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RDKit Cheminformatics Toolkit

Performs advanced molecular analysis, descriptor calculation, and chemical reaction modeling for drug discovery and computational chemistry.

Supabase DB Migration & RLS Security

Manages Supabase database migrations with built-in RLS auditing, schema validation, and safe DDL execution workflows.

Native Data Fetching for Expo

Implements robust API requests, data fetching patterns, and offline-first strategies for Expo and React Native applications.

Quick Game Tweaks

Adjusts game parameters like movement speed, object scale, and difficulty settings through rapid iteration and script modification.

kcap Knowledge Capture

Captures and distills web content, YouTube videos, and Twitter threads into structured markdown notes for personal knowledge management.

Hugo S3 & CloudFront Deployment

Automates the deployment of Hugo static websites to AWS S3 and CloudFront using secure OIDC authentication and optimized caching strategies.

TypeScript Code Similarity Finder

Detects duplicated TypeScript code and provides actionable refactoring plans to improve project maintainability.

AI-Factory Implementation Planner

Plans software feature implementations with automated branch management and structured task dependency mapping.

Swarm Supervisor

Orchestrates parallel AI workers through the full development lifecycle from task decomposition to automated PR review.

TypeScript Testing Standards

Enforces a flat, mock-minimal unit testing architecture for Vitest and Jest in TypeScript projects.

Cross-Platform Development Methodologies

Guides the evaluation and implementation of multi-platform application strategies using shared codebases for iOS, Android, and web.

TypeScript Type Checker

Executes comprehensive TypeScript type checks using specialized sub-agents or CLI fallbacks to ensure code integrity.

TypeScript File Search

Optimizes file and symbol discovery within TypeScript and React projects using specialized AI search agents.

TypeScript & React Coding Standards

Enforces high-quality implementation patterns for TypeScript and React to ensure code maintainability and type safety.

Static Blog Post Creator

Adds a new, styled blog article card to your website's blog page with consistent formatting and layout.

Collaboration Annotations

Facilitates asynchronous human-agent communication through standardized inline HTML comments and automated response workflows.

Observe Before Editing

Enforces an observation-first debugging workflow by verifying system outputs and logs before making code changes.

Mermaid Flowchart Designer

Generates clear, accessible, and professional Mermaid flowcharts following structural and aesthetic best practices.

Image Generation with OpenAI

Generates and edits high-quality visual assets, icons, and UI elements directly within your development environment using OpenAI models.

CodeQL Static Analysis Handbook

Performs advanced interprocedural static analysis and complex data flow tracking to identify deep-seated security vulnerabilities.

Code Review Pipeline

Orchestrates a multi-agent team to perform parallel code reviews, cross-validate findings, and automatically resolve critical issues.

Academic Paper Search

Automates academic research in engineering fields by searching, filtering, and cataloging papers from Semantic Scholar and arXiv.

Paid Ads Marketing

Optimizes and scales paid advertising campaigns across major platforms like Google Ads and Meta to drive efficient customer acquisition.

Android APK to OpenAPI Extractor

Extracts validated OpenAPI 3.1.0 specifications from Android APK, APKM, and XAPK files by decompiling application code and mapping REST API endpoints.

OpenSpec Workflow Manager

Automates the progression of software changes by generating sequential artifacts through the OpenSpec workflow schema.

Temporal Troubleshooting

Diagnoses and resolves complex Temporal workflow issues including non-determinism, timeouts, and stuck executions.

Maestro Analysis

Maps natural language queries to advanced code analysis tools for deep architectural exploration and data flow tracking.

Research Reviewer (Rule of 5)

Conducts rigorous, multi-pass iterative reviews of research documents to ensure accuracy, clarity, and actionable insights.

Phased Review Workflow

Conducts automated multi-stage code reviews and security audits with parallel sub-agents and gated test verification.

Recursive Multi-Directory GNU Make

Optimizes multi-directory build processes using recursive Makefiles and high-performance parallel patterns.