数据与研究 Skills - 数据与研究 Agent Skills推荐与安装 - 第25页 - AI导哈

roblox-datatabooharmony/ro…ox-brainUse when writing, changing, debugging, or auditing Roblox player saves: DataStore, ProfileStore, session locks, schemas, migrations.2071 gpt-researcherassafelovic/gpt…searcherGPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.2069 research-grantsk-dense-ai/scie…t-skillsSupports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims, review criteria, budgets, broader impacts, forms, and resubmissions. Use for investigator-authored grant development, compliance matrices, and proposal critiques.2063 pudlcatalyst-cooperative/agent-skillsExplore and understand PUDL energy data: discover which tables exist, look up column meanings and usage warnings, and load Parquet files from S3 or a local directory. No PUDL Python package required. Use this skill whenever a user asks what PUDL data contains, wants to understand a specific table or column, asks about data quality or limitations, needs help loading data into a notebook or script, or wants to know which table covers a topic like electricity generation, utility financials, fuel costs, power plant locations, emissions, capacity factors, FERC financial data, or EIA survey data. Also use when the user mentions PUDL, Catalyst Cooperative energy data, or any of the specific data sources PUDL ingests (EIA-860, EIA-861, EIA-923, FERC Form 1, FERC Form 714, FERC EQR, EPA CEMS, EPA CAMD, etc.).2062 pytorch-lightningk-dense-ai/scie…t-skillsDeep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.2057 llm-intelligent-public-opinion-analyticsreason-machines/data-skillsDeploy and use an LLM-powered public opinion analytics assistant that crawls 26 hot lists from 15 platforms, performs sentiment analysis, topic clustering, and multi-channel alerting2057 employee-performance-analytics-hrreason-machines/data-skillsSQL and Python-based employee performance analytics with KPI aggregation, departmental insights, and HR dashboard generation2055 datapackagecatalyst-cooperative/agent-skillsExplore and query any dataset annotated with a Frictionless Data Package descriptor (datapackage.json). Use this skill whenever a user wants to discover what tables or resources a dataset contains, look up column names and descriptions, surface usage warnings embedded in metadata, or understand how to load data from Parquet files, DuckDB or SQLite databases, or CSV files described by a datapackage.json. Also use when the user has a datapackage.json and wants to know what's in it, how to query it efficiently, or how to connect its metadata to actual data files. Pairs well with dataset-specific skills (like `pudl`) that layer domain knowledge on top.2054 aeonk-dense-ai/scie…t-skillsThis skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.2053 query-onchain-datacoinbase/agenti…t-skillsQuery onchain data on Base using the CDP SQL API via x402. Use when you or your user want to view onchain information about decoded blocks, transactions, and events.2051 exa-searchcline/skillsDeep research powered by Exa. Use for lead generation, literature reviews, deep dives, competitive analysis, or any query where one search falls short, including phrases like 'research this', 'find everything about', 'find me all', or 'deep dive on'.2050 options-analytics-agent-langgraphreason-machines/data-skillsBuild AI agents for real-time financial options analysis with LangGraph, ChromaDB RAG, and Polygon.io data2050 data-engineering-medallion-pipelinereason-machines/data-skillsEnd-to-end data engineering pipeline using MinIO, Airbyte, PostgreSQL, DBT, and Airflow with medallion architecture (Bronze/Silver/Gold layers)2049 confluencemembranedev/app…n-skillsConfluence integration. Manage document management data, records, and workflows. Use when the user wants to interact with Confluence data.2048 analytics-tracking-automationreason-machines/data-skillsAI-powered GA4 + GTM event tracking automation — analyzes sites, designs event schemas, syncs GTM containers, runs preview verification, and publishes tracking implementations.2047 altimate-data-engineering-skillsreason-machines/data-skillsClaude Code skills for analytics and data engineers working with dbt, Snowflake, and data pipelines2047 data-engineering-study-materialreason-machines/data-skillsComprehensive study guide covering data engineering concepts, tools, and best practices for learning and reference2045 dd-apmdatadog-labs/ag…t-skillsAPM - install, onboard, instrument, enable, set up, configure, traces, services, dependencies, performance analysis, Data Streams Monitoring (DSM), queue lag, pipeline latency. Use for any request involving Datadog APM setup, instrumentation (SSI, ddtrace, agent install), or analysis.2043 quick-statsmarketcalls/vec…g-skillsQuickly fetch data and print key backtest stats for a symbol with a default EMA crossover strategy. No file creation needed - runs inline in a notebook cell or prints to console.2042 