Build event-driven architectures on AWS serverless infrastructure. Designs event flows, integrates Lambda with event sources, and manages distributed systems.
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Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions, questioning dogma, or adapting...
Use this skill when working with Conductor's context-driven
Use this skill when working with Conductor's context-driven
Use this skill when working with Conductor's context-driven
Pandas Data Analysis
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Master data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib
data-jupyter-python
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Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
Expert digital data analytics consultant for designing and implementing data-driven growth strategies for mobile and digital applications. Use this skill when users need help with app analytics...
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by...
Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
Expert in data forensics, anomaly detection, audit trail analysis, fraud detection, and breach investigation
Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access
data-model-creation
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Optional advanced tool for complex data modeling. For simple table creation, use relational-database-tool directly with SQL statements.
Use when starting technical work requiring structured approach - writing tests before code (TDD), planning data exploration (EDA), designing statistical analysis, clarifying modeling objectives...
Extract and validate data from requests including JSON, forms, query parameters, and path parameters. Use for handling user input and API payloads.
data-analysis-sql
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SQL for data analysis with exploratory analysis, advanced aggregations, statistical functions, outlier detection, and business insights. 50+ real-world analytics queries.
mxl-laser-driven
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This skill should be used when users need MaxwellLink laser-driven (prescribed-field) simulations, including pulse setup and coupling-axis conventions.
An "AI-Spec-Driven" workflow for complex tasks, triggered ONLY when explicitly requested. It aligns agent execution with rigorous planning (Spec -> Implementation -> Task Tracking) to mimic...
native-data-fetching
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Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, axios, React Query, SWR, error handling, caching strategies, offline support.
Organize and categorize files into logical structures. Creates folder hierarchies, renames files systematically, and consolidates related data.