Finance & Investment agent skills

Finance & Investment agent skills indexed by RunLocalModel. 480 indexed; SkillsMP reports 88,593 in this category. This is the stored sample from SkillsMP, not a complete directory.

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• 3-statement-model by AI4Finance-Foundation. Updated September 28, 2026. Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or li...
• 3-statement-model by anthropics. Updated May 5, 2026. Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or link integrated financial statements within an existing template structure. Triggers include requests to fill in, complete, or populate a 3-statement model template
• 3-statement-model by NousResearch. Updated July 24, 2026. Build integrated IS/BS/CF financial workbooks in Excel.
• a-stock-prediction by digoal. Updated June 7, 2026. A股个股次日(T+1)走势预测 skill。当用户输入A股股票代码(如 600519、000858、300750、688981、430090)或公司名称(如"贵州茅台"、"宁德时代"、"比亚迪"),并要求预测次日走势、给出交易计划、评估盈亏概率时,触发本 skill。skill 会用 mcp__MiniMax__web_search 搜证大盘环境、龙虎榜、北向资金、融资融券、主力资金流、板块联动、公告与消息面等,按"四维分析框架"(大盘环境 30% / 资金行为 30% / 技术面 25% / 消息面 15%)交叉验证,产出可量化的方向预测(看多/看空/震荡 + 概率百分比 + 价格区间),并写入当前项目 markdown 目录下的 `a-stock-{代码}-{YYYY-MM-DD}.md`。输出包含详细逻辑推导链、中间结果与最终结果概率、专业术语小白解释、mermaid/ascii/svg 图表。适用场景:盘后复盘想做次日的方向判断与交易计划;不适用:长线基本面估值(改用 finance-core-analysis)、日内高频交易、港股/美股(改用 us-stock-prediction)。
• a-stock-predictor by digoal. Updated June 8, 2026. 预测A股个股次日走势，输出图文并茂的 Markdown 分析报告（含详细逻辑推导、中间结果、概率量化与操作建议），面向散户与专业投资者均适用。触发条件：用户输入A股股票名称或代码（6位数字，如600519、000858），并希望获得次日走势预测；关键词包括"预测明天走势"、"明天能涨吗"、"A股分析"、"帮我分析XX股票"、"明天该买吗"、"次日预测"、"做T建议"、"短线操作"、"明日行情"、"值得持有吗"、"止盈止损怎么设"等。即使用户只说"帮我看看贵州茅台明天怎么走"或"600519明天能不能买"，也应使用本 skill。输出 Markdown 文件保存到当前项目 markdown/ 目录，要求逻辑清晰、概率可量化、图文并茂，投资小白也能看懂。
• abc-xyz-segmentation by davila7. Updated July 15, 2026. Segment a SKU portfolio on value (ABC) and demand variability (XYZ), produce the 9-box with a planning policy per cell, and reallocate planner attention accordingly. Use when the user mentions ABC analysis, inventory segmentation, SKU rationalization, stok segmentasyonu, envanter sınıflandırma, or asks which items deserve forecasting effort. Differentiator - ABC alone is treated as half an answer; policy lives in the value x variability combination.
• account-tiering by anthropics. Updated September 15, 2026. Score and tier a list of accounts (or your full book) against ICP fit and engagement signals to prioritize where to spend time. Use when the user asks to "tier my accounts", "prioritize my book", "which accounts should I focus on", or "score these accounts".
• adr-hshare by HKUDS. Updated April 9, 2026. ADR/H-share/A-share cross-listing premium analysis — track pricing gaps between US-listed ADRs, HK-listed H-shares, and A-shares for arbitrage signals, dual-listing valuation, and delisting risk assessment.
• ads-budget by AgriciDaniel. Updated July 11, 2026. Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, ROAS target, or investment tradeoffs.
• ads-math by AgriciDaniel. Updated July 11, 2026. Calculate and model paid-media CPA, CPL, CPC, CPM, ROAS, MER, break-even targets, contribution margin, LTV:CAC, impression-share opportunity, budgets, forecasts, and experiment economics. Use for PPC math, ad calculator, break-even analysis, ROAS calculator, CPA calculator, budget forecast, LTV CAC, or MER.
• ads-optimize by AgriciDaniel. Updated July 11, 2026. Diagnose and draft or explicitly apply paid-ad optimizations using evidence, financial constraints, experiments, and capability-gated adapters. Use for campaign optimization, budget reallocation, bid changes, pausing or archiving ads, requests to delete campaigns, search-term or negative-keyword actions, creative rotation, or improving CPA and ROAS.
• ai-readiness by anthropics. Updated May 21, 2026. Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfolio reviews, annual planning, or when deciding which companies get AI investment first. Triggers on "AI readiness", "AI opportunity scan", "where should we deploy AI", "AI across the portfolio", "AI quick wins", or "which portcos are ready for AI".
• ai-trader by HKUDS. Updated June 11, 2026. AI-Trader - AI Trading Signal Platform. Publish trading signals, follow traders. Use when user mentions trading signals, copy trading, stock trading, or follow traders.
• akshare by HKUDS. Updated April 9, 2026. AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance.
• analyze-account-signals by XiaomiMiMo. Updated July 18, 2026. Use when the user wants to know what changed with one account, monitor an owner portfolio or watchlist, or rank accounts needing attention from recent evidence. Produce an evidence-backed account brief or bounded watchlist summary with recommended actions.
• analyze-market by langchain-ai. Updated April 17, 2026. Perform a market analysis for a product category or segment. Trigger on: market analysis, market size, TAM SAM SOM, market opportunity, industry analysis.
• analyzing-financial-statements by anthropics. Updated November 28, 2025. This skill calculates key financial ratios and metrics from financial statement data for investment analysis
• andreessen by alirezarezvani. Updated May 27, 2026. Marc Andreessen-mode decision and productivity skill. A blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through Andreessen's actual frameworks — market dominates team and product; the only milestone that matters is product/market fit; bias to build over deliberate. Use when the user says 'andreessen', 'pmarca mode', 'should I build this', 'is there a market', 'are we at product/market fit', 'pmf check', 'pressure-test this idea', 'be brutal about this venture', 'market-first take', or wants a no-disclaimers, no-hedging, confidence-leveled verdict on whether something is worth pursuing. Also provides the 3x5-card + Anti-Todo personal productivity routine. Runs on a fixed anti-sycophancy operating prompt: leads with the strongest counterargument, never validates premises, uses explicit confidence levels, never apologizes for disagreeing. Not for polite brainstorming — this skill exists to tell you the market is dead when it is.
• ansoff-matrix by phuryn. Updated March 3, 2026. Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths.
• anti-reversing-techniques by wshobson. Updated September 28, 2026. Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.
• antinet-four-color-cards by anbeime. Updated August 26, 2026. 财务和投资分析师、律师助理与法律助手在撰写金融研报或分析法律文档时，必用此技能！基于解析文档一键生成事实蓝卡、解释绿卡、风险黄卡与行动红卡。自动完成深度剖析与风险排查，产出100%可溯源的结构化四色报告，让复杂分析高效且严谨。
• architecture by davila7. Updated January 25, 2026. Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
• architecture by vudovn. Updated July 18, 2026. Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
• ashare-pre-st-filter by HKUDS. Updated August 29, 2026. A 股 ST/*ST 风险预测框架 — 基于最新中报/三季报或业绩预告/快报，预测下一财年是否会因营收、利润、净资产、分红不达标而被风险警示，并将新浪监管处罚记录作为独立证据面纳入风险等级。仅适用于 A 股，不预测财务造假。
• assess-energy-shock by koala73. Updated September 10, 2026. Model oil or gas supply shock exposure for a country and chokepoint. Use when the user asks how an energy disruption could affect fuel supply, strategic cover, or product deficits.
• assess-energy-shock by koala73. Updated September 10, 2026. Model oil or gas supply shock exposure for a country and chokepoint. Use when the user asks how an energy disruption could affect fuel supply, strategic cover, or product deficits.
• asset-allocation by HKUDS. Updated July 10, 2026. Asset allocation theory and optimizer usage — MPT / Black-Litterman / risk budgeting / all-weather strategy, including guides for 5 optimizers and rebalancing rules.
• attack-tree-construction by wshobson. Updated May 22, 2026. Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
• audit-xls by AI4Finance-Foundation. Updated September 28, 2026. Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula e...
• audit-xls by anthropics. Updated May 5, 2026. Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula errors", "QA this spreadsheet", "sanity check this", "debug model", "model check", "model won't balance", "something's off in my model", "model review".
• aws-cost-optimize by github. Updated August 7, 2026. Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.
• azure-resource-visualizer by github. Updated January 12, 2026. Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.
• backtesting-frameworks by wshobson. Updated May 22, 2026. Build 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.
• balance-check by Donchitos. Updated September 29, 2026. Find balance outliers, broken progressions, degenerate strategies, economy imbalances in formulas and data. 'Check game balance'.
• behavioral-finance by HKUDS. Updated April 9, 2026. Behavioral finance applications: theories of overreaction and underreaction, behavioral explanations for momentum and reversal, investor sentiment cycles, cognitive-bias checklists, and debiasing quantitative strategies.
• bloc-cubit by andrewyng. Updated May 29, 2026. Use when working with Flutter Bloc/Cubit state management. Covers when to choose Bloc vs Cubit, how to use bloc and flutter_bloc together, lifecycle, testing, and safe defaults.
• board-deck-builder by alirezarezvani. Updated June 11, 2026. Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. Covers structure, narrative framework, bad news delivery, and common mistakes.
• bok-ecos-stats by NomaDamas. Updated September 15, 2026. 한국은행 ECOS Open API로 기준금리, 환율, 소비자물가지수, 통화량 등 중앙은행 경제통계 시계열과 100대 핵심지표를 조회한다. Use when the user asks 기준금리, 환율 추이, 물가지수, M2, 국고채 금리, 거시경제 통계. Not for 주식 시세(korean-stock-search) or KOSIS 일반 통계(kosis-stats).
• bond-futures-basis by AI4Finance-Foundation. Updated September 28, 2026. Analyze the bond futures basis by pricing futures, identifying the cheapest-to-deliver, and comparing with yield curves to assess delivery option value and basis trading opportunities. Use when analyzing bond futures, computing the basis, identifying CTD bonds, calculating implied repo rates, or ...
• bond-futures-basis by anthropics. Updated May 5, 2026. Analyze the bond futures basis by pricing futures, identifying the cheapest-to-deliver, and comparing with yield curves to assess delivery option value and basis trading opportunities. Use when analyzing bond futures, computing the basis, identifying CTD bonds, calculating implied repo rates, or evaluating basis trades.
• bond-relative-value by AI4Finance-Foundation. Updated September 28, 2026. Perform relative value analysis on bonds by combining pricing, yield curve context, credit spreads, and scenario stress testing. Use when analyzing bond richness/cheapness, computing spread decomposition, comparing bonds, assessing bond value vs curves, or running rate shock scenarios.
• bond-relative-value by anthropics. Updated May 5, 2026. Perform relative value analysis on bonds by combining pricing, yield curve context, credit spreads, and scenario stress testing. Use when analyzing bond richness/cheapness, computing spread decomposition, comparing bonds, assessing bond value vs curves, or running rate shock scenarios.
• bottleneck-hunter by HKUDS. Updated July 6, 2026. Supply-chain bottleneck arbitrage. Given a super-trend (AI infra, energy transition, defense, semiconductor reshoring, space economy), decompose its physical supply chain down to Layer 2/3 choke points (optics, lasers, InP/SOI substrates, IC substrates, probe cards, specialty fiberglass...) and surface under-the-radar listed companies sitting on each bottleneck. Scores each link on 6 scarcity criteria, applies mandatory valuation gates (PS/PE/safety-margin) via the financial_rigor tool, and Munger-style reverse-validates. Outputs a ranked bottleneck opportunity board. Use when the user wants hidden beneficiaries of a structural trend rather than already-priced leaders.
• buffett by datawhalechina. Updated May 17, 2026. Activates Warren Buffett's complete investment thinking system. The following scenarios must trigger it: analyzing any stock or company, evaluating investment opportunities, interpreting financial reports/annual reports/shareholder letters, assessing business moats or competitive advantages, evaluating management quality and integrity, making buy/hold/sell decisions, understanding core value investing concepts (compounding/intrinsic value/margin of safety/circle of competence/Mr. Market), analyzing any industry (insurance/banking/consumer/media/energy/railroads/technology), handling capital allocation/buybacks/dividends questions, assessing market sentiment and macro risks, exploring when to sell, analyzing institutional imperative or management behavior. Even if the user does not mention "Buffett," proactively trigger whenever the topic involves investment analysis, business quality assessment, or investment decision-making.
• build-pipeline by tabler. Updated September 17, 2026. Understand or repair the Tabler asset pipeline — `core/dist`, `tmp-assets/`, the generated `public/` directories, the `copy-assets` Astro integration, `build-css.ts`, the vite/terser JS builds and the turbo dev graph. Use when assets are missing, stale, duplicated or growing between builds, when a watcher's output disappears after a restart, when a page 404s on `/dist/css/tabler.css`, and before editing anything under `.build/`, a package's asset manifest in `astro.config.mjs`, or the dev/build scripts.
• business-investment-advisor by alirezarezvani. Updated May 2, 2026. Business investment analysis and capital allocation advisor. Use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. Also use for ROI calculations, IRR, NPV, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return.
• caio-review by alirezarezvani. Updated August 21, 2026. /cs:caio-review <plan> — Eval-demanding Chief AI Officer interrogation of any plan that involves AI: model selection, risk classification, cost economics, or AI hiring. Use when shipping an AI feature without an eval set, choosing between API, fine-tune, and self-hosted, or classifying a use case under the EU AI Act.
• carrier-relationship-management by affaan-m. Updated July 17, 2026. 用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。
• carrier-relationship-management by affaan-m. Updated September 27, 2026. Manage truckload, LTL, and intermodal carrier portfolios: sourcing and FMCSA vetting, freight rate and fuel-surcharge negotiation, RFPs and routing guides, carrier scorecards, allocation, and renewals. Use when onboarding carriers, running freight RFPs, negotiating rates, evaluating carrier performance, reallocating freight, or building freight strategy.
• catalyst-calendar by openai. Updated August 27, 2026. Use when building public-equity-investing catalyst calendars. Do not use for full event underwriting; use event-driven-analyzer.
• cdo-review by alirezarezvani. Updated August 21, 2026. /cs:cdo-review <plan> — Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring. Use when validating training-data rights before model work, choosing warehouse vs lakehouse vs mesh, or valuing data assets for productization or M&A.
• ceo-advisor by davila7. Updated December 20, 2025. Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
• cfo-advisor by alirezarezvani. Updated June 10, 2026. Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions CFO, burn rate, runway, fundraising, unit economics, LTV, CAC, term sheets, or financial strategy.
• cfo-review by alirezarezvani. Updated August 21, 2026. /cs:cfo-review <plan> — Numerate-skeptic interrogation of any plan that touches money. Unit economics, runway, dilution, capital allocation. Use when a plan commits meaningful spend — e.g. a hiring wave, a fundraise decision, or a new channel budget.
• challenge by alirezarezvani. Updated May 14, 2026. Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.
• channel-economics by alirezarezvani. Updated June 11, 2026. Use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel ROI with cash / LTV / marginal lenses, and optimal channel mix subject to constraints. For Head of Commercial, RevOps, and VP Sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after CAC, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. Outputs cost to serve, channel ROI verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money — direct or partner?').
• chart-visualization by bytedance. Updated April 23, 2026. This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.
