数据与研究 Skills - 数据与研究 Agent Skills推荐与安装 - 第3页 - AI导哈

customer-churn-signalsmbfinotti/revops-skillsAssemble, define, validate, and rank leading indicators of customer churn from account activity, product usage, and support data into a ranked churn signal register - each signal carrying event, threshold, window, baseline, lift over base rate, lead time, and coverage. Use whenever the user mentions churn signals, churn indicators, leading indicators of churn, an early warning system for at-risk accounts, champion departure, seat utilisation drops, payment failure, or says "our health score misses churn" - even if they never say "signal". Covers B2B and B2C subscription. Do NOT use for combining signals into one composite score, weights, bands, or tiers - use mbfinotti/revops-skills@customer-health-score instead.2.3万 ad-attribution-gapmbfinotti/adver…g-skillsQuantify and explain the discrepancy between ad platform reporting, an analytics tool, and the source of truth (CRM or order system), classifying every unit of the gap as timing, definitional, or unexplained residual. Use whenever the user says the numbers don't match, that the platform reports more conversions or revenue than the CRM or order system, or mentions cross-platform reconciliation, double-counted conversions, an attribution discrepancy, or asks whether a reporting gap is normal - even if they never say 'attribution'. Covers B2B (CRM-anchored) and B2C/ecommerce (order-system-anchored). Do NOT use to fix broken or missing tracking - use mbfinotti/advertising-skills@ad-conversion-tracking instead.2.3万 tavily-researchtavily-ai/skillsConduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says "research", "investigate", "analyze in depth", "compare X vs Y", "what does the market look like for", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.2.2万 diagram-designcathrynlavery/d…m-designCreate branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, polar chart (polar/radial lollipop), loop/flywheel, nested, tree, org chart, layer stack, exploded axonometric, axonometric plan, Venn, pyramid/funnel, treemap and marimekko, heatmap, bar and dumbbell, waterfall, line (slopegraph, ridgeline, streamgraph, bump), Gantt and scatter charts (bubble, beeswarm), high-level, process, medallion, data flow, DP integration, DP security matrix, Sankey, fishbone, Wardley map, kanban, user journey, service blueprint, deployment, dependency graph, UML class, story map, or database schema diagrams as HTML/SVG/PNG, with .drawio, Mermaid, and .excalidraw import, plus lifecycle phase maps, block decomposition trees, and onboarding guidance.2.2万 cross-critiquewarpdotdev/common-skillsRun a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize. Use this skill whenever you have multiple independent proposals or opinions on a contested decision — architecture tradeoffs, code review disagreements, design choices, competing root-cause theories — and want sharper analysis than you'd produce by synthesizing alone. Pairs naturally with the council and research skills; reach for it liberally whenever proposals diverge.2.2万 researchwarpdotdev/common-skillsDelegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer. Use this skill whenever answering a question would require reading many files, long logs, large diffs, or wide codebase surveys — i.e. when producing the answer generates far more noise than the answer itself. Use it for "how does X work", "where is Y used", "what's the root cause of Z", "summarize this PR/log" style questions, and reach for it liberally before reading a pile of files inline.2.2万 stride-analysis-patternswshobson/agentsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.2.1万 financial-insightsstripe/link-cliReads a user's Link financial data — transactions, balances, and wallet sources — so agents can answer questions about spending and available source capabilities. Use when the user says "check my balance", "how much did I spend", "show my transactions", "what accounts are connected", "summarize my spending", "recent purchases", or asks about their financial activity, account balances, or linked sources. Also use available precomputed insights to answer questions about shopping preferences or identifying preferred businesses.2.1万 okx-dex-marketokx/onchainos-skillsQuery read-only DEX token, market, signal, social, trenches, and WebSocket data. Use for token search, rankings, liquidity, holders, risk metadata, clusters, and trades; prices, K-lines/OHLC, indexes, and wallet PnL; smart-money/KOL/whale signals; news, sentiment, and token