Browse All Agent Skills

Dignified Python Coding Standards

Enforces production-grade Python standards and modern syntax for clean, maintainable code across versions 3.10 to 3.13.

Dagster Expert

Provides expert guidance for building, managing, and orchestrating data pipelines with Dagster and the dg CLI.

Funnel Analysis

Analyzes multi-step user conversion journeys to identify bottlenecks and optimize business growth metrics.

RFM Customer Segmentation Analyst

Performs automated RFM analysis and K-means clustering on e-commerce transaction data to identify and rank high-value customer segments.

Security Audit Checklist

Performs comprehensive security audits using OWASP Top 10 standards and secure coding best practices to identify vulnerabilities.

LTV Predictor & RFM Analytics

Predicts customer lifetime value and performs RFM analysis using regression algorithms for e-commerce and retail data.

Agile Task Architect

Transforms complex requirements and PRDs into small, actionable vertical slices using industry-standard agile methodologies.

Persona Switcher

Switches Claude's operational persona instantly by loading custom system instructions from local directory files.

Critical Peer Persona

Transforms Claude into a skeptical, professional expert peer who challenges assumptions and provides rigorous technical coaching.

Concise Output

Enforces maximum brevity and high signal-to-noise ratio in Claude's responses and technical documentation.

Observability-First Debugging

Implements a systematic debugging protocol that prioritizes instrumentation and data collection over speculative code changes.

Strict TDD State Machine

Enforces a disciplined Red-Green-Refactor workflow through a rigorous state machine to ensure verifiable software quality.

Confidence Honesty

Mandates explicit percentage-based confidence assessments and evidence validation before Claude presents troubleshooting conclusions or root cause analyses.

Writing Effective Tests

Enforces principles for writing maintainable, outcome-driven tests using industry best practices and comprehensive edge case checklists.

Questions Are Not Instructions

Ensures questions are answered literally and analytically without being mistaken for implicit instructions to change code.

Software Design Principles

Applies professional object-oriented design patterns and clean code principles to enhance software maintainability and structure.

Video Rough Cut Creator

Transforms transcribed video footage into structured rough cuts and exports them to industry-standard XML formats for professional video editing.

Backup Library

Automates the creation of compressed ZIP backups for project metadata, transcripts, and roughcut configurations while excluding large video files.

Airflow Operations Manager

Manages Apache Airflow workflows by listing, triggering, and debugging DAGs and tasks directly through Claude.

Podcast Workflow Automator

Automates the end-to-end processing of YouTube podcasts into structured summaries, Feishu Wiki entries, and social media posters.

Update ButterCut

Automates the process of updating ButterCut to the latest version while preserving local libraries and ensuring installation integrity.

Medusa Admin User Creator

Creates administrative users for Medusa e-commerce projects through automated CLI commands.

Data Impact & Downstream Lineage

Analyzes data dependencies to determine the impact and blast radius of proposed schema or pipeline changes.

Airflow DAG Testing & Debugging

Automates iterative test-debug-fix cycles for Apache Airflow DAGs using specialized MCP tools for reliable execution and diagnosis.

Airflow DAG Authoring

Streamlines the creation, planning, and validation of Apache Airflow DAGs using industry best practices and structured MCP tools.

Profiling Tables

Generates comprehensive data profiles and quality assessments for database tables to help engineers and analysts understand dataset structure and health.

Data Freshness Checker

Verifies the currency and reliability of database tables by analyzing update timestamps and pipeline health.

Astro Airflow Project Setup

Initializes and configures Apache Airflow projects using the Astro CLI for streamlined data pipeline development.

Airflow API Adapter

Standardizes interactions across Apache Airflow 2.x and 3.x API versions for seamless data pipeline orchestration.

Astro Local Environment Manager

Manages local Apache Airflow environments via the Astro CLI to streamline data engineering development and container orchestration.