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dbt Transformation Patterns

Implements production-grade dbt patterns for scalable data transformation and analytics engineering workflows.

API Tracing & Observability

Instruments web application API requests with distributed tracing and performance spans to monitor latency and reliability.

Dev Clarification Workflow

Resolves codebase ambiguities and defines automated testing strategies before moving from exploration to implementation.

Love Letter Automator

Generates heartfelt, poetic romantic letters from Benno to Sabine with structured, sincere prose.

Benno-Style LinkedIn Assistant

Generates direct, professional LinkedIn messages in German based on the pragmatic communication style of Benno Löffler.

Screen Reader Testing

Validates web application accessibility through structured testing protocols for VoiceOver, NVDA, JAWS, and TalkBack.

Stripe Payment Integration

Implements robust, PCI-compliant Stripe payment flows including checkouts, recurring subscriptions, and secure webhook handling.

Context Restart Prompt

Generates comprehensive session snapshots to preserve development context and task progress between Claude Code sessions.

User Journey Tracking

Instruments web applications to track user intent, funnel progress, and friction signals for deeper behavioral observability.

Clojure Code Reviewer

Reviews Clojure and ClojureScript code changes for compliance with Metabase coding standards and functional best practices.

Python CLI Development

Builds professional command-line interfaces for Python applications using Click, Typer, and best-practice patterns.

Bats Shell Testing Patterns

Implements comprehensive unit tests and automated test suites for shell scripts using the Bash Automated Testing System (Bats).

ENA Database Access

Simplifies retrieval of nucleotide sequences, raw reads, and genome assemblies from the European Nucleotide Archive for bioinformatics pipelines.

AutoChip Project Architect

Manages Integrated Circuit (IC) module metadata and project configurations for automated hardware design workflows.

Synthetic Performance Monitoring

Implements automated performance testing and proactive monitoring using Lighthouse CI and Playwright to ensure consistent site speed and health.

SQL Research Specialist

Conducts systematic research on SQL syntax and database behaviors to ensure accurate implementation and translation.

Apache Airflow DAG Patterns

Implements production-grade Apache Airflow workflows using industry-standard patterns for orchestration, error handling, and testing.

Dev Brainstorm

Facilitates structured requirement gathering through Socratic questioning to build a solid foundation before technical implementation.

Web3 Smart Contract Testing

Automates comprehensive smart contract testing using Hardhat and Foundry to ensure security, gas efficiency, and protocol reliability.

Kubernetes Security Policies

Implements production-grade defense-in-depth security for Kubernetes clusters using NetworkPolicies, Pod Security Standards, and RBAC.

Jupytext for Claude Code

Synchronizes Jupyter Notebooks with plain text formats to enable seamless version control and multi-kernel data science workflows.

Employment Contract Templates

Generates legally sound employment agreements, offer letters, and HR policy documentation based on industry best practices.

Look At - Multimodal File Analysis

Analyzes and extracts structured data from multimodal files like PDFs, images, and diagrams using Gemini models to minimize context token usage.

Python Documentation Expert

Generates comprehensive Python library documentation including Google-style docstrings, Sphinx configurations, and ReadTheDocs setups.

Data Science Project Brainstormer

Refines vague data analysis requests into clear, actionable objectives using Socratic questioning before any code is written.

Clojure Code Review

Reviews Clojure and ClojureScript code changes against professional standards and style guides to ensure high code quality.

DNAnexus Integration

Integrates Claude with the DNAnexus platform to develop genomics apps, manage sequencing data, and orchestrate bioinformatics pipelines.

PyTorch AT_DISPATCH V2 Converter

Refactors legacy PyTorch AT_DISPATCH macros into the modern AT_DISPATCH_V2 format for improved extensibility and clearer type grouping.

AI Image Generation

Generates and edits high-quality visual assets, photorealistic images, and artistic illustrations using advanced AI models like FLUX and Gemini.

Automated Task Executor

Executes and manages structured development subtasks from YAML task lists with automated status tracking.