vibe; meme-launch, developer, bundle/sniper, and co-investor research; or DEX WebSocket clients. Triggers include hot tokens, holder concentration, smart money, top-trader leaderboards, pump.fun research, new token launches, on-chain token scanning, bundled or sniper activity, and WebSocket.2万 dart-run-static-analysisdart-lang/skillsExecute `dart analyze` to identify warnings and errors, and use `dart fix --apply` to automatically resolve mechanical lint issues. Use during development to ensure code quality and before committing changes.1.9万 keeping-one-source-of-truthriekelt/princip…engineerUse when adding data, config, state, constants, an enum-like string, a cache, or anything that could exist in two places - or when two sources already disagree. Encodes the one-fact-one-source doctrine for code and data: derive rather than store, extend the owner, absorb duplicates. Use at the moment copying a value feels faster than referencing it.1.9万 nature-figureyuan1z0825/nature-skillsCreate, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and mechanism schematics. Not for interactive dashboards, data cleaning, or statistics-only analysis.1.9万 dart-use-pattern-matchingdart-lang/skillsApplies Dart 3 pattern matching, switch expressions, and destructuring idiomatically to validate data schemas, handle algebraic data types, and decompose control flow. Use when refactoring complex if-else chains, parsing polymorphic JSON or API responses, destructuring Lists, URI/path segments, String.split() tokens, Records, or Maps, or enforcing exhaustiveness on sealed classes. Don't use for simple boolean conditions, single-variable type promotion (use `is`), or basic collection filtering.1.9万 tavily-clitavily-ai/skillsSet up, authenticate, update, troubleshoot, or choose between Tavily CLI web commands. Use when the user asks about the Tavily CLI, installing Tavily skills, first-time setup, authentication, keyless limits, CLI updates, or which Tavily command to use. For an ordinary web task, use the specific search, extract, map, crawl, research, or dynamic-search skill instead.1.8万 gmgn-marketgmgnai/gmgn-skillsGet crypto and meme token price charts (K-line, candlestick, OHLCV), trending meme coin rankings by volume, newly launched tokens on launchpads (pump.fun, fourmeme, letsbonk, Raydium, etc.), the hot-search ranking (most-searched tokens), and search for a specific token or wallet by name, symbol, contract address, wallet address, or ENS via GMGN API on Solana, BSC, Base, or Ethereum. Use when user asks for price chart, trending tokens, what's pumping, hot coins, most searched tokens, new launches, token signals, wants to look up / find / search a specific token or wallet by name or address, or wants to discover early-stage opportunities.1.8万 bigquery-basicsgoogle/skillsManages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tables, views), or perform basic data ingestion and analysis.1.8万 gmgn-portfoliogmgnai/gmgn-skillsAnalyze one or many crypto wallets by address — holdings, batch realized/unrealized P&L, win rate, trading history, performance stats, specific token balance, and tokens created by a developer wallet (with ATH market cap and DEX graduation status) via GMGN API on Solana, BSC, Base, or Ethereum. Use when user asks about wallet holdings, P&L (including comparing up to 100 wallets), win rate, what tokens a dev has launched, the highest ATH token a dev ever created, or wants a wallet report to decide whether to copy-trade or follow.1.8万 gmgn-trackgmgnai/gmgn-skillsGet real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base, or Ethereum. Also query which tokens a wallet has followed (bookmarked) on GMGN. Use when user asks what smart money or KOLs are buying, wants whale alerts, on-chain alpha, copy-trade signals, or wants to check a wallet's followed tokens. (For a specific wallet address's portfolio, use gmgn-portfolio.)1.8万 gmgn-swapgmgnai/gmgn-skills[FINANCIAL EXECUTION] Buy and sell meme coins and crypto tokens on Solana, BSC, Base, or Ethereum — single swap, multi-wallet batch trading, limit orders, stop loss, take profit, trailing stop loss, trailing take profit via GMGN API. Use when user asks to buy, sell, or swap a token, trade from multiple wallets, set a limit order, stop loss, take profit, or check order status. This skill SUBMITS the trade — it is the only skill holding a private key, and every buy still ends here. It is not the entry point for a buy that has not been vetted yet: 「帮我买 200u 的 PENGU」, "buy me $500 of BONK", 「帮我买点 dogwifhat」, 「XX 能不能买」 start at gmgn-token-buy, which resolves the