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Claude Skills by FOURTEEN1416
github.com/FOURTEEN1416951 skills0 installs77 views
- Stat Result ValidatorValidate statistical research outputs for formulation quality, method-to- problem alignment, theory presence, experimental evidence, fair comparison, artifact completeness, and final-claim consistency.Votes: 0GitHub stars: 10
- Statistical Experimental EvaluationDesign and run statistical experiments that test the formal problem, proposed methods, theoretical predictions, baselines, and ablations.Votes: 0GitHub stars: 10
- Statistical Method DesignDesign statistical methods, baselines, diagnostics, variants, and ablations that directly address a formal problem formulation.Votes: 0GitHub stars: 10
- Statistical Problem FormulationFormulate statistical research problems with formal notation, target parameters, assumptions, hypotheses, evaluation criteria, and theory targets.Votes: 0GitHub stars: 10
- Statistical Theory AnalysisAnalyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.Votes: 0GitHub stars: 10
- Data Statistics ReportGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.Votes: 0GitHub stars: 10
- Dev Adversarial Code ReviewAdversarial code review from hostile reviewer personas. Use when a genuinely critical review must break self-review blind spots.Votes: 0GitHub stars: 10
- Dev Ai SecurityUse when assessing AI/ML systems for prompt injection, jailbreak, model inversion, data poisoning, or agent tool abuse.Votes: 0GitHub stars: 10
- Dev Code Backend一句话生成项目·后端编码。按设计实现后端(FastAPI/Flask/Express)+数据库。Use when 后端编码/写后端.Votes: 0GitHub stars: 10
- Dev Code Frontend一句话生成项目·前端编码。按设计实现前端界面(React/Vue/纯HTML)。Use when 前端编码/写前端.Votes: 0GitHub stars: 10
- Dev Code Review GuideUse when writing review comments, auditing code quality, or establishing team review standards and process.Votes: 0GitHub stars: 10
- Dev Code ReviewAutomated multi-language code review; detects issues and generates review reports. Use when reviewing code changes.Votes: 0GitHub stars: 10
- Dev Code一句话生成项目·编码实现。按设计文档写真实可运行的代码(全栈/纯前端/CLI/脚本)。Use when user says 编码实现/写代码.Votes: 0GitHub stars: 10
- Dev Daily CodingUse for everyday coding tasks that involve writing or modifying source code.Votes: 0GitHub stars: 10
- Dev DebugUse when the user asks to ”debug this”, ”fix this error”, ”investigate this bug”, or ”troubleshoot a failure”.Votes: 0GitHub stars: 10
- Dev Design毕业设计(软件开发)系统设计。基于需求规格产出架构/数据库/API设计。Use when user says 系统设计/毕设设计.Votes: 0GitHub stars: 10
- Dev Frontend DesignCreate production-grade frontend interfaces. Use when the user asks to build or redesign a web UI, page, or component.Votes: 0GitHub stars: 10
- Dev Git WorkflowUse when the user asks to ”create git commit”, ”manage branches”, ”follow git workflow”, or ”use conventional commits”.Votes: 0GitHub stars: 10
- Dev Ml Registry PatternUse only when creating new registrable ML components that require Factory or Registry patterns.Votes: 0GitHub stars: 10
- Dev Report一句话生成项目·项目报告撰写。把项目文档+代码+测试整理成毕设风格报告(供编译PDF/导出Word)。Use when 项目报告/写报告.Votes: 0GitHub stars: 10
- Dev Requirement毕业设计(软件开发)需求分析。把项目想法+用户功能要求拆解成结构化需求规格。Use when user says 需求分析/毕设需求.Votes: 0GitHub stars: 10
- Dev Selfcheck毕业设计(软件开发)自测验证。装依赖、构建前端、起后端探活、验证核心功能。Use when user says 自测/测试/毕设验证.Votes: 0GitHub stars: 10
- Dev Ui UxUse when the user asks to design or review a UI, build landing pages or dashboards, or pick colors, typography, design systems.Votes: 0GitHub stars: 10
- Dev Uv PackageMaster the uv package manager for Python dependency management, virtualenvs, and project workflows. Use for uv tasks.Votes: 0GitHub stars: 10
- Dev Verification LoopUse when the user asks to ”verify code”, ”run verification”, ”check quality”, or ”validate changes” before a PR.Votes: 0GitHub stars: 10
- Dev Web Design ReviewThis skill enables visual inspection of websites running locally or remotely to identify and fix design issues.Votes: 0GitHub stars: 10
