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Agent-Native Architecture

Enables the design of autonomous, tool-driven applications where features are outcomes achieved by agents operating in a loop.

Nextest Changelog Preparer

Automates the creation of standardized, user-facing changelog entries for Nextest releases following the Keep a Changelog format.

Git Worktree Manager

Streamlines parallel development by managing isolated Git worktrees with automatic environment synchronization and interactive cleanup.

Biopython Molecular Biology

Simplifies computational molecular biology tasks including sequence manipulation, phylogenetic analysis, and programmatic NCBI database access.

Claude Skill Architect

Guides the creation and optimization of modular Claude Code Skills using the professional Router Pattern.

Git Flow Assistant

Automates standardized Git commits and Merge Request creation using natural language prompts and task tracking.

E2E Testing Patterns

Implements robust end-to-end testing suites using Playwright and Cypress to ensure application reliability and prevent regressions.

Geo Research Plus

Executes comprehensive geopolitical intelligence and data-driven research using the GDELT database and specialized analysis agents.

ML Pipeline Workflow

Builds end-to-end MLOps pipelines from data preparation and model training through to production deployment.

Andrew Kane Gem Writer

Architects clean, production-ready Ruby gems following the battle-tested patterns of Searchkick creator Andrew Kane.

Feishu MCP Sync

Simplifies environment setup by automatically configuring Feishu MCP URLs for both Claude Code and Cursor IDE.

Claude Code Workflow Optimizer

Optimizes your Claude Code environment by analyzing usage history, discovering community resources, and generating tailored configurations.

SpecKit Safe Update

Manages and updates SpecKit installations while intelligently preserving project-specific customizations and configurations.

Langfuse Backend Development Guide

Streamlines backend development for Langfuse monorepos using Next.js 14, tRPC, and layered architecture patterns.

Git Worktree Manager

Manages isolated Git worktrees for parallel feature development and seamless code reviews without branch switching overhead.

Compliance Architecture Expert

Designs enterprise-grade, compliant cloud architectures for SOC 2, HIPAA, GDPR, and PCI-DSS standards.

Project Constitution Guide

Standardizes project rules and architectural patterns for AI agents through token-efficient, machine-optimized constitution files.

Deep Research Diffusion

Conducts exhaustive, multi-perspective research using parallel agent workers and iterative gap detection.

Next.js Stripe Integration

Implements secure Stripe payment processing, subscription management, and webhook handling for modern Next.js applications.

Git Ship Automation

Automates the complete Git workflow from conventional commits and pull request creation to CI monitoring and final merging.

GitHub Actions Ubuntu Slim Migrator

Optimizes GitHub Actions workflows by migrating eligible jobs to lightweight ubuntu-slim runners for cost and resource efficiency.

Git Conventional Commit Generator

Generates standardized Git commit messages following the Conventional Commits specification with automatic project configuration detection.

Developer Growth Analysis

Analyzes your coding patterns and chat history to identify skill gaps and deliver personalized learning resources via Slack.

Layer Bookkeeper

Manages professional accounting and bookkeeping tasks through the Layer API with strict precision and financial reporting.

Academic Paper Analyzer

Transforms complex academic papers into detailed, evidence-based narrative explanations with rigorous citation standards for research workflows.

Universal Wisdom Weaving

Synthesizes ancient wisdom traditions with modern consciousness frameworks to provide technical navigation protocols and pattern-based insights.

Objection Pattern Detector

Analyzes sales data to identify recurring barriers and generates proven response playbooks from successful deals.

SPECLAN ID Generator

Generates unique, collision-free identifiers for SPECLAN entities using automated collision detection and format-specific logic.

Auth Implementation Patterns

Implements secure authentication and authorization systems including JWT, OAuth2, and role-based access control.

AWS Cost & Operations Optimizer

Optimizes AWS infrastructure through real-time billing analysis, performance monitoring, and security assessments using integrated MCP servers.