• choosing-trend-or-slope-view by PostHog. Updated June 16, 2026. Clarify how to visualize change over a time range before building a trend. Use whenever the user asks how much something changed, grew, dropped, improved, or regressed between two points or periods — "how much did X change from A to B", "before vs after", "start vs end", "week over week", "compare this month to last", "change over time" — or mentions a "slope chart" / "slopegraph". Two readings of "change" need different charts: the whole trend (a line, every interval) versus just the two endpoints (a slope, start vs end). Ask which they want, then render it. Not for choosing a saved insight ChartDisplayType in the insight editor.
• churn-signals by kortix-ai. Updated July 31, 2026. Scoring rules for daily churn-risk detection — usage decline, support friction, billing/payment risk, and renewal proximity — plus how to combine them into a ranked at-risk list with a reason and a suggested next step per account.
• ciso-advisor by alirezarezvani. Updated June 10, 2026. Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting. Use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions CISO, security strategy, compliance roadmap, zero trust, or board security reporting.
• ciso-review by alirezarezvani. Updated August 21, 2026. /cs:ciso-review <plan> — Risk-paranoid interrogation of any plan that touches data, compliance, or production access. Use when launching features that handle customer data, before a SOC 2 / ISO audit, or after any incident or near-miss.
• client-report by AI4Finance-Foundation. Updated September 28, 2026. Generate professional client-facing performance reports with portfolio returns, allocation breakdowns, and market commentary. Suitable for quarterly or annual distribution. Triggers on "client report", "performance report", "quarterly report for [client]", "generate reports", or "client statement".
• client-report by anthropics. Updated May 21, 2026. Generate professional client-facing performance reports with portfolio returns, allocation breakdowns, and market commentary. Suitable for quarterly or annual distribution. Triggers on "client report", "performance report", "quarterly report for [client]", "generate reports", or "client statement".
• client-review-prep by AI4Finance-Foundation. Updated September 28, 2026. Prepare for client review meetings with portfolio performance summary, allocation analysis, talking points, and action items. Pulls together account data into a concise meeting-ready format. Use before quarterly reviews, annual checkups, or ad-hoc client meetings. Triggers on "client review", "me...
• cmo-review by alirezarezvani. Updated August 21, 2026. /cs:cmo-review <plan> — Narrative-first interrogation of positioning, ICP, message house, and channel mix. Use when launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.
• commercial-skills by alirezarezvani. Updated May 19, 2026. Use when reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, RFP/RFI response, bookings forecast. Triggers on "review this deal", "should we discount", "pricing model", "partner economics", "RFP response", "bookings forecast", "channel mix". Forks context to route to one of seven Commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. Distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic CRO judgment).
• commodity-analysis by HKUDS. Updated April 9, 2026. Commodity analysis (oil supply-demand balance / gold pricing / copper as an economic predictor / inventory cycles / futures premium-discount structure / seasonality), generating directional commodity signals.
• comp-analysis by anthropics. Updated March 13, 2026. Analyze compensation — benchmarking, band placement, and equity modeling. Trigger with "what should we pay a [role]", "is this offer competitive", "model this equity grant", or when uploading comp data to find outliers and retention risks.
• comparable-company-analysis by AI4Finance-Foundation. Updated September 28, 2026. Builds a trading comps table with EV/EBITDA, P/E, and revenue multiples.
• competitive-analysis by AI4Finance-Foundation. Updated September 28, 2026. Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user asks for a competitive landscape, competitor analysis, peer comparison, market positioning assessment, strategic review, or investment memo ...
• competitive-analysis by anthropics. Updated May 5, 2026. Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user asks for a competitive landscape, competitor analysis, peer comparison, market positioning assessment, strategic review, or investment memo deck. Also triggers on "who are the competitors to X", "benchmark X against peers", "build a market map", or any request to systematically evaluate competitive dynamics across an industry.
• competitive-landscape by wshobson. Updated March 26, 2026. Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing market positioning, identifying sustainable competitive advantages, or preparing competitive strategy analysis for a startup or investor pitch.
• competitive-platform-analysis by affaan-m. Updated September 18, 2026. Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources to mine. First step in the three-skill competitive pipeline; precedes benchmark-methodology.
• competitive-platform-analysis by affaan-m. Updated September 27, 2026. Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources to mine. First step in the three-skill competitive pipeline; precedes benchmark-methodology.
• competitor-analysis by langchain-ai. Updated April 17, 2026. Analyze competitors in a given market segment. Trigger on: competitive landscape, competitor analysis, market comparison, competitive positioning.
• competitor-analysis by phuryn. Updated March 3, 2026. Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.
• comps-analysis by AI4Finance-Foundation. Updated September 28, 2026. Build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format.
• comps-analysis by anthropics. Updated May 5, 2026. Build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format. **Perfect for:** - Public company valuation (M&A, investment analysis) - Benchmarking performance vs. industry peers - Pricing IPOs or funding rounds - Identifying valuation outliers (over/under-valued) - Supporting investment committee presentations - Creating sector overview reports **Not ideal for:** - Private companies without comparable public peers - Highly diversified conglomerates - Distressed/bankrupt companies - Pre-revenue startups - Companies with unique business models
• comps-valuation by openai. Updated August 27, 2026. Produce Public Equity Investing comparable-company valuation in report or workbook mode. Use for peer selection, multiple analysis, valuation read-throughs, implied prices, comps dashboards, Excel or Sheets comps, refreshable peer tables, model updates, and comps workbook QA. Do not use for DCF-only, credit-security, or generic market commentary requests.
• consensus-check by google-research. Updated July 22, 2026. Summarize the sell-side view on an equity — analyst price targets, forward EPS/revenue estimates and ratings — and corroborate it against recent guidance and estimate revisions from the web.
• controlling-costs by openclaw. Updated July 9, 2026. Analyzes Axiom query patterns to find unused data, then builds dashboards and monitors for cost optimization. Use when asked to reduce Axiom costs, find unused columns or field values, identify data waste, or track ingest spend.
• convertible-bond by HKUDS. Updated April 9, 2026. A股可转债分析——转股/纯债/期权三维估值、下修/强赎/回售博弈、双低策略与转债轮动选债框架
• core by microsoft. Updated August 15, 2026. The analyst's built-in capabilities: data-inspection tools and the always-available actions (visualize and ask_user).
• corporate-events by HKUDS. Updated April 9, 2026. 公司事件驱动分析：并购套利价差计算、大股东增减持信号、股权激励解读、定增配股影响评估、A股ST/退市预警
• correlation-analysis by HKUDS. Updated September 11, 2026. Correlation and cointegration analysis — co-movement discovery, deep return-correlation analysis, sector clustering, realized correlation, Engle-Granger / Johansen cointegration, half-life, Kalman dynamic hedge ratio, cross-market linkage analysis, and pair-trading signal generation
• cost-optimization by wshobson. Updated March 16, 2026. Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
• cost-optimize by ruvnet. Updated July 17, 2026. Analyze token usage patterns and recommend cost optimizations with estimated savings
• cost-projection by ruvnet. Updated June 16, 2026. Forward-looking spend extrapolation. Computes a USD-per-day rate from the recent measurement window, projects to 7d/30d/90d/365d horizons, and surfaces "days until budget exhausted" when a budget is configured. Predictive counterpart to `cost-budget-check` (reactive).
• council by affaan-m. Updated June 11, 2026. Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
• council by TeamWiseFlow. Updated August 27, 2026. 召集四方视角对商业模式、融资策略、业务方向等关键决策进行结构化辩论。适用于模糊的商业判断、多路径权衡、go/no-go 决策。
• cpo-review by alirezarezvani. Updated August 21, 2026. /cs:cpo-review <plan> — JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve.
• creating-financial-models by anthropics. Updated November 28, 2025. This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
• credit-analysis by HKUDS. Updated August 5, 2026. 固收与信用分析：信用债评级、利差分析、违约风险评估、城投债研究、可转债定价与策略。
• cross-eval by alirezarezvani. Updated August 21, 2026. /cs:cross-eval <memo> — Multi-model consensus on a board memo or strategy brief. Claude + Codex + Gemini cross-review with graceful degradation. Use when a high-stakes memo needs an independent sanity check before the boardroom — e.g. a bet-the-company pivot or fundraise terms.
• cross-market-strategy by HKUDS. Updated September 8, 2026. Write signal_engine.py for portfolios spanning multiple markets (A-shares + crypto, equity + forex, etc.)
• crypto-derivatives by HKUDS. Updated April 9, 2026. Crypto-derivatives strategies — perpetual funding-rate arbitrage, futures term-structure contango/backwardation trading, and option volatility-smile / Greeks analysis.
• cryptofeed by 2025Emma. Updated December 16, 2025. Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data analysis.
• cto-advisor by alirezarezvani. Updated June 11, 2026. Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
• cto-advisor by davila7. Updated December 20, 2025. Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
• cto-review by alirezarezvani. Updated August 21, 2026. /cs:cto-review <plan> — Architecture and scaling interrogation. Tech debt, scaling cliffs, team scaling, build-vs-buy. Use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.
• daily-finance by digoal. Updated May 25, 2026. Generate stage-1 publishable daily financial news markdown by accessing current web data, filtering reliable macro/market news, validating numbers and article logic, and writing a source-backed brief. Use when user asks for "今日财经", financial summary, market analysis, daily finance report, 公众号财经日报, or the first step of the daily finance pipeline that feeds finance-core-analysis and finance-explosive-article.
• daily-finance by digoal. Updated April 24, 2026. Generate stage-1 publishable daily financial news markdown by accessing current web data, filtering reliable macro/market news, validating numbers and article logic, and writing a source-backed brief. Use this skill whenever the user asks for "今日财经", "财经日报", "财经简报", "市场要闻", "每日财经", financial summary, market analysis, daily finance report, 公众号财经日报, or the first step of the daily finance pipeline that feeds finance-core-analysis and finance-explosive-article. Even if the user only says "帮我看看今天市场怎么样" or "今天有什么财经新闻", use this skill.
• daily-stock-analysis by ZhuLinsen. Updated August 19, 2026. 调用 daily_stock_analysis API 做股票分析。当用户说「分析茅台」「analyze AAPL」「帮我看看 600519」或要大盘复盘时使用。优先用股票代码。
• data-analysis by nix-community. Updated June 5, 2026. Do some data analysis
• data-analysis by nix-community. Updated January 3, 2026. Help analyze datasets and results
• data-analytics by XiaomiMiMo. Updated July 18, 2026. Use this skill for quantitative product or business analysis: data quality checks, metric diagnostics, KPI design and reporting, dashboards, analytical reports, charts, notebooks, market sizing, semantic layers, and evidence-backed recommendations. Also use it whenever Data Analytics is explicitly invoked.
• data-analyzer by camel-ai. Updated February 5, 2026. Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.
• data-visualization by langchain-ai. Updated March 12, 2026. Use for creating publication-quality charts and multi-panel analysis summaries. Triggers when tasks involve visualizing data, plotting results, creating charts, or producing visual reports from analysis output.
• datapack-builder by AI4Finance-Foundation. Updated September 28, 2026. Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and...
• datapack-builder by anthropics. Updated May 5, 2026. Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs.
• datasets by Arize-ai. Updated June 10, 2026. Understand what a Phoenix dataset is and reason well about its examples, outputs, splits, and how it feeds evaluators and experiments. Load this whenever a dataset is in view or the user asks what a dataset is, how splits work, what an output "means", or how datasets relate to experiments and evals. This skill governs the judgment; any tool descriptions govern the mechanics.
• dbs-chatroom-austrian by dontbesilent2025. Updated August 11, 2026. 由哈耶克、米塞斯与 Claude 从奥派经济学视角展开多角色讨论。用户要求进入奥派聊天室或用奥派分析问题时使用。
• dbs-deconstruct by dontbesilent2025. Updated August 11, 2026. 用维特根斯坦与奥派经济学方法拆解模糊的商业概念。用户要求解释一个词、澄清概念边界或识别概念混用时使用。
• dcf-model by AI4Finance-Foundation. Updated September 28, 2026. Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC calculations, performs sensitivity analysis, and outputs professional Excel models with executive summari...
• dcf-model by anthropics. Updated May 5, 2026. Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC calculations, performs sensitivity analysis, and outputs professional Excel models with executive summaries. Use when users need to value a company using DCF methodology, request intrinsic value analysis, or ask for detailed financial modeling with growth projections and terminal value calculations.
• dcf-model-builder by openai. Updated August 27, 2026. Use when building public-equity DCF valuation workbooks. Default to the banker formula workbook path for new model builds; use deterministic exports only for controlled support calculations or explicit lightweight runs. Do not use for standalone workbook audits; use model-audit-tieout.
• dcf-valuation by google-research. Updated July 22, 2026. Estimate a public equity's intrinsic value with a discounted-cash-flow model — pull fundamentals, set a discount rate via CAPM/WACC, project free cash flow, and discount it.
• dcf-valuation by nexu-io. Updated July 27, 2026. Discounted cash flow valuation and intrinsic value analysis for public companies. Use when the brief asks for DCF, fair value, intrinsic value, price target, undervalued or overvalued analysis, or "what is this company worth?"
• dcf-valuation by nexu-io. Updated August 18, 2026. Discounted cash flow valuation and intrinsic value analysis for public companies. Use when the brief asks for DCF, fair value, intrinsic value, price target, undervalued or overvalued analysis, or "what is this company worth?"
• dcf-valuation by virattt. Updated May 8, 2026. Performs discounted cash flow (DCF) valuation analysis to estimate intrinsic value per share. Triggers when user asks for fair value, intrinsic value, DCF, valuation, "what is X worth", price target, undervalued/overvalued analysis, or wants to compare current price to fundamental value.
• dcf-valuation-model by AI4Finance-Foundation. Updated September 28, 2026. Constructs a discounted cash flow model with terminal value and WACC calculation.
• deal-review by anthropics. Updated September 15, 2026. Deep-dive on a single opportunity - signal-adjusted health score, risks, gaps in qualification, and recommended next actions. Use when the user asks "review the [account] deal", "deal review on [opp]", "is [opp] going to close", or "what's the risk on [deal]".
• deal-screening by AI4Finance-Foundation. Updated September 28, 2026. Quickly screen inbound deal flow — CIMs, teasers, and broker materials — against the fund's investment criteria. Extracts key deal metrics, runs a pass/fail framework, and outputs a one-page screening memo. Use when reviewing new deal flow, triaging inbound materials, or deciding whether to take ...
• deal-screening by anthropics. Updated May 21, 2026. Quickly screen inbound deal flow — CIMs, teasers, and broker materials — against the fund's investment criteria. Extracts key deal metrics, runs a pass/fail framework, and outputs a one-page screening memo. Use when reviewing new deal flow, triaging inbound materials, or deciding whether to take a first call. Triggers on "screen this deal", "review this CIM", "should we look at this", "triage this teaser", or "deal screening".
• deck-refresh by AI4Finance-Foundation. Updated September 28, 2026. Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request ...
• deck-refresh by anthropics. Updated May 5, 2026. Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request to swap figures across an existing deck without rebuilding it.
• deck-swiss-international by nexu-io. Updated August 18, 2026. OpenDesign's FY26 board pre-read: the open-core bet, growth vs burn, and the one decision the board must approve. Built as a decision-grade corporate strategy deck for board, CEO, CFO.
• deep-company-series by HKUDS. Updated July 6, 2026. Write a publication-grade 8-part deep-dive series on a single company (~120k words total): cognitive reset / moat / profit engine / hidden assets / era variable (e.g. AI) / financials Buffett-style / management / valuation+redlines. The core IP is NOT writing but REVISING — a strict fact-check checklist catches pseudo-precision (probability-weighted expectations, third-party MAU discrepancies, linear extrapolation), absolute language, and cross-article number inconsistencies that most finance long-forms violate. Each piece stands alone but shares one valuation/management/price framework. Use when the user wants textbook-level depth on one company for public publishing (a single research report or earnings note is NOT this — use investment-research / earnings-review instead).
