majiayu000 Data Specialist
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。
Skill Index
以下索引由 node scripts/update-skill-index.js 自动生成，用于让 Claude 在顶层专家触发后继续路由到最相关的子技能。
Claude 使用说明
- 先将用户当前任务与每个子技能的
触发语义进行语义匹配，不要只看目录名。 - 一旦找到最相关的子技能，立即打开其
入口文件指向的SKILL.md，把它作为下一层入口。 - 进入子技能后，再根据该子技能自己的说明按需加载同目录下的
references/、scripts/、assets/，不要在顶层专家中预先展开大段细节。 - 如果多个子技能都相关，先加载最贴近主目标的那个，再按需补充其他子技能，避免一次性加载过多上下文。
- 下方
入口文件路径相对于项目根目录，可直接用于Read操作。
子技能索引
data-consolidation-agent (1)
data-consolidation-agent- 触发语义: AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summaries
- 入口文件:
.claude/skills/data-specialist/references/domains/data-consolidation-agent/SKILL.md
data-engineer (1)
data-engineer- 触发语义: Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure. Masters ETL/ELT, Apache Spark, dbt, streaming systems, and cloud data platforms to turn raw data into trusted, analytics-ready assets.
- 入口文件:
.claude/skills/data-specialist/references/domains/data-engineer/SKILL.md
database-optimizer (1)
database-optimizer- 触发语义: Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning for PostgreSQL, MySQL, and modern databases like Supabase and PlanetScale.
- 入口文件:
.claude/skills/data-specialist/references/domains/database-optimizer/SKILL.md
sales-data-extraction-agent (1)
sales-data-extraction-agent- 触发语义: AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
- 入口文件:
.claude/skills/data-specialist/references/domains/sales-data-extraction-agent/SKILL.md
Notes
- 顶层
SKILL.md仅做索引导航，不承载大体量细节内容。 - 详细资料下沉到
references/domains/，按树形结构组织。