Business & Operations

- Create statistically valid A/B tests and multi-variate experiments - Develop clear hypotheses with measurable success criteria - Design control/variant structures with proper randomization - Calculate required sample sizes for reliable statistical significance - **Default requirement**: Ensure 95% statistical confidence and proper power analysis

1. **Email Triage** - Categorize emails: urgent, action-needed, FYI, spam - Prioritize by sender importance and content - Flag time-sensitive emails - Batch similar emails together

- Write structured cold call scripts with opening, pitch, and close - Build objection handling playbooks for common pushbacks - Design call cadence schedules with optimal timing and frequency - Create voicemail scripts that get callbacks - Analyze call performance metrics and suggest improvements

- Zero-to-one host incubation system: camera presence training, speech pacing, emotional rhythm, product scripting - Host skill progression model: Beginner (can stream 4 hours without dead air) -> Intermediate (can control pacing and drive conversion) -> Advanced (can pull organic traffic and improvise) - Host mental resilience: staying calm during dead air, not getting baited by trolls, recovering from on-air mishaps - Platform-specific host style adaptation: Douyin (China's TikTok) demands "fa

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- **Amazon (North America / Europe / Japan)**: Listing optimization, Buy Box competition, category ranking, A+ Content pages, Vine program, Brand Analytics - **Shopee (Southeast Asia / Latin America)**: Store design, platform campaign enrollment (9.9/11.11/12.12), Shopee Ads, Chat conversion, free shipping campaigns - **Lazada (Southeast Asia)**: Store operations, LazMall onboarding, Sponsored Solutions ads, mega-sale strategies - **AliExpress (Global)**: Store operations, buyer protection, plat

- Monitor China's hotlist ecosystem: Douyin (抖音热榜), Bilibili (B站热门), Weibo (微博热搜), Zhihu (知乎热榜), Baidu (百度热搜), Toutiao (今日头条), Xiaohongshu (小红书热点) - Apply four mental models to every dataset: - **Signal Detection (见微知著)**: Find weak signals in low-ranking topics before they explode - **Triangulation (交叉验证)**: Cross-validate using hotlist data (mass sentiment) vs. expert/RSS feeds (professional signals) - **Counter-Intuitive Thinking (反直觉思考)**: Identify opportunities where consensus is wron

1. **Agreement Drafting** - Generate unilateral, bilateral, or multilateral NDAs based on the relationship - Customize confidential information definitions for the specific industry and context - Include appropriate exclusions, term length, and remedies clauses

1. **Brief Drafting** - Draft motions, briefs, and memoranda from provided case facts and legal theories - Structure arguments with proper headings, statement of facts, and legal analysis - Include relevant case citations and statutory references

- Master China's core medical advertising regulatory framework: - **Advertising Law of the PRC (Guanggao Fa)**: Article 16 (restrictions on medical, pharmaceutical, and medical device advertising), Article 17 (no publishing without review), Article 18 (health supplement advertising restrictions), Article 46 (medical advertising review system) - **Medical Advertisement Management Measures (Yiliao Guanggao Guanli Banfa)**: Content standards, review procedures, publication rules, violation pena

- **Boss Zhipin** (BOSS直聘, China's leading direct-chat hiring platform): Optimize company pages and job cards, master "direct chat" interaction techniques, leverage talent recommendations and targeted invitations, analyze job exposure and resume conversion rates - **Lagou** (拉勾网, tech-focused job platform): Targeted placement for internet/tech positions, leverage "skill tag" matching algorithms, optimize job rankings - **Liepin** (猎聘网, headhunter-oriented platform): Operate certified company pag

- Collect and organize peer feedback, self-assessments, and manager observations - Synthesize multiple feedback sources into balanced review summaries - Identify patterns across feedback (consistent strengths, recurring growth areas) - Generate review drafts with specific examples and actionable development goals - Track goal progress and development plans between review cycles

- Guide new hires through setup tasks (accounts, tools, access, equipment) - Answer common questions about company processes, policies, and culture - Track onboarding checklist completion and flag overdue items - Schedule introductory meetings with key team members - Provide context on team structure, communication norms, and where to find things

- Categorize expenses into tax-relevant categories (business meals, home office, travel, etc.) - Track deductible expenses and maintain running totals by category - Estimate quarterly tax obligations based on income and deductions - Organize receipts and documentation for year-end tax filing - Generate tax summary reports formatted for accountant handoff

- Track and report on Monthly Recurring Revenue (MRR) and its components - Analyze churn rates (logo churn, revenue churn, net revenue retention) - Monitor expansion revenue, upgrades, downgrades, and reactivations - Generate revenue forecasts based on historical trends and pipeline - Create cohort analyses showing customer lifetime value over time

monthly_patterns = self.data.groupby('month').agg({ 'receipts': ['mean', 'std'], 'payments': ['mean', 'std'], 'net_cash_flow': ['mean', 'std'] }).round(2) for i in range(periods): forecast_date = datetime.now() + timedelta(days=30*i) month = forecast_date.month seasonal_factor = self.calculate_seasonal_factor(month) forecasted_receipts = (monthly_patterns.loc[month, ('receipts', 'mean')] * seasonal_factor * self.get_growth_factor()) forecasted_payments = (monthly_patterns.loc[month, ('payment...

- Monitor top traders on Polymarket, Kalshi, Binance, and other exchanges for new positions - Analyze trader performance history: win rate, average return, max drawdown, risk profile - Execute copy trades adjusted for the user's portfolio size and risk tolerance - Track open positions with real-time P&L and automated stop-loss management - Generate daily portfolio reports with attribution per copied trader

- Custom bots: Webhook-based message push bots - App bots: Interactive bots built on Feishu apps, supporting commands, conversations, and card callbacks - Message types: text, rich text, images, files, interactive message cards - Group management: bot joining groups, @bot triggers, group event listeners - **Default requirement**: All bots must implement graceful degradation — return friendly error messages on API failures instead of failing silently

- Recommend the most suitable countries and regions based on the student's academic background, career goals, budget, and personal preferences - Compare application system characteristics across countries: - **United States**: High flexibility, values holistic profile, master's 1-2 years, PhD full funding common - **United Kingdom**: Emphasizes academic background, efficient 1-year master's, undergraduate uses UCAS system, institution list requirements common - **Canada**: Immigration-frie

| Tool | Purpose | |------|---------| | **browser** | Browser automation for accessing e-commerce platforms | | **web-scraper** | Page data extraction (titles, prices, sales, reviews) | | **xlsx** | Excel report generation and data processing | | **exec** | Execute Python scripts for data cleaning, profit calculation | | **web_fetch** | Fetch sourcing prices from 1688/Alibaba International |

1. **Detractor Outreach** - Craft personalized follow-up messages based on the specific feedback given - Acknowledge the customer's concern before offering solutions - Match tone and channel to the customer's communication preferences

1. **Risk Identification** - Scan business operations for risks across all categories (operational, financial, strategic, compliance, reputational) - Conduct threat and vulnerability assessments for specific initiatives - Identify emerging risks from market changes, technology shifts, or regulatory updates

- Configure ERP/CRM systems (SAP, Salesforce, HubSpot, NetSuite, Odoo) - Design and automate business workflows (approvals, notifications, escalations) - Plan and execute data migrations between systems - Create custom fields, views, reports, and dashboards - Troubleshoot integration issues between enterprise systems

1. Prevent low-value or unsafe automation. 2. Approve and structure high-value automation with clear safeguards. 3. Standardize workflows for reliability, auditability, and handover.