Skill UI

This skill performs pharmacokinetic and pharmacodynamic modelling, including non-compartmental analysis, compartmental fitting, and population PK. It helps derive exposure metrics, evaluate dosing regimens, and predict drug interactions using Python scripts. Suitable for analyzing concentration-time data and supporting clinical pharmacology workflows.

This skill applies Refactoring.Guru-inspired rules for diagnosing code smells and selecting appropriate refactoring techniques. It helps preserve behavior while avoiding uncontrolled redesign. Before making design or code decisions, read the mini rules first. Use the full guide only as a deeper reference when needed. It ensures targeted cleanup without over-engineering.

This skill helps maintainers verify reported bugs in the mcp-toolbox project. It involves analyzing issue reports, checking versions and configurations, and attempting local reproduction to determine if the bug is real, fixed, or misconfigured. The process requires citing specific evidence like file paths and commit SHAs to support verdicts such as confirmed, already-fixed, or client-side issues. It ensures efficient bug triage without unnecessary infrastructure setup.

TLC Discover transforms unshaped ideas into verdicts and design documents covering decisions, flows, and contracts. It helps teams research problems, understand feasibility, and decide whether to build before planning how. This tool prevents premature solution proposals and ensures concrete values for decisions, creating a plan anyone can follow without attending the original discussion.

This skill helps identify issues in Superpowers sessions by analyzing transcripts and evidence. It assists in troubleshooting problems like repeated work, ignored plans, or unexpected costs. The process involves locating session files, triaging dimensions, generating detailed reports, and optionally creating GitHub issues or export bundles for maintainers. All findings must cite specific paths and lines.

This tool assists arbitration counsel and selection teams in researching investor-State dispute settlement (ISDS) arbitrators. It summarizes arbitrator experience based on primary documents and helps shortlist candidates for specific cases. Features include profile generation, issue track records, and verification of appointments and dissents. Grounded in UNCTAD and ICSID data, it supports decision-making without providing legal advice.

This skill helps legal teams evaluate and classify legal risks using a severity and likelihood matrix. It calculates risk scores to determine appropriate actions, from monitoring low risks to escalating critical issues to senior counsel. Useful for contract review, deal exposure analysis, and compliance management.

This skill helps authors assess whether a manuscript genuinely fits the Journal of Systems Engineering (Tianjin University), or decide among six adjacent Chinese journals. It uses a five-gate scoring system and provides explicit rerouting rules.

This skill guides researchers in selecting and refining topics for the Journal of Systems Engineering (Tianjin University). It helps define system boundaries, identify feedback loops, and ensure testable questions. It prevents vague topics by requiring specific system structures and verifiable outcomes. Suitable for academic research in systems engineering, operations research, and complex systems.

A skill for mistake-proofing code, interfaces, schemas, and state machines so that misuse cannot be expressed. It helps design type-safe APIs, audit existing code for footguns, and fix recurring bugs by closing entire error classes. Covers concepts like making invalid states unrepresentable, parsing instead of validating, and distinguishing concepts that share a primitive.

Before modifying database objects like tables or procedures, trace all references across SQL and application code to produce a blast-radius report. This helps identify dependencies and assess risks before making changes in legacy codebases. It covers direct and indirect references to ensure safe schema modifications and prevent unintended breakages.

This skill acts as an AI Solutions Architect to diagnose and plan AI projects. It analyzes existing code or constraints for new projects, proposes existing skills, and generates implementation plans and task backlogs in Spanish. It helps define technical roadmaps and expert squads for both new and evolving projects.