- Dev Webapp TestingTests local web applications with Playwright: verifies frontend behavior, manages server lifecycle. Use when testing web apps.Votes: 0GitHub stars: 10
- Diagram DesignCreate branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, and more as self-contained HTML with inline SVG.Votes: 0GitHub stars: 10
- Doc CoauthoringUse when co-authoring docs: drafting proposals, technical specs, or refining documentation through guided collaboration.Votes: 0GitHub stars: 10
- Doc Notebooklm ControlBrowser automation for NotebookLM. Use when the user wants anything done in NotebookLM (notebooks, sources, Studio outputs).Votes: 0GitHub stars: 10
- Doc Post AcceptanceUse after paper acceptance for ”conference presentation”, ”presentation slides”, or ”conference poster” requests.Votes: 0GitHub stars: 10
- Doc Poster LatexCreate professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication. Use when 用户说\"做学术海报\"\"会议海报\"\"LaTeX 海报\"或要求把论文改成一页海报时。从已成稿论文走流水线生成海报改用 paper-poster。Votes: 0GitHub stars: 10
- Docx Export将 Markdown 论文/报告转换为符合格式规范的 Word 文档（DOCX），支持中文样式配置。Use when 需要把 .md 导出为 .docx，或模板流程中的最后一步格式导出。Votes: 0GitHub stars: 10
- Docx Format Check导出 Word 前的 Markdown 格式自检与修复。检查代码块、公式编号、表格、图片、Markdown 残留等会影响 docx 渲染的格式问题，必要时直接修复。Votes: 0GitHub stars: 10
- Docx Template Map分析上传的 .docx/.dotx 模板，识别占位段位置并生成映射文件，再以试填、自检、修复三步循环验证映射正确。触发词：分析 word 模板、识别模板占位、docx-template-map、模板占位映射。Votes: 0GitHub stars: 10
- Doi BibtexFetches BibTeX from a DOI and adds it to a .bib file. Use when the user provides a DOI needing a bibliography entry.Votes: 0GitHub stars: 10
- Editor Agent论文编辑器 AI 助手（Agent 模式）。可读写任何文件，跑 Python，编译 LaTeX 或导出 Word，根据工作流模式自动适配。Votes: 0GitHub stars: 10
- Excalidraw DiagramCreate Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, decisions, or system behavior as editable .excalidraw files.Votes: 0GitHub stars: 10
- Experiment AgentRuns and monitors code experiments (ML training, simulations) with reproducibility checks. Use when executing experiments.Votes: 0GitHub stars: 10
- Experiment BridgeImplement experiments, run code, collect results, and generate publication-quality figures. Accepts an experiment plan from research-refine or experiment-plan.Votes: 0GitHub stars: 10
- Experiment PlanTurn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after the method is stable enough to defend the paper.Votes: 0GitHub stars: 10
- Feishu NotifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Supports bot webhook push with rich card messages.Votes: 0GitHub stars: 10
- Fig AcademicAcademic-grade scientific figure creation for Nature/Cell/Science journals. Use when the user asks to create, polish, or review a publication-grade scientific figure.Votes: 0GitHub stars: 10
- Fig Aesthetics Craft图形质感技法集：渐变色合法语义与滥用边界、树图/网络图边色继承、AI 绘图纪律与逐图提示模板、顶刊构图参照。触发词：更有质感、渐变色、边色继承、免图例、绘图纪律、审美、网络图边怎么配色、环形树图、桑基/维恩/背景条带。Votes: 0GitHub stars: 10
- Fig CritiqueCritique academic figures for format, colorblind safety, legibility, overplotting, and category count. Use when reviewing figures.Votes: 0GitHub stars: 10
- Fig Plot Edit Lite无 Origin 的出版级数据图路线：继承 fig-plot-edit 纪律，把 CSV/TXT 表格画成 PNG/PDF/SVG；提案确认后渲染，源数据不可变。触发词：无 Origin 绘图、出版级数据图。Votes: 0GitHub stars: 10
- Fig Plot Edit在装有 Origin/OriginPro 2021+ 的 Windows 实体机上，把实验表格（CSV/TXT/XLS/XLSX）画成可编辑 OPJU + PNG/PDF/TIF 出版级科研图。材料光谱（XPS/XRD/GSAS/XAS/FTIR/NMR/DSC/PL/UV-Vis/EIS/CV/LSV）、通用统计、医学与深度学习（ROC/PR/DCA/SHAP）专用模板；逐列确认数据用途、方案哈希冻结、Origin 对象反读校验。本机无 Origin 时如实降级，不伪造通过。Votes: 0GitHub stars: 10
- Fig Publication ChartUse when the user asks for a publication-quality scientific figure or table, chart-type advice, or end-to-end figure production.Votes: 0GitHub stars: 10
- Fig SpecGenerate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says \"架构图\", \"workflow 图\", \"pipeline 图\", \"确定性矢量图\", \"figure spec\", \"draw architecture\", or needs precise, editable, publication-ready vector diagrams. Preferred over AI illustration for formal architecture/workflow figures.Votes: 0GitHub stars: 10
- Fig Visualization AdvisorSciPilot Skills 家族成员，负责科研数据可视化——定位不是画图工具，而是可视化顾问：先判断该用什么图讲清结论，再指导绘制出版级成图。Votes: 0GitHub stars: 10