데이터·AI 스킬

Set up Acontext so Claude Code or OpenClaw can retain conversations and turn them into reusable skills. Covers CLI installation, login, project selection, plugin configuration, and checks that the configured service is reachable.

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• Set up conversation memory for Claude Code
• Connect Acontext to OpenClaw
• Create or switch an Acontext project

Turn financial research requests into Tushare data retrieval, cleaning, comparisons, and concise summaries. Study Chinese stocks, funds, financial statements, market flows, and economic indicators, or export structured files for further analysis.

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• Review recent stock and index performance
• Compare company earnings and valuations
• Track sector strength and market flows

Analyze casino back-office exports to identify why first-time depositors do not return for a second deposit. The skill groups players by reason, estimates missed deposits, calculates performance metrics, and prepares a recent-player list with suggested CRM actions.

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• Investigating why first-time depositors do not make a second deposit
• Estimating missed second deposits and monthly value by reason
• Preparing recent-player action lists for CRM

Prepare an AI development phase by selecting a framework, researching official documentation and the application domain, and planning evaluations. The workflow brings these decisions together in an AI-SPEC.md design document.

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• Selecting a framework for an AI development phase
• Researching implementation guidance in official documentation
• Planning how to evaluate an AI system

Verify AI products’ system prompts and tool definitions against dated public archives. Check quoted instructions, identify how records were obtained, and compare products or operating modes using the actual files rather than recalled descriptions.

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• Verify a quoted system prompt
• Compare prompts across products or operating modes
• Check capture dates and sources

Analyze Mixpanel event counts and trends, compare user groups, and examine funnels, the steps leading to actions such as purchases. The skill also supports searching and updating user profiles through Rube MCP.

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• Review daily or weekly event trends
• Compare events by country or plan
• Find drop-off points in saved funnels

Evaluate retrieval and citations in RAG, systems that retrieve documents to support answers, using JSONL test data. Produce repeatable offline metrics, diagnostic reports, and threshold checks for continuous integration without model calls or network access.

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• Measure retrieval recall and ranking
• Check citation coverage and retrieved-source validity
• Generate Markdown or JSON evaluation reports

Send customer activity and profile data to Segment through Rube MCP. Record events and page views, associate users with organizations, link identities, and submit multiple operations together for customer data collection.

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• Sending purchases and other activity events to Segment
• Updating user attributes and organization membership
• Submitting events and profile updates in batches

Send and search product usage events in PostHog, inspect projects, and create feature flags that control which users see a feature. Use Rube MCP, an agent tool connector, to perform these operations.

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• Send signup or purchase events to PostHog
• Find events for a specific user and time period
• Create feature flags with targeting and rollout percentages

Integrate AI applications with RouterBase using OpenAI-compatible clients. Plan model selection and fallbacks, meaning alternative models when requests fail, and implement chat, image, video, audio, speech, or embedding workflows with validation steps.

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• Migrate an OpenAI-compatible integration to RouterBase
• Plan primary and fallback models for support chat
• Add image and video generation workflows

Retrieve GA4 reports for selected dates and metrics, including cross-tabulations and funnels that show where users drop off. List accessible accounts, properties, and key events through Composio’s Google Analytics tools via Rube MCP.

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• Retrieve reports by date range and traffic source
• Cross-tabulate access data by country and device
• Analyze user drop-off across funnel steps

Turn a workflow description into an Envelope AI agent team definition. Design roles and reporting relationships, then generate a structured JSON file with access rules, configuration variables, human approval checkpoints, and recurring schedules as needed.

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• Design a support ticket triage team
• Define a sales team for handling leads
• Require human approval before sending marketing emails

Retrieve token prices, trading activity, and liquidity pool data from DexPaprika across multiple blockchains. Compare pools, inspect historical price candles, and fetch prices for up to ten tokens together without an API key.

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• Compare token prices across blockchains
• Find pools by volume or creation date
• Inspect historical price candles

Manage Amplitude product analytics through an AI agent: send event data, review individual activity histories, update user properties, and manage cohorts, groups of users tracked together. It also supports browsing configured event categories.

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• Send page view and purchase events
• Review a specific user's activity history
• Update user properties such as subscription plans

Retrieve cryptocurrency prices, market capitalization, trading volume, historical prices, and exchange information from CoinPaprika. Search for coins or look them up by contract address, with a free tier that requires no API key.

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• Compare coin prices, market capitalization, and trading volume
• Review historical prices and candlestick data
• Find exchanges and trading pairs for a coin

Establish rules for when an AI agent should recall past context and save lasting decisions, corrections, preferences, and failures. Works with Markdown files or memory services, preserving decision history and surfacing conflicting records.

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• Carry project conventions into the next session
• Save user corrections and lasting preferences
• Record failed approaches and their causes

Export Obsidian wiki pages and their connections for external analysis or visualization in JSON, GraphML, Neo4j Cypher, SQL, and HTML. Optionally create an OKF Markdown bundle containing page bodies, with project and visibility filters available.

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• Visualize wiki connections in a browser
• Analyze wiki data in Gephi or Neo4j
• Export a selected project's pages

Extract a focused reference pack from an Obsidian vault for another agent or task. Choose a topic or recent activity, set a token budget to limit length, and receive material with citation information.

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• Give another agent background on a topic
• Prepare reference material within a token budget
• Extract context about recent activity

Analyze company earnings and revenue forecasts using Yahoo Finance data. Compare analyst consensus, meaning their combined expectations, across periods, track upward and downward revisions, assess forecast ranges, and review how past estimates compared with actual results.

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• Tracking changes in earnings forecasts
• Comparing optimistic and pessimistic estimates
• Comparing growth forecasts with industry benchmarks

Read Hyperliquid spot and perpetual futures market data, including prices, volume, order books, and candles. Compare funding rates, the payments between long and short positions, across Hyperliquid, Binance, and Bybit, and export results for analysis.

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• Checking prices and volume for a specific asset
• Comparing funding rates across three exchanges
• Reviewing order books and bid-ask spreads

Retrieve stock, crypto, and futures prices, review technical indicators, compare trends across timeframes, and scan exchanges for notable moves. Test trading strategies against historical data through a bundled market data server without a TradingView login.

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• Review a stock’s technical indicators across timeframes
• Scan an exchange for volume breakouts
• Check overnight futures and extended-hours prices

Retrieve stock prices, historical data, financial statements, dividends, and analyst estimates from Yahoo Finance using Python. Compare multiple stocks, find stocks matching selected criteria, and present the requested figures in readable tables.

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• Checking stock prices and price history
• Reviewing financial statements and dividends
• Comparing several stocks

Compare how stocks are discussed on Reddit, X.com, financial news, and Polymarket using the Adanos Finance API. Get attention scores, bullish percentages, activity counts, and trends to identify agreement or differences across sources and stocks.

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• Checking how much a stock is discussed on Reddit
• Comparing sentiment across X.com and financial news
• Comparing attention across several stocks

Query Fintel for short interest, stock borrowing costs, institutional holdings, and insider transactions. Review these alongside analyst forecasts, earnings, and dividends to build a factual market research summary through read-only API access.

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• Review short interest and stock borrowing costs
• Identify institutional holders of a stock
• Check reported insider purchases and sales