'forecast' 검색 결과

Marketing analytics and data-driven optimization for B2B SaaS campaigns. Use this skill when analyzing marketing performance, optimizing conversion rates, running A/B tests, conducting customer research, creating marketing dashboards, building attribution models, analyzing funnel metrics, or storytelling with data. Also triggers on: marketing ops, performance analytics, CRO, A/B testing, data storytelling, customer insights, tracking plan, event taxonomy, UTM taxonomy, GA4 audit, consent mode, instrumentation contract, sample size calculation, minimum detectable effect, test duration, not enough traffic to A/B test, statistical significance, Bayesian vs frequentist, sample ratio mismatch, experiment feasibility, martech stack, marketing tech stack audit, tool consolidation, build vs buy, vendor evaluation, shadow IT tools, ESP/CRM/platform migration, switching cost, cutover plan, suppression list migration, data portability, customer interviews, survey design, sampling frame, non-response bias, how many people should I interview, thematic saturation, voice of customer, jobs-to-be-done, buyer persona research, is this finding real, data enrichment, which enrichment provider should we buy, waterfall enrichment, contact data quality, match rate, our list data is bad, email verification, catch-all domain, accept-all, bounce rate from bad data, B2B data decay, how often should we re-verify contacts, ZoomInfo vs Apollo vs Clearbit evaluation, cost per usable record, where did this list come from, GDPR Article 14 notice, purchased list compliance, suppression screening, TAM list building, demand planning, marketing plan, how many leads do we need, what pipeline target should marketing carry, funnel model, top-down vs bottom-up plan, plan of record, annual marketing planning, quarterly planning, pipeline coverage we have to create, sales cycle lag, our leads cannot close this quarter, carry-in pipeline, scenario planning, conservative moderate aggressive forecast, stretch target, reforecast, re-forecast triggers, assumption register, capacity ceiling, addressable audience ceiling, marginal cost per lead, blended CPL is wrong, we missed plan and nobody knows why.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Expert en budgétisation et prévisions (FP&A, variance analysis, rolling forecasts, DZ)

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Build, analyze, repair, and audit finance three-statement models and operating forecasts. Use when the user invokes $kelly-finance, asks for 财务三表, 三表模型, income statement, balance sheet, cash flow statement, forecast model, budget model, financial projections, FP&A model, SaaS/unit economics forecast, fundraising model, board finance pack, investor model, model checks, balance-sheet balancing, cash runway, working capital, capex/depreciation schedules, debt schedules, scenario/sensitivity cases, or Excel/Sheets-ready finance outputs.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Build AI demand forecasting systems. TRIGGERS - Use when user needs help with ai-demand-forecaster related tasks.

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Build AI time series forecasting systems. TRIGGERS - Use when user needs help with ai-forecasting-system related tasks.

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Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use when forecasting demand, setting safety stock, planning replenishment, managing promotions, or optimizing inventory levels.

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Fetch personalized daily horoscope forecasts from zodiac-today.com API based on natal chart calculations. Use when a user wants: (1) daily guidance on what activities to pursue or avoid, (2) life planning help — best days for interviews, travel, romance, important decisions, (3) energy/focus/luck/romance forecasts to optimize their schedule, (4) lucky colors and numbers for the day, (5) future date analysis for planning events, trips, or milestones (paid tiers). Triggers: horoscope, zodiac, star sign forecast, daily guidance, lucky day, best day to, astrology advice, what should I do today, is today a good day for, plan my week astrology. Required env: ZODIAC_API_KEY (hsk_ API key), ZODIAC_PROFILE_ID (birth chart profile ID). Collects sensitive PII (email, birth date, birth city) for natal chart — requires user consent.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Revenue forecast from pipeline data with stage-weighted probability and sensitivity analysis

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

손익계산서·재무상태표·현금흐름표를 수식으로 연결한 Excel 모델을 만듭니다. 실적과 예측 가정을 입력하고 시나리오를 비교하며 세 재무제표의 일관성을 단계별로 확인합니다.

• 재무 템플릿에 실적 입력
• 세 재무제표가 연동되는 예측 작성
• 기본·상향·하향 시나리오 비교

Coordinate multiple AI agents by adjusting their communication structure and task assignments as workloads change. The skill describes performance monitoring, switching coordination patterns, forecasting agent capacity, and validating changes with rollback when performance worsens.

