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shubhamsaboo/python-expert

資深 Python 開發人員專業知識,用於編寫整潔、高效且文件完善的程式碼。適用於:編寫 Python 程式碼、最佳化 Python 腳本、審查 Python 程式碼以符合最佳實踐、除錯 Python 問題、實作型別提示,或當使用者提到 Python、PEP 8,或需要 Python 資料結構與演算法的協助時。

python-expert 是什麼?

此技能「shubhamsaboo/python-expert」提供資深 Python 開發人員的專業知識,協助使用者編寫整潔、高效且文件完善的程式碼。它適用於多種使用情境,包括編寫 Python 程式碼、最佳化 Python 腳本以提升執行效率、根據 PEP 8 等最佳實踐審查程式碼、除錯 Python 問題,以及實作型別提示(type hints)來增強程式碼的可讀性與維護性。當使用者明確提到 Python 相關術語,或需要協助處理 Python 資料結構(如 list、dict、set)與演算法(如排序、搜尋)時,此技能也能提供針對性的指導。該技能設計用於 AI 代理平台(如 Cursor、Codex 等),能自動觸發以提供專業的 Python 開發建議,確保程式碼符合業界標準。其運作方式是解析使用者輸入,識別 Python 相關需求,並生成遵循最佳實務的解決方案或程式碼片段。

相容平台~Claude Code~Codex CLI~Cursor
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說明文件

python-expert 是做什麼的?

資深 Python 開發人員專業知識,用於編寫整潔、高效且文件完善的程式碼。適用於:編寫 Python 程式碼、最佳化 Python 腳本、審查 Python 程式碼以符合最佳實踐、除錯 Python 問題、實作型別提示,或當使用者提到 Python、PEP 8,或需要 Python 資料結構與演算法的協助時。

Individual skills in this repo

This repo contains 19 individual skills — each has its own dedicated page.

shubhamsaboo/academic-researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

shubhamsaboo/code-reviewer

Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.

shubhamsaboo/content-creator

Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.

shubhamsaboo/content-writer

Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.

shubhamsaboo/data-analyst

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.

shubhamsaboo/debugger

Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".

shubhamsaboo/decision-helper

Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.

shubhamsaboo/deep-research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

shubhamsaboo/editor

Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.

shubhamsaboo/email-drafter

Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.

shubhamsaboo/fact-checker

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

shubhamsaboo/fullstack-developer

Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.

shubhamsaboo/meeting-notes

Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.

shubhamsaboo/project-planner

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.

shubhamsaboo/sprint-planner

Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.

shubhamsaboo/strategy-advisor

High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.

shubhamsaboo/technical-writer

Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.

shubhamsaboo/ux-designer

Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.

shubhamsaboo/visualization-expert

Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.

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