职业分类
软件开发工程师
描述
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
原文语言：英语
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xintaofei/codeg
SkillsMP 已收集 xintaofei/codeg 中的 20 个 Skill。打开任一 Skill 可查看来源和详情。
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已展示 20 / 20 个已收集 Skill。
skill
职业分类
描述
更新
职业分类
软件开发工程师
描述
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work
原文语言：英语
更新
职业分类
软件质量保证分析师与测试员
描述
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
原文语言：英语
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职业分类
软件开发工程师
描述
Use when executing implementation plans with independent tasks in the current session
原文语言：英语
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职业分类
其他计算机职业
描述
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
原文语言：英语
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职业分类
软件开发工程师
描述
Use when you have a spec or requirements for a multi-step task, before touching code
原文语言：英语
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职业分类
其他计算机职业
描述
Use when creating new skills, editing existing skills, or verifying skills work before deployment
原文语言：英语
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职业分类
其他高等院校教师
描述
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify…
原文语言：英语
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职业分类
数据科学家
描述
Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so the results will actually be interpretable. Use whenever someone is planning a study, asks how to assign…
原文语言：英语
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职业分类
其他生物科学家
描述
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file…
原文语言：英语
更新
职业分类
其他生命科学家
描述
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework.…
原文语言：英语
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职业分类
其他高等院校教师
描述
Search 10 academic literature APIs for papers, preprints, citations, and open-access full text, and return results with reproducible provenance. Covers PubMed, PMC (full text), bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall.…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
原文语言：英语
更新
职业分类
其他生命科学家
描述
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding…
原文语言：英语
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职业分类
平面设计师
描述
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network…
原文语言：英语
更新
职业分类
其他生物科学家
描述
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates…
原文语言：英语
更新
职业分类
数据科学家
描述
Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or…
原文语言：英语
更新
职业分类
数据科学家
描述
Sample-size and statistical power calculations for planning studies. Use whenever someone asks "how many subjects/samples/replicates do I need", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample…
原文语言：英语
更新
已展示 20 / 20 个已收集 Skill。