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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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- Approval ConsolePackage a raised judgment call into a reviewable decision package, then record a named human's answer into the committed readiness artifacts. Use for sign-off packaging or recording a decision. It only transcribes a decision a human supplied.Votes: 0GitHub stars: 2
- Vectorize ImageTrace a bitmap (PNG/JPG/WebP/GIF/BMP) to clean vector art — SVG, PDF, EPS, DXF, or PNG — through the Vectorizer.AI API, with the credit budget guarded by a free test mode. Use when asked to vectorize, trace, or convert a raster image to SVG/vector, to turn a coloring outline or logo into scalable paths, or to call Vectorizer.AI at all. Covers auth, every API parameter, output options, errors, and the credit-cost model.Votes: 0GitHub stars: 7
- Resume HandoffPick up in-flight work from a transfer packet in docs/handoff/. Verifies the packet against the current repo, reports what's stale/missing, deletes the consumed handoff, then continues the work. Use when the user says to "resume", "pick up the handoff", "continue where we left off", or names a handoff to resume. To write a handoff, use create-handoff instead.Votes: 0GitHub stars: 7
- Publish ArtifactsAttach the built .aab/.ipa to the GitHub Release for a version, verifying each artifact's embedded version first. Use after the cut-release and build skills, or whenever a GitHub Release is missing its binaries or has the wrong ones attached.Votes: 0GitHub stars: 7
- Cloud PreviewClaude Code Cloud session only — start the dev server + reverse tunnel and report the public phone-preview URLVotes: 0GitHub stars: 7
- Audit ExtractionsScan the codebase for inline code blocks worth extracting into standalone, named, testable functions, and file them as findings in docs/AUDIT.md. Use when asked to find extraction/refactor-into-function candidates or to improve readability by naming inline logic.Votes: 0GitHub stars: 7
- ApiHTTP API reference for the /api/* endpoints — generate-image, report-image, verify-access-code, verify-key, report, csp-report, and the admin bearer-session endpoints, plus the CORS, rate-limiting, and auth model. Use before adding, changing, or calling any /api endpoint.Votes: 0GitHub stars: 7
- AdrsIndex of all architectural decision records (ADRs). Use before proposing, discussing, or questioning any architectural approach, or when asked why something is built the way it is.Votes: 0GitHub stars: 7
- Local Python Tools本地 Python 第三方工具集成的 AI 辅助工作流。当用户需要以下操作时激活：(1) 获取股票、基金、期货、宏观等金融数据（akshare/tushare）；(2) 创建或编辑 Word、Excel、PowerPoint 文件（python-docx/python-pptx/openpyxl/xlsxwriter）；(3) 网页内容抓取、解析、提取（requests/beautifulsoup4/lxml/curl_cffi）；(4) 图片处理（裁剪、压缩、格式转换）；(5) 任何涉及 pandas 数据分析、JSON/表格处理的任务。直接在本地 Python 环境执行所有操作，无需调用外部付费 API。Votes: 0GitHub stars: 2
- Bailian MaxperfOptimize Alibaba Bailian provider for accurate token statistics and official model configurations. Fixes token usage mapping (prompt_tokens → input_tokens) and updates 8 models to 2026 specs.Votes: 0GitHub stars: 2
- Circadian EvolutionImplements a circadian self-improvement cycle for agents: day full agentic grind → evening analysis (detect >60% redundant/saturated data) → night targeted fine-tuning (LoRA/Unsloth/pruning on daily errors) → morning reboot with +15-25% density and zero noise.Votes: 0GitHub stars: 2
- MrscraperMrScraper unblocker and AI scraping tools for blocked pages and structured extraction.Votes: 0GitHub stars: 2
