wubing2023
- 5 skills
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- ▌ Paper Spine 2 · wubing2023 bundleBuild, rewrite, audit, submit, revise, or transfer scholarly papers end to end, producing verified LaTeX/PDF/Word and target-specific publication packages.
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- ▌ Paper Reproduction · wubing2023 bundleUse whenever the user wants to reproduce, replicate, or verify results from an academic paper — especially ML/CV/NLP papers with public GitHub repos and Python codebases. Triggers on: 复现, reproduce, replicate, 复现论文, 跑论文代码, verify results, paper reproduction, 验证实验结果, 论文复现, check if a paper's results are real, run this paper's code, reproduce table X from paper Y. Handles the full pipeline: read paper → find code & data → build environment → smoke test → full run → compare results against paper claims. Even if the user only mentions a paper title without a PDF, invoke this skill — it will search for the PDF automatically.
- ▌ Paper Spine · wubing2023 bundleWrite, rewrite, or build a paper or report (journal, conference, report, review, competition) end to end, then output LaTeX/PDF/Word. The main PaperSpine entry point that orchestrates every step.
- ▌ Paperfig · wubing2023 bundleDesign, implement, revise, and validate publication-quality scientific figures from references, existing plotting code, and real project data. Trace every figure to source code and inputs; deconstruct reference figures; plan the scientific story and multi-panel structure; build complex model architecture and statistical panels; enforce a consistent visual system; and render-verify PDF/SVG/PNG outputs. Use for 科研配图, 论文配图, 找图的源代码, 参考图复刻与改造, 模型框架图, 多面板主图, figure redesign, or standardizing a research-figure process.