Skill UI

Biopython is a comprehensive Python library designed for computational molecular biology. It provides robust tools for handling biological sequences (DNA, RNA, Protein), structural analysis (PDB), sequence alignment, phylogenetic tree construction, and interfacing with major public databases like NCBI (Entrez). Ideal for researchers performing advanced bioinformatics tasks.

This skill helps developers programmatically discover, filter, and inspect the entire OpenMed model registry. It allows users to find the correct model key for specific clinical tasks (e.g., diseases, oncology, PII detection), filter by language, size, or task, and review model metadata before loading. It pairs with `loading-openmed-models`.

This tool provides a preferred, end-to-end method for modifying code in real-world repositories. It simulates a professional development workflow: cloning the target repository, running changes on a dedicated task branch, and critically, verifying the implementation through an independent red $\to$ green $\to$ regression test loop. It is designed for fixing GitHub issues, implementing new features, or adding functions to existing codebases, ensuring the structural integrity and correctness of the changes.

A specialized downstream skill for advanced CTF and security sandbox environments. This tool is used when the challenge requires reconstructing the exact message sequence, state transitions, and field mutations necessary for a system to accept a session. It handles complex tasks like recovering custom framing, checksum validation, stateful replay, and identifying the minimal conversation path that proves a specific branch acceptance.

This skill is designed for deep forensic analysis of asynchronous processing chains, specifically focusing on 'drift'—behavioral or configuration differences between a synchronous request path and subsequent worker-executed tasks. Use it to trace payloads, inspect worker-only state, follow retry mechanisms, handle dead-letter queues, or connect enqueued items to eventual side effects (e.g., file writes, cache updates, emails). It is a specialized downstream tool, requiring prior orchestration context.

This tool monitors the health of a Git worktree by checking background verification tasks (type checking, unit testing, and build compilation). It analyzes dedicated log files to provide a non-blocking, actionable summary of whether the branch is stable, helping developers quickly identify failures before committing.

A powerful, dependency-free CLI tool designed for programmatically creating, reading, analyzing, and modifying Microsoft Office files (.docx, .xlsx, .pptx). It supports deep DOM editing (L2) and raw XML manipulation (L3), allowing users to extract structured data, validate schemas, and perform complex document automation tasks from a single binary.

This tool captures the complete context of an ongoing session into a highly structured handoff file. It meticulously records key decisions, files modified, current operational status, and a clear, ordered list of next required steps. Use this feature when pausing work, switching tasks, or handing off the project to another instance to ensure zero context loss and immediate resumption.

Coordinates authorized multi-stage security assessments including full penetration testing, external-to-domain compromise, and attack path planning. The skill acts as a central orchestrator, routing reconnaissance, initial access, privilege escalation, lateral movement, and reporting tasks to specialized sub-skills. Intended for authorized engagements only.

Hivemind is an advanced orchestration layer designed to manage complex tasks using a parallel swarm of external, low-cost workers. It simulates a structured team workflow (scout, coder, tester) to decompose large problems, execute subtasks in isolated worktrees, synthesize aggregated results, and perform consensus reviews. This dramatically reduces token costs and enhances reliability for large-scale coding, research, and testing tasks.

Details comprehensive methods to maintain unauthorized access (persistence) on both Windows and Linux operating systems. Covers registry manipulation, scheduled tasks (schtasks), WMI event subscriptions, cron jobs, systemd timers, and advanced Active Directory abuses. Essential for authorized red team engagements and simulating advanced threat activity.

A comprehensive toolkit designed for reading, reviewing, and programmatically creating high-fidelity PDF documents. It supports content extraction from existing PDFs, generating professionally formatted reports, and validating visual quality through rendering to PNG images. Ideal for tasks requiring precise typography, layout integrity, and polished final deliverables.