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Reflect Session Learning

Extracts learnings from session corrections and patterns to update skill files with persistent, version-controlled memory.

dbt Fusion Migration

Migrates dbt Core projects to the dbt Fusion engine by resolving compatibility errors, deprecations, and unsupported configurations.

dbt Unit Testing

Streamlines the creation and configuration of unit tests for dbt models to ensure SQL logic reliability and facilitate TDD.

Expert Software Developer

Implements clean, production-grade code across diverse tech stacks using a structured, bilingual development workflow.

Research & Technical Analysis

Conducts deep technical investigations and root cause analyses to guide informed software development decisions.

Metro Bundler Expert

Optimizes, configures, and troubleshoots the Metro bundler for React Native and Expo mobile applications.

dbt Semantic Layer Architect

Simplifies the creation and management of dbt Semantic Layer components including semantic models, metrics, and dimensions.

Confluent ksqlDB Stream Processing

Master real-time event streaming and data processing using ksqlDB's SQL-like syntax on Kafka topics.

Spec-Driven Brainstorming

Facilitates expert product discovery and feature ideation using structured frameworks like story mapping, event storming, and data-driven prioritization.

dbt MCP Server Setup

Guides the configuration and troubleshooting of dbt MCP server connections for AI-powered data engineering and analytics workflows.

Increment Archive Manager

Optimizes your development workspace by intelligently archiving old, completed, and inactive Specweave increments to keep your project organized.

Systematic Bug Fixing

Standardizes the end-to-end bug resolution process from discovery and tracking to regression testing and verification.

OCaml npm Publishing

Streamlines the process of compiling OCaml to JavaScript or WebAssembly and publishing the results as npm packages.

Release Candidate Manager

Manages the end-to-end lifecycle of release candidates, from alpha tagging and testing validation to production promotion and automated rollbacks.

SpecWeave Increment Planner

Automates the creation of structured, production-ready development increments including specifications, technical plans, and task lists.

System Design Architect

Architects resilient, scalable systems using an organism-based methodology to identify constraints and mitigate failure points.

OCaml Code Style & Refactoring

Refactors and improves OCaml code by enforcing idiomatic patterns, naming conventions, and modular design principles.

SpecWeave Spec Generator

Generates comprehensive development specifications, technical plans, and task breakdowns using context-aware AI templates.

Anomaly & Outlier Detector

Detects unusual patterns and outliers in data using statistical methods and machine learning algorithms integrated with the SpecWeave workflow.

Distributed Task Orchestrator

Decomposes complex multi-step requests into atomic sub-tasks for parallel execution and automated result aggregation.

SpecWeave Diagram Generator

Orchestrates the generation of production-ready Mermaid architecture diagrams following C4 conventions and organizational standards.

MLOps DAG Builder

Designs and implements production-grade DAG-based MLOps pipeline architectures using orchestrators like Airflow, Dagster, and Kubeflow.

Specification Kit Expert

Transforms abstract requirements into clear, testable, and production-ready technical specifications using industry-standard frameworks.

Version Aligner

Synchronizes semantic versioning across multiple repositories and microservices using intelligent release strategies and commit analysis.

Azure DevOps Multi-Project Manager

Organizes development specifications and synchronizes tasks across complex multi-project Azure DevOps architectures.

Testing Anti-Patterns Guard

Enforces high-quality testing standards by preventing mock-testing, production code pollution, and uninformed dependency isolation.

Next.js App Router Expert

Architects high-performance web applications using Next.js 14+ App Router, React Server Components, and optimized data fetching strategies.

SpecWeave Framework Expert

Orchestrates the SpecWeave autonomous development lifecycle by enforcing spec-driven workflows, increment discipline, and automated living documentation.

SpecWeave Workflow Detector

Orchestrates autonomous software development workflows through intelligent slash commands and automated task tracking.

Increment Quality Judge

Evaluates software specifications and plans using AI-powered risk scoring and formal quality gate validation.