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Academic Venue Templates

Provides comprehensive LaTeX templates and submission guidelines for major scientific journals, academic conferences, and grant proposals.

API Design Principles

Designs and refactors intuitive, scalable REST and GraphQL APIs using industry-standard patterns and best practices.

Scientific Critical Thinking

Evaluates the rigor of scientific claims by assessing methodology, identifying biases, and grading evidence quality using standardized frameworks.

Session Context Health

Monitors and analyzes Claude Code token usage, budget status, and context window health to optimize session performance.

Systematic Literature Review

Conducts comprehensive, multi-database literature searches and synthesizes findings into professionally formatted research documents with verified citations.

Vue Development & TDD Workflow

Enforces a strict test-driven development cycle for Vue 3 and Nuxt 3, featuring automated E2E test generation from Gherkin acceptance criteria.

Microservices Patterns & Architecture

Implements robust microservices architectures using proven design patterns for service decomposition, event-driven communication, and distributed system resilience.

Promptfoo LLM Evaluation

Automates LLM output testing and prompt optimization using the Promptfoo framework for systematic benchmarking.

Go 1.23+ Backend Specialist

Builds high-performance Go microservices, CLI tools, and concurrent applications using modern frameworks like Fiber and Gin.

Research Lookup

Automates academic literature search and technical research using Perplexity's Sonar models with intelligent reasoning selection.

Seaborn Statistical Visualization

Creates publication-quality statistical graphics and complex data visualizations using a high-level Python interface.

Modern C++ Specialist

Develops high-performance applications using C++23 and C++20 standards with a focus on memory safety, RAII, and modern build systems.

Frontend Design

Creates distinctive, production-grade frontend interfaces with a professional UI/UX designer's mindset and high-end aesthetic standards.

Flow Nexus Swarm & Workflow Orchestration

Orchestrates cloud-based AI agent swarms and event-driven workflows for complex automation and multi-agent coordination.

Amplifier Module Development

Facilitates the creation and integration of custom Amplifier modules including tools, providers, and hooks using standardized protocols.

Start Right Repo Scaffolder

Automates the creation of production-ready repositories with integrated CI/CD, branch protection, and automated release workflows.

Project History Retrieval

Excavates project history and session archives to recover specific decisions, preferences, and technical context through direct citation.

Codebase Auditor

Audits codebases for security vulnerabilities, technical debt, and production readiness using modern software engineering standards.

Developer Detective

Performs high-precision codebase investigations using AST-based structural analysis to trace data flows and analyze change impacts.

Marketing Copy Editor

Enhances marketing and conversion copy using a systematic seven-sweep framework to improve clarity, voice, and impact.

Comprehensive Software Testing

Standardizes test creation and quality assurance through structured unit, integration, and E2E testing patterns.

Korean UX Writing (SideDish Style)

Crafts professional Korean UI text and culinary-themed copy tailored for the SideDish project ecosystem.

Nous Self-Improving Context

Automates long-term memory and knowledge extraction to improve Claude's performance across coding sessions.

Ellie's Nix Environment Manager

Streamlines the creation of reproducible Nix-based development environments and handles ad-hoc tool execution without global installations.

Tester Detective

Investigates test coverage and quality using AST-based callers analysis to identify untested code and critical gaps.

Scientific Peer Review & Evaluation

Conducts structured, high-rigor peer reviews for scientific manuscripts and grant proposals using standardized reporting checklists.

Claude Code Insights

Analyzes Claude Code conversation history to provide semantic search, pattern detection, and interactive activity dashboards.

GitHub Repo Setup

Automates the creation of GitHub repositories with best-practice configurations for security, CI/CD, and community standards.

JSON Outputs Implementer

Implements Anthropic’s structured JSON outputs mode using Pydantic and Zod for guaranteed schema compliance.

Accessibility Auditor

Audits React and TypeScript applications for WCAG 2.2 Level AA compliance using risk-based severity scoring and MUI-specific awareness.