• design-kpis by XiaomiMiMo. Updated July 18, 2026. Design KPI frameworks, metric definitions, targets, guardrails, and measurement plans for product or business decisions. Use when success metrics, drivers, guardrails, targets, or the measurement approach need to be defined or improved.
• diff-analyze by ruvnet. Updated July 17, 2026. Analyze git diffs for risk scoring, reviewer recommendations, and change classification. Use when preparing a PR, reviewing a large or cross-module change, or before merging to assess risk and pick reviewers.
• dividend-analysis by HKUDS. Updated May 2, 2026. Dividend stock analysis for income, dividend-growth, and shareholder-return strategies, including yield quality, payout sustainability, ex-dividend mechanics, and yield-trap checks.
• earnings-analysis by AI4Finance-Foundation. Updated September 28, 2026. Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and ...
• earnings-analysis by anthropics. Updated May 5, 2026. Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.
• earnings-deep-dive by openai. Updated August 27, 2026. Use when analyzing public-company earnings after results, guidance, transcript, or call commentary. Do not use for pre-print previews.
• earnings-forecast by HKUDS. Updated April 9, 2026. 盈利预测与一致预期分析（自上而下/自下而上预测法/SUE/PEAD/分析师预期修正），捕捉业绩超预期交易机会。
• earnings-preview by AI4Finance-Foundation. Updated September 28, 2026. Build pre-earnings analysis with estimate models, scenario frameworks, and key metrics to watch. Use before a company reports quarterly earnings to prepare positioning notes, set up bull/bear scenarios, and identify what will move the stock. Triggers on "earnings preview", "what to watch for [com...
• earnings-preview by anthropics. Updated May 21, 2026. Build pre-earnings analysis with estimate models, scenario frameworks, and key metrics to watch. Use before a company reports quarterly earnings to prepare positioning notes, set up bull/bear scenarios, and identify what will move the stock. Triggers on "earnings preview", "what to watch for [company] earnings", "pre-earnings", "earnings setup", or "preview Q[X] for [company]".
• earnings-preview by openai. Updated August 27, 2026. Use when preparing full pre-earnings preview reports with executive summary, expectation bar, guidance credibility, KPI dashboard, scenarios, and call questions. Do not use after results or for short summaries unless the user explicitly asks for a summary/short version.
• earnings-preview-single by AI4Finance-Foundation. Updated September 28, 2026. Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
• earnings-preview-single by anthropics. Updated May 5, 2026. Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
• earnings-review by xbtlin. Updated July 16, 2026. AI Berkshire skill: 财报精读：一手资料深度解读. Source: skills/earnings-review.md.
• earnings-revision by HKUDS. Updated April 9, 2026. Earnings estimate revisions, guidance analysis, and post-earnings drift (PEAD) — track analyst consensus changes, earnings surprise patterns, and management guidance shifts for US/HK equities.
• earnings-team by xbtlin. Updated July 3, 2026. AI Berkshire skill: 财报精读团队：四大师并行解读 + 公众号发布. Source: skills/earnings-team.md.
• eastmoney by HKUDS. Updated September 21, 2026. 东方财富（Eastmoney）免费免鉴权数据接口，覆盖资金流向、龙虎榜、融资融券、大宗交易、股东户数、限售解禁、行业概念板块、券商研报、财经新闻、A股/港股三大报表+主要指标、全市场选股与代码搜索；美股财报由 get_financial_statements 转 SEC EDGAR。东财请求经共享 IP 限速层节流（东财按源 IP 限流并临时封禁突发请求），通过 Vibe-Trading 工具直接调用，无需 token。
• ecc-tools-cost-audit by affaan-m. Updated May 17, 2026. ECC ツール、エージェント、スキル、および実装のコスト監査を実施します。プロンプト入力トークンを分析して、計算効率を定量化します。
• economic-impact-report by openai. Updated August 27, 2026. Use when translating a specific event, policy change, macro shock, or industry development into public-equity issuer, sector, earnings, valuation, positioning, and portfolio implications. Do not use for standalone macro strategy, rates, FX, credit, futures, or generic market commentary.
• edgar-sec-filings by HKUDS. Updated April 9, 2026. SEC EDGAR filing analysis — 10-K, 10-Q, 8-K, proxy statements, insider Form 4. Extract key financials, risk factors, management discussion, and generate investment signals from US public company filings.
• energy-procurement by affaan-m. Updated July 17, 2026. 电力与燃气采购、电价优化、需量电费管理、可再生能源购电协议评估及多设施能源成本管理的编码化专业知识。基于能源采购经理在大型工商业用户中超过15年的经验。包括市场结构分析、对冲策略、负荷分析和可持续性报告框架。适用于采购能源、优化电价、管理需量电费、评估购电协议或制定能源策略时使用。
• energy-procurement by affaan-m. Updated September 27, 2026. Procure electricity and natural gas for commercial and industrial facilities: tariff and rate-schedule optimization, demand-charge mitigation, supplier RFPs, fixed/index/block-and-index hedging, renewable PPA and REC evaluation, and sustainability reporting. Use when procuring energy, optimizing utility tariffs, managing demand charges, evaluating PPAs, or building energy budgets and hedge strategies.
• equity-deep-dive by google-research. Updated July 22, 2026. A thorough single-equity deep dive — read the recent qualitative picture from the web, then ground it in fundamentals and health ratios, an intrinsic DCF with a sensitivity range, a comparable-company cross-check, and the analyst-consensus view.
• equity-research by AI4Finance-Foundation. Updated September 28, 2026. Generate comprehensive equity research snapshots combining analyst consensus estimates, company fundamentals, historical prices, and macroeconomic context. Use when researching stocks, comparing estimates to actuals, analyzing company financials, assessing equity valuations, or building investmen...
• equity-research by anthropics. Updated May 5, 2026. Generate comprehensive equity research snapshots combining analyst consensus estimates, company fundamentals, historical prices, and macroeconomic context. Use when researching stocks, comparing estimates to actuals, analyzing company financials, assessing equity valuations, or building investment cases.
• era-alpha by xbtlin. Updated August 29, 2026. AI Berkshire skill: 时代α捕手：高增长核心资产的识别-验证-持有框架. Source: skills/era-alpha.md.
• estimate by Donchitos. Updated September 29, 2026. Estimate task effort from complexity, dependencies, velocity, risk. Structured estimate with confidence levels.
• etf-analysis by HKUDS. Updated September 8, 2026. ETF分析：产品筛选、费率对比、跟踪误差、流动性评估、策略应用与中国市场ETF量化配置框架。
• event-driven-analyzer by openai. Updated August 27, 2026. Use when analyzing dated public-equity event paths, probabilities, payoffs, and expected returns. Do not use for generic catalyst lists, risk sizing, hedges, capital structure, covenants, or credit recovery.
• excel-analysis by davila7. Updated October 17, 2025. Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
• execution-model by HKUDS. Updated August 5, 2026. Trade execution modeling (backtest only) — slippage formulas (linear / square-root impact), VWAP/TWAP execution logic, market-impact cost estimation, and execution-assumption configuration.
• executive-mentor by alirezarezvani. Updated June 10, 2026. Adversarial thinking partner for founders and executives. Stress-tests plans, prepares for brutal board meetings, dissects decisions with no good options, and forces honest post-mortems. Use when you need someone to find the holes before the board does, make a decision you've been avoiding, or understand what actually went wrong.
• factor-research by HKUDS. Updated August 14, 2026. Factor research framework with IC/IR analysis, quantile backtesting, and factor combination. Suitable for cross-sectional factor evaluation across multiple instruments.
• feature-risk-assessment by anthropics. Updated May 12, 2026. Deeper risk assessment for a single feature or product area when the launch review found something that needs more than a line item. Structured analysis: what could go wrong, how likely, how bad, what mitigates it. Use when user says "deep dive on this risk", "risk assessment for [feature]", "what could go wrong with", or when launch-review flags a novel issue.
• field-notes-editorial-template by nexu-io. Updated May 9, 2026. Editorial "Field Notes" report template with soft paper background, serif hero typography, rounded pastel insight cards, and a retention chart panel. Use when users ask for a premium magazine-style business report, board memo one-pager, or elegant data storytelling layout.
• finance-beginner-explainer by digoal. Updated May 25, 2026. Explain a finance-explosive-article markdown file for readers with weak financial knowledge by unpacking concepts, causal chains, examples, analogies, and transferable analysis methods. Use when the user asks to turn a daily finance explosive article, 德哥财经爆款文章, market commentary, or finance markdown into a beginner-friendly detailed interpretation saved under the current project's markdown directory.
• finance-beginner-explainer by digoal. Updated April 24, 2026. Explain a finance-explosive-article markdown file for readers with weak financial knowledge by unpacking concepts, causal chains, examples, analogies, and transferable analysis methods. Use this skill whenever the user asks to "帮小白看懂"、"用简单语言解释"、"写一篇入门版"、"解读一下这篇文章"、"财经扫盲"、"怎么看懂这个市场"、turn a 德哥爆款文章 into a beginner guide, or produce stage-4 output of the daily finance pipeline. Even if the user only says "帮我把这篇文章讲得更通俗一点" or "普通人怎么理解这个", use this skill. This is stage 4 of: daily-finance → finance-core-analysis → finance-explosive-article → finance-beginner-explainer.
• finance-core-analysis by digoal. Updated May 25, 2026. Generate stage-2 publishable deep financial analysis markdown from a daily-finance brief plus current web verification, using liquidity, interest rates, risk appetite, capital flows, policy, and balance-sheet constraints. Use when user wants a deeper 公众号-style markdown analysis based on daily-finance output, core macro/market mechanism analysis, or the second step of the daily finance pipeline before finance-explosive-article.
• finance-core-analysis by digoal. Updated April 24, 2026. Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification. Use this skill whenever the user wants deeper macro/market analysis beyond daily news, asks for "核心分析"、"深度分析"、"机制分析"、"为什么市场这样走"、"帮我分析一下背后逻辑", or when the user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章. Even if the user only says "深挖一下今天的市场" or "帮我分析这份财经简报", use this skill. This skill feeds finance-explosive-article as stage 2 of: daily-finance → finance-core-analysis → finance-explosive-article.
• finance-report by nexu-io. Updated May 18, 2026. Masthead + KPI + 收入/烧钱图 + P&L 表 + 重点 + 展望
• finance-report by nexu-io. Updated July 27, 2026. Quarterly / monthly financial report — masthead with KPIs, revenue and burn charts, P&L summary table, top-line highlights, and an outlook paragraph. Use when the brief mentions "financial report", "Q3 report", "MRR review", "P&L", or "财报".
• finance-report by nexu-io. Updated August 18, 2026. Quarterly / monthly financial report — masthead with KPIs, revenue and burn charts, P&L summary table, top-line highlights, and an outlook paragraph. Use when the brief mentions "financial report", "Q3 report", "MRR review", "P&L", or "财报".
• finance-skills by alirezarezvani. Updated June 11, 2026. Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').
• finance-weekly-outlook by digoal. Updated May 25, 2026. Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs plus fresh authoritative market data. Use when the user asks for future-one-week market outlook, weekly bullish/bearish sectors, stock picks, China A-share and US stock coverage, explicit buy/sell/hold trading plans, entry/exit levels, staged position sizing, sector rotation, or next-week investment opportunities; also use after the daily-finance → finance-core-analysis → finance-explosive-article pipeline when a concrete weekly action report is requested.
• finance-weekly-outlook by digoal. Updated April 24, 2026. 基于 daily-finance 和 finance-core-analysis 的产出，综合搜索权威市场数据（量价、资金流、VIX、北向、期权持仓、机构配置等），运用三因子定价模型和预期差框架，生成未来一周中美股市看涨/看空行业和个股的深度预测报告，包含明确操盘建议（买卖点、分段持仓、行动指南）。触发条件：用户提到"下周行情预测"、"下周看多看空"、"下周操盘"、"周报"、"未来一周"、"哪些股票值得关注"、"帮我选股"、"下周买什么"，或要求结合宏观与个股给出具体操盘建议时，必须使用本 skill。即使用户只说"帮我分析一下下周市场"或"有没有好的投资机会"，也应使用本 skill。这是 daily-finance → finance-core-analysis → finance-weekly-outlook 管线的第三步，也可以独立触发。
• financial-analysis by kyegomez. Updated July 7, 2026. Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities
• financial-analyst by alirezarezvani. Updated June 10, 2026. Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.
• financial-data by xbtlin. Updated July 16, 2026. AI Berkshire skill: 财务数据获取与交叉验证规范. Source: skills/financial-data.md.
• financial-plan by AI4Finance-Foundation. Updated September 28, 2026. Build or update a comprehensive financial plan covering retirement projections, education funding, estate planning, and cash flow analysis. Use for new client onboarding, annual plan reviews, or scenario modeling. Triggers on "financial plan", "retirement plan", "can I retire", "education funding...
• financial-report-analysis by digoal. Updated April 22, 2026. Analyze company annual reports, quarterly reports, 10-K/10-Q filings, earnings releases, shareholder letters, or financial-report PDFs/URLs/files and produce a professional Chinese Markdown report for ordinary investors. Use when the user provides a company financial report address or local file and asks for 财报分析, 年报解读, 季报解读, 10-K/10-Q analysis, earnings analysis, investment reference, accounting red-flag detection, valuation discussion, or beginner-friendly explanation saved to the current project's markdown directory.
• financial-report-analyst by digoal. Updated April 22, 2026. 深度解读企业财报，将财报 PDF 或 URL 转化为面向普通投资者的专业分析报告，以 Markdown 格式保存到当前项目的 markdown/ 目录。 触发条件：用户上传或提供财报 PDF、提到"分析财报"/"读财报"/"解读财报"/"看看这家公司"/"帮我分析一下 XX 公司"，或任何需要深入理解一份财务报告的场景。 输出一份犀利、有逻辑支撑的投资参考报告，涵盖：核心收入分析、财务健康诊断、隐蔽风险雷区排查、行业竞争格局、前瞻性估值，以及明确的投资参考建议。 即使用户只说"帮我看这份年报"但内容是财报，也应使用本 skill。
• financial-report-analyzer by eosphoros-ai. Updated March 16, 2026. 专门用于上市公司财报（如年度报告、季度报告）的深度分析。该技能能够自动提取关键财务指标，计算核心财务比率，生成可视化图表，并结合行业背景生成专业的财务分析报告。
• financial-statement by HKUDS. Updated September 8, 2026. 财报三表深度解读——三表勾稽关系、盈利质量(应计vs现金流)分析、杜邦分解、10+财务造假红旗指标
• financial-statements by anthropics. Updated March 13, 2026. Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis. Use when preparing a monthly or quarterly P&L, closing the books and need to flag material variances, comparing actuals to budget, building a financial summary for leadership review, or looking up GAAP presentation requirements and period-end adjustments.
• fixed-income-portfolio by AI4Finance-Foundation. Updated September 28, 2026. Review fixed income portfolios by pricing multiple bonds, retrieving reference data, analyzing cashflows, and running scenario analysis. Use when reviewing bond portfolios, computing portfolio duration and DV01, analyzing cashflow waterfalls, stress testing rate scenarios, or assessing portfolio ...
• fixed-income-portfolio by anthropics. Updated May 5, 2026. Review fixed income portfolios by pricing multiple bonds, retrieving reference data, analyzing cashflows, and running scenario analysis. Use when reviewing bond portfolios, computing portfolio duration and DV01, analyzing cashflow waterfalls, stress testing rate scenarios, or assessing portfolio composition.
