Tensor Network Research
Use when the user asks about tensor networks, tensor decompositions (CP, Tucker, HOSVD, HOOI, Tensor Train / TT, Matrix Product State / MPS, Tensor Ring / TR, Hierarchical Tucker / HT, PEPS, MERA, TTN, LPS, PARAFAC, randomized / streaming / sparse / nonnegative / orthogonal decompositions), tensor optimization on manifolds (Riemannian, Grassmann, Stiefel, fixed-rank, quotient, ALS, block coordinate, proximal, trust-region, projected gradient, Łojasiewicz / KL convergence), numerical linear algebra for tensors (SVD, QR, eig, polar, randomized SVD, Lanczos, Arnoldi, preconditioning, matrix compl
Install
npx skills add haotong-Duan/tensor-network-research --skill tensor-network-researchgit clone --depth 1 https://github.com/haotong-Duan/tensor-network-research.git /tmp/tensor-network-research
mkdir -p ~/.claude/skills
cp -r /tmp/tensor-network-research/. ~/.claude/skills/tensor-network-researchPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# Tensor Network Research A research-grade assistant skill for tensor network science. Use this skill whenever a question, design task, paper draft, or implementation sits in the tensor-network / tensor-decomposition / tensor-manifold / tensor-network-ML neighborhood. ## What this skill provides 1. **Ten knowledge modules** under `references/` covering tensor algebra, decompositions, optimization, tensor networks, TN-ML, numerical linear algebra, scientific computing, proof assistance, paper reading, and paper writing. 2. **Eight workflows** under `workflows/` for reasoning, implementation, paper reading, paper writing, proof writing, algorithm design, coding, and experiment design. 3. **Reusable templates** under `templates/` for prompts, code, and reference patterns. 4. **Anti-patterns** under `mistakes/common-mistakes.md`. 5. **Resource index** covering notation, glossary, formula library, textbooks, seminal and recent papers, libraries, datasets, and repositories. ## When to load sub-files | User intent | Load first | | --------------------------------------------------- | ------------------------------------- | | Derive / verify a tensor identity | `references/01-tensor-algebra.md` | | Choose or critique a decomposition | `references/02-tensor-decompositions.md` |
Details
- Skill name
tensor-network-research- Repository
- haotong-Duan/tensor-network-research
- Repo updated
- 9 July 2026
FAQ
What does the Tensor Network Research skill do?
Use when the user asks about tensor networks, tensor decompositions (CP, Tucker, HOSVD, HOOI, Tensor Train / TT, Matrix Product State / MPS, Tensor Ring / TR, Hierarchical Tucker / HT, PEPS, MERA, TTN, LPS, PARAFAC, randomized / streaming / sparse / nonnegative / orthogonal decompositions), tensor optimization on manifolds (Riemannian, Grassmann, Stiefel, fixed-rank, quotient, ALS, block coordinate, proximal, trust-region, projected gradient, Łojasiewicz / KL convergence), numerical linear algebra for tensors (SVD, QR, eig, polar, randomized SVD, Lanczos, Arnoldi, preconditioning, matrix compl
How do I install the Tensor Network Research skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add haotong-Duan/tensor-network-research --skill tensor-network-research. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Tensor Network Research popular?
It lives in haotong-Duan/tensor-network-research, which has 5 GitHub stars and 0 forks.
Related skills
Tikz Scientific Figures
5PM-Shawn/tikz-scientific-figures
Create publication-grade scientific figures and schematic diagrams with TikZ/PGFPlots, output as vector PDF (and SVG for visual editing). Use when the user wants a figure for a paper/thesis/report, a data plot (line, scatter, bar, error-bar, heatmap, log axis), a circuit diagram, a flowchart or block diagram, a free-body/force or geometry schematic, a biology figure (immunofluorescence/tissue, cell, signaling pathway, gene or plasmid map), a CS/ML figure (neural network, system architecture, finite-state machine, tree, graph), or a molecular structure — especially when they mention TikZ, PGFPl
Scientific Research Helper
5NguyenAn2812/scientific-research-helper
Supports the entire scientific research process in English, designed for undergraduate and graduate students across all disciplines. Activate this skill when the user: - Wants to brainstorm research topics, identify research questions, or define research objectives - Asks about the structure of academic papers, theses, dissertations, or research reports - Needs to review, critique, or provide feedback on a research document - Asks about research methods, sampling approaches, or research design - Needs help writing a literature review, theoretical framework, or discussion section - Wants to che
Easy Auto Research
1wjc2830/Easy-AutoResearch-for-DeepLearning
Set up, steer, and resume Easy-Auto-Research for Deep Learning — a human-supervised, multi-role deep-learning research loop for Claude Code. It proposes experiments, edits versioned code copies, launches training, monitors progress, evaluates evidence against a goal, and persists state across cycles. Use this skill through natural-language requests to start a run, provide guidance, interrupt active work, inspect progress, or continue a stopped run.
Scientific Figure Studio
5zlsjtj/FigureCraft
FigureCraft 根据科学对象、关系和数据制作科研图与语义配色。适用于机制、硬件、分层材料、定量图及整套配图，交付可编辑图源和分别记录的技术、科学与视觉审阅，保留数值、拓扑和修改范围。
Family History Research
Assists with genealogy research projects. Plan and execute family history research with systematic methodology.
Paper Evidence Framing
5zlsjtj/PaperCraft
PaperCraft 用于研究论文的创新定位、工作量呈现、图文精修和透明审阅。按已有证据交付实际修订稿、黄色审阅标记与中文诊断，也支持仅审阅、局部修改、续改和实验未完成的稿件。
Browse the most popular Claude skills, all research & science skills, or write your own with the skills generator.