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Security FP Pattern Finder

Automates the identification and suppression of false positive security alerts through deterministic pattern analysis and surgical rule generation.

LimaCharlie Test Sensor Deployment

Deploys a temporary LimaCharlie EDR agent to local Linux or macOS environments for rapid security testing and detection rule validation.

Requirement Analysis

Transforms raw interview data and developer notes into structured, actionable requirement specifications with implementation guidance.

WCAG Audit Patterns

Conducts comprehensive WCAG 2.2 accessibility audits using automated testing patterns and manual remediation guidance.

GitHub & Linear PR Review

Integrates GitHub pull requests with Linear issue tracking to automate requirement validation and comprehensive code reviews.

README Internationalization (i18n)

Synchronizes and translates project README files between English and Traditional Chinese while maintaining structural integrity.

Go Concurrency Patterns

Implements production-grade Go concurrency patterns including worker pools, pipelines, and graceful shutdowns.

TinyVue Component Assistant

Generates and implements production-ready UI components using the OpenTiny TinyVue framework with strict API compliance.

Python Testing Patterns

Implement robust Python testing strategies using pytest, fixtures, and advanced mocking techniques.

Threat Mitigation Mapping

Maps identified security threats to specific technical and process-based controls to create actionable remediation plans.

Persistent Project Memory

Maintains long-term context across development sessions by storing and retrieving architectural decisions, coding conventions, and user preferences.

LimaCharlie Sensor Tasking

Orchestrates real-time command execution and forensic data collection across LimaCharlie EDR sensors for incident response and fleet management.

Velociraptor DFIR Integration

Orchestrates digital forensics and incident response by launching Velociraptor artifact collections and analyzing telemetry within the LimaCharlie ecosystem.

Apple MLX Development

Develops high-performance, idiomatic machine learning code for Apple Silicon using the MLX framework.

NPM Trusted Publisher Automator

Automates the setup and verification of npm Trusted Publishers for GitHub Actions using browser-driven CLI tools.

Claude Plugin Creator

Automates the scaffolding and configuration of new Claude Code plugins with standardized directory structures and metadata.

Modern JavaScript Patterns

Refactors legacy code and implements modern ES6+ syntax, functional programming, and asynchronous patterns to improve code quality and performance.

Turborepo Monorepo Expert

Optimizes JavaScript and TypeScript monorepo build pipelines using Turborepo's advanced caching and task orchestration.

Think Deeply

Prevents reflexive agreement by enforcing structured analysis and multi-perspective exploration for complex decision-making.

Literature Research Specialist

Conducts deep academic literature searches and transforms complex research into engaging, public-facing WeChat content.

BioGeoBEARS Biogeographic Analysis

Sets up and executes probabilistic inference of ancestral geographic ranges on phylogenetic trees using BioGeoBEARS in R.

Microservices Architecture Patterns

Design and implement scalable microservices using proven patterns for service decomposition, event-driven communication, and system resilience.

LimaCharlie Security Reporting

Generates accurate multi-tenant security, operational, and billing reports across LimaCharlie organizations.

API Development Standards

Implements professional RESTful design principles and secure backend architecture patterns for robust API services.

Android Crash Analyzer

Analyzes Firebase Crashlytics stack traces to automate triage, identify root causes, and suggest code fixes for Android applications.

Biopython Molecular Biology

Streamlines computational molecular biology tasks using the Biopython toolkit for sequence analysis, structural bioinformatics, and NCBI database integration.

Error Handling Patterns

Implements robust error handling strategies and resilience patterns across multiple programming languages to build fault-tolerant applications.

Git Advanced Workflows

Optimizes repository management through advanced Git techniques like interactive rebasing, bisecting, and worktrees to maintain a clean commit history.

TorchDrug Graph-Based Drug Discovery

Powers AI-driven drug discovery using PyTorch for molecular property prediction, protein modeling, and chemical retrosynthesis.

Scientific Resource Detector

Detects system hardware capabilities to provide strategic recommendations for computationally intensive scientific tasks.