GitHub
dapr-integration
Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)
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tools data engineering AI Skills
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GitHub
kafka-setup
Set up Apache Kafka for event streaming - Strimzi for local Kubernetes, Redpanda Cloud for production. Use when configuring event-driven messaging for Phase 5. (project)
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GitHub
analytic-skills-guide
Guide for AI agent to use the tools offered by this library to perform analytic tasks.
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GitHub
data-import
车险经营数据导入技能，支持CSV/JSON解析、验证、优先级管理
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GitHub
data-validation
使用 Minion 框架进行智能数据验证
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GitHub
awkward-array
Guidance for working with Awkward Array 2.0 jagged arrays and records in Python. Use when building or debugging `awkward` workflows, including record construction with `ak.zip`, adding fields with `ak.with_fiel...
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GitHub
numpy-datetime
Date and time handling with datetime64 and timedelta64, including business day offsets and naive time parsing. Triggers: datetime64, timedelta64, busday, time series, naive time.
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GitHub
databases
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queri...
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GitHub
sota-data-cleaning-feature-selection-eda
Master SOTA data prep for Kaggle comps: automated EDA (Sweetviz), cleaning (Pyjanitor), and feature selection (Polars + XGBoost) for medium datasets (100MB–5GB) in Colab.
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GitHub
data-analysis
Data analysis workflows and patterns for exploring, transforming, and visualizing data. Use when working with data, creating reports, or when users mention "data analysis", "analyze data", "data exploration", o...
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GitHub
backend-queries
Write optimized and secure database queries using parameterized queries, eager loading, and proper indexing strategies. Use this skill when writing database queries, constructing SQL statements, using ORM query...
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GitHub
database-connection-pooling
Configures and manages database connection pools, with a focus on SQLAlchemy. Use this skill for tasks involving connection pool configuration, sizing, lifecycle management, health checks, and monitoring. It pr...
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GitHub
database-schema-design
A guide for relational database schema design best practices. Use this skill when a user wants to design a new database schema, understand best practices, create an ERD, write DDL scripts, or develop an indexin...
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GitHub
postgres-schema-design
PostgreSQL schema design with SQLModel. Use when designing database schemas, creating ERDs, defining models, planning migrations, or reviewing table structures. Triggers on tasks involving database tables, rela...
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GitHub
sql-query-optimization
A skill for optimizing SQL queries, focusing on PostgreSQL. It provides a checklist for query analysis, guidance on reading EXPLAIN plans, and patterns for common optimization problems like N+1 queries, JOINs,...
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GitHub
user-scoped-data-filtering
Provides patterns and guidance for implementing user-scoped data filtering and multi-tenancy in web applications. Use this skill when you need to: (1) Restrict data access based on user identity, (2) Implement...
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GitHub
enterprise-table
Generate production-ready B2B data tables with Ant Design Pro, URL sync, and advanced typing.
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GitHub
composition-data-modeling
Design and work with composition data structures. Use when defining schemas, creating database models, building API responses, or transforming composition data between formats.
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GitHub
supabase-seeding
Database seeding toolkit for Supabase projects. Use when: (1) Creating seed data files, (2) Populating lookup/reference tables, (3) Generating test data, (4) Bulk loading data with COPY, (5) Running seed files...
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GitHub
dbf-data-analysis
This skill should be used when the user asks to "analyze DBF files", "read DBF data", "query DBF database", "convert DBF to Parquet", "analyze Thai accounting data", "explore legacy database", "run DuckDB queri...
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GitHub
query-schema
Query game configuration table schemas and analyze table relationships using HTTP API and CFG syntax. This skill should be used when Claude needs to understand table structures for game development, query confi...
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GitHub
discoverydata-audit
Inventory available datasets, instrumentation gaps, and data quality considerations for the initiative.
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GitHub
deliverydashboard-brief
Align analysts and designers on the goals, requirements, and storytelling approach for a new or updated dashboard.
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GitHub
output-meta-post-flight
Post-flight validation for Output SDK workflow operations. Systematic verification of step completion, convention compliance, quality validation, and deliverable verification.
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