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Build AI scientist systems using ToolUniverse Python SDK for scientific research. Use when users need to access 1000++ scientific tools through Python code, create scientific workflows, perform drug discovery, protein analysis, genomics analysis, literature research, or any computational biology task. Triggers include requests to use scientific tools programmatically, build research pipelines, analyze biological data, search literature, predict drug properties, or create AI-powered scientific workflows.
Design and implement scalable test automation frameworks with Page Object Model, fixtures, and reporting. Use for test framework, page object pattern, test architecture, test organization, and automation infrastructure.
This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.
Remove AI-writing patterns from French text and inject voice, personality, and soul. Use when editing, reviewing, rewriting, or cleaning up French content that reads like ChatGPT/Claude output. Humanize, humanise, déslopifier. Detects and fixes 27 patterns: AI vocabulary overuse (crucial, essentiel, notamment, par ailleurs, dans le paysage), anglicisms from English-first models (faire du sens, adresser un problème), copula avoidance, formulaic openings (À l'ère de, Dans le paysage actuel), superficial participle analyses (-ant), em dash overuse, redundant adjective doublets, rule of three, sycophantic tone, typographic tells (curly quotes instead of guillemets). Trigger on: humaniser, déslopifier, rendre plus humain, nettoyer le texte IA, enlever le slop, réécrire pour que ça sonne humain, make it sound human.
Apply Apple's 8 foundational design principles (from WWDC26) to review, critique, score, or generate UI/UX decisions. Use this skill whenever the user wants to evaluate a design, review a screen or flow, audit a feature for design quality, decide what to build or cut, check if a UI feels right, or think through how to design something for iPhone/Mac/Apple platforms. Also trigger when the user asks "is this good design?", "what's wrong with this UI?", "how should I design X?", or "review this from a design perspective." Don't wait for the user to explicitly say "Apple design principles" — invoke whenever the conversation is clearly about design quality, UX decisions, or product design critique.
Diagnose the release-please release pipeline, read-only. Preview the next version from the merged Conventional-Commit PR titles since the last tag (feat→minor, fix/perf/revert→patch, !/BREAKING→major; docs/chore/ci/refactor/ test/build/style→none), show the open release-please--branches--main PR and its required-check (🔬 Build & Lint) status, detect the recurring stale `autorelease: pending` stall on the last merged release PR (where release-please aborts and releases silently stop firing), and confirm tag-vs-version parity (does a v<package.json version> tag already exist, or is publishing pending — the release.yml version-vs-tag gate). Use when asked why a release didn't fire, what version would cut next, whether the release PR is green, whether the pipeline is stalled, or to check release health. Advisory only — it inspects post-merge main and changes nothing.
Generate AgentforcePlatformTracingSettings metadata to enable or disable Agentforce agent execution trace spans flowing to Data Cloud. Use this skill for any AgentforcePlatformTracingSettings metadata work. TRIGGER when: user mentions Agentforce tracing, agent trace spans, Data Cloud tracing, AgentforcePlatformTracingSettings, platform observability tracing, enable agent tracing, wants agent execution spans in Data Cloud, mentions .settings-meta.xml for AgentforcePlatformTracing, or asks about enabling observability for Agentforce agents. DO NOT TRIGGER when: user wants Platform Tracing for TraceSpanEvent (use platform-tracing-configure), wants to query or analyze existing agent trace data in Data Cloud (use agentforce-observe), wants Event Log Files or ELF configuration, wants Change Data Capture (use integration-eventing-cdc-configure), or wants ManagedEventSubscription (use integration-eventing-subscription-configure).
MUST activate when the project contains a uiBundles/*/src/ directory and the task involves creating or configuring a Custom Application for hosting a UI bundle in Lightning Experience. Use this skill when creating a CustomApplication metadata record to surface the UI bundle in the App Launcher. Activate when files matching applications/*.app-meta.xml exist and need modification, or when the user wants to expose their app via the Lightning App Launcher without a Digital Experience Site. Do NOT use platform-custom-application-generate for this — UI bundle apps do not use tabs, action overrides, or flexipages.
Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutation.
MPSTATS Ozon 俄罗斯站按俄语类目路径下钻该类目全部商品。返回每个 SKU 的销量、销售额、价格、评分、库存、周转、损失销售额等完整指标，支持多维数值筛选、排序、货币换算。用于类目爆款挖掘、蓝海洞察、类目排名分析、品牌格局观察。当用户提到 Ozon 类目下钻、Ozon 类目商品、Ozon 蓝海挖掘、Ozon 品类爆款、Ozon 类目排名、Ozon 子类目结构、Ozon 赛道 SKU、MPSTATS category, Ozon category drill-down, Russian marketplace niche, Ozon niche mining, Ozon subcategory bestseller 时触发此技能。即使用户未明确说"MPSTATS"，只要意图是按 Ozon 类目路径查看该类目下所有商品的销量/价格/排名表现，也应触发此技能。
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
This skill should be used when the user asks to "read emails", "send an email", "search gmail", "list messages", "check inbox", "manage labels", "find emails from", "check my calendar", "list events", "create an event", "schedule a meeting", "send styled email", "send markdown email", "create a draft", "draft an email", or mentions Gmail/Calendar operations. Provides Gmail and Google Calendar API integration.