zuoguyoupan2023
- 573 skills
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- 10 hours ago last updated
- ▌ Lead Import · zuoguyoupan2023Import leads into CRM. Use when: loading leads from forms, CSV, or manual entry with deduplication and scoring.
- ▌ Loop Detect · zuoguyoupan2023Identify and model growth loops. Use when: detecting viral, content, or paid loops, modeling effectiveness, proposing new loops.
- ▌ Prompt Test · zuoguyoupan2023A/B test content variations. Use when: comparing quality scores across prompt approaches, headline styles, or content versions.
- ▌ Send Report · zuoguyoupan2023Deliver performance reports. Use when: sending KPI summaries via Slack, email, or Google Sheets with analysis.
- ▌ Sop Library · zuoguyoupan2023Manage agency SOPs. Use when: creating, assigning, versioning, or auditing standard operating procedures.
- ▌ Sync Memory · zuoguyoupan2023Batch sync session learnings to memory. Use when: persisting campaign insights and performance history across sessions.
- ▌ Team Assign · zuoguyoupan2023Assign tasks to team members. Use when: distributing work by role, expertise, and capacity, or managing workloads.
- ▌ Generate Image · zuoguyoupan2023 bundleGenerate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
- ▌ Launchdarkly Flag Create · zuoguyoupan2023 bundleCreate and configure LaunchDarkly feature flags in a way that fits the existing codebase. Use when the user wants to create a new flag, wrap code in a flag, add a feature toggle, or set up an experiment. Guides exploration of existing patterns before creating.
- ▌ Azure Eventhub Rust · zuoguyoupan2023Azure Event Hubs library for Rust. Send and receive events for streaming data ingestion and batch processing. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust", "eventhub rust".
- ▌ Vss Generate Video Calibration · zuoguyoupan2023 bundleUse to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, and to deploy vss-auto-calibration when needed. Not for non-AMC calibration or runtime analytics.
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- ▌ Wiki Log · zuoguyoupan2023Show recent entries from the LLM Wiki log (wiki/log.md). Uses the standardized
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- ▌ Setup Gbrain · zuoguyoupan2023Set up gbrain for this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust policy. (gstack)
- ▌ Ontology Explorer · zuoguyoupan2023 bundleParse, navigate, and query materials science ontology structures — browse class hierarchies, inspect individual classes and their properties, look up object and data property definitions with domain/range, search for ontology terms by keyword, and parse or summarize raw OWL/XML files. Supports the OCDO ecosystem (CMSO, ASMO, CDCO, PODO, PLDO, LDO). Use when exploring what classes or properties an ontology provides, finding the right CMSO term for a crystal structure or simulation concept, understanding parent-child class relationships, or onboarding to an unfamiliar materials ontology, even if the user only says "what ontology terms describe my FCC copper simulation" or "show me the CMSO class hierarchy."
- ▌ Physical AI Video Data Augmentation · zuoguyoupan2023 bundleUse when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. Trigger keywords: video data augmentation, data enrichment, auto labeling, VDA demo, OSMO workflow, pseudo labeling.
- ▌ Exceljs Formula Recalc · zuoguyoupan2023Recalculate formula outputs for ExcelJS workbook flows in Node.js after agents or services edit cells.
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- ▌ Speech Engine · zuoguyoupan2023 bundleAdd real-time voice conversations to a custom agent runtime with ElevenLabs Speech Engine. Use when building Speech Engine servers, WebSocket handlers, WebRTC browser clients, conversation token endpoints, interruption-aware streaming responses, or voice-enabled chat agents that connect developer-owned server logic to ElevenLabs speech-to-text and text-to-speech.
- ▌ Document Generate · zuoguyoupan2023Generate missing documentation from scratch for a feature, module, or entire project. (gstack)
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- ▌ Recipe Front Design · zuoguyoupan2023Execute from codebase analysis to frontend design document creation
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- ▌ Gateguard · zuoguyoupan2023强制事实的门控,阻止编辑/写入/Bash(包括MultiEdit),并要求在允许操作之前进行具体调查(导入器、数据模式、用户指令)。与无门控代理相比,可测量地将输出质量提高2.25分。
- ▌ Plugin Audit · zuoguyoupan2023Comprehensive audit pipeline for skills, plugins, agents, and commands. Validates structure, quality, security, marketplace compliance, cross-platform compatibility, and ecosystem integration. Runs all built-in validation tools, invokes domain-appropriate agents for code review, and produces a pass/fail gate report. Usage: /plugin-audit <skill-path>
- ▌ Ra Qm Skills · zuoguyoupan202312 regulatory & QM agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO, risk management (ISO 14971), CAPA, document control, auditing. Python tools (stdlib-only).
