Linting
Code linting and formatting
scikit-bio
by Victory-Hugo
生物数据工具包。序列分析、比对、系统发育树、多样性度量(alpha/beta, UniFrac)、排序(PCoA)、PERMANOVA、FASTA/Newick I/O，用于微生物组分析。
scientific-writing
by Victory-Hugo
"深度科研研究与写作工具的核心技能。用于撰写科学论文，采用完整段落形式（不使用项目符号列表）。采用两阶段流程：（1）使用 research-lookup 创建包含关键要点的章节大纲；（2）将大纲转换为连贯的学术行文。遵循 IMRAD 结构，支持引用格式（APA / AMA / Vancouver）、图表整合以及报告规范（CONSORT / STROBE / PRISMA），适用于科研论文与期刊投稿。"
gpui
by AprilNEA
GPUI UI framework best practices for building desktop applications. Use when writing GPUI code, creating UI components, handling state/events, async tasks, animations, lists, forms, testing, or working with Zed-style Rust GUI code.
architecting-nextjs
by oNo500
提供 Next.js 15 + React 19 架构指导，基于 Bulletproof React 模式。在创建新项目、组织代码结构、设置开发规范时使用此技能。
drawio-diagram
by ntaksh42
"Create and open Draw.io diagrams from XML, CSV, or Mermaid syntax. Use when creating architecture diagrams, flowcharts, sequence diagrams, ER diagrams, org charts, or network diagrams."
config-generate
by manastalukdar
Generate configuration files for development tools
writing-clearly-and-concisely
by rakaadi
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.
current-date
by melodic-software
Gets, checks, and verifies the current UTC date and time for unambiguous temporal reference. Use when starting tasks, verifying temporal context, ensuring date awareness before time-sensitive operations, or when incorrect date assumptions are detected.
academic-research-writer
by endigo
Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.
scientific-visualization
by Victory-Hugo
用于生成可投稿级别图件的元技能。当需要创建期刊投稿图（如多面板布局、显著性标注、误差条、色盲友好配色，以及符合特定期刊格式要求，如 Nature、Science、Cell）时使用。该技能可统筹调用 matplotlib / seaborn / plotly 并应用投稿级绘图风格。若仅用于快速探索性分析，直接使用 seaborn 或 plotly 即可。
format
by manastalukdar
Auto-detect and apply code formatting using project's configured formatter
svg-logo-creator
by kbravh
Create professional SVG logos from concept briefs or descriptions. Use when generating SVG logo files, creating logo variations (horizontal, vertical, icon-only), or implementing logo designs. Triggers on "create SVG logo," "generate logo," "make a logo," "logo SVG," "design a logo," or when given a logo concept brief from logo-ideation.
diagram-renderer
by famaoai-creator
Converts diagram code (Mermaid, PlantUML) into image files (PNG/SVG). Useful for visualizing text-based architecture diagrams, flowcharts, and sequence diagrams.
complexity-reduce
by manastalukdar
Reduce cyclomatic complexity with targeted refactoring strategies
apex-development
by david-sfdev
Expert guidance for Apex development on Salesforce Platform following NimbleUser style guide standards. Use this skill when working with Apex classes, triggers, test classes, or when the user mentions Salesforce Apex, .cls files, .trigger files, or Apex-specific concepts like SOQL, DML, governor limits, or test coverage.
spark-basics
by timequity
PySpark fundamentals for distributed data processing.
coding-guidelines-gen
by Nymbo
Generate nested AGENTS.md coding guidelines per module (monorepo-aware), detect languages/tooling, ask architecture preferences, and set up missing formatters/linters (Spotless for JVM).
research-paper-writer
by auldsyababua
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
learning-capture
by kevinslin
Extract and consolidate key learnings, insights, and actionable takeaways from the current conversation session. Use when the user wants to capture, summarize, or document what was learned during the chat, create study materials from discussions, or save important discoveries and decisions for future reference. Triggers include requests like "capture learnings," "summarize what we discussed," "create notes from this conversation," "what did I learn today," or "document our key findings."
coding-guidelines-verify
by Nymbo
"Verify changes follow nearest-scoped AGENTS.md rules: group changed files by nested scope, auto-fix formatting, run lint/tests, and report violations."
agents-md
by Nymbo
Create or update root and nested AGENTS.md files that document scoped conventions, monorepo module maps, cross-domain workflows, and (optionally) per-module feature maps (feature -> paths, entrypoints, tests, docs). Use when the user asks for AGENTS.md, nested agent instructions, or a module/feature map.
prompt-engineering
by eyadsibai
Use when "writing prompts", "prompt optimization", "few-shot learning", "chain of thought", or asking about "RAG systems", "agent workflows", "LLM integration", "prompt templates"
frontend-init
by lidessen
Initialize frontend projects with opinionated modern toolchain - Bun (package manager), Oxfmt (formatter), Oxlint (linter), tsdown (npm bundler), tsgo (type checker). Use when creating new frontend/TypeScript projects, setting up project tooling, or mentions "init project", "new frontend", "setup tooling".
lint-format
by 1Mangesh1
Linting and formatting setup with ESLint, Prettier, Ruff, Black, and EditorConfig. Use when user asks to "set up linting", "configure ESLint", "add Prettier", "format code", "set up Ruff", "fix lint errors", "add editorconfig", or any code quality tooling tasks.