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Claude Skills by FOURTEEN1416
github.com/FOURTEEN1416951 skills0 installs77 views
- SeabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and statistical patterns in DataFrames.Votes: 0GitHub stars: 10
- Spine AuditAudits PaperSpine outputs for missing artifacts, shallow revisions, logic transfer, unsupported claims, and translation completeness before calling work done.Votes: 0GitHub stars: 10
- Spine BuildBuilds a paper or report from materials using the shared PaperSpine research, motivation, and rationale workflow.Votes: 0GitHub stars: 10
- Spine CitationBuilds a citation support bank for Introduction, Discussion, and background claims. (internal /paperspine step)Votes: 0GitHub stars: 10
- Spine Config UiLaunches the PaperSpine external terminal configuration UI for Codex and Claude Code. (internal /paperspine step)Votes: 0GitHub stars: 10
- Spine HumanizeReduces AI detection rates via tiered stylistic constraints mapped to real AIGC detection dimensions. Produces a teaching matrix of applied constraints.Votes: 0GitHub stars: 10
- Spine IntakeCollects PaperSpine workflow options and writes config for flash/pro, scene, language, and inputs. (internal /paperspine step)Votes: 0GitHub stars: 10
- Spine LatexHandles LaTeX project assembly, figure placement, citations, labels, and compile-safe cleanup. (internal /paperspine step)Votes: 0GitHub stars: 10
- Spine ResearchResearches target requirements, downloads reference materials, learns strong examples, and prepares motivation options.Votes: 0GitHub stars: 10
- Spine RewriteRewrites an existing manuscript from confirmed motivation, research, paragraph-level rationale, and evidence. (internal /paperspine step)Votes: 0GitHub stars: 10
- Spine Translate ZhProduces the complete translation_zh/ package with row-by-row translation of all required artifacts and full-paper consistency checks.Votes: 0GitHub stars: 10
- Spine UpdateChecks and updates PaperSpine from GitHub, preserving global config. Use for upgrades, version checks, or suite reinstall.Votes: 0GitHub stars: 10
- SpineWrite, rewrite, or build a paper or report (journal, conference, report, review, competition) end to end. PaperSpine suite entrypoint routing to intake, research, rewrite, build, and audit branches.Votes: 0GitHub stars: 10
- Sympy Verify MathVerify mathematical derivations step-by-step using SymPyVotes: 0GitHub stars: 10
- SympyUse when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX. Prefer NumPy or SciPy when floating-point approximations are sufficient.Votes: 0GitHub stars: 10
- Team Coordination3 人 4 天赛程协作与流程保险：三人分工模板、阶段检查点、20 个常见坑与急救 SOP。触发词：团队分工、赛程排期、进度管控、协作踩坑、三人怎么分工。Votes: 0GitHub stars: 10
- Thesis Proposal开题报告撰写。生成完整的学位论文开题报告，包含选题背景、研究现状、研究内容、技术路线、进度安排和参考文献。Use when user says ”开题报告”, ”thesis proposal”, ”开题”.Votes: 0GitHub stars: 10
- Tool Forge自适应工具铸造：探测 TOOL_GAP 后为当前 Agent 铸造工具与技能骨架并登记能力目录。触发词：缺工具、TOOL_GAP、造一个工具、自适应构建、forge、工具铸造、补技能。Votes: 0GitHub stars: 10
- Training CheckPeriodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasted GPU time.Votes: 0GitHub stars: 10
- VisualizationVisualization Skill——把数据和模型结果画成”评委一眼能看懂”的图。**图好 = 论文档次 +1 档**。Votes: 0GitHub stars: 10
- Nature Experiment Log标准化实验日志记录——直接上传或读取本地图片、语音和文字，产出带 YAML frontmatter 的 Markdown；可选集成飞书 CLI 与 Obsidian。Votes: 0GitHub stars: 10
- Humanize ChineseDetect and humanize AI-generated Chinese text. 20+ detection categories, weighted 0-100 scoring with sentence-level analysis, 7 style transforms (casual/zhihu/xiaohongshu/wechat/academic/literary/weibo), sentence restructuring, context-aware replacement. Academic paper AIGC reduction for CNKI/VIP/Wanfang (知网/维普/万方 AIGC 检测降重), 10 academic detection dimensions, 120+ scholarly expression replacements, hedging language injection. Pure Python, no dependencies. v2.1.0 Use when user says: "去AI味", "降...Votes: 0GitHub stars: 10
- Eco Community Plots生态群落数据专用可视化：物种丰度矩阵、排序图（PCA/NMDS/RDA）、多样性指数、稀疏曲线、群落热图与聚类。触发词：生态群落图、物种丰度、NMDS、RDA、稀疏曲线、多样性指数。Votes: 0GitHub stars: 10