- ▌ About · zuoguyoupan2023Provides information about the bitwize-music plugin, its version, and its creator. Use when the user asks about the plugin, its purpose, version, or capabilities.
- ▌ Setup · zuoguyoupan2023Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
- ▌ Clickhouse JS Node Coding · zuoguyoupan2023Write idiomatic application code with the ClickHouse Node.js client (`@clickhouse/client`). Use this skill whenever a user is *building* against the Node.js client — configuring the client, pinging, inserting rows in JSON or raw formats, selecting and parsing results, binding query parameters, managing sessions and temporary tables, working with data types or customizing JSON parsing. Do NOT use for browser/Web client code.
- ▌ Observability Edot Java Instrument · zuoguyoupan2023Instrument a Java application with the Elastic Distribution of OpenTelemetry (EDOT) Java agent for automatic tracing, metrics, and logs. Use when adding observability to a Java service that has no existing APM agent.
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- ▌ Agent Platform Eval Flywheel · zuoguyoupan2023 bundleMeasure and improve the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or writing evaluation metrics, analyzing failures, comparing results before and after a fix, or when guidance is needed on Agent Platform eval methodology — including dataset schema, LLM-as-judge scoring, and common failure causes. For fine-tuning, use agent-platform-tuning. For deployment, use agent-platform-deploy.
- ▌ Churn Risk · zuoguyoupan2023Assess customer churn risk. Use when: churn scoring, at-risk segment identification, intervention playbook generation.
- ▌ Vss Deploy Detection Tracking 3d · zuoguyoupan2023 bundleDeploy and operate the RTVI-CV-3D stack (also known as MV3DT, Multi-View 3D Tracking, or RTVI-CV-MV3DT) — per-camera DeepStream perception plus BEV Fusion over multiple calibrated cameras. Applies to requests such as "deploy RTVI-CV-3D", "deploy rtvi-cv-3d", "deploy MV3DT", "deploy multi-view 3D tracking", "deploy rtvi-cv-mv3dt", "enable multi-camera tracking", "enable multi camera tracking", "set up multi-camera tracking", "multi-camera tracking", "run RTVI-CV-3D on my videos", "run MV3DT on my videos", "run RTVI-CV-3D / MV3DT on RTSP", "run on the sample dataset", "set up 3D tracking", or provides a 4-camera warehouse video/RTSP set. Routes between sample-data, custom-videos, and custom-RTSP flows; auto-chains to `vss-generate-video-calibration` when calibration data is missing. Not for the full warehouse blueprint with agents / LLM / VLM (use `vss-deploy-profile`) or 2D single-camera detection (use `vss-deploy-detection-tracking-2d`).
- ▌ XLSX Formula Recalc · zuoguyoupan2023Recalculate XLSX formula outputs in Node.js after cell edits without opening Excel, LibreOffice, or browser automation.
- ▌ Coding Principles · zuoguyoupan2023 bundleLanguage-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
- ▌ Frontend AI Guide · zuoguyoupan2023Frontend-specific technical decision criteria, anti-patterns, debugging techniques, and quality check workflow. Use when making frontend technical decisions or performing quality assurance.
