业进行本地化适配。
Scored May 7, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Provides a 7-step debugging protocol plus language-specific commands to systematically identify, verify, and fix software bugs across multiple environments.