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Work Reflection & Knowledge Capture

Captures and organizes work session insights into structured Linear documentation using a two-layer knowledge architecture.

Slack GIF Creator

Generates and optimizes animated GIFs and custom emojis specifically tailored for Slack's file size and dimension constraints.

Vector Index Tuning

Optimizes vector database performance by balancing search latency, recall accuracy, and memory footprint.

Rust Resource & Smart Pointer Guide

Optimizes Rust memory management and smart pointer selection to ensure efficient resource handling and thread safety.

Sprint Orchestration

Manages end-to-end development sprints using hierarchical workflows and fresh-context task execution for modular software development.

Next Steps

Analyzes repository state and project management data to recommend the highest-impact next tasks.

Social Persona Creator

Architects customized AI personas with unique voices and specialties for automated social media content generation.

Neurochemical Feed Science

Explains the scientific research and neurochemical optimization framework behind the Agentic Social Server.

Skill Creation & Quality Guide

Provides a comprehensive framework and automated tooling for building high-density, LLM-optimized Claude Code skills.

Domain Name Brainstormer

Generates creative project names and verifies domain availability across multiple extensions to streamline the branding process.

Lefthook Git Hook Manager

Automates the configuration of Lefthook git hooks to streamline linting, formatting, and testing workflows across multiple programming languages.

Agentic Prompt Crafting

Optimizes AI agent behavior through specialized prompt engineering patterns and best practices for complex, autonomous workflows.

GitHub PR Reviewer

Performs comprehensive GitHub Pull Request reviews by analyzing code quality, security, and architecture with optional JIRA ticket integration.

Marketplace Manager

Automates the validation and maintenance of Claude Code plugin marketplace repositories to ensure structural integrity and data consistency.

Anthropic Brand Identity

Applies Anthropic's official brand colors, typography, and visual design standards to generated artifacts and documents.

Rust Machine Learning & AI

Guides the development of high-performance ML and AI applications in Rust using memory-efficient patterns and GPU acceleration.

Neovim Configuration Manager

Streamlines the setup, customization, and troubleshooting of modern Lua-based Neovim environments using lazy.nvim.

CQRS Architecture Implementation

Implements Command Query Responsibility Segregation (CQRS) patterns to build scalable, high-performance backend architectures.

Effective Coding Standards

Applies robust engineering principles, property-driven design, and cross-platform native patterns to ensure high-quality, maintainable software.

Rust Resource Lifecycle Management

Manages Rust resource lifecycles through RAII, lazy initialization, and efficient connection pooling patterns.

Taste Profiler

Analyzes writing samples to create and refine sophisticated author profiles for consistent AI-driven content generation.

QLoRA Experimentation & Optimization

Optimizes LLM fine-tuning via advanced QLoRA patterns, hyperparameter tuning, and memory-efficient implementation strategies.

Global Workflow & Standards

Standardises development processes with rigorous Git protocols, multi-tier branching strategies, and British English localisation for software teams.

Molfeat Molecular Featurization

Converts chemical structures into numerical representations for molecular machine learning and drug discovery workflows.

PostgreSQL Development Patterns

Enforces production-grade PostgreSQL standards for transaction safety, strict typing, and consistent naming to prevent data corruption.

Property-Based Testing

Enhances software reliability by generating random inputs to verify invariants and edge cases across multiple programming languages.

Book SFT & Style Transfer Pipeline

Builds high-quality fine-tuning datasets from literary works to train AI models in specific authorial voices and writing styles.

Git Branch Finalizer

Streamlines the end-of-feature workflow by verifying tests, managing branch merges, and automating Pull Request creation.

Technical Writing House Style

Enforces clarity and authenticity in developer documentation by removing robotic AI patterns and filler.

Rust CLI Development

Builds robust, ergonomic command-line tools in Rust using industry-standard libraries and best practices.