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Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data...

Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package. Use when: (1) S...

Use when starting new projects with CMMI, adding CMMI to active development, preparing for audits, migrating tools, or f...

Use when defining nurture pacing, triggers, and suppression logic.

Adds post_construct and pre_destruct lifecycle hooks to injectable types. Use when initializing resources after construc...

Use when designing automation programs aligned to lifecycle stages, SLAs, and GTM objectives.

Design customer lifecycle marketing with automated email sequences and journeys

Liftera monorepo architecture patterns and best practices. Trigger: When making cross-app changes, adding new packages/a...

Liftera UI conventions: Gluestack UI + @acme/ui shared components. Trigger: When creating or modifying shared UI compone...

统一风格与一致性维护。在论文、PPT、图表、代码、项目文档之间保持术语一致、视觉风格一致、逻辑线索一致、创新点表述一致（常驻，所有任务后台生效）。避免同一项目在不同材料中出现说法不一致、指标名称不统一、图表风格混乱、创新点前后矛盾、方法名称...

Preprocessing and cleaning techniques for astronomical light curves. Use when preparing light curve data for period anal...

数据处理、数据质量分析与数据集构建。当用户需要清洗数据、处理缺失/异常值、特征工程、数据增强、划分数据集、评估数据质量，或需自建数据集（采集、标注规范、格式、说明文档、隐私合规、发布）时使用。在提 idea 前优先判断现有数据是否足以支撑研...

根据项目实际情况提出有潜力、有差异化、有亮点的研究 idea。当用户需要创新点、研究思路、提方案，或问"这个方向/数据能做什么"时使用。结合已有基础、数据条件、技术能力、时间周期、发表/竞赛/课题目标，说明为什么值得做、创新点、相对现有方法...

辅助软件著作权与专利申请。当用户需要做软著或专利材料时使用。软著：软件名称、功能说明、操作说明书、源代码整理、文档撰写、材料清单、流程、界面截图、功能模块说明、版本与完成日期。专利：判断是否可申发明/实用新型/外观，梳理技术问题、技术方案、...

上下文管理、记忆持久化与科研项目管理。当任务涉及长期项目、需要记住项目背景/进展/版本/偏好，或需要把项目拆成阶段任务时使用（常驻）。持续记住研究方向、已定 idea、数据、实验进度、论文/PPT/图表/代码版本、投稿记录、用户偏好、目标期...

Complete guide for Light Protocol on Solana - includes ZK Compression for rent-free compressed tokens and PDAs using zer...

Light 科研诚信与伦理全生命周期常驻红线门:在研究分诊、审批、采集、变更、分析、投稿、发布与出版后检查 学术不端/数据造假/统计自洽/结论夸大/幻觉与撤稿 引用/自我抄袭/隐私/版权/署名与 AI 披露/软著专利权属/论文工厂洗稿等风险...

对已确认可行的 idea 制定极其详细的研究方案、实验设计与执行规划。当用户的 idea 已通过 m04 审查、需要把 idea 拆成可执行可复现的完整科研流程时使用。覆盖研究目标、技术路线、数据流程、实验/消融/敏感性/鲁棒性/显著性检验...

Light 科研主线第 7 步·结果分析：不描述好坏、解释「为什么」，把每条结论**绑死到 claim + 证据强度**，并防 p-hacking。 何时用：实验跑完要解读结果 / 问「这些数说明什么」/ 要做显著性检验 + 效应量 + 置...

Step-by-step guide for adding new pages to the Yew frontend

Step-by-step guide for adding new OAuth integrations to Lightfriend

Step-by-step guide for modifying database schema using Diesel migrations

Run Lighthouse audits and implement performance, accessibility, and SEO fixes

Optimize web applications to achieve 95%+ Lighthouse scores across all categories. Use when optimizing performance, acce...

Use when optimizing website performance. Run Google Lighthouse audits via MCP to measure metrics, identify bottlenecks,...

Runs Google Lighthouse audits using Playwright for SEO, Performance, Accessibility, and Best Practices scoring. Supports...

The Lighthouse User Incubation framework allows product teams within large organizations to operate like "starups" by cr...

Complete Lightning Network lifecycle. Audits channels, routing, invoices. Plans capacity, executes rebalancing, verifies...

Salesforce Lightning Web Components Winter '26 and 2025 features

Use when implementing Lightning address functionality - provides complete patterns for resolving Lightning addresses to...

Use when implementing BOLT11 Lightning invoice decoding - provides complete patterns for decoding invoice amounts, valid...

Use when implementing a standalone Lightning wallet using Cashu mints - provides complete patterns for minting (receivin...

KINTSUGI deconvolution: True lightsheet PSF calculation to fix horizontal banding artifacts. Trigger: deconvolution arti...

Path-grounded multi-agent orchestration using the Liku directory hierarchy (skills.xml inheritance, todo.md + LikuErrors...

Use this skill when the user mentions LimaCharlie or wants to work with endpoint detection, cloud security monitoring, d...

Use this skill when new users want to get started with LimaCharlie, set up their first organization, or begin collecting...

Use this skill when users need interactive HTML reports, dashboards, charts, or visualizations for LimaCharlie data. You...

Provides comprehensive guidance for Lime ECharts including chart creation, configuration, data visualization, and intera...

Problem-solving strategies for limits in real analysis

Problem-solving strategies for limits colimits in category theory

Troubleshoot common Lindy AI errors and issues. Use when encountering errors, debugging agent failures, or resolving int...

Core Lindy workflow for automating tasks and scheduling agents. Use when setting up automated workflows, scheduling agen...

Comprehensive debugging toolkit for Lindy AI agents. Use when investigating complex issues, collecting diagnostics, or p...

Configure deployment pipelines for Lindy AI integrations. Use when deploying to production, setting up staging environme...

Configure enterprise role-based access control for Lindy AI. Use when setting up team permissions, managing access, or i...

Create a minimal working Lindy AI agent example. Use when starting a new Lindy integration, testing your setup, or learn...

Set up local development workflow for Lindy AI agents. Use when configuring local testing, hot reload, or development en...

Configure Lindy AI across development, staging, and production environments. Use when setting up multi-environment deplo...