- Paper Framework Figure Studio Pro论文方法框架图的多候选共设计（人在环）：按论文内容生成架构/流程/方法/系统数据流/机理图候选，逐轮由人挑选后再精修，含候选阶段与终局人工决策边界。触发词：框架图多方案、方法图候选、pipeline 图设计、架构图共设计。Votes: 0GitHub stars: 10
- Plot From Data有数据且指定论文风格时，套用预置样式产出投稿级 matplotlib 图。Votes: 0GitHub stars: 10
- Plot From Image有参考图时反推字体、取色、比例与坐标，产出可复现的绘图代码。触发词：照着这张图画、复现这张图、模仿这个配色和字体、从图片提取绘图参数。Votes: 0GitHub stars: 10
- Visio Image Rebuilder从参考图或既有 .vsdx 重建/改造可编辑的 Visio 原生图形（非贴图），导出 vsdx、PNG、SVG、PDF、PPTX。Votes: 0GitHub stars: 10
- Agent Figure GalleryQuery visual scientific figure references, show candidates for human preference selection, export selected reference bundles, and guide plotting agents from human-selected visual examples to code action.Votes: 0GitHub stars: 10
- Ablation PlannerUse when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.Votes: 0GitHub stars: 10
- AlphaxivQuick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.Votes: 0GitHub stars: 10
- Analyze ResultsAnalyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.Votes: 0GitHub stars: 10
- ArxivSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper library.Votes: 0GitHub stars: 10
- Auto Paper Improvement LoopAutonomously improve a generated paper via GPT-5.6-Sol xhigh review → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.Votes: 0GitHub stars: 10
- Auto Review Loop LlmAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".Votes: 0GitHub stars: 10
- Auto Review Loop MinimaxAutonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".Votes: 0GitHub stars: 10
- Auto Review LoopAutonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or max rounds is reached.Votes: 0GitHub stars: 10
- Citation AuditZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \"审查引用\", \"check citations\", \"citation audit\", \"verify references\", \"引用核对\", or before submission to ensure bibliography integrity.Votes: 0GitHub stars: 10
- Claims DraftingDraft patent claims for an invention. Use when user says \"撰写权利要求\", \"draft claims\", \"写权利要求书\", \"claim drafting\", or wants to create patent claims. The core skill of the patent pipeline.Votes: 0GitHub stars: 10
- Comm Lit ReviewCommunications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.Votes: 0GitHub stars: 10
- DeepxivSearch and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.Votes: 0GitHub stars: 10
- Dse LoopAutonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \"DSE\", \"design space exploration\", \"sweep parameters\", \"optimize\", \"find best config\", or wants iterative parameter tuning.Votes: 0GitHub stars: 10
- Exa SearchAI-powered web search via Exa with content extraction. Use when user says "exa search", "web search with content", "find similar pages", or needs broad web results beyond academic databases (arXiv, Semantic Scholar).Votes: 0GitHub stars: 10
- Experiment AuditAudit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results, and insufficient scope. Use when user says \"审计实验\", \"check experiment integrity\", \"audit results\", \"实验诚实度\", or after experiments complete before writing claims.Votes: 0GitHub stars: 10
- Experiment BridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to execute.Votes: 0GitHub stars: 10
- Experiment QueueSSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.Votes: 0GitHub stars: 10
- Feishu NotifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says \"发飞书\", \"notify feishu\", or other skills need to send status updates.Votes: 0GitHub stars: 10
- Figure 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
- Gemini SearchSearch research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.Votes: 0GitHub stars: 10
- Grant ProposalDraft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \"write grant\", \"grant proposal\", \"申請書\", \"write KAKENHI\", \"科研費\", \"基金申请\", \"写基金\", \"NSF proposal\", or wants to turn research ideas into a funding application.Votes: 0GitHub stars: 10
- Idea CreatorGenerate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.Votes: 0GitHub stars: 10