Skill UI

This skill generates comprehensive, production-ready database schema documents. It covers Entity-Relationship (ER) diagrams, detailed SQL DDL definitions, constraint analysis, index strategies, and access pattern optimization. Use it when designing a new database, documenting an existing one, or modeling complex data relationships for engineering review.

A specialized, read-only tool designed for penetration testing and red teaming. It performs comprehensive enumeration across AWS and Azure, allowing users to build a deep situational awareness of an environment. Key functions include identifying internet-exposed endpoints, retrieving sensitive secrets, and mapping critical trust relationships (like sts:AssumeRole) necessary for planning lateral movement or privilege escalation.

Builds or rebuilds the ADR index and dependency graph from on-disk ADR files, persisting records and relationship edges (supersedes, amends, related, depends-on) to AgentDB namespaces for semantic search and integrity checks.

Expertise in managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by a transportation manager with 15+ years of experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance screening. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.

A comprehensive tool designed to reorganize and optimize your professional networks on X and LinkedIn. Instead of treating outbound connections as mere lead lists, it analyzes your social graph by identifying pruning opportunities, recommending high-value connections to keep, and generating warm outreach drafts. Use it to enhance relationship quality and strategic growth.

A comprehensive guide to best practices for data access and persistence in Spring Boot using JPA and Hibernate. Covers critical topics such as entity modeling, relationship management (preventing N+1), transaction handling, query optimization, indexing strategies, and connection pooling.

This tool is designed to analyze source code by extracting core entities (classes, functions, modules, types) and mapping their complex relationships (imports, inheritance, calls, dependencies). It constructs a comprehensive Knowledge Graph (KG) in AgentDB. This is essential for detailed dependency analysis, understanding large codebase structures, and performing accurate impact assessments.

This tool performs pathfinder traversal across a knowledge graph starting from a specified seed entity. It expands outward through causal edges, calculates path relevance scores, and prunes low-similarity branches. It is ideal for conducting impact analyses, tracing dependency chains, or understanding complex relationships within a structured knowledge base.

This skill helps discover natural groupings within a large collection of semantic embeddings using the `ruvector` tool. It employs graph-based algorithms (Spectral/Louvain) to cluster code or data, revealing underlying themes, identifying outliers, and organizing vast vector sets. Ideal for analyzing codebases or large datasets to understand relationships between entries.

A comprehensive guide to help researchers determine if their Additive Manufacturing (AM) manuscript meets the high scientific rigor required by leading journals. It focuses on shifting the narrative from 'part printing' to process-structure-property relationships, process physics, and advanced qualification methods. This tool helps authors refine their work for optimal journal targeting and submission readiness.

This guide outlines the strategic process for developing a scholarly review article after receiving an invitation. It details how to align the full review's scope with the editor, manage the co-development relationship, and anticipate the specific critical questions posed by Annals referees, ensuring the article maintains a strong framework and critical attitude.

This guide outlines the rigorous methodology for developing theoretical arguments, specifically for top-tier academic journals. It focuses on the 'craft of theory construction'—defining necessary constructs, deriving relationships, specifying underlying mechanisms, and setting boundary conditions. It is a conceptual framework tool, not an empirical data analysis method, helping researchers elevate the rigor of their theoretical contributions.