- ▌ Recipe Front Plan · zuoguyoupan2023Create frontend work plan from design document and obtain plan approval
- ▌ Recipe Update Doc · zuoguyoupan2023Update existing design documents (Design Doc / PRD / ADR) with review
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- ▌ Wiki Query · zuoguyoupan2023Query the LLM Wiki — reads index.md first, drills into 3-10 relevant pages, synthesizes an answer with inline [[wikilink]] citations, and offers to file the answer back as a new comparison or synthesis page. Usage /wiki-query "<question>"
- ▌ Skill Creator · zuoguyoupan2023 bundleGuide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
- ▌ Pkulaw MCP Case Memo · zuoguyoupan2023类案检索报告与办案备忘工作流,用于把案例检索压缩成可讨论、可转发、可复核的备忘文本,包含案例样本、案号核验与链接增强。Use when:律师、争议解决团队或合规调查团队需要快速形成“类案要点 + 可核验线索 + 交付版备忘”的标准产物。NOT for:仅要单条案例原文、仅做案例列表罗列、或不需要对比分析的场景。要求关键信息必须可追溯到当次 MCP 返回,避免无依据的裁判倾向推断。
- ▌ Pkulaw MCP Installer · zuoguyoupan2023 bundle一键安装/配置北大法宝(pkulaw.com)MCP 服务。当用户需要安装北大法宝 MCP、配置 pkulaw MCP、给新设备/新用户配置北大法宝法律检索工具时使用此技能。必须保护用户 Token,不在聊天、日志或公开仓库中写入真实凭证。触发词:安装北大法宝MCP、配置pkulaw、北大法宝一键安装、pkulaw setup、MCP安装。
- ▌ Digital Pr · zuoguyoupan2023Plan digital PR campaigns. Use when: pitching journalists, HARO responses, thought leadership, or E-E-A-T building.
- ▌ Eval Suite · zuoguyoupan2023Batch evaluate multiple content pieces. Use when: scoring a content library, campaign assets, or deliverable set.
- ▌ Latex Posters · zuoguyoupan2023 bundleCreate professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
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- ▌ Pkulaw MCP Case Retrieval · zuoguyoupan2023检索司法案例与裁判文书资料。当前本机只订阅 `case-keyword`(检索司法案例-关键词),不得假定 `case-semantic`、`case-number` 等旧 MCP 可用。Use when:用户明确要找类案、裁判样本、裁判文书线索,或希望围绕一个争议问题先看法院如何处理。NOT for:法规检索、已知法条的精准全文查询、案号识别溯源、以及未经过检索就直接概括“法院通常怎么判”的任务。须已配置并订阅法宝 MCP;禁止无检索依据编造案号、法院名称、裁判日期或裁判要旨。
- ▌ Pkulaw MCP Fatiao Precise · zuoguyoupan2023精准查找法条,用于在已知法规名称与条号的前提下取回条文原文或可回源的条文内容。Use when:用户已经明确给出法规名称和条号,希望核对条文原文、脚注引用或文书引注。NOT for:模糊主题检索、从长文本自动识别法条、案例检索。要求必须基于当次 MCP 返回作答,禁止编造条文、条号或补写未返回内容。
- ▌ Pkulaw MCP Legal Research · zuoguyoupan2023北大法宝原生 MCP 的总路由法律研究 Skill。当前本机已配置三个 MCP:`law-keyword`(检索法律法规-关键词)、`fatiao`(精准查找法条-关键词)和 `case-keyword`(检索司法案例-关键词);不得假定案号识别、引用核验、超链、语义检索等旧 MCP 可用。Use when:用户只说“帮我查法律依据/案例”,但尚未明确该走法规关键词、精准法条还是案例关键词;或你需要在原生 MCP 能力之间分流。NOT for:网页端登录、网页详情页点击、复制详情页 URL、机构/IP 登录核验;这些应转用户自建的 `pkulaw-legal-search` 网页/Computer Use 流程。须已配置并订阅北大法宝 MCP;禁止无检索依据编造法条、案号、裁判要点或引用结论。
- ▌ Pkulaw MCP Semantic Nlsql · zuoguyoupan2023使用 `semantic-nlsql` 做跨库语义检索与综合法律资料召回。Use when:用户问题同时跨法规、案例、法条或多类材料,希望先用一次自然语言检索拿到综合候选结果。NOT for:只查单一法规、只查单一案例、已知法规名加条号的精准查询,以及未完成 `serverPaths.semantic-nlsql` 配置的环境。必须先确认实例路径可用;未配置时只能提示配置与替代方案,不得伪造结果。
- ▌ Earth2studio Deterministic Forecast · zuoguyoupan2023Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
- ▌ Physical AI Defect Image Generation · zuoguyoupan2023 bundleUse when the user wants to orchestrate defect image generation, run associated setup, or handle outputs on OSMO. The Day 0 path handles cold-start with USD-to-ROI, image-edit augmentation, and AnomalyGen to create initial PCBA datasets. The Day 1 path performs inference and labeling on real images. This skill helps with first-time asset setup, creation of finetuning checkpoints, and configuring deployment. Trigger keywords: defect image generation, dig workflow, dig pipeline, defect image detection workflow, aoi pipeline, aoi anomalygen, usd2roi anomalygen, day 0 pcba, day 1 pcba, day 1 real-photo alignment, day 1 manual roi, metal surface anomaly, glass defect, anomalygen finetune, setup_pcb, setup_metal, setup_glass, setup_pretrained, dig setup, dig datasets, dig pretrained checkpoint, dig image-edit endpoint.