• footballbin-predictions by davila7. Updated February 20, 2026. Get AI-powered match predictions for Premier League and Champions League including scores, next goal, and corners.
• forecast-accuracy-review by davila7. Updated July 15, 2026. Evaluate demand-forecast quality honestly - WMAPE, bias and Forecast Value Added against a naive benchmark over a rolling-origin backtest. Use when the user mentions forecast accuracy, MAPE, demand planning performance, tahmin doğruluğu, talep tahmini, or asks whether a forecasting process or tool is worth it. Differentiator - judges the process (value added vs doing nothing), not just the model.
• forecast-rollup by kortix-ai. Updated July 31, 2026. Weekly HubSpot pipeline-to-forecast rollup — weights every open deal by its own HubSpot stage probability, rolls the total up by stage, rep, and segment ({{segment_property}}) against {{quarterly_quota}}, and flags deals slipping the quarter and other forecast risk before posting to {{forecast_channel}}. Read-only; never changes a deal's amount, close date, stage, or owner.
• formatting-insight-axes by PostHog. Updated August 26, 2026. Pick the right y-axis unit when creating or updating an insight via `posthog:insight-create` or `posthog:insight-update` — both TrendsQuery (`trendsFilter.aggregationAxisFormat`) and SQL insights (`DataVisualizationNode`, `chartSettings.yAxis[].settings.formatting`). Use when the agent is about to add a `formula` purely to convert units (e.g. dividing seconds by 60 to display minutes), when a `math_property` or SQL column is a duration, currency, ratio, or large count, or whenever the user mentions "format the y-axis", "duration", "seconds", "minutes", "hours", "milliseconds", "ms", "percentage", "%%", "currency", "decimals", "axis label", or "axis unit" in the context of a graph insight.
• formula-derivation by wanshuiyin. Updated July 13, 2026. Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
• fund-analysis by HKUDS. Updated April 9, 2026. 基金分析与筛选：晨星评级/夏普比率/信息比率、Sharpe风格箱分析、风格漂移检测、基金经理评价、FOF组合构建、ETF选择
• fundamental-filter by HKUDS. Updated September 7, 2026. Fundamental factor screening — filter stocks by PE/PB/ROE, financial statement fields, and other metrics for value or growth selection. Supports A-shares (via tushare extra_fields or fundamental_fields) and HK/US stocks (via yfinance Ticker info).
• fx-carry-trade by AI4Finance-Foundation. Updated September 28, 2026. Evaluate FX carry trade opportunities by combining spot rates, forward points, interest rate differentials, volatility surface analysis, and historical price trends. Use when analyzing carry trades, comparing FX forward curves, assessing carry-to-vol ratios, or evaluating currency pair opportunit...
• fx-carry-trade by anthropics. Updated May 5, 2026. Evaluate FX carry trade opportunities by combining spot rates, forward points, interest rate differentials, volatility surface analysis, and historical price trends. Use when analyzing carry trades, comparing FX forward curves, assessing carry-to-vol ratios, or evaluating currency pair opportunities.
• geopolitical-risk by HKUDS. Updated April 9, 2026. Geopolitical risk analysis: quantify crisis signals, identify precursors, and build event-driven strategies for war, sanctions, and supply disruption scenarios.
• get-market-quotes by koala73. Updated September 5, 2026. Retrieve real-time equity, index, and ETF quotes with price, change, and sparkline history. Use when the user asks for current market prices, how a ticker is doing, or a quick market snapshot.
• get-market-quotes by koala73. Updated September 5, 2026. Retrieve real-time equity, index, and ETF quotes with price, change, and sparkline history. Use when the user asks for current market prices, how a ticker is doing, or a quick market snapshot.
• get-prediction-markets by koala73. Updated September 5, 2026. Retrieve active prediction-market contracts (Polymarket) with live yes-price probabilities, volume, and close dates, filterable by category or keyword. Use when the user asks what the market odds are on a geopolitical, economic, or election outcome.
• get-prediction-markets by koala73. Updated September 5, 2026. Retrieve active prediction-market contracts (Polymarket) with live yes-price probabilities, volume, and close dates, filterable by category or keyword. Use when the user asks what the market odds are on a geopolitical, economic, or election outcome.
• gl-recon by anthropics. Updated May 5, 2026. Reconcile general ledger to subledger for a trade date or period — match at the position or transaction level, surface breaks, and classify each break by likely cause. Use for daily or month-end recon runs across asset classes.
• global-macro by HKUDS. Updated April 9, 2026. Global macro analysis framework (central bank policy transmission / FX forecasting / geopolitical risk / capital flows), used to build macro factor signals that drive cross-asset allocation.
• goal-plan by ruvnet. Updated July 17, 2026. Create and execute Goal-Oriented Action Plans (GOAP) with precondition analysis, cost optimization, and adaptive replanning
• grow-sustainably by slavingia. Updated March 23, 2026. Evaluate business decisions through the lens of sustainable, profitable growth. Use when someone is making decisions about spending, hiring, fundraising, or scaling their business.
• gstack-openclaw-ceo-review by garrytan. Updated April 17, 2026. Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or reduce the plan.
• gtm-board-and-investor-communication by github. Updated March 23, 2026. Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the "Three Things" narrative model, the 4-tier metric hierarchy, and the pre-brief pattern that prevents board surprises.
• gtm-enterprise-account-planning by github. Updated March 23, 2026. Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.
• hedging-strategy by HKUDS. Updated April 9, 2026. Hedging strategy design (beta hedge / option protection / tail risk / cross-asset hedging), including hedge-ratio calculation and cost evaluation.
• hk-connect-flow by HKUDS. Updated April 9, 2026. Stock Connect (Shanghai/Shenzhen-Hong Kong) fund flow analysis — Northbound (foreign into A-shares), Southbound (mainland into HK), sector allocation tracking, and cross-border arbitrage signals.
• html-ppt-weekly-report by nexu-io. Updated August 18, 2026. OpenDesign's weekly growth review: stars, installs, activation — the number, the driver, and the recommended move. Built as a decision-grade data & finance deck for growth & product team.
• html-ppt-weekly-report by nexu-io. Updated August 18, 2026. OpenDesign's weekly growth review: stars, installs, activation — the number, the driver, and the recommended move. Built as a decision-grade data & finance deck for growth & product team.
• html-ppt-zhangzara-blue-professional by nexu-io. Updated August 18, 2026. OpenDesign's QBR for the executive committee: what moved, what stalled, and the resource reallocation ask. Built as a decision-grade corporate strategy deck for executive committee.
• html-ppt-zhangzara-blue-professional by nexu-io. Updated August 18, 2026. OpenDesign's QBR for the executive committee: what moved, what stalled, and the resource reallocation ask. Built as a decision-grade corporate strategy deck for executive committee.
• html-ppt-zhangzara-cartesian by nexu-io. Updated July 10, 2026. An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a decision-grade coursework defense deck for thesis committee.
• html-ppt-zhangzara-cartesian by nexu-io. Updated August 18, 2026. An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a decision-grade coursework defense deck for thesis committee.
• html-ppt-zhangzara-grove by nexu-io. Updated July 10, 2026. A municipal urban-tree-canopy policy proposal — the public need, the evidence, the options, and the funding decision. Built as a decision-grade policy briefing deck for city council, agency reviewers.
• html-ppt-zhangzara-grove by nexu-io. Updated August 18, 2026. A municipal urban-tree-canopy policy proposal — the public need, the evidence, the options, and the funding decision. Built as a decision-grade policy briefing deck for city council, agency reviewers.
• html-ppt-zhangzara-long-table by nexu-io. Updated August 18, 2026. OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales. Built as a decision-grade data & finance deck for CFO, investors.
• html-ppt-zhangzara-long-table by nexu-io. Updated August 18, 2026. OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales. Built as a decision-grade data & finance deck for CFO, investors.
• html-ppt-zhangzara-peoples-platform by nexu-io. Updated July 10, 2026. A public-transit funding proposal for a city council — ridership need, the plan, the risk controls, and the ask. Built as a decision-grade policy briefing deck for city council, public board.
• html-ppt-zhangzara-peoples-platform by nexu-io. Updated August 18, 2026. A public-transit funding proposal for a city council — ridership need, the plan, the risk controls, and the ask. Built as a decision-grade policy briefing deck for city council, public board.
• html-ppt-zhangzara-soft-editorial by nexu-io. Updated July 10, 2026. A digital-transformation roadmap for a legacy insurer — the diagnosis, the sequenced bets, and the operating rhythm to land them. Built as a decision-grade consulting deck for client executives.
• html-ppt-zhangzara-soft-editorial by nexu-io. Updated August 18, 2026. A digital-transformation roadmap for a legacy insurer — the diagnosis, the sequenced bets, and the operating rhythm to land them. Built as a decision-grade consulting deck for client executives.
• html-ppt-zhangzara-stencil-tablet by nexu-io. Updated July 10, 2026. A workplace-safety compliance review for a manufacturing regulator — findings, the evidence chain, and the corrective mandate. Built as a decision-grade policy briefing deck for regulator, plant leadership.
• html-ppt-zhangzara-stencil-tablet by nexu-io. Updated August 18, 2026. A workplace-safety compliance review for a manufacturing regulator — findings, the evidence chain, and the corrective mandate. Built as a decision-grade policy briefing deck for regulator, plant leadership.
• huashu-sparkline-arc by nexu-io. Updated August 18, 2026. OpenDesign's revenue-driver narrative: what actually moves ARR, the leverage points, and the forecast. Built as a decision-grade data & finance deck for board, finance leadership.
• hummingbot by 2025Emma. Updated December 16, 2025. Hummingbot trading bot framework - automated trading strategies, market making, arbitrage, connectors for crypto exchanges. Use when working with algorithmic trading, crypto trading bots, or exchange integrations.
• ib-check-deck by AI4Finance-Foundation. Updated September 28, 2026. Investment banking presentation quality checker. Reviews a pitch deck or client-ready presentation for (1) number consistency across slides, (2) data-narrative alignment, (3) language polish against IB standards, (4) visual and formatting QC. Use whenever the user asks to review, check, QC, proof...
• ib-pitch-book by nexu-io. Updated August 21, 2026. OpenDesign's investor pitch book: market map, moat, unit economics, and the ask — analyst-grade and diligence-ready. Built as a decision-grade fundraising pitch deck for growth-equity investors.
• ib-pitch-book by nexu-io. Updated August 21, 2026. OpenDesign's investor pitch book: market map, moat, unit economics, and the ask — analyst-grade and diligence-ready. Built as a decision-grade fundraising pitch deck for growth-equity investors.
• idea-generation by AI4Finance-Foundation. Updated September 28, 2026. Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "f...
• idea-generation by anthropics. Updated May 21, 2026. Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks interesting", "screen for", "new ideas", or "pitch me something".
• identify-assumptions-existing by phuryn. Updated March 3, 2026. Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking. Use when stress-testing a feature idea, doing risk assessment, or preparing for assumption mapping.
• identify-assumptions-new by phuryn. Updated March 3, 2026. Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture.
• ifind-repilot-finance-data-search by hsliuping. Updated September 22, 2026. 使用自然语言查询金融数据，支持A股股票、基金、期货等上市品种，覆盖基本资料、财务数据、日频行情信息、持仓信息及各类分析指标等数据。也支持宏观经济数据，包括世界经济数据、全球经济数据、中国经济数据、区域经济数据、行业经济数据、利率走势数据、商品数据和特色数据等。当需要查询上述金融相关数据查询时使用此 skill。
• ifind-repilot-news-search by hsliuping. Updated September 22, 2026. 通过问句语义化搜索全市场金融资讯（新闻、舆情、市场动态等），返回与问句相关的新闻片段信息。当需要检索金融新闻、市场资讯、行业动态、公司舆情等信息时，使用此 skill。
• implementing-alert-fatigue-reduction by mukul975. Updated June 1, 2026. Implements strategies to reduce SOC alert fatigue by tuning detection rules, consolidating duplicate alerts, implementing risk-based alerting, and measuring alert quality metrics to maintain analyst effectiveness and prevent critical alert dismissal. Use when SOC teams face overwhelming alert volumes, high false positive rates, or declining analyst performance.
• implementing-threat-modeling-with-mitre-attack by mukul975. Updated June 1, 2026. Implements threat modeling using the MITRE ATT&CK framework to map adversary TTPs against organizational assets, assess detection coverage gaps, and prioritize defensive investments. Use when SOC teams need to align detection engineering with threat landscape, conduct threat assessments for new environments, or justify security tool procurement.
• income-investment by xbtlin. Updated July 16, 2026. AI Berkshire skill: Income Investment: Durable and Opportunistic Distribution Analysis. Source: skills/income-investment.md.
• industry-chain-analyst by digoal. Updated May 18, 2026. 以资深投行分析师的视角，输入一个行业或产业名称，系统梳理该行业产业链各节点，列出各节点代表性上市公司，深度分析商业模式、上下游关系、核心竞争力、护城河、风险揭露、竞争格局等，用通俗易懂的语言面向普通投资人输出图文并茂的Markdown报告，保存到当前项目 markdown/ 目录。触发条件：用户提到"产业链分析"、"帮我分析XX行业"、"XX行业上下游"、"XX行业有哪些上市公司"、"XX行业怎么投"、"XX行业竞争格局"、"XX行业护城河"、"XX行业风险"、"梳理XX产业链"、"XX上下游企业"等。即使用户只说"帮我看看XX行业"或"XX行业值得投吗"，也应使用本skill。输出为Markdown文件，保存到markdown/目录，图文并茂，语言专业但通俗，适合普通投资人阅读。
• industry-chain-investment-analysis by digoal. Updated May 18, 2026. Analyze an industry or sector from a senior investment-banking perspective for ordinary investors by mapping the industry chain, identifying representative listed companies at each node, and writing a source-backed Markdown report. Use when the user provides an industry/sector/产业 name and asks for 产业链分析, 行业上市公司梳理, 投资银行视角分析, 商业模式/上下游/核心竞争力/护城河/竞争格局/风险揭露, or a visual Markdown investment reference saved under the current project's markdown directory.
• industry-funnel by xbtlin. Updated July 3, 2026. AI Berkshire skill: 行业漏斗筛选：从全市场到 3 家的价值投资精选流程. Source: skills/industry-funnel.md.
• industry-landscape-briefing by google. Updated April 2, 2026. Equips sellers with macro industry trends by analyzing trending data and specific analyst/competitor channels.
• industry-research by xbtlin. Updated July 3, 2026. AI Berkshire skill: 行业投资研究：产业链全景扫描 + 四大师个股分析框架. Source: skills/industry-research.md.
• initiating-coverage by AI4Finance-Foundation. Updated September 28, 2026. Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces sp...
• initiating-coverage by anthropics. Updated May 5, 2026. Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks.
• initiating-coverage by openai. Updated August 27, 2026. Use when building public-equity-investing initiating coverage reports. Do not use for trade pitches, memos, earnings notes, models, or tearsheets.
• intl-expansion by alirezarezvani. Updated May 2, 2026. International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.
• investment-checklist by xbtlin. Updated July 3, 2026. AI Berkshire skill: 巴菲特价值投资买入前 Checklist. Source: skills/investment-checklist.md.
• investment-research by xbtlin. Updated August 29, 2026. AI Berkshire skill: 投资研究：巴菲特-芒格-段永平-李录 四大师综合分析框架. Source: skills/investment-research.md.
• investment-team by xbtlin. Updated August 2, 2026. AI Berkshire skill: 投研团队：四角色并行分析框架. Source: skills/investment-team.md.
