✨Data Intelligence Lab@HKU✨

Summarize web articles, YouTube videos, podcasts, and local files with the summarize command-line tool. Extract available text or transcripts from URLs, choose a summary length, and request JSON output for use in other workflows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Get the main points of a web article
• Summarize a YouTube video
• Extract an available video transcript

Read, summarize, create, and edit Word documents in .docx format. Build reports with headings, tables, and images, replace text in existing files, or add tracked changes and comments for document review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Extracting and summarizing text and tables from Word documents
• Creating reports with headings, tables, and images
• Replacing names and other placeholders in document templates

Set up and manage DeepTutor from the command line, a text interface for running commands. Run learning tasks, build searchable document collections, manage sessions and notebooks, diagnose installation issues, and launch the server or Web app.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Set up DeepTutor and diagnose installation issues
• Build and search a knowledge base from PDFs
• Generate practice questions from learning materials

Read, create, and edit Excel workbooks, including formulas, formatting, charts, and multiple sheets. Clean CSV or TSV tables and prepare spreadsheet deliverables, with guidance on choosing fixed calculated values or formulas that update later.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clean inconsistent CSV or TSV tables
• Build Excel reports with totals and charts
• Update an existing workbook while keeping its formatting

Create PowerPoint presentations from outlines, update text, tables, charts, and images in existing slides, or extract slide text and speaker notes. Export decks to PDF or images when the required conversion tools are available.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create presentation slides from an outline
• Update text and images in an existing deck
• Extract slide text and speaker notes

Extract text and tables from PDFs, create new documents, and reorganize pages. Use it to merge or split files, fill forms, add watermarks or password protection, and turn pages into images for visual inspection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Extracting PDF tables into an Excel workbook
• Merging PDFs and splitting or rotating pages
• Filling application forms and checkboxes

Design and improve DeepTutor skills by turning concrete usage examples into reusable instructions. Learn how to write descriptions that signal when to use a skill, structure SKILL.md, and separate supporting reference material.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a recurring workflow into a DeepTutor skill
• Clarify when an existing skill should be used
• Split lengthy instructions into reference files

Review trading rules across China A-shares, Hong Kong stocks, US stocks, and crypto markets. Use comparison tables and checklists to identify execution limits, short-selling constraints, trading hours, fees, and tax considerations when designing historical trading simulations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding market rules to historical trading simulations
• Comparing constraints across stock and crypto markets
• Checking execution conditions for cross-market strategies

Build a pair trading strategy for two related instruments using their price ratio. Measure how far the ratio moves from its recent average, generate opposite buying and selling signals, and close positions when the ratio returns near that average.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Test a pair trade between two stocks in the same industry
• Build a BTC/ETH price ratio strategy
• Set entry and exit thresholds for a pair trade

Manage multi-step financial research with a clear objective, acceptance criteria, and linked evidence. Track findings across turns, audit whether each criterion is supported, and report unresolved gaps while keeping the workflow limited to research.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare strategies or assets against shared criteria
• Review the evidence supporting an investment thesis
• Resume a research task across multiple turns

Translate a Python trading strategy or written trading rules into code for TradingView, 通达信, 同花顺, 东方财富, and MT5. Receive platform-specific indicators or strategy code, setup instructions, and notes explaining features that cannot be translated directly.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Exporting a backtested Python strategy to charting platforms
• Creating indicators from written trading rules
• Preparing equivalent signals for multiple platforms

Browse registered trading strategies and compare evidence from backtests, which simulate trades on historical data. Filter by market conditions, trade counts, risk-adjusted returns, and cost feasibility, inspect evidence age, and rebuild the evidence cache from local runs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Browsing registered trading strategies
• Finding strategies with evidence for falling or rising markets
• Checking a strategy's evidence quality and age

Research private companies through six perspectives, including business, finances, competition, and technology. Cross-check evidence, separate facts from inferences, and produce a valuation range, possible exit routes, and a map of missing information.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assess a private company's business and valuation range
• Compare conflicting revenue or funding reports
• Check company claims against hiring and patent signals

Analyze scheduled token releases, their recipients, and trading volume to estimate potential selling pressure. Review project treasury holdings, operating runway, and token supply growth to assess funding sustainability and the effect of dilution on staking yields.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing token releases scheduled for the next 90 days
• Estimating selling pressure relative to trading volume
• Assessing treasury diversification and funding runway

Track USDT, USDC, and other stablecoins to assess capital entering or leaving crypto markets. Combine supply changes, issuance and redemption, exchange balances, transfer activity, and movements between blockchains into a structured liquidity report.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review USDT and USDC issuance and redemption
• Assess changes in stablecoin balances on exchanges
• Compare stablecoin flows across blockchains

Compare Chinese A-share sectors using business conditions, price trends, valuation, and fund flows. The skill provides scoring and ranking frameworks to organize sector allocation proposals and trace how demand or cost changes affect connected industries.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare business conditions across Chinese A-share sectors
• Rank sectors by price trends, earnings changes, and fund flows
• Trace cost and demand changes through industry supply chains

Check investment research for bias before searching and before writing conclusions. A short checklist broadens coverage beyond large companies and English sources, challenges bullish assumptions, and checks whether important figures are current.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Include smaller companies and suppliers in stock screens
• Expand supply chain research to local language sources
• Test investment theses against opposing evidence

Analyze public blockchain records to assess crypto market conditions. Combine network activity, large-holder transfers, decentralized finance liquidity, and valuation measures into a report with indicator comparisons, a composite score, and an interpretation of market signals.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare blockchain activity with price trends
• Examine large-holder transfers and exchange flows
• Review funds held in decentralized finance and trading liquidity

Convert web pages, articles, and document URLs into readable Markdown with ads and navigation removed. Use it to read API documentation, technical blogs, research reports, and GitHub pages through the external Jina Reader service.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Read API documentation from a URL
• Retrieve the main text of technical articles and blogs
• Read research reports and announcements

Retrieve price and trading volume data for US, Hong Kong, and Canadian stocks, ETFs, and indices through Yahoo Finance. Also gather company profiles, financial statements, dividends, and ownership data for market research and historical strategy testing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Collect historical prices across several stock markets
• Review company financial statements and ownership
• Check dividend and stock split histories

Retrieve financial data through Tushare using Python. Find relevant APIs for Chinese stocks, ETFs, funds, bonds, economic indicators, and news, then use documented parameters to obtain pandas DataFrames, tables ready for further analysis.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Retrieving lists of listed Chinese stocks
• Collecting ETF prices and fund size data
• Checking fund holdings and manager information

Backtest stock and cryptocurrency option strategies using theoretical prices derived from underlying prices. Simulate combinations of option positions, track profit and loss, and export Greeks, measures of sensitivity to price, volatility, and time.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare covered call and protective put strategies
• Backtest straddles and iron condors
• Analyze theoretical option prices and sensitivities

Turn academic papers and research reports into investment signals and trading strategies. Coordinate existing tools to extract formulas, implement rules, test them on historical data, store results, and monitor whether their effectiveness declines over time.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Extract investment signals from a research paper
• Implement and test trading rules on historical data
• Evaluate and store research results

Analyze crypto perpetual futures funding payments and spot–futures price differences to assess carry trades. Compare exchanges, identify crowded positions, and summarize potential returns alongside risks such as funding reversals and liquidation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare funding rates across crypto exchanges
• Estimate annualized spot–futures price differences
• Assess carry trade returns and risks