- ▌ Aeo Geo · zuoguyoupan2023Optimize AI engine visibility. Use when: AEO/GEO strategy, citation optimization, entity consistency across AI platforms.
- ▌ Connect · zuoguyoupan2023Set up an MCP connector. Use when: connecting Google Ads, Salesforce, Mailchimp, or any service to the plugin.
- ▌ What If · zuoguyoupan2023Compare budget scenarios side-by-side. Use when: testing 2-4 allocation variants with projected outcomes.
- ▌ Etetoolkit · zuoguyoupan2023 bundlePhylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.
- ▌ PPTX Posters · zuoguyoupan2023 bundleCreate research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides modern web-based poster design with responsive layouts and easy visual integration.
- ▌ Scikit Learn · zuoguyoupan2023 bundleMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
- ▌ Snippets · zuoguyoupan2023Create and manage prompt snippets — reusable text blocks referenced inside config variation prompts. Keeps common instructions, personas, and guardrails consistent across multiple configs.
- ▌ First Flag · zuoguyoupan2023Create a boolean first flag, add evaluation, toggle on/off for end-to-end proof. Parent onboarding Step 6; uses MCP, API, or ldcli; optional flag-create skill.
- ▌ Azure Cosmos Rust · zuoguyoupan2023Azure Cosmos DB library for Rust (NoSQL API). Document CRUD, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "document crud rust", "NoSQL rust", "partition key rust".
- ▌ Legal Citation Automator · zuoguyoupan2023 bundle法学脚注 DOCX 执行器。用于把已经由 legal-citation-comprehensive 诊断、补全或确认过的法学引注插入 Word 文档,并进行 Word/WPS 脚注结构兼容性检查。适用于自动添加脚注、批量脚注修复、DOCX footnotes.xml 处理、脚注编号检查、脚注引用标记插入。不要把它当作引注规则大脑;复杂引注规则必须先交给 legal-citation-comprehensive。
- ▌ Pkulaw MCP Law Retrieval · zuoguyoupan2023北大法宝原生 MCP 的法规/精准法条检索 Skill。当前本机已配置 `law-keyword`(检索法律法规-关键词)和 `fatiao`(精准查找法条-关键词),不得假定 `law-semantic`、`law-recognition` 等旧 MCP 可用。Use when:用户明确要找法规、规范性文件、司法解释、配套依据,或希望围绕一个法律问题先找相关法规材料;若已知法规名加条号,需要优先走精准法条。NOT for:案例检索、案号识别、网页端登录、网页详情页点击、复制网页 URL;网页兜底应转用户自建的 `pkulaw-legal-search`。须已配置并订阅法宝 MCP;禁止无检索依据编造法规名称、文号、条号或效力状态。
- ▌ Cuopt Numerical Optimization API C · zuoguyoupan2023 bundleLP, MILP, and QP (beta) with cuOpt — C API only. Use when the user is embedding LP, MILP, or QP in C/C++.
- ▌ Recipe Front Adjust · zuoguyoupan2023Adjust an already-implemented UI in-session with verification against the design source
- ▌ Seaborn · zuoguyoupan2023 bundleStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
- ▌ Configs Targeting · zuoguyoupan2023Configure config targeting rules to control which variations serve to different users. Enable percentage rollouts, attribute-based rules, segment targeting, and guarded rollouts.