• investor-lenses by HKUDS. Updated August 29, 2026. Named investor reasoning frameworks packaged as reusable analytical lenses — 12 lenses (deep value, quality franchise, inversion, scuttlebutt growth, GARP, cycle positioning, debt cycle, forensic short, cost drag, right-business, weak-system contrarian, three questions) that stack on top of evidence already gathered, each with ordered priority signals, hard disqualifiers, and documented failure modes.
• investor-materials by affaan-m. Updated May 17, 2026. 投資家向けマテリアル、ピッチデック、財務プレゼンテーション、およびビジネス概要。
• investor-news-impact by digoal. Updated June 8, 2026. 面向投资者的近 3 天新闻抓取与影响分析技能。触发场景 - 用户要求「抓取最近新闻」「生成投研日报」「分析新闻对 XX 行业或公司的影响」「今天或最近有什么重要新闻」时启用。若用户提供行业名则只抓该行业, 否则并发抓取「中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算产业、AI 产业链」8 个默认主题, 按分类总结, 推演对行业和上市公司的影响, 图文并茂输出到当前项目 markdown 目录。
• investor-news-impact by digoal. Updated June 8, 2026. 面向投资者，抓取最近3天内指定行业或默认主题（中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算产业、AI产业链）的新闻，按分类汇总摘要，给出投资者全面总结，并推演对行业和上市公司的影响（逻辑清晰、有历史数据/事件支撑、图文并茂），输出 Markdown 文件到当前项目 markdown/ 目录。 触发条件：用户提到"新闻影响分析"、"投资者新闻"、"最近新闻对哪些股票有影响"、"抓取新闻做投资分析"、"新闻推演"、"帮我看看最近新闻对投资的影响"、"行业新闻影响"、"最近有什么值得关注的新闻"、"最近3天新闻"、"新闻对上市公司的影响"等。即使用户只说"帮我分析一下最近的新闻"或"最近有什么大事影响投资"，也应使用本 skill。若用户提供了具体行业名，以用户指定行业为准；否则默认抓取中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算、AI产业链相关新闻。
• investor-outreach by affaan-m. Updated May 17, 2026. 投資家へのアウトリーチ、関係構築、ファンドレイジング戦略、およびパイプラインマネジメント。
• investor-update-draft by kortix-ai. Updated July 31, 2026. Monthly investor-update runbook. Reads last month's update from {{updates_folder}} for the prior numbers and the format to match, pulls MRR and revenue from Stripe and active accounts, growth, burn, and runway from Postgres, compares every metric to last month and to plan, and drafts this month's update as a new document — read-only across every connected system.
• ito-baskets by affaan-m. Updated August 12, 2026. Read-only Itô basket and prediction-market data skill. Index the live basket catalog, compare a basket against user-supplied research or a watchlist, build a source-grounded market brief, or draft a non-executable planning worksheet. Use when a user asks to browse or index Itô baskets, compare a basket against notes or a thesis, research prediction-market events/venues/liquidity, or plan a basket or market idea without trading. Never advises, orders, trades, reserves, or executes.
• journal-entry-prep by anthropics. Updated March 13, 2026. Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.
• jp-compliance-reporter by NVIDIA. Updated May 12, 2026. Generate regulatory compliance reports for Japanese financial institutions
• k-dart by NomaDamas. Updated September 15, 2026. 금융감독원 전자공시시스템(DART) OpenAPI로 공시검색, 기업개황, 재무제표, 주요사항보고서를 조회한다. 사용자의 API_K_DART 환경변수를 직접 사용한다.
• kimi-datasource by MoonshotAI. Updated August 20, 2026. Universal data-source assistant for stocks (Wind, S&P, SEC EDGAR), macro (World Bank, IMF, FRED, NBS), Chinese government data and standards (GB/HB/DB/TT), corporate, academic, legal, WHO/FAO/OECD and other IGO data, financial news (Xinhua, Caixin). This plugin exposes tools via MCP server `plugin-kimi-datasource_data`; call them in the flow `mcp__plugin-kimi-datasource_data__get_data_source_desc` → `mcp__plugin-kimi-datasource_data__call_data_source_tool`.
• kpi-reporting by openai. Updated August 27, 2026. Prepare KPI readouts, scorecards, WBR/MBR/QBR updates, and executive summaries from quantitative business or product metrics; use when the task is to report status, compare against targets, explain validated drivers, and state operating implications.
• kpi-reporting by XiaomiMiMo. Updated July 18, 2026. Prepare KPI readouts, scorecards, WBR/MBR/QBR updates, and executive summaries from quantitative business or product metrics; use when the task is to report status, compare against targets, explain validated drivers, and state operating implications.
• lbo-analysis by AI4Finance-Foundation. Updated September 28, 2026. Leveraged buyout analysis with debt structuring and returns waterfall.
• learn by garrytan. Updated September 24, 2026. Manage project learnings.
• legal-risk-assessment by anthropics. Updated January 29, 2026. Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract risk, assessing deal exposure, classifying issues by severity, or determining whether a matter needs senior counsel or outside legal review.
• liquidation-heatmap by HKUDS. Updated April 9, 2026. Liquidation level analysis and heatmap interpretation — identify leveraged position concentration, liquidation cascades, stop-hunt zones, and use liquidation data as support/resistance signals.
• ljg-invest by lijigang. Updated July 2, 2026. 投资分析。给一个项目（公司名、BP、创始人对话记录），写一份深度投资分析报告。不走传统投资分析的路——核心判断只有一个：这个项目是不是一台「秩序创造机器」。Use when user says '投资报告', '投资分析', '分析这个项目', '写投资报告', 'investment report', 'invest analysis', or provides entrepreneur conversation records wanting investment evaluation. Also trigger when user pastes or references meeting notes, pitch decks, or founder interviews and asks for analysis.
• macro-analysis by HKUDS. Updated April 9, 2026. Macroeconomic cycle positioning and central-bank policy interpretation, including GDP/CPI/PMI/rates/FX analysis, with output in the form of major-asset allocation tilts.
• macro-rates-monitor by AI4Finance-Foundation. Updated September 28, 2026. Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.
• macro-rates-monitor by anthropics. Updated May 5, 2026. Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.
• management-deep-dive by HKUDS. Updated July 6, 2026. Deep management assessment — the 'buying a stock is buying a person' layer. For a company or a named executive, evaluate integrity (promise-vs-delivery tracking, crisis behavior, stakeholder treatment), ability (strategic foresight, execution, capital-allocation record) and governance (equity structure, compensation, related-party deals). Outputs a weighted score across integrity / ability / capital-allocation / governance plus Duan Yongping's 3-question verdict ('would you hand this person your money for 10 years'). Use when standard research leaves management quality uncertain, or when management IS the investment thesis.
• management-deep-dive by xbtlin. Updated July 3, 2026. AI Berkshire skill: 管理层纵深研究：买股票就是买人. Source: skills/management-deep-dive.md.
• managing-third-party-vendor-risk by mukul975. Updated August 2, 2026. Build and run a third-party/vendor risk management (TPRM) program aligned to NIST SP 800-161 C-SCRM: inventory and tier vendors, issue SIG/CAIQ questionnaires, review SOC 2/ISO 27001 evidence, set contractual right-to-audit clauses, monitor vendors continuously, and offboard securely. Use when assessing a new vendor, standing up a vendor-risk program, tiering a portfolio, reviewing a SOC 2/CAIQ, or writing security terms into a contract.
• market-intel by HKUDS. Updated May 21, 2026. Read AI-Trader financial event snapshots and market-intel endpoints. Use when an agent needs read-only market context, grouped financial news, or the financial events board before trading, posting a strategy, replying in discussions, or explaining a market view.
• market-microstructure by HKUDS. Updated August 5, 2026. Market microstructure: bid-ask spread analysis, order-flow toxicity metrics (VPIN / Kyle lambda), liquidity measures (Amihud / Roll), price-impact models, limit-order-book analysis, and China A-share call auction / block trade mechanics.
• market-opening-analyst by digoal. Updated May 29, 2026. 分析下一次开市可能引爆上涨或下跌的行业与标的，输出图文并茂的 Markdown 开市预判报告。触发条件：用户提到"开市分析"、"下次开市"、"明天开盘"、"下周开盘"、"开盘预判"、"市场开局"、"开盘会怎样"、"哪些板块会涨"、"哪些股会跌"、"下一个交易日"、"复盘预判"、"节后开市"、"利好利空分析"，或希望对下一个交易日进行前瞻性分析。即使用户只说"明天市场怎么样"或"帮我分析一下开盘情况"，也应使用本 skill。输出为图文并茂的 Markdown 文件，保存到当前项目 markdown/ 目录。
• market-research by affaan-m. Updated September 18, 2026. Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.
• market-research by affaan-m. Updated February 27, 2026. Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.
• market-research by affaan-m. Updated March 3, 2026. 进行市场研究、竞争分析、投资者尽职调查和行业情报，附带来源归属和决策导向的摘要。适用于用户需要市场规模、竞争对手比较、基金研究、技术扫描或为商业决策提供信息的研究时。
• market-research by affaan-m. Updated August 25, 2026. Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.
• market-research by alirezarezvani. Updated May 27, 2026. Use when doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey sample size with finite-population correction and per-segment minimums, or scoring candidate market segments against Kotler's measurable/substantial/accessible/differentiable/actionable criteria. Outputs always show the method and the assumptions. For market-research analysts and product-marketing at the sizing/survey/segmentation moment. Distinct from marketing-skill (campaign analytics, attribution, demand-gen) — this is the evidence-building methodology, not live-campaign optimization.
• market-research by TeamWiseFlow. Updated August 27, 2026. 开展市场研究、竞品分析、投资人尽调、行业情报，附带来源标注和决策导向的摘要。 当用户需要市场规模估算、竞品对比、基金研究、技术扫描或支撑商业决策的研究时触发。
• market-research-reports by davila7. Updated December 20, 2025. Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
• market-research-reports by K-Dense-AI. Updated September 2, 2026. Build 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.
• market-sizing by phuryn. Updated March 3, 2026. Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.
• market-sizing by XiaomiMiMo. Updated July 18, 2026. Estimate market, segment, or opportunity size with transparent assumptions and uncertainty. Use for TAM/SAM/SOM, sizing scenarios, or comparing the scale of possible opportunities.
• market-sizing-analysis by wshobson. Updated May 22, 2026. Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
• matter-briefing by anthropics. Updated May 11, 2026. Deep briefing on one matter — current posture, what's changed, next deadline, open questions, and a risk re-assessment check, ready before a GC update or outside counsel call. Use when the user says "brief me on [matter]", "where are we on [matter]", or needs a read on a specific matter.
• matter-close by anthropics. Updated May 11, 2026. Close a matter — capture outcome, final exposure, and lessons, then archive it out of the active portfolio without deleting the record. Use when the user wants to close a matter, says "[matter] is done", or needs to record a settlement, dismissal, judgment, withdrawal, or consolidation outcome.
• meeting-prep by openai. Updated August 27, 2026. Use when creating Public Equity Investing meeting prep briefs. Do not use for private diligence, IB, FP&A, legal, or scheduling-only tasks.
• memo-builder by openai. Updated August 27, 2026. Use when drafting or reviewing formal public-equity investment memos. Do not use for live trade construction or credit-first memos; use long-short-pitch or Credit Markets as appropriate.
• merger-model by AI4Finance-Foundation. Updated September 28, 2026. Build accretion/dilution analysis for M&A transactions. Models pro forma EPS impact, synergy sensitivities, and purchase price allocation. Use when evaluating a potential acquisition, preparing merger consequences analysis for a pitch, or advising on deal terms. Triggers on "merger model", "accre...
• merger-model by anthropics. Updated May 21, 2026. Build accretion/dilution analysis for M&A transactions. Models pro forma EPS impact, synergy sensitivities, and purchase price allocation. Use when evaluating a potential acquisition, preparing merger consequences analysis for a pitch, or advising on deal terms. Triggers on "merger model", "accretion dilution", "M&A model", "pro forma EPS", "merger consequences", or "deal impact analysis".
• mermaid-diagram-specialist by davila7. Updated January 25, 2026. Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations
• metrics-review by anthropics. Updated March 13, 2026. Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing performance against targets, or turning raw numbers into a scorecard with recommended actions.
• model-audit-tieout by openai. Updated August 27, 2026. Use when auditing existing Public Equity Investing models or spreadsheets. Do not use to build a new model from scratch.
• model-update by AI4Finance-Foundation. Updated September 28, 2026. Update financial models with new data — quarterly earnings, management guidance, macro changes, or revised assumptions. Adjusts estimates, recalculates valuation, and flags material changes. Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on "update model", "pl...
• model-update by anthropics. Updated May 21, 2026. Update financial models with new data — quarterly earnings, management guidance, macro changes, or revised assumptions. Adjusts estimates, recalculates valuation, and flags material changes. Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on "update model", "plug earnings", "refresh estimates", "update numbers for [company]", "new guidance", or "revise estimates".
• morning-note by AI4Finance-Foundation. Updated September 28, 2026. Draft concise morning meeting notes summarizing overnight developments, trade ideas, and key events for coverage stocks. Designed for the 7am morning meeting format — tight, opinionated, actionable. Triggers on "morning note", "morning meeting", "what happened overnight", "trade idea", "morning c...
• morning-note by anthropics. Updated May 21, 2026. Draft concise morning meeting notes summarizing overnight developments, trade ideas, and key events for coverage stocks. Designed for the 7am morning meeting format — tight, opinionated, actionable. Triggers on "morning note", "morning meeting", "what happened overnight", "trade idea", "morning call prep", or "daily note".
• multi-asset-morning-briefing by NomaDamas. Updated September 17, 2026. 글로벌 주식·금리·외환·원자재·변동성과 한국시장 전달 경로를 연결해 근거 링크가 있는 7개 섹션의 멀티에셋 모닝 브리핑을 작성한다. Use when the user asks 모닝 브리핑, Morning Call, 오버나이트 시황, 데일리 마켓 브리핑 또는 기존 브리핑 검수. Not for 실시간 호가, 국내 개별 종목 단독 조회(korean-stock-search), 투자 권유·매매 판단.
• multi-expert-analyzer by digoal. Updated July 6, 2026. 针对通用问题进行多领域专家联合分析, 综合稿产生前必经 fact-checker 与 red-team 两道独立校验。适用场景: 用户提出跨领域或不确定领域的复杂问题, 需要从多个专家角度分别搜证并相互校验后综合成文, 例如该不该买房、该不该跳槽、是否进入某个赛道等。触发关键词: 多角度分析、专家分析、综合分析、多视角、跨领域分析、从不同角度看、深度分析。问题只属于单一明确领域时, 优先使用该领域的专门 skill, 例如纯财务用 finance-core-analysis、纯技术用 software-architect。输出 (全部 markdown 保存到当前项目 markdown/ 目录): (1) 每位专家的中间分析稿; (2) 事实核查报告 (跨专家矛盾 / 未经证实的主张 / 重叠区); (3) 红队反驳报告 (逐条反驳承重墙级主张, 给出 SURVIVES / WEAKENS / REFUTED 裁定); (4) 第一人称、通俗易懂的最终综合长文, 同时报告哪些主张通过验证、多少被弱化、多少被剔除。
• multi-factor by HKUDS. Updated September 8, 2026. Multi-factor cross-sectional stock ranking. Combines factor standardization, equal-weight or IC-weighted scoring, and TopN portfolio construction. Suitable for multi-instrument portfolio strategies.
