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Root Cause Tracing

Systematically traces bugs backward through the call stack to identify and fix the original source of errors rather than just symptoms.

Crypto Data Extraction

Extracts and normalizes multi-exchange market data, technical indicators, and social sentiment for comprehensive crypto analysis.

GitHub Issue & Pattern Researcher

Researches GitHub issues, PRs, and discussions to identify proven solutions, community patterns, and known implementation pitfalls.

Skill Sharing & Contribution

Guides developers through the standardized process of contributing custom Claude Code skills to upstream repositories using Git and GitHub CLI.

Community Management & Guidelines

Establishes inclusive community standards, moderation policies, and engagement strategies to foster thriving and safe online spaces.

Compression Progress Curiosity Engine

Implements Schmidhuber's compression progress theory to provide intrinsic curiosity rewards for autonomous AI learning and exploration.

Stripe Payments v2

Integrates secure, production-ready Stripe payment processing and subscription management into web applications with AI-guided workflows.

Condition-Based Waiting

Eliminates flaky tests and race conditions by replacing arbitrary timeouts with smart condition polling.

PR Creation

Automates the generation and creation of detailed GitHub pull requests using implementation plans, execution context, and project memory.

Genomics Analysis

Provides specialized strategies and code patterns for genomics and transcriptomics data analysis, visualization, and biological interpretation.

Documentation Updater

Synchronizes and maintains local caches of official Claude Code documentation to ensure your AI assistant has access to the latest technical references.

Condition-Based Waiting

Eliminates flaky tests and race conditions by replacing arbitrary timeouts with smart, polling-based condition checks.

CLAUDE.md Optimizer

Analyzes and refines CLAUDE.md files to maximize AI context efficiency and project comprehension for Claude Code.

Metabolomics Analysis

Provides expert strategies and domain knowledge for analyzing metabolic pathways, flux measurements, and biochemical mechanisms.

Flow Capture & Pattern Extraction

Captures non-linear thought streams and extracts meaningful patterns from hyperfocus sessions without imposing rigid structures.

LLM Auto-Update

Automatically synchronizes the latest LLM model specifications, pricing, and API documentation to ensure optimal architecture decisions.

Semantic Version Advisor

Automates semantic versioning decisions by classifying code changes and recommending appropriate version bumps.

Memento Session Manager

Manages persistent development sessions and work context across Claude Code conversation resets.

Systematic Debugging

Applies a rigorous four-phase framework to diagnose root causes and implement verified fixes for complex software bugs.

Subagent-Driven Development

Orchestrates sequential task execution using fresh subagents and automated code reviews to ensure high-quality, iterative code delivery.

Architecture Decision Designer

Generates comprehensive Architecture Decision Records (ADRs) that map technical choices to specific ecosystem constraints.

E2E Validator & Production Readiness

Automates end-to-end workflow testing and multi-factor production readiness validation in isolated environments.

Defense-in-Depth Validation

Implements a multi-layered validation strategy to prevent bugs from propagating through system execution layers.

Git Worktree Manager

Orchestrates isolated Git worktrees with automated setup and safety checks for parallel development.

Tidymodels Workflow Patterns

Implements end-to-end machine learning pipelines in R using the tidymodels ecosystem, from data splitting to model deployment.

LLM Evaluation & Testing

Implements comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and LLM-as-judge patterns.

Geohash Coloring Skill

Implements hierarchical spatial indexing with deterministic GF(3) color derivation for geospatial analysis and visualization.

Claude Code Expert

Provides deep technical knowledge and best practices for mastering the Claude Code agentic CLI tool.

Genomics Analysis in R

Simplifies complex bioinformatics workflows in R using Bioconductor for RNA-seq, microarray, and single-cell genomic analysis.

Unslopify

Refactors sloppy code by enforcing type strictness, single responsibility principles, and robust error handling patterns.