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• Choosing a coordination structure for multiple agents
• Redistributing tasks when agent workloads become uneven
• Forecasting how many agents a workload needs

Update financial models after earnings, new company guidance, or changes in assumptions. Revise forecasts, recalculate valuation and price targets, and summarize significant changes with their reasons and implications for the investment view.

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• Updating a financial model after quarterly earnings
• Revising forecasts after changes in company guidance
• Reflecting interest rate and currency changes in valuation

Create quarterly earnings reports for companies already being followed. Compare results with market expectations, explain differences, revise forecasts, and assess the investment case in a Word document with charts, summary tables, and linked sources.

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• Writing a report after a quarterly earnings release
• Explaining results above or below market expectations
• Revising forecasts after new company guidance

Prepare an initial equity research report through five separate tasks covering company research, financial forecasts, valuation, charts, and report assembly. Outputs include research notes, an Excel financial model, chart files, and a detailed Word report.

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• Researching a company’s business, competitors, and risks
• Building financial forecasts with three scenarios
• Estimating a price target using multiple valuation methods

Create stock research notes combining analyst forecasts, reported financials, price history, and economic conditions. Compare market expectations with business performance, present valuation measures, and summarize an investment case with positive scenarios, risks, and potential catalysts.

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• Preparing an initial research note on a stock
• Comparing analyst forecasts with reported results
• Reviewing financial trends and stock valuation

Analyze earnings estimate changes, results versus analyst expectations, and management forecasts for US and Hong Kong stocks. Organize findings on post-earnings price trends and earnings quality into a structured investment research report.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review analyst estimate changes before earnings
• Compare reported results with market expectations
• Assess management forecasts and earnings quality

Plan portfolio allocations across assets using risk, correlations, return forecasts, and trading costs. Compare five optimization methods, produce settings for config.json, and define rebalancing rules that adjust holdings back toward their target weights.

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• Comparing allocations across stocks, bonds, and gold
• Choosing an optimizer based on return forecasts and correlations
• Preparing portfolio settings for config.json

Reconcile accounting records with payment service payouts, identify discrepancies, possible duplicates, and missing receipts, then prepare a plain-English profit and loss summary with an Excel workbook and a one-page PDF for month-end review.

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• Reconcile monthly payment payouts with accounting records
• Find possible duplicates and missing receipts
• Prepare month-end documents for an accountant

Prepare for payroll by forecasting cash, drafting overdue invoice reminders to address shortfalls, and checking timesheets for anomalies. Produce a validated payroll worksheet or stage approved inputs in Gusto, leaving final payroll submission to the owner.

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• Checking whether cash will cover the next payroll
• Prioritizing overdue invoices to address a payroll shortfall
• Reviewing timesheet anomalies before payroll

Review a sales team's pipeline by representative and deal stage. The skill summarizes progress against targets, highlights deals that could affect the quarter, and suggests concrete manager actions and coaching questions using CRM data or an uploaded export.

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• Prepare for a team pipeline review
• Compare each representative's forecast with their target
• Identify major deals and risks affecting the quarter

Update CRM opportunity fields such as stage, close date, amount, and next steps. See the exact before-and-after values, apply only requested or accepted changes, and verify the saved record through a link.

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• Advance an opportunity to another stage
• Change a close date or deal amount
• Update next steps or forecast category

Analyze differences between financial budgets, actual results, forecasts, or prior periods. Break changes into measurable drivers, explain business causes, and prepare management commentary with waterfall breakdowns that show how each factor contributes.

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• Explain differences between budget and actual results
• Break down revenue or expense changes by driver
• Prepare variance commentary for management

Examine business assumptions behind revenue forecasts, market estimates, or hiring plans. Identify counter-evidence, model worse outcomes, assess how changes affect results, and propose validation steps, backup plans, and early warning indicators.

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• Testing the assumptions behind a revenue forecast
• Checking market size estimates against target customer counts
• Assessing how hiring delays would affect a plan

Coordinate project delivery by routing requests to eight specialist skills or running a verified delivery workflow. Use live Jira data for progress analysis and completion forecasts, with recorded evidence and checks before tasks are closed.

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• Analyze sprint progress and forecast completion ranges
• Produce project health reports from live Jira data
• Route Jira permission and configuration reviews

Review revenue plans through six questions covering pipeline coverage, win rates, customer revenue retention, sales rep ramp time, discounts, and lead sources. Produce a structured assessment of gaps and three concrete actions before committing targets or expanding sales.

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• Review assumptions before committing a quarterly revenue target
• Find pipeline stages where win rates are weakening
• Separate retention, contraction, and expansion in customer revenue