• mx-moni by datawhalechina. Updated May 17, 2026. 妙想提供的股票模拟组合管理系统，支持持仓查询、买卖操作、撤单、委托查询、历史成交查询和资金查询等功能。通过安全认证的API接口实现真实交易体验。
• mx-xuangu by datawhalechina. Updated May 17, 2026. 本 Skill 支持基于股票选股条件，如行情指标、财务指标等，筛选满足条件的股票；可查询指定行业 / 板块内的股票、上市公司，以及板块指数的成分股；同时支持股票、上市公司、板块 / 指数推荐等相关任务，采用此skill可避免大模型在选股时使用了过时信息。
• mx-zixuan by datawhalechina. Updated May 17, 2026. 妙想自选管理skill，基于东方财富通行证账户数据及行情底层数据构建，支持通过自然语言查询、添加、删除自选股。
• nav-tieout by anthropics. Updated May 5, 2026. Tie an LP statement to the fund's NAV pack — recompute the LP's capital account from the NAV components and flag any line that doesn't agree. Use before LP statements are distributed.
• naval-almanack by kangarooking. Updated August 30, 2026. 当用户询问《纳瓦尔宝典》(The Almanack of Naval Ravikant) 相关内容，或在以下领域寻求建议时调用: 财富构建(怎么赚钱/股权期权/杠杆/副业与职业定位/时薪与外包决策)、判断与决策(重大选择纠结/心智模型/打工vs创业)、 幸福与心智(欲望与焦虑/接受与内耗/冥想/刷手机上瘾/愤怒与期望/攀比妒忌)、人生哲学(生命意义/该不该信玄学/诚实沟通/选朋友圈子/怎么读书学习)。 不适用于: 具体投资标的与选股、临床心理治疗、急性危机(先求助专业人士)。 Triggers: 纳瓦尔/Naval/纳瓦尔宝典/致富/财富/幸福/判断力/冥想/读书/人生意义
• naval-almanack by kangarooking. Updated August 30, 2026. 当用户询问《纳瓦尔宝典》(The Almanack of Naval Ravikant) 相关内容，或在以下领域寻求建议时调用: 财富构建(怎么赚钱/股权期权/杠杆/副业与职业定位/时薪与外包决策)、判断与决策(重大选择纠结/心智模型/打工vs创业)、 幸福与心智(欲望与焦虑/接受与内耗/冥想/刷手机上瘾/愤怒与期望/攀比妒忌)、人生哲学(生命意义/该不该信玄学/诚实沟通/选朋友圈子/怎么读书学习)。 不适用于: 具体投资标的与选股、临床心理治疗、急性危机(先求助专业人士)。 Triggers: 纳瓦尔/Naval/纳瓦尔宝典/致富/财富/幸福/判断力/冥想/读书/人生意义
• north-star-metric by phuryn. Updated March 3, 2026. Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing a North Star Metric, setting up a metrics framework, learning about the North Star Framework, or deciding what to measure.
• offer-comparison-analyzer by davila7. Updated May 16, 2026. Compare multiple job offers side-by-side with total compensation analysis. Use when the user has multiple offers and wants to compare salary, equity, benefits, or total comp.
• officecli-financial-model by iOfficeAI. Updated June 27, 2026. Use this skill when the user wants to build a financial model — 3-statement model, DCF valuation, LBO, SaaS unit economics, sensitivity / scenario analysis, debt schedule, or fundraising projections — in Excel. Trigger on: 'financial model', '3-statement model', 'P&L + BS + CF', 'DCF', 'WACC', 'NPV', 'terminal value', 'LBO', 'debt schedule', 'cash sweep', 'MOIC', 'IRR / XIRR', 'sensitivity table', 'scenario analysis', 'ARR model', 'unit economics', 'CAC / LTV', 'cap table forecast'. Output is a single formula-driven .xlsx. This skill is a scene layer on top of officecli-xlsx — it inherits every xlsx v2 rule (4-color code, visual floor, number formats, cache-drift, Known Issues, Delivery Gate minimum cycle). DO NOT invoke for a simple budget tracker, CSV dump, or operational KPI sheet — route those to officecli-xlsx base.
• onchain-analysis by HKUDS. Updated April 9, 2026. On-chain data analysis — active addresses / whale tracking / TVL / DEX liquidity, interpretation and signal generation using on-chain valuation metrics such as MVRV / NVT / SOPR.
• option-vol-analysis by AI4Finance-Foundation. Updated September 28, 2026. Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility. Use when pricing options, analyzing volatility surfaces, computing Greeks, assessing vol premiums, or evaluating vol trading strategies.
• option-vol-analysis by anthropics. Updated May 5, 2026. Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility. Use when pricing options, analyzing volatility surfaces, computing Greeks, assessing vol premiums, or evaluating vol trading strategies.
• options-advanced by HKUDS. Updated April 9, 2026. Advanced options strategies: volatility-surface modeling (SABR / Local Vol), dynamic Greeks rebalancing, calendar spreads, volatility arbitrage and skew trading, and option market-making basics.
• options-payoff by HKUDS. Updated August 5, 2026. Option P&L analysis methodology: payoff diagrams, breakeven calculation, multi-leg strategy visualization, and Greeks-based scenario analysis.
• options-strategy by HKUDS. Updated September 1, 2026. Options strategy framework supporting Black-Scholes pricing, Greeks analysis, and multi-leg backtesting. Suitable for cryptocurrency and equity options.
• osint-investigation by NousResearch. Updated August 12, 2026. Follow the money via public records and sanctions data.
• pair-trading by HKUDS. Updated April 9, 2026. Pair trading strategy. Trades mean reversion using the spread/ratio Z-score of two correlated instruments. Requires at least two instruments.
• panel-review by trailofbits. Updated August 24, 2026. Reviews a code target by launching a panel of specialist auditor agents and merging their reports. Use when asked to run a panel review.
• performance-attribution by HKUDS. Updated August 5, 2026. Performance attribution analysis — Brinson sector/stock-selection attribution, factor alpha/beta decomposition, market-timing evaluation, and benchmark comparison framework.
• performance-investigation by sveltejs. Updated April 2, 2026. Investigate performance regressions and find opportunities for optimization
• performance-profiling by davila7. Updated January 25, 2026. Performance profiling principles. Measurement, analysis, and optimization techniques.
• performance-profiling by vudovn. Updated July 18, 2026. Performance profiling principles. Measurement, analysis, and optimization techniques.
• performance-reporter by holaboss-ai. Updated July 26, 2026. Generate comprehensive performance reports with insights and actionable recommendations.
• performance-review by anthropics. Updated March 13, 2026. Structure a performance review with self-assessment, manager template, and calibration prep. Use when review season kicks off and you need a self-assessment template, writing a manager review for a direct report, prepping rating distributions and promotion cases for calibration, or turning vague feedback into specific behavioral examples.
• performing-asset-criticality-scoring-for-vulns by mukul975. Updated August 2, 2026. Build a multi-factor asset criticality scoring model—incorporating data sensitivity, business function dependency, regulatory scope, network exposure, and recoverability—to produce a 1-5 criticality tier that weights vulnerability prioritization and remediation SLAs. Use when prioritizing vulnerability remediation by business impact or aligning CMDB asset data with risk-based patching timelines.
• performing-privileged-account-discovery by mukul975. Updated August 2, 2026. Discovers and inventories privileged accounts across enterprise infrastructure, including domain admins, local admins, service accounts, database admins, cloud IAM roles, and application admin accounts, using automated scanning and risk classification. Use when building a privileged account inventory, onboarding accounts to a PAM solution, or scoping which accounts need privileged-access controls.
• performing-threat-landscape-assessment-for-sector by mukul975. Updated August 2, 2026. Conducts a sector-specific threat landscape assessment (financial, healthcare, energy, government, etc.) by profiling targeting threat actors, mapping attack vectors and MITRE ATT&CK TTPs with the attackcti/pandas Python stack, and analyzing exploited CVEs and incident trends from ISAC and vendor reports. Use when producing CTI for risk management or board-level reporting on an industry's threat exposure.
• perp-funding-basis by HKUDS. Updated July 19, 2026. Perpetual futures funding rate analysis and cash-carry basis trading — funding rate regimes, annualized basis signals, carry trade construction, and funding rate arbitrage between exchanges.
• pestle-analysis by phuryn. Updated March 3, 2026. Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use when assessing the macro environment, doing strategic planning, or evaluating external factors affecting your business.
• pine-script by HKUDS. Updated September 8, 2026. Export backtest strategies to indicator/strategy code for major trading platforms — TradingView, 通达信, 同花顺, 东方财富, MT5.
• plan-review-criteria by penpot. Updated September 8, 2026. Plan review criteria — the six review axes, severity rubric, approval standard, and output format for reviewing implementation plans. Loaded by the reviewer subagent of the review-plan flow. Not a user-facing flow — to review a plan, use the review-plan flow.
• policy by semantica-agi. Updated September 10, 2026. Define and enforce decision policies, compliance rules, and exceptions over Semantica graphs. Uses ContextGraph.check_decision_rules/enforce_decision_policy and context.PolicyEngine.
• polymarket by 2025Emma. Updated December 16, 2025. Comprehensive Polymarket skill covering prediction markets, API, trading, market data, and real-time WebSocket data streaming. Build applications with Polymarket services, monitor live trades, and integrate market predictions.
• porters-five-forces by phuryn. Updated March 3, 2026. Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants. Use when analyzing industry dynamics, assessing competitive forces, or evaluating market attractiveness.
• portfolio-ai-readiness by AI4Finance-Foundation. Updated September 28, 2026. Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfol...
• portfolio-monitoring by AI4Finance-Foundation. Updated September 28, 2026. Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant co...
• portfolio-monitoring by anthropics. Updated May 21, 2026. Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".
• portfolio-rebalance by AI4Finance-Foundation. Updated September 28, 2026. Analyze portfolio allocation drift and generate rebalancing trade recommendations across accounts. Considers tax implications, transaction costs, and wash sale rules. Triggers on "rebalance", "portfolio drift", "allocation check", "rebalancing trades", or "my portfolio is out of balance".
• portfolio-review by xbtlin. Updated July 3, 2026. AI Berkshire skill: 组合管理：从"研究公司"到"管理组合". Source: skills/portfolio-review.md.
• portfolio-risk-management by openai. Updated August 27, 2026. Use when sizing Public Equity Investing positions, finding equity hedges, or building an integrated position-and-hedge risk plan from a listed-equity thesis. Do not use for thesis construction, standalone event underwriting, trade execution, personal investment advice, or credit-instrument risk.
• portfolio-status by anthropics. Updated May 11, 2026. Roll up the portfolio from _log.yaml — risk distribution, upcoming deadlines, stale matters, materiality totals, stage distribution, and flagged anomalies. Use when the user asks "where do we stand", "how many open matters", or wants a portfolio rollup or status across all active matters.
• power-bi-dax-optimization by github. Updated February 24, 2026. Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
• prediction-market-oracle-research by affaan-m. Updated August 12, 2026. Research prediction markets as data sources or oracle signals for products, agents, dashboards, and corporate decision intelligence. Use for source-grounded analysis of market-implied probabilities, caveats, and integration patterns without investment advice. Use when evaluating prediction markets as a data source or oracle signal for a product, agent, or dashboard.
• prediction-market-risk-review by affaan-m. Updated June 11, 2026. Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before any workflow handles venue auth, user portfolio data, API keys, or trade planning.
• pricing-strategist by alirezarezvani. Updated June 11, 2026. Use when designing or revisiting product pricing — selecting a pricing model (subscription seat-based, usage-based, value-based, freemium, or hybrid), running Van Westendorp Price Sensitivity Meter analysis on WTP survey data, or designing Good/Better/Best packaging tiers. Recommends a model and a price range with trade-offs, never a single number. For Commercial leads, Product Marketing, and CMOs at the pricing-design moment — not deal-by-deal discounting, not brand positioning.
• pricing-strategy by phuryn. Updated March 3, 2026. Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity. Use when setting prices, evaluating pricing models, preparing for a pricing change, or comparing freemium vs paid approaches.
• prioritization-frameworks by phuryn. Updated March 3, 2026. Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
• private-company-research by xbtlin. Updated July 3, 2026. AI Berkshire skill: 未上市公司研究：多Agent并行深度研究框架. Source: skills/private-company-research.md.
• procurement-optimizer by alirezarezvani. Updated June 11, 2026. Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per Goldratt's Theory of Constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. Triggers on "spend audit", "SaaS audit", "spend categorization", "supplier rationalization", "supplier consolidation", "category strategy", "duplicate SaaS", "renewal cluster".
• product-business-analysis by XiaomiMiMo. Updated July 18, 2026. Analyze product or business data to support a decision or recommendation. Use when a decision depends on metric-backed evidence, such as choosing a direction, prioritizing an opportunity, evaluating a change, segmenting users, sizing tradeoffs, or deciding what to do next.
• propagate-design-change by Donchitos. Updated September 29, 2026. A GDD changed — scan ADRs and the traceability index for now-stale architectural decisions. Impact report, guides resolution.
• qms-audit-expert by davila7. Updated December 20, 2025. Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.
• qveris by HKUDS. Updated September 22, 2026. Paid capability marketplace for global multi-asset data; use it when free Vibe-Trading sources lack coverage, depth, or provider quality, and keep free sources as the default for routine OHLCV.
• refine-plan by coder. Updated September 26, 2026. Iteratively refine development plans using TDD methodology. Ensures plans are clear, actionable, and include red-green-refactor cycles with proper test coverage.
• regulatory-affairs-head by davila7. Updated December 20, 2025. Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.
• regulatory-knowledge by HKUDS. Updated April 9, 2026. 金融监管知识库：A股涨跌停/ST退市新规/融券、港股T+0/做空机制、美股PDT/熔断、加密监管政策、跨境税务基础
• relative-valuation by google-research. Updated July 22, 2026. Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
• renewal-radar by anthropics. Updated September 15, 2026. Upcoming renewals with timing, risk, and uplift potential - and the renewal opportunity records to keep them honest. Use when the user asks "what renewals are coming up", "renewal radar", "is [account] going to renew", "prep the [account] renewal", or "which renewals are at risk".
• report-generate by HKUDS. Updated April 9, 2026. Professional financial research report generation — standard structure (summary / views / main body / risks / recommendation), Markdown formatting standards, rating system, and terminology guide.
• research-discipline by HKUDS. Updated July 6, 2026. A short self-bias checklist to run at the START of any investment research task (stock screen / sector study / company deep-dive). Four biases that systematically warp AI research — leader-bias (only big caps), English-bias (miss JP/KR/TW players), narrative-bias (chase concept labels), confirmation-bias (only bullish evidence) — plus recency-bias. Load this first, then research with the corrections in mind. Not a workflow, just a 60-second attitude reset that materially improves coverage and honesty.
• research-finance by alirezarezvani. Updated May 27, 2026. Use when managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing R&D cost items to a capitalize-vs-expense determination. Every budget output surfaces its assumptions block; capitalize-vs-expense is decision-support only and routes to a named finance owner — it never books an entry or decides accounting treatment. Distinct from finance/financial-analysis (corporate DCF, close, valuation) and research/grants (funding discovery — this manages money already won).
• research-goal by HKUDS. Updated May 25, 2026. Goal-driven finance research workflow: attach a research-only objective, track criteria, and add evidence while avoiding live trading execution.
• retail-trading-manual-writer by digoal. Updated May 29, 2026. Write and save Chinese beginner-friendly paid manual subsections for "全品种操盘手册", a retail-investor education/subscription product covering the full 17-chapter + appendix outline from digoal's 2026-05-28 article. Use when the user provides a subsection title or asks to continue/complete the manual for 投资小白/散户, especially with triggers like 每次写一小节, 全品种操盘手册, 操盘手册, 知识付费, SVG图解, 第一性原理, markdown目录, 进度跟踪, or 散户金融工具.