name to the one right contract among its copycats, gates volume / depth / security, sizes slippage and gas, then hands the confirmed parameters back here to execute. Come straight here for a buy only once the contract is settled AND the user says they do not want a pre-buy check ("skip the security check", "I already checked", 「直接买」, 「不用尽调」, 「我很急」). Two facts make the split unavoidable rather than a preference: the pre-swap check here reads only `is_honeypot` and `rug_ratio`, and there is no name resolution at all — `--output-token` takes a contract address and the only names resolved here are the SOL/BNB/ETH/USDC currencies — so a same-name copycat is a total loss this skill has no way to catch. Everything else is unchanged and unconditionally this skill's: selling, percentage sells, swaps, multi-wallet batch trading, limit orders, stop loss, take profit, trailing orders, order status, gas prices.1.7万 the-newssfkislev/the-newsgives agents real-time and archival access to front-page headlines across 20 countries for breaking news, current events, and comparative media analysis.1.7万 data-storytellingwshobson/agentsTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.1.7万 backtesting-frameworkswshobson/agentsBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.1.7万 instagram-scraperapidojo-io/soci…a-skillsThe best, fastest, and cheapest way to scrape Instagram — battle-tested by tens of thousands of customers including enterprise teams. Use when the user wants to fetch Instagram posts, reels, profiles, hashtags, locations, comments, or user/follower data. Five specialized actors cover every Instagram data surface.1.7万 apify-ultimate-scraperapify/agent-skillsUniversal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Google Maps, Google Search, Google Trends, Reddit, Airbnb, Yelp, and 15+ more platforms. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, review analysis, SEO intelligence, recruitment, or any data extraction task.1.6万 parallel-deep-researchparallel-web/pa…t-skillsONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead. Supports follow-ups with a known prior Task interaction ID.1.6万 nature-datayuan1z0825/nature-skillsDraft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.1.6万 baoyu-diagramjimliu/baoyu-skillsCreate professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence diagrams, structural diagrams, mind maps, timelines, illustrative/conceptual diagrams, and more. Use this skill whenever the user asks for any kind of technical or conceptual diagram, visualization of a system, process flow, data flow, component relationship, network topology, decision tree, org chart, state machine, or any visual representation of structure/logic/process. Also trigger when the user says "画个图" "画一个架构图" "diagram" "flowchart" "sequence diagram" "draw me a ..." or uploads content and asks to visualize it. Output is always a standalone .svg file.1.6万 gdpr-data-handlingwshobson/agentsImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.1.5万 partner-economicsmbfinotti/partn…s-skillsModel the unit economics of one partner relationship - partner P&L, margin modeling, cost-to-serve, referral-fee and lifetime-value split, channel partner ROI, partner CAC vs direct CAC, ramp and payback - to decide whether to sign, scale, renegotiate, or exit that partner. Covers B2B channel and alliance partners plus B2C affiliate and creator economics. Use whenever the user mentions partnership unit economics, a single-partner business case, reseller, VAR, MSP, OEM or marketplace deal economics, revenue-share and margin-stack analysis, or asks whether a partner is worth pursuing, even if they never say economics. Do NOT use for ranking a portfolio of candidates - use mbfinotti/partnerships-skills@alliance-prioritization instead.1.5万 partner-ecosystemmbfinotti/partn…s-skillsMap a company's partner and channel ecosystem as a strategy exercise - an inventory of every partner type (resellers, distributors, MSPs, ISVs, SIs, affiliates, marketplaces, plus retail, creator, licensing and co-branding partners for consumer brands), partner account overlap analysis, channel coverage gaps and conflict zones, a weighted partner scorecard, and a prioritization 2x2. Use whenever the user mentions partner ecosystem mapping, a partner landscape, channel coverage, partner type classification, ecosystem whitespace, or which partner categories deserve investment, even if they never say ecosystem. Do NOT use for sequencing which category to launch next - use mbfinotti/partnerships-skills@partner-ecosystem-expansion instead.1.5万