Skills
A showcase of skills and tools built by participants.
| Project | Description | GitHub |
|---|---|---|
| Sci-Brain | A skill to mimic the question patterns of great scientists, leading new researchers to think deeper. | QuantumBFS/sci-brain |
| Auto Coder-Tester | A skill that helps the agent understand your intent, ask clarifying questions, plan with detailed explanations, and automatically code with built-in testing. | Lizt1996/CC-Skill-Auto-Coder-Tester |
| Boltzmann Collision Integral | A theoretical and numerical study of the linearized Boltzmann collision operator for electron-electron scattering, focused on transport calculations beyond the relaxation-time approximation. | HongYuan129/boltzmann_transport |
| GMX-Concierge | A skill that guides you through preparing GROMACS molecular dynamics simulations, automating the routine yet error-prone setup process. | DivingWhale/GMX-Concierge |
| Moire Tight-Binding | Build effective tight-binding models for moire systems — from first-principles DFT on HPC to Slater-Koster fitting and physical property computation. | 47Wu/hackathon-2026 |
| PolyPhys Agent | An agentic skill suite for theoretical biophysicists to explore the relationship between microscopic physical parameters and macroscopic structural behavior in chromosome polymer modeling. | CodePioneer42/PolyPhys |
| easy-ssh | Local AI, Remote Execution — a Bash CLI tool that bridges local AI-assisted development with running compute-heavy jobs on remote servers. | exAClior/easy-ssh |
| Design Mott Materials | Use exact diagonalization with second-order perturbation to obtain effective models for strongly correlated insulating materials with active d or f electrons, based on ab initio calculations. | SQNing/Design_Mott_Materials |
| Condensed Matter Paper Reproduction | Reproduce calculations from condensed matter physics theory papers, generating a markdown plan of physical principles and procedures before coding in Python. | JohnWatson2333/condensed-matter-paper-reproduction-skill |
| Wigner Crystal Ansatz | Construct suitable ansatz trial density matrices that converge under Hartree-Fock self-consistent iteration to Wigner crystal states with different lattice structures. | hezc1928/wigner_crystal |
| Paperer | Search for high-quality articles, summarize them with a fixed structure, and organize papers within a single HTML page by topic and time. | QiushanHuang/paperer-skill-plugin |
| Arpes_Ana | Load ARPES data and extract EDC and MDC curves for analysis. | KeyuAN95/Arpes_ANA |
| SlidesMentor | Teaching-First NotebookLM — study a research paper with its code, understand the core ideas, and turn the material into clear teaching content like lecture slides. | QingyunQian/SlidesMentor |
| PaperDojo | A thinking coach built on daily paper feeds — do a 30-min thinking exercise, see the problem first, try to solve it with an AI coach, then compare with the authors’ approach. | HsiaHongKuan/paperdojo |
| Quill | Give it a topic and it teaches you the field through a four-act failure-driven narrative: the problem, the failed attempts, the solution landscape, and the open frontier. | Br0kenSmi1e/quill |