• returns-analysis by AI4Finance-Foundation. Updated September 28, 2026. Build quick IRR/MOIC sensitivity tables for PE deal evaluation. Models returns across entry multiple, leverage, exit multiple, growth, and hold period scenarios. Use when sizing up a deal, stress-testing assumptions, or preparing IC returns exhibits. Triggers on "returns analysis", "IRR sensitivi...
• returns-analysis by anthropics. Updated May 21, 2026. Build quick IRR/MOIC sensitivity tables for PE deal evaluation. Models returns across entry multiple, leverage, exit multiple, growth, and hold period scenarios. Use when sizing up a deal, stress-testing assumptions, or preparing IC returns exhibits. Triggers on "returns analysis", "IRR sensitivity", "MOIC table", "what's the return at", "model the returns", or "back of the envelope".
• reverse-engineering-ransomware-encryption-routine by mukul975. Updated June 20, 2026. Reverse engineer ransomware encryption routines to identify cryptographic algorithms, key generation flaws, and potential decryption opportunities using static and dynamic analysis.
• review-all-gdds by Donchitos. Updated September 29, 2026. Holistic cross-GDD review — contradictions between systems, dominant strategies, economic imbalance, cognitive overload, pillar drift.
• review-forecast by XiaomiMiMo. Updated July 18, 2026. Use when the user wants forecast posture, forecast accuracy, commit, upside, forecast-call preparation, or a pipeline or deal-risk review for a seller book, team, period, report, or named deal set. Produce a manager-ready forecast rollup, risk posture, recommendation changes, evidence gaps, and follow-up actions.
• review-pr by microsoft. Updated September 24, 2026. Review a PR for correctness, pattern compliance, testing, accessibility, and safety. Produces a confidence score for merge readiness.
• review-pr by tirth8205. Updated September 13, 2026. Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
• review-resume by phuryn. Updated March 3, 2026. Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure. Use when reviewing a PM resume, preparing for job applications, or improving resume impact.
• risk-analysis by HKUDS. Updated August 23, 2026. Risk measurement and stress testing — VaR/CVaR/max drawdown calculation, Monte Carlo simulation, extreme-value tail-risk analysis, and historical scenario stress testing.
• risk-assessment by anthropics. Updated February 24, 2026. Identify, assess, and mitigate operational risks. Trigger with "what are the risks", "risk assessment", "risk register", "what could go wrong", or when the user is evaluating risks associated with a project, vendor, process, or decision.
• risk-management-specialist by alirezarezvani. Updated June 10, 2026. Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.
• risk-management-specialist by davila7. Updated December 20, 2025. Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.
• risk-metrics-calculation by wshobson. Updated May 22, 2026. Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
• risk-scoring by microsoft. Updated July 9, 2026. Score how concentrated and risky a portfolio is on a 0-100 scale from its position weights. Use when the user asks how risky their portfolio is, whether it is too concentrated, or for a diversification check.
• risk-scoring by microsoft. Updated August 20, 2026. Score how concentrated and risky a portfolio is on a 0-100 scale from its position weights. Use when the user asks how risky their portfolio is, whether it is too concentrated, or for a diversification check.
• risk-scoring by microsoft. Updated August 20, 2026. Score how concentrated and risky a portfolio is on a 0-100 scale from its position weights. Use when the user asks how risky their portfolio is, whether it is too concentrated, or for a diversification check.
• root-cause-pareto by davila7. Updated July 15, 2026. Build a decision-grade Pareto for downtime, defects, complaints or delays - with unit-of-measure discipline, category hygiene, exposure normalization and a follow-up metric. Use when the user mentions pareto analysis, kök neden, duruş analizi, downtime, arıza analizi, defect ranking, şikayet analizi, 80/20 analysis. Differentiator - treats the Pareto as the start of a causal investigation, not a bar chart deliverable.
• saas-metrics-coach by alirezarezvani. Updated May 2, 2026. SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how their SaaS business is doing.
• safety-stock-review by davila7. Updated July 15, 2026. Size or audit safety stock with assumption checks - the z*sigma*sqrt(LT) formula plus an empirical stress test of what it actually delivers (cycle service vs fill rate) per variability class. Use when the user mentions safety stock, emniyet stoku, emniyet stoğu, reorder point, service level, stok seviyesi belirleme. Differentiator - refuses to hand back a number without validating the demand-distribution assumptions behind it.
• salary-negotiation-prep by davila7. Updated May 16, 2026. Research market rates, build negotiation strategy, and create counter-offer scripts. Use when the user mentions salary negotiation, counter offer, compensation discussion, or pay raise conversation.
• seasonal by HKUDS. Updated April 9, 2026. Seasonal/calendar-effect strategy. Generates trading signals from time-based patterns such as month-of-year effects and day-of-week effects. Suitable for any OHLCV data.
• sector-rotation by HKUDS. Updated April 9, 2026. 行业轮动分析——申万行业景气度评分、行业动量排名、产业链传导、估值/盈利/资金流多维比较框架
• securitymarketdata by danielmiessler. Updated August 14, 2026. Query curated cybersecurity market and company intelligence. USE WHEN security market data OR cybersecurity funding OR cyber M&A OR security-company/investor research OR market maps OR deal activity OR Return on Security OR The Signal. NOT FOR vulnerability research, security news, or investment advice.
• semantica by semantica-agi. Updated April 14, 2026. Semantica full-stack knowledge graph skill for context graphs, decision intelligence, explainability, extraction, reasoning, visualization, ontology, provenance, policy, and export workflows.
• senior-pm by alirezarezvani. Updated May 2, 2026. Senior Project Manager for enterprise software, SaaS, and digital transformation projects. Specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. Uses advanced methodologies including EMV analysis, Monte Carlo simulation, WSJF prioritization, and multi-dimensional health scoring. Use when a user needs help with project plans, project status reports, risk assessments, resource allocation, project roadmaps, milestone tracking, team capacity planning, portfolio health reviews, program management, or executive-level project reporting — especially for enterprise-scale initiatives with multiple workstreams, complex dependencies, or multi-million dollar budgets.
• sentiment-analysis by HKUDS. Updated April 9, 2026. 市场情绪分析——恐贪指数/Put-Call Ratio/融资融券/北向资金信号解读、社交媒体舆情量化框架
• shadow-account by HKUDS. Updated April 18, 2026. Shadow Account — 从用户交割单提炼盈利模式（3-5 条人话规则）→ 跨 A股/港股/美股/crypto 多市场回测 → 差值归因 → 8-section PDF 报告。叙事：你的影子，没有情绪噪音。
• signals-scout-customer-analytics-billing-and-usage by PostHog. Updated September 4, 2026. Signals scout for per-account product-mix shifts. Watches each staked account's usage and forecasted MRR per product for one product dropping or spiking against its own baseline while the account total holds.
• slo-implementation by wshobson. Updated September 29, 2026. Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
• smc by HKUDS. Updated August 19, 2026. Smart Money Concepts (ICT) signal engine. Uses the smartmoneyconcepts library to implement institutional-trading-school analysis of BOS, ChoCH, FVG, and order blocks (OB).
• social-media-analyzer by alirezarezvani. Updated June 11, 2026. Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use when analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards. Also use when the user mentions "social media audit," "engagement rate," or "which platform performs best."
• social-media-intelligence by HKUDS. Updated September 8, 2026. Social media intelligence: financial signal extraction from Twitter/X, Telegram, Discord, and Reddit for sentiment-driven trading strategies.
• social-media-manager by alirezarezvani. Updated June 11, 2026. When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer.
• split-mr by gitlabhq. Updated June 29, 2026. Analyze the changes on the current branch — both uncommitted work and commits already made (e.g. a PoC or existing MR) — and reason about whether they should be split into smaller, more focused MRs. Identifies natural boundaries (backend/frontend, model/spec, feature/refactor) and proposes a split plan or confirms the changes are cohesive enough to keep as one.
• stablecoin-flow by HKUDS. Updated April 9, 2026. Stablecoin supply and flow analysis — USDT/USDC mint-burn signals, exchange stablecoin reserves, on-chain stablecoin velocity, and capital rotation indicators for crypto market timing.
• startup-financial-modeling by wshobson. Updated May 22, 2026. Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or Series A raise.
• state-trend-advisor by digoal. Updated June 11, 2026. 国家趋势与顺势而为分析助手。围绕国家最新五年规划、重大政策文件与近期重大新闻，做"势—道—术"三层推演，面向投资、创业方向、商业思路、产品思路、就业择业、学习规划六大场景输出图文并茂的分析报告。Use this skill when the user asks to "分析国家政策"、"顺着国家走"、"势头上赚钱"、"五年规划解读"、"国家趋势分析"、"顺势而为"、"国势分析"、"国家导向分析"、"国家战略解读"、"政策红利分析"、"产业政策机会"、或任何希望结合国家政策与趋势做投资/创业/职业/学习决策的场景。默认聚焦中国（可配置为其他国家），输入用户特点（擅长的领域、特长、爱好等），未输入则按普通人处理，输出 markdown 报告到当前项目的 markdown 目录，图文并茂。
• statistical-and-uncertainty-visualization by openai. Updated May 26, 2026. Design statistically honest and uncertainty-aware visualizations. Use when the user needs help showing distributions, intervals, confidence, missingness, sampling effects, or analytical rigor in charts and dashboards.
• statistical-theory-analysis by aiming-lab. Updated May 20, 2026. Analyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.
• statsmodels by davila7. Updated December 20, 2025. Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
• stock-analysis by alirezarezvani. Updated August 21, 2026. Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — Indian (NSE/BSE) or US/global. Use when the user asks to analyse, research, evaluate, or value a stock, ticker, or listed company; asks whether a business is fundamentally strong, cheap, or expensive; compares companies or benchmarks one against its sector; or mentions OPM, ROCE, ROE, ROIC, P/E, EV/EBITDA, free cash flow, NIM, GNPA, CASA, promoter holding or pledging. Use it for accounting-quality and forensic questions — "is the profit real", "why is profit rising but cash isn't", auditor qualifications, related-party concerns — which route to the forensic-only mode, and for IPOs and not-yet-listed companies — "should I apply to this IPO", DRHP/RHP or S-1 questions, price band, grey market premium — which route to the IPO mode. Use it even when the request sounds casual ("is Infosys any good?"). Do not use it for personalised investment advice, portfolio allocation, or trading signals.
• stock-analysis by anbeime. Updated August 26, 2026. 财务和投资分析师在进行个股研究时，当需要深度研判买卖点与趋势，使用本技能可实时获取行情，计算MACD/RSI等技术指标，精准识别缺口与支撑压力位，智能预测未来3天走势并输出专业操作建议，大幅提升投研决策效率。
• stock-analyzer by ZhuLinsen. Updated September 27, 2026. 分析股票和市场。当用户想要分析单个或多个股票，或进行市场复盘时调用。
• stock-cyq-analyzer by hsliuping. Updated September 22, 2026. 筹码分布分析工具（CYQ - Chip Distribution）。 基于量价数据计算获利盘比例、主力成本区、筹码集中度等专业指标。 使用三角分布模型，支持A股所有股票。 Use when: 用户提到"筹码分布"、"筹码分析"、"CYQ"、"获利盘"、"主力成本"、"筹码集中度"、"90%成本"。 NOT for: 推荐买卖时机、预测股价走势、给出投资建议。
• strategy-dev-manager by HKUDS. Updated September 8, 2026. Strategy Development Manager: convert academic papers and research reports into validated factors and strategies with automated backtesting, persistent storage, and decay monitoring.
• strategy-generate by HKUDS. Updated September 22, 2026. Create, modify, and optimize quantitative trading strategies, then backtest and evaluate them.
• swap-curve-strategy by AI4Finance-Foundation. Updated September 28, 2026. Analyze the interest rate swap curve by pricing swaps at multiple tenors, overlaying government and inflation curves, and identifying curve trade opportunities. Use when analyzing swap curves, computing swap spreads, decomposing real rates, identifying steepener/flattener/butterfly trades, or com...
• swap-curve-strategy by anthropics. Updated May 5, 2026. Analyze the interest rate swap curve by pricing swaps at multiple tenors, overlaying government and inflation curves, and identifying curve trade opportunities. Use when analyzing swap curves, computing swap spreads, decomposing real rates, identifying steepener/flattener/butterfly trades, or comparing swap rates across currencies.
• swot-analysis by phuryn. Updated March 3, 2026. Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position.
• tax-loss-harvesting by AI4Finance-Foundation. Updated September 28, 2026. Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash sale windows. Triggers on "tax-loss harvesting", "TLH", "harvest losses", "tax losses", "unrealized losses", or "year-end tax planning".
• tech-stack-evaluator by alirezarezvani. Updated May 2, 2026. Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.
• telos by danielmiessler. Updated August 14, 2026. Dual-context skill: Personal TELOS reads and updates goals, beliefs, narratives, strategies, and more with timestamped backups; Project TELOS analyzes .md/.csv directories for dependency chains, bottlenecks, and alignment, generating reports, narrative points, or dashboards. USE WHEN Telos, life goals, projects, dependencies, update TELOS, narrative points, McKinsey report, dashboard, what am I wrong about, life frames, mental models. NOT FOR conversational constitutional review (use Interview).
• thesis-tracker by AI4Finance-Foundation. Updated September 28, 2026. Maintain and update investment theses for portfolio positions and watchlist names. Track key data points, catalysts, and thesis milestones over time. Use when updating a thesis with new information, reviewing position rationale, or checking if a thesis is still intact. Triggers on "update thesis ...
• thesis-tracker by anthropics. Updated May 21, 2026. Maintain and update investment theses for portfolio positions and watchlist names. Track key data points, catalysts, and thesis milestones over time. Use when updating a thesis with new information, reviewing position rationale, or checking if a thesis is still intact. Triggers on "update thesis for [company]", "is my thesis still intact", "thesis check", "add data point to [company]", or "review my positions".
• thesis-tracker by HKUDS. Updated July 6, 2026. Buy-side discipline system. For each holding, maintain a written investment thesis — core thesis in 5 sentences, falsifiable assumptions, red lines, valuation anchors — and re-check it each quarter against new earnings/events. Scores thesis health 1-10 from assumption breakage and red-line triggers, and recommends hold / add / trim / exit. Use it right after buying a stock (to write the thesis) and every earnings season (to check it). Bridges the research→buy→monitor gap that most investors skip.
• thesis-tracker by xbtlin. Updated July 3, 2026. AI Berkshire skill: 投资论文追踪：买入后的纪律系统. Source: skills/thesis-tracker.md.
• threat-mitigation-mapping by wshobson. Updated May 22, 2026. Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
• threat-modeling-expert by davila7. Updated April 4, 2026. Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems.
• threatmodel by danielmiessler. Updated August 1, 2026. Defensive threat modeling and risk management for your own estate — map where sensitive data lives across your asset graph, run compromise scenarios (what a hacked asset exposes, its blast radius, how you'd respond), and maintain a persistent risk register with likelihood×impact scoring, owners, mitigations, and review cadence via a deterministic CLI. All real data stays in your private USER tree; this skill is code only. USE WHEN threat model, threat modeling, risk register, risk assessment, what if X got hacked, compromise scenario, blast radius, sensitive data map, where is our sensitive data, data classification, risk review, add a risk, accept a risk, security risk posture. NOT FOR active pentesting or exploitation (use an offensive-security skill), world-scale futures stress-testing of ideas (use WorldThreatModel), or executing incident response (use your incident-response runbooks — this skill plans them).
• ticker-snapshot by google-research. Updated July 22, 2026. Quick structured overview of a single public equity — identity, sector, market cap, valuation ratios, current price, recent trend.