- Jev WriterAnalyse published writing or pre-flight audit drafts to find which qualities predict engagement or meet technical craft bars. Supports LinkedIn posts, technical blogs, technical short-form posts/threads, and general essays. Walks users through exports, API keys, and pre-flight reviews. Analyses existing writing; it does not write or generate text.Votes: 0GitHub stars: 2
- china-market-data当任务需要实际获取A股及相关市场数据，或进行证券代码归一化与聚宽格式转换时使用——行情/K线/逐笔(腾讯日周月前后复权+分钟线+当日逐笔、通达信官网全市场盘后包、百度)、研报(东财+新浪+同花顺+iwencai)、信号(热点/北向/龙虎榜/解禁/行业/板块资金流)、资金面(融资融券/大宗/股东户数/分红/资金流/ETF份额)、新闻(财联社/东财/华尔街见闻/新闻联播)、财务三表/F10/估值历史/ST名单、公告(巨潮)、打板(涨停池/连板/炸板率/监控池/异动)、ETF期权、舆情互动(互动易/上证e互动/热榜)、筹码分布、复权因子、申万行业变迁、宏观与利率(社融/PMI/中债收益率曲线/回购定盘利率/LPR/全球宏观日历)、指数成分/权重/估值/交易日历、期货与大宗商品(五家期货交易所日行情/商品与股指期权/持仓排名/期货日K含大商所/实时期货/A50/上海金)、事件驱动(业绩预告/机构调研/增减持/回购/股权质押/新股申购)、可转债等真实数据。十五层·87端点(含5备胎)·34个来源·附可运行代码，§1–§15 数据入口及五个备用入口使用随附 scripts；估值计算使用 va...Votes: 0GitHub stars: 7
- PackageUse this skill when working with the nuxt-ui-tools package as a consumer or integrator. It provides the current package overview and routes to table, form, dashboard, file preview, query-state, shared responsive helpers, remote option loaders, and i18n usage.Votes: 0GitHub stars: 2
- Oneil CanslimA股威廉·欧奈尔CANSLIM七要素打分器：C最新季净利润同比≥25%、A近3年年度增长、N距250日新高≤15%、S量能放大、L相对沪深300超额强度、I机构持股、M大盘50日均线趋势，输出逐字母通过表与池内RPS百分位 | A-share William O'Neil CANSLIM 7-letter screener: quarterly earnings yoy, annual growth, 250d-high proximity, volume surge, excess relative strength vs CSI300, institutional holdings, market trend | A株ウィリアム・オニールCANSLIM7要素スクリーナー：四半期利益YoY、年間成長、250日高値接近、出来高急増、相对強度、機関保有、市場トレンドVotes: 0GitHub stars: 19
- Li Lu Value CompoundingA股李录价值复利投资法：长期高ROE（资本回报质量）、ROE复利趋势（近2年vs前3年不失速）、利润再投资成长、盈利含金量、PE/PB历史低分位安全边际、低负债六维打分，找"持续创造价值的复利机器" | A-share Li Lu value-compounding investing: sustained high ROE, ROE trend (recent 2yr vs prior 3yr), reinvestment growth, cash quality, low PE/PB historical percentile margin of safety, low leverage | A株李録バリュー複利投資法：持続的高ROE、ROEトレンド、再投資成長、キャッシュの質、PE/PB歴史低パーセンタイルの安全マージン、低負債の6次元Votes: 0GitHub stars: 19
- Dan Bin Rose Of TimeA股但斌"时间的玫瑰"伟大企业投资法：长坡（营收CAGR成长跑道）、厚雪（高毛利率定价权）、复利引擎（连续5年ROE）、时间的玫瑰（持续分红）、盈利含金量、财务健康、成长质量七维打分，找"与伟大企业共成长"的传家生意 | A-share Dan Bin "Rose of Time" great-enterprise investing: long slope (revenue CAGR), thick snow (gross margin), compounding engine (5yr ROE), sustained dividends, cash quality, low leverage, growth consistency | A株但斌「時間の薔薇」偉大な企業投資法：長い坂（売上CAGR）、深い雪（粗利率）、複利エンジン（5年ROE）、持続配当、キャッシュの質、低負債、成長の一貫性の7次元Votes: 0GitHub stars: 19
- Bogle Index InvestingA股约翰·博格指数投资法：宽基指数PE/PB近10年分位估值温度计、博格公式预期收益三项拆解（股息率+盈利增速+估值回归）、定投档位参考、月定投vs一次性买入回测，践行"低成本、广分散、买入持有" | A-share John Bogle index investing: PE/PB 10-year percentile thermometer, Bogle's three-component expected return decomposition, DCA pacing guide, monthly DCA vs lump-sum backtest | A株ジョン・ボーグル・インデックス投資法：PE/PB10年パーセンタイル温度計、ボーグル式期待リターン3分解、積立レベル目安、月積立vs一括投資のバックテストVotes: 0GitHub stars: 19
- Optimize For GpuGPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search, image-processing, graph, simulation, or file-I/O workloads; CuPy, cuDF, cuML, cuGraph, cuVS, cuCIM, KvikIO, Warp, Newton, Numba-CUDA, or RAFT questions; and profiling, memory-transfer, kernel, or multi-GPU bottlenecks. Also use when large data-parallel Python code is slow and...Votes: 0GitHub stars: 10
- Imaging Data CommonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.Votes: 0GitHub stars: 10
- DaskDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.Votes: 0GitHub stars: 10
- ShapModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box mo...Votes: 0GitHub stars: 10
- Spikfax Second Order SnnSecond-order KFAC optimizer for SNN training (SpiKFAX).Votes: 0GitHub stars: 3