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PyMC 5 Fundamentals

Facilitates the creation, review, and optimization of Bayesian statistical models using the PyMC 5 framework.

Execute Plan

Automates the execution of structured task plans with real-time status tracking and progress updates within Markdown files.

Systematic Debugging

Enforces a rigorous, four-phase debugging methodology to identify root causes before proposing any software fixes.

Bayesian Regression Models

Implements diverse Bayesian regression techniques using Stan and JAGS for advanced statistical modeling and uncertainty quantification.

Codex Task Delegation

Optimizes developer productivity by intelligently routing tasks between Claude Code and Codex based on complexity, urgency, and scope.

Slidev Presentations

Generates professional, code-centric Markdown presentations using the Slidev framework for developers.

PMC Ticket Completion

Finalizes project tasks by generating standardized documentation, verifying test results, and automating git commits.

FastAPI Production Scaffolding

Generates production-ready FastAPI project structures featuring asynchronous patterns, dependency injection, and scalable architecture.

Git Workflow & Release Manager

Standardizes development cycles with simplified GitFlow patterns, conventional commits, and automated multi-environment release workflows.

Neon Postgres Connection & Migrations

Configures reliable PostgreSQL connections and manages schema migrations for Neon's serverless database platform.

AI Illustration Prompt Architect

Generates high-quality, structured image prompts for AI generators like Midjourney and DALL-E using a six-principle optimization framework.

RAG System Implementation

Build production-grade Retrieval-Augmented Generation (RAG) systems to ground LLM applications in external knowledge.

Environment Configuration Patterns

Standardizes environment variable management, configuration validation, and consistency across local and CI environments.

Secrets Management for CI/CD

Implements secure secrets handling for CI/CD pipelines using Vault, AWS Secrets Manager, and native platform solutions.

Network Proxychains Automator

Automatically resolves network connectivity issues by routing CLI commands through proxychains4.

Error Handling Conventions

Standardizes error mapping, presentation, and recovery patterns to ensure consistent failure behavior across your codebase.

Session Retrospective

Analyzes Claude Code sessions and git history to generate actionable retrospective reports for continuous workflow improvement.

Application Containerization & Kubernetes Packaging

Streamlines the containerization of applications using Docker, docker-compose, and Helm charts with a focus on production security.

Structured Workflow Patterns

Implements reusable architectural patterns for structuring complex AI workflows and multi-step agent tasks.

SAST Security Configuration

Configures and automates Static Application Security Testing (SAST) tools to identify and remediate code vulnerabilities early in the development lifecycle.

SND Plugin Reference Tracker

Tracks official repositories, IPC status, and documentation gaps for FFXIV Dalamud plugins used in SND macros.

RAG Pipeline Architect

Implements end-to-end Retrieval-Augmented Generation workflows to enable accurate AI querying of specialized documentation and technical textbooks.

Skillset

Enables deterministic skill invocation for Claude Code using a shorthand alias syntax to provide explicit control over context loading.

Claude Codex Guardrail Loop

Automates a multi-stage quality gate loop using Codex for rigorous planning validation and implementation review.

Drizzle Schema & Migration Manager

Standardizes and automates the Drizzle ORM schema management, migration generation, and database seeding workflow.

Agent Tool Design

Optimizes the creation and refinement of agent-facing tool APIs to improve reliability and reduce cognitive load for language models.

OpenWebF JS Performance Optimizer

Measures and optimizes WebF application performance through JavaScript-side instrumentation and architectural best practices.

FastAPI Project Templates

Generates production-ready FastAPI project structures with async patterns, dependency injection, and comprehensive error handling.

Harness & Jira Orchestrator

Automates CI/CD pipelines, pull request workflows, and bi-directional Jira synchronization through the Harness MCP server.

Learning Translation Quality Assurance

Evaluates the pedagogical equivalence and educational accuracy of translated learning materials to ensure consistent instructional quality across languages.