• token-unlock-treasury by HKUDS. Updated April 9, 2026. Token unlock schedule analysis and project treasury tracking — vesting cliffs, linear unlocks, team/investor/ecosystem token releases, treasury diversification, and sell pressure forecasting.
• trace-trade-flows by koala73. Updated September 5, 2026. Retrieve strategic UN Comtrade commodity flows with anomaly flags. Use when the user asks who trades a critical commodity, which flows changed sharply, or how trade exposure is shifting.
• trace-trade-flows by koala73. Updated September 5, 2026. Retrieve strategic UN Comtrade commodity flows with anomaly flags. Use when the user asks who trades a critical commodity, which flows changed sharply, or how trade exposure is shifting.
• track-tariff-trends by koala73. Updated August 9, 2026. Retrieve MFN applied tariff-rate timeseries for a reporting country — applied vs bound rates by year, plus the optional US effective tariff rate. Use when the user asks how a country's MFN tariffs have changed over time.
• track-tariff-trends by koala73. Updated September 5, 2026. Retrieve MFN applied tariff-rate timeseries for a reporting country — applied vs bound rates by year, plus the optional US effective tariff rate. Use when the user asks how a country's MFN tariffs have changed over time.
• trade-journal by HKUDS. Updated April 17, 2026. Analyze a user's trade journal (CSV/Excel broker export). Parses 同花顺/东方财富/富途/generic formats, produces a trading profile and 4 behavior diagnostics (disposition effect, overtrading, chasing, anchoring). Use the `analyze_trade_journal` tool.
• trader-hand-skill by RightNow-AI. Updated March 10, 2026. Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources
• trader-portfolio by ruvnet. Updated July 17, 2026. Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan
• trader-regime by ruvnet. Updated July 17, 2026. Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy. Use when the user asks about market conditions, wants to pick a strategy for current conditions, or before running a backtest/signal that should be regime-aware.
• trader-risk by ruvnet. Updated July 17, 2026. Assess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker status
• trader-setup by nearai. Updated August 19, 2026. One-time onboarding for the financial trader workflow — real-time alerts, position-aware relevance, decision journaling with outcome tracking. After successful setup this skill is excluded from selection until the marker file is deleted.
• trading-analysis-dashboard-template by nexu-io. Updated August 18, 2026. Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live playback, and command palette behavior. Use when users ask for a Wall-Street-style analytics terminal, trading cockpit, or high-tech financial dashboard template with realistic data layout.
• trading-analysis-dashboard-template by nexu-io. Updated August 18, 2026. Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live playback, and command palette behavior. Use when users ask for a Wall-Street-style analytics terminal, trading cockpit, or high-tech financial dashboard template with realistic data layout.
• trading-manual-writer by digoal. Updated May 28, 2026. 为"全品种操盘手册"系列撰写单个章节/小节。面向投资小白和散户，每次写一小节。输入小节标题和参考信息，输出图文并茂（含SVG插图）的Markdown文件，保存到项目markdown/目录。触发条件：用户提到"写操盘手册"、"写一节"、"写章节"、"散户操盘"、"金融工具讲解"、"写投资小白教程"、"帮我写操盘手册的XX章节"，或提供了一个金融品种/操盘主题名称并希望生成教学内容。即使用户只说"帮我写黄金操盘那一章"或"可转债怎么讲给小白听"，也应使用本skill。
• trump-perspective by alchaincyf. Updated July 2, 2026. 唐纳德·特朗普（Donald Trump）的思维框架与行为逻辑。基于著作、长访谈、辩论、 心理分析、前幕僚回忆录、重大决策记录共6个维度的深度调研（320KB+原始资料）， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：（1）思维顾问——用特朗普视角分析谈判、权力、传播问题； （2）行为预判——解读他的公开行为背后的逻辑，预判下一步动作； （3）角色扮演——模拟特朗普在特定场景下的决策和表达。 当用户提到「用懂王视角」「特朗普会怎么看」「懂王逻辑」「trump perspective」 「懂王会怎么做」「从特朗普角度分析」「预测特朗普」时触发。
• tushare by HKUDS. Updated August 29, 2026. tushare是一个财经数据接口包，拥有丰富的数据内容，如股票、基金、期货、数字货币等行情数据，公司财务、基金经理等基本面数据。该模块通过标准化API方式统一了数据资产的对外服务方式，以帮助有需要的技术用户更实时、简洁、轻量的使用相关数据。
• unit-economics by anthropics. Updated May 21, 2026. Analyze unit economics for PE targets — ARR cohorts, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall. Essential for software/SaaS, recurring revenue, and subscription businesses. Use when evaluating revenue quality, building a cohort analysis, or assessing customer economics. Triggers on "unit economics", "cohort analysis", "ARR analysis", "LTV CAC", "net retention", "revenue quality", or "customer economics".
• unit-economics-analysis by AI4Finance-Foundation. Updated September 28, 2026. Analyze unit economics for PE targets — ARR cohorts, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall. Essential for software/SaaS, recurring revenue, and subscription businesses. Use when evaluating revenue quality, building a cohort analysis, or assessing customer ...
• us-etf-flow by HKUDS. Updated April 9, 2026. US ETF fund flow analysis, sector rotation breadth, and style factor flows — track institutional capital movement via ETF creation/redemption, sector breadth signals, and thematic momentum.
• us-stock-prediction by digoal. Updated June 7, 2026. 美股个股次日走势预测 skill。当用户输入美股股票代码(如 AAPL、TSLA)或公司名称(如 "苹果"、"特斯拉"),并要求预测次日(T+1)走势、给出交易计划、评估盈亏概率时,触发本 skill。skill 会用 mcp__MiniMax__web_search 搜证盘前 90 分钟的关键信息(财报、盘后走势、隔夜期货、期权异动、内部人交易、宏观日历等),按"五维分析框架"(基本面/技术面/资金面/情绪面/宏观面)交叉验证,产出可量化的方向预测(涨/跌/横盘 + 概率百分比 + 区间),并写入当前项目 markdown 目录下的 `us-stock-{TICKER}-{YYYY-MM-DD}.md`。输出必须有完整的逻辑推导链(每一维的打分过程与数据来源)、术语通俗解释、mermaid/ascii 流程图或可视化图表。适用场景:盘前/盘中想做次日的方向判断与交易计划;不适用:长线基本面估值(应改用 finance 领域其他 skill)、日内高频交易、加密货币/港股/A股。
• us-stock-predictor by digoal. Updated June 8, 2026. 预测美股个股次日走势，输出图文并茂的 Markdown 分析报告（含逻辑推导、中间结果、概率量化、操作建议）。触发条件：用户输入美股股票名称或代码，并希望获得次日走势预测；关键词包括"预测明天走势"、"明天能涨吗"、"帮我分析一下XX股票"、"明天该买吗"、"次日预测"、"做T建议"、"短线操作"、"明日行情"、"值得持有吗"等。即使用户只说"帮我看看NVDA明天怎么走"或"AAPL明天能不能买"，也应使用本 skill。输出 Markdown 文件保存到当前项目 markdown/ 目录，要求逻辑清晰、概率可量化、图文并茂，投资小白也能看懂。
• usfiscaldata by K-Dense-AI. Updated September 10, 2026. Query the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates, foreign exchange rates, savings bonds, or U.S. government revenue and spending statistics.
• usmetrics by danielmiessler. Updated August 1, 2026. Analyze and update 68 US economic and social indicators from five government APIs (FRED, EIA, Treasury, BLS, Census) across 10 categories: GDP, Inflation, Employment, Housing, Consumer Finance, Markets, Trade, Government/Fiscal, Demographics, Health. Two workflows: UpdateData, GetCurrentState (10y/5y/2y/1y trend analysis). USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, refresh data, FRED, US metrics, economic trends. NOT FOR pathogen surveillance.
• valuation by microsoft. Updated July 9, 2026. Estimate whether a stock looks cheap or expensive using a price-to-earnings (P/E) based fair-value method. Use when the user asks if a stock is over- or under-valued, or for a fair-value / target price.
• valuation by microsoft. Updated August 20, 2026. Estimate whether a stock looks cheap or expensive using a price-to-earnings (P/E) based fair-value method. Use when the user asks if a stock is over- or under-valued, or for a fair-value / target price.
• valuation by microsoft. Updated August 20, 2026. Estimate whether a stock looks cheap or expensive using a price-to-earnings (P/E) based fair-value method. Use when the user asks if a stock is over- or under-valued, or for a fair-value / target price.
• valuation-model by HKUDS. Updated April 9, 2026. Valuation methodology — absolute valuation with DCF / DDM / SOTP, relative valuation with PE-Band / PB-ROE / EV-EBITDA, sensitivity analysis, and valuation-trap detection.
• value-creation-plan by AI4Finance-Foundation. Updated September 28, 2026. Structure post-acquisition value creation plans with revenue, cost, and operational levers mapped to an EBITDA bridge. Includes 100-day priorities, KPI targets, and accountability frameworks. Use when planning post-close execution, preparing operating partner materials, or building a board-ready ...
• value-creation-plan by anthropics. Updated May 21, 2026. Structure post-acquisition value creation plans with revenue, cost, and operational levers mapped to an EBITDA bridge. Includes 100-day priorities, KPI targets, and accountability frameworks. Use when planning post-close execution, preparing operating partner materials, or building a board-ready value creation roadmap. Triggers on "value creation plan", "100-day plan", "post-close plan", "EBITDA bridge", "operating plan", or "value creation levers".
• variance-analysis by anthropics. Updated March 13, 2026. Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.
• variance-commentary by anthropics. Updated May 5, 2026. Write flux commentary for every P&L and balance-sheet line over threshold — current vs prior period and vs budget, with the driver explained from underlying activity. Use for the month-end close package and management reporting.
• ve-midnight-editorial by nexu-io. Updated August 18, 2026. OpenDesign's financial review: runway, burn, and the sustainability plan that keeps the project independent. Built as a decision-grade data & finance deck for board, leadership.
• vector-components-maturity-eval by vectordotdev. Updated July 20, 2026. Evaluates all Vector component maturity levels and writes a monthly markdown report to agents/reports/maturity-YYYY-MM.md. Use when asked to evaluate component maturity or generate the monthly maturity report.
• vendor-review by anthropics. Updated March 13, 2026. Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, or building a TCO breakdown and negotiation points before procurement sign-off.
• vibe-trading by HKUDS. Updated September 29, 2026. Professional finance research toolkit — backtesting (10 engines + benchmark comparison panel), factor analysis, Alpha Zoo (462 pre-built alphas across qlib158/alpha101/gtja191/academic/fundamental), options pricing, 90 finance skills, 30 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 28 market-data sources (tushare, yfinance, okx, binance, akshare, baostock, tencent, mootdx, ccxt, futu, mt5, tickerall, local, eastmoney, sina, stooq, yahoo, pykrx, india_broker, qveris, longbridge, nobitex, wallex, plus optional-key finnhub/alphavantage/tiingo/fmp/gildata).
• visualization-settings by metabase. Updated September 11, 2026. Choosing a card's `display` and authoring `visualization_settings` for question_write and patch_dashcard — which chart fits which data shape, the output-column-name rule, minimum keys per chart family, map regions, the column_settings JSON-string-key footgun. Triggers — "make this a bar/line/pie chart", "what chart should I use", "format as currency", "the card renders as a table instead of a chart", "conditional formatting", "region map".
• visualize-data by openai. Updated August 27, 2026. Design, build, revise, or QA quantitative charts and figures. Use when an analytical answer needs visual judgment, whether for an inline answer, report, dashboard, notebook, or artifact.
• visualize-data by XiaomiMiMo. Updated July 18, 2026. Design, create, revise, or QA quantitative charts and figures for reports, dashboards, notebooks, slides, files, or inline analytical answers.
• volatility by HKUDS. Updated September 8, 2026. Volatility strategy. Trades mean reversion based on percentile ranking of historical volatility (HV). Suitable for any OHLCV data.
• vulnerability-scanner by davila7. Updated January 25, 2026. Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
• vulnerability-scanner by vudovn. Updated July 18, 2026. Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
• wealth-structure by kangarooking. Updated August 30, 2026. 当用户问「怎么赚钱/如何致富/该不该要期权/如何判断一个生意的结构」时调用。 核心理念: 财富=睡觉时仍在赚钱的资产; 靠「责任(押上声誉)→产权(股权/知识产权)→杠杆(无需许可的代码媒体)→避免出局」构建, 无法靠出租时间致富。 不适用于: 具体投资标的分析、理财产品的选股建议。 Triggers: 致富/赚钱/股权/期权/杠杆/被动收入/ownership/leverage/equity
• wealth-structure by kangarooking. Updated August 30, 2026. 当用户问「怎么赚钱/如何致富/该不该要期权/如何判断一个生意的结构」时调用。 核心理念: 财富=睡觉时仍在赚钱的资产; 靠「责任(押上声誉)→产权(股权/知识产权)→杠杆(无需许可的代码媒体)→避免出局」构建, 无法靠出租时间致富。 不适用于: 具体投资标的分析、理财产品的选股建议。 Triggers: 致富/赚钱/股权/期权/杠杆/被动收入/ownership/leverage/equity
• weekly-ops-report by davila7. Updated July 15, 2026. Turn raw operational data into a weekly management report that answers exactly three questions - what changed, where is it concentrated, what needs a decision. Use when the user mentions weekly report, haftalık rapor, yönetim raporu, ops review, KPI summary, or asks to summarize operational data for managers. Differentiator - contract-first reporting with plain-language findings and driver decomposition, never a chart dump.
• weekly-update by nexu-io. Updated August 18, 2026. OpenDesign's weekly metrics standup: this week's numbers, the one anomaly, and the single decision it forces. Built as a decision-grade data & finance deck for ops & growth team.
• weekly-update by nexu-io. Updated August 18, 2026. OpenDesign's weekly metrics standup: this week's numbers, the one anomaly, and the single decision it forces. Built as a decision-grade data & finance deck for ops & growth team.
• what-if-oracle by K-Dense-AI. Updated July 26, 2026. Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order). Use when the user asks speculative what-if questions about uncertain futures, strategic forks, contingency planning, or stress-testing a decision before committing.
• win-loss-review by anthropics. Updated September 15, 2026. Analyze recently closed opportunities to find patterns in what wins and what loses - stage of loss, common objections from transcripts, deal characteristics. Leader-focused. Use when the user asks "win loss review", "why are we losing deals", "what's working", or "analyze closed opps".
• worker-benchmarks by ruvnet. Updated May 19, 2026. Run comprehensive worker system benchmarks and performance analysis
• worker-benchmarks by ruvnet. Updated March 25, 2026. Run comprehensive worker system benchmarks and performance analysis
• worldthreatmodel by danielmiessler. Updated August 14, 2026. Persistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons from 6 months to 50 years, each a deep analysis of geopolitics, tech, economics, society, and security, in Fast/Standard/Deep tiers. USE WHEN threat model, world model, test idea, future analysis, time horizon, stress test against future, long-term risk. NOT FOR single-shot idea attack (use RedTeam).
• write-system-functional-doc by nasa. Updated September 25, 2026. Analyze an F Prime component, subtopology, or multi-component subsystem and write a high-level system-functional document for docs/reference/system-functional/.
• xlsx by kortix-ai. Updated September 24, 2026. Use for spreadsheet creation, analysis, financial models, and polished workbook outputs.
• yfinance by HKUDS. Updated September 2, 2026. yfinance global market data interface — retrieve OHLCV and research data for US, HK, and Canadian stocks, ETFs, and indices via Yahoo Finance. Free, no API key required.
• zustand by lobehub. Updated September 7, 2026. Use for Zustand stores: list/detail splits, state type sources, slices, actions, reducers, selectors, optimistic updates and class-action composition.