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Implements classical ML algorithms for regression and classification. Covers Linear/Polynomial/Logistic Regression, Decision Trees, Ridge/Lasso regularization, train/test splits, cross-validation, and…
Expert guide for Odoo Purchase: RFQ → PO → Receipt → Vendor Bill workflow, purchase agreements, vendor price lists, and 3-way matching.
Self-evolving context protocol that captures insights, prevents repeated mistakes, and evolves project documentation through structured feedback loops.
Deployment and operation expert, responsible for securely, rollback-ably, and observably deploying builds that have passed the Reviewer and QA gate to servers (PM2 three processes + Nginx reverse prox…
Deploy 8 radically different visual direction demos for a website or webapp project. Creates self-contained Next.js pages under /demo/ with distinct identities (typography, color palette, layout, anim…
Comprehensive growth hacking strategy including growth loops, AARRR pirate metrics, channel prioritization (Bullseye), viral mechanics (K-factor), ICE experiment scoring, and 90-day experimentation ro…
Multimodal analysis agent for PDF, images, video, audio, charts, and screenshots. Use when: analyzing documents, describing images, analyzing video/audio content, explaining diagrams, or extracting da…
XML tag structure patterns for Claude Code agents and commands. Use when designing or implementing agents to ensure proper XML structure following Anthropic best practices.
Generates a well-designed infographic (PNG) from user-provided content. Auto-structures text into visual modules with grid layout. Use when user says "信息图", "infograph", "做成信息图", or wants to visualize…
Use this skill for in-depth analysis and management of investment portfolios using key risk and performance metrics. Triggers: investment portfolio, portfolio analysis, risk management, asset allocati…
Interactive app planning that produces feature-list.json for dev-pipeline. Invoke when user wants to plan an app, design features, or prepare for automated development.
This skill should be used when the user asks to "diagnose network issues", "check WiFi signal", "change DNS server", "run speed test", "trace route", "scan local network", "check IP address", "flush D…
Review legal contracts, NDAs, employment agreements, SaaS terms, and M&A documents. Identifies unfavorable terms, suggests redlines, and compares to market standards. Use for contract analysis, due di…
Design and analyze satellite constellations and distributed space architectures. Use this skill for Walker constellation patterns, coverage analysis, inter-satellite links, orbital shell design, colli…
Anti-detection experience. Browser fingerprinting, proxy IP, TLS fingerprinting, behavior detection, and risk control avoidance techniques. Triggers: bypassing anti-crawling measures, IP blocking, fin…
Production ETL patterns orchestrator. Routes to core reliability patterns and incremental load strategies.
A decision guide for invoking search tools. Clearly define when the Agent should call upon search tools (such as for real-time information, specific facts), and when it should rely on its internal kno…
Perform comprehensive SEO analysis including keyword research, backlink analysis, and on-page optimization. Use this skill when users want to analyze or improve website SEO, research keywords, analyze…
Request assistance from the assistant, suitable for task scenarios such as understanding Chinese culture, comprehending classical Chinese literature, creating works with Chinese characteristics, writi…
Download podcast episodes from 小宇宙 (Xiaoyuzhou.fm) and Apple Podcasts
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
Comprehensive knowledge base for go-kratos microservices framework. **Use this skill when:** - Building REST/gRPC APIs with kratos (Service → Biz → Data layered architecture) - Creating microservices …
Experience in converting from JS to Python. Conversion of encryption algorithms, library mapping, and common pitfalls. Trigger: Converting JS encryption to Python, the need for Python implementation i…
Structured reflective problem-solving methodology. Process: decompose, analyze, hypothesize, verify, revise. Capabilities: complex problem decomposition, adaptive planning, course correction, hypothes…