Browse All Agent Skills

Prompt Engineering Patterns

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.

PR Formatter & Creator

Automates the creation and updating of structured Pull Request descriptions by analyzing commit history and code changes.

Similarity Search Patterns

Implements high-performance similarity search and vector database patterns for RAG, semantic search, and recommendation systems.

Hybrid Search Implementation

Combines vector similarity and keyword-based search to improve information retrieval accuracy in RAG systems and search engines.

Hypervisor Batch Processor

Coordinates high-volume batch operations using atomic locking patterns to prevent duplicate processing across parallel agents.

HDR Student Management

Organizes Higher Degree Research (HDR) student supervision, task management, and academic document workflows.

LLM Evaluation Suite

Implements comprehensive evaluation strategies for Large Language Model applications using automated metrics, human feedback, and LLM-as-judge patterns.

Mermaid Flowchart Designer

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

LangChain & LangGraph Architecture

Architects and implements sophisticated LLM applications using LangChain 1.x and LangGraph for advanced agent orchestration and state management.

Vector Index Tuning

Optimize vector database performance by tuning HNSW parameters, quantization strategies, and memory usage for efficient similarity search.

Decision Apply

Synchronizes manual decision annotations from daily notes with the task management system to automate status updates and dependency tracking.

Knowledge Base & Task Gardener

Maintains and optimizes personal knowledge bases and task hierarchies through incremental gardening activities like weeding, linking, and pruning.

RAG Implementation Master

Builds high-performance Retrieval-Augmented Generation (RAG) systems for AI applications using vector databases and semantic search.

Framework Infrastructure & Workflow Router

Orchestrates academicOps framework development through structured workflow routing, task lifecycle management, and logical derivation systems.

AcademicOps Framework Orchestrator

Manages framework infrastructure through standardized workflows, rigorous task lifecycles, and axiom-based logical derivation.

NativeWind Mobile Styling

Implements mobile-optimized Tailwind CSS patterns for React Native using NativeWind.

Excalidraw Diagram Design

Creates organic, hand-drawn diagrams and mind maps using Excalidraw for clear and engaging visual communication.

AcademicOps Framework Audit

Automates framework index curation and executes agent-driven acceptance tests to ensure documentation stays in sync with implementation.

Deep Research & Analysis

Conducts exhaustive, multi-threaded investigations using parallel agent teams to produce high-confidence synthesized reports from 20+ sources.

Academic & Professional PDF Generator

Converts Markdown documents into professionally formatted academic papers and formal letters with high-quality typography and automated layout detection.

Doc Sync Specialist

Keeps technical documentation in sync with codebase changes by identifying discrepancies and updating code examples.

Doc Sync Specialist

Synchronizes project documentation with real-time codebase changes to ensure accuracy and prevent outdated examples.

Doc Sync

Keeps project documentation perfectly aligned with codebase changes by identifying discrepancies and verifying API signatures.

Doc Sync Specialist

Keeps technical documentation and code implementations perfectly synchronized by identifying discrepancies and updating outdated examples.

Doc Sync for IdeaVim

Synchronizes IdeaVim documentation with code changes by verifying API signatures and implementation patterns.

Tmux Session Tools

Manages multiple terminal windows and background processes within tmux for complex development workflows.

C# and .NET Code Reviewer

Automates the review of C# code changes to ensure compliance with modern .NET 10 standards, SOLID principles, and architectural best practices.

Avalonia UI Development

Builds high-performance, cross-platform desktop and mobile applications using Avalonia UI and modern C# patterns.

Epidemiology Methods for R

Conducts comprehensive epidemiological analyses in R, covering study design, causal inference, and outbreak investigation.

Epidemiology Methods in R

Provides comprehensive R-based methods for epidemiological analysis, study design, and causal inference.