compile-knowledge5dive-ai/skillsCompile durable, judgement-shaped knowledge into interlinked markdown — atomic files, [[wiki-links]], a maintained index. Use when persistence is asked for explicitly ("save this", "write it to the wiki") or when the work produced a decision record, a cause, or a gap analysis; ordinary factual answers and routine task results are not a trigger.2042 okx-outcomesokx/agent-skillsUse this skill for OKX Outcomes markets (YES/NO event contracts, formerly OKX Predictions) via the okx-outcomes binary. Triggers: 'list prediction events', '预测市场', 'event detail', 'place prediction order', '预测下单', 'buy YES', 'buy NO', '撤单预测', 'split xp', '拆分 xp', 'merge YES NO', '赎回预测', 'prediction positions', '预测持仓', 'live prediction price', '预测行情', 'OHLCV candles', 'K线', 'CTF', 'polymarket'. Auth: OAuth sign-in via 'okx outcomes auth login'; writes need a signing key configured by 'okx outcomes setup'. Do NOT use for OKX CEX event contracts (use okx-cex-trade event), spot/swap/futures (okx-cex-trade), crypto market data (okx-cex-market), or CEX portfolio (okx-cex-portfolio). Namespace required: account: balance/positions/order/orders/trades; clob: price/prices/midpoint/midpoints/spread/spreads/book/books; data: events/event/event-markets/market/trending/ticker/candles; ctf: split/merge/redeem; wallet: show; auth: login/refresh/status; setup: status/region/bind.2039 enterprise-data-engineering-pipeline-ssis-pysparkreason-machines/data-skillsEnd-to-end ELT pipeline using SSIS, SQL Server, and PySpark for enterprise data warehousing and analytics2038 amee-joshi-data-engineering-portfolioreason-machines/data-skillsReference portfolio demonstrating Azure data engineering patterns, Medallion architecture, and end-to-end analytics solutions2036 infographicsk-dense-ai/scie…t-skillsCreates and reviews infographics with Nano Banana 2 via OpenRouter. Use for statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data or optional Sonar research. Supports ten layouts, eight style presets, reference images, and accessible palette starting points.2034 fintech-algorithmsislambaraka90/f…-libraryCompute market-data, trading and quantitative analytics with the `fintech-algorithms` npm package — 717 zero-dependency TypeScript algorithms covering statistics and financial-mathematics foundations (mean, median, percentiles, standard deviation, correlation, regression, distributions, z-scores, log returns, volatility, drawdown, Sharpe, value at risk), technical indicators (RSI, MACD, moving averages, Bollinger Bands, ATR, OBV, Stochastic), candlestick and chart patterns, market breadth, bar construction from tick data, OHLC validation and cleaning, corporate actions, index and benchmark construction, market microstructure, matching engines, execution and TCA, statistical time series, credit risk and probability of default, classifier and score validation (ROC, AUC, Brier, calibration), on-chain metrics and EPS analytics, volatility and covariance estimation (GARCH, realized variance, Ledoit-Wolf shrinkage), portfolio construction (Markowitz mean-variance, minimum variance, risk parity, Black-Litterman, Kelly). Use when asked to analyse a price series, compute a statistic or summary, compute or explain an indicator, detect a candlestick or chart pattern, build bars from ticks, validate or clean market data, score or validate a model, wire up a market-data provider, or when writing code that needs any of these calculations to be correct rather than approximated.2034 market-research-reportsk-dense-ai/scie…t-skillsBuilds evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.2034 realtime-cinema-data-engineering-pipelinereason-machines/data-skillsBuild end-to-end real-time data pipelines with Kafka, PostgreSQL, Airflow, and Streamlit using Medallion Architecture for streaming analytics.2029 harvard-art-museums-data-pipelinereason-machines/data-skillsBuild end-to-end data engineering pipelines with the Harvard Art Museums API, ETL processes, SQL analytics, and Streamlit visualization2029 brightdata-clibrightdata/skillsRuns Bright Data jobs from a terminal with the bdata CLI, the published npm package @brightdata/cli. Use when the agent itself needs to run a Bright Data job from a shell right now, when it is building or testing a scraper, when a quick one-off check of a page, a search, a zone or a bill is enough, or when the user names bdata, brightdata, or the Bright Data CLI. Not for deterministic code that repeats the same job on a schedule, which belongs to brightdata-sdk. Not for an AI app that picks its tools at run time, which belongs to brightdata-mcp. Not for a first-time install or a login that will not go through, which belongs to agent-onboarding.2024 bktavivsinai/bitbucket-cliOperate Bitbucket Cloud or Data Center repositories, pull requests, branches, pipelines, permissions, and webhooks with bkt. Use when a request names Bitbucket or bkt; confirm the platform before platform-specific commands.2023