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Advanced Rust Development
Development
Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.
Elixir Pro
Development
Master Elixir with OTP patterns, fault tolerance, and Phoenix LiveView for concurrent and distributed systems.
Memory - Long-term Context
Productivity
Reads long-term memory files (errors.md, context.md, files.md) to access historical context, code references, and error fix records. Useful after session compaction or when needing to recall previous discussions, avoid repeating mistakes, or find code patterns.
Quantum Calibration Analyzer
Data & AI
Analyzes quantum hardware calibration data to select optimal qubits and gate configurations for circuit execution. Helps improve circuit fidelity by ranking qubits based on coherence times, gate error rates, and crosstalk. Useful when calibrating or executing on IBM, Google, or Amazon quantum processors.
AWS IaC Change Safety Review
DevOps
Review AWS infrastructure-as-code changes for safety risks across CDK, CloudFormation, Terraform, and more. Identify risks and provide safe next actions.
Hybrid Search Implementation
Data & AI
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems or building search engines when neither approach alone provides sufficient recall.
Error Detective
Development
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.
Accessibility Compliance Auditor (ADA/WCAG)
Legal & Compliance
Audit web applications for ADA and WCAG compliance with remediation guidelines and legal risk assessment.
No Johns Setup Troubleshooter
Development
Diagnoses and fixes common setup issues for No Johns, an AI training framework for Melee. Runs systematic checks on Python 3.12, required packages (libmelee, pyenet), configuration files (Dolphin path, ISO, connect code), Dolphin installation, and arena connectivity. Useful when users encounter errors during initial setup or after updates.
Git Workflow
Development
Git operations and pull request workflows. Create PRs, rebase branches, resolve conflicts, merge with rebase. Use when ready to create a PR or when working with git branches and upstream.
Patch Notes Generator
Documentation
Generate player-facing patch notes from git history, sprint data, and internal changelogs. Translates developer language into clear, engaging player communication.
Risk Metrics Calculation
Data & AI
Comprehensive portfolio risk metrics calculation including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use for measuring risk, implementing limits, or building monitoring systems.