- ▌ Legal Toa Formatter · zuoguyoupan2023 bundle格式化法律文书中 Table of Authorities (TOA) 条目的点号填充对齐。当用户需要修改TOA条目格式、统一条目样式(Cases/Statutes/Other Authorities)、将所有条目修改为与第一行相同格式时触发。关键词:TOA、Table of Authorities、点号对齐、法律文书格式、证据目录格式。
- ▌ Pkulaw Legal Search · zuoguyoupan2023用户自建的北大法宝(pkulaw.com)网页/Computer Use 检索入口与兜底流程。用于 MCP 结果不足、需要登录网页详情页、需要复制/核验 URL、需要 IP/机构登录状态、或需要像人一样操作北大法宝网页时。当前本机也已配置三个北大法宝 MCP:检索法律法规-关键词、精准查找法条-关键词、检索司法案例-关键词;能用 MCP 时先用 MCP,网页/Computer Use 负责补查和核验。不要把本 skill 视为可被原生 MCP skill 替代的重复项。
- ▌ Nemoclaw User Monitor Sandbox · zuoguyoupan2023Inspects sandbox health, traces agent behavior, and diagnoses problems. Use when monitoring a running sandbox, debugging agent issues, or checking sandbox logs. Trigger keywords - monitor nemoclaw sandbox, debug nemoclaw agent issues.
- ▌ Vss Setup Video Analytics API · zuoguyoupan2023 bundleUse to deploy the vss-video-analytics-api REST service standalone (config-source, data-log bind, Elasticsearch, optional Kafka). Not for full warehouse deploy.
- ▌ Test Implement · zuoguyoupan2023 bundleTest implementation patterns and conventions. Use when implementing unit tests, integration tests, or E2E tests, including RTL+Vitest+MSW component testing and Playwright E2E testing.
- ▌ Claude Memory Kit · zuoguyoupan2023Persistent memory for Claude Code agents with an agent-audit-ritual architecture. User only talks; agent captures, audits, proposes promotions, and writes. Four layers — daily logs, hot cache (MEMORY.md), role-based reference skills (Anthropic-native, user-invocable: false), canonical rules. /close-day runs the audit ritual at end of day. Multi-project isolation via projects/<name>/. Zero external dependencies.
- ▌ Close Day · zuoguyoupan2023End-of-day audit ritual — synthesize sessions into daily log, audit patterns against MEMORY.md and existing concepts/rules, propose promotions verbally, write approved patches
- ▌ Flux Best Practices · zuoguyoupan2023Comprehensive guide for BFL FLUX image generation models. Covers prompting, T2I, I2I, structured JSON, hex colors, typography, multi-reference editing, and model-specific best practices for FLUX.2 and FLUX.1 families.
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- ▌ Sync Gbrain · zuoguyoupan2023Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. Wraps the gstack-gbrain-sync orchestrator with state (gstack)
- ▌ Gemini Interactions API · zuoguyoupan2023Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.
- ▌ Exa Search · zuoguyoupan2023 bundleWeb toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.
- ▌ Pacsomatic · zuoguyoupan2023 bundleOperator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare reproducible Nextflow launch artifacts, run locally or submit to schedulers (LSF/Slurm/PBS/SGE), and triage execution failures. Triggers on requests to run pacsomatic, prepare launch commands/scripts, perform dry-run checks, or troubleshoot pipeline startup and scheduler submission errors.
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- ▌ How To Write Component · zuoguyoupan2023React/TypeScript component style guide. Use when writing, refactoring, or reviewing React components, especially around props typing, state boundaries, shared local state with Jotai atoms, API types, query/mutation contracts, navigation, memoization, wrappers, and empty-state handling.
- ▌ Image Gen · zuoguyoupan2023 bundleGenerate AI images from text prompts. Triggers on: "生成图片", "画一张", "AI图", "generate image", "配图", "create picture", "draw", "visualize", "generate an image".
- ▌ Listenhub · zuoguyoupan2023ListenHub CLI skills router. Routes to the correct skill based on user intent. Triggers on: "make a podcast", "explainer video", "read aloud", "TTS", "generate image", "generate video", "做播客", "解说视频", "朗读", "生成图片", "生成视频", "幻灯片", "slides", "音乐", "music", "generate music", "翻唱", "cover song", "parse URL", "解析链接", "提取内容".
- ▌ Video Gen · zuoguyoupan2023 bundleGenerate AI videos from text prompts or reference materials. Supports HappyHorse and SeeDance models. Triggers on: "生成视频", "做视频", "video generation", "text to video", "create video", "视频生成", "视频编辑", "video edit".
- ▌ Pkulaw MCP Case Number · zuoguyoupan2023案号识别与溯源,用于从文书、备忘、聊天记录或其他长文本中提取案号并回源案件线索。Use when:用户已经有一段文本,想识别其中的案号、批量抽取案号,或核查案号对应案件信息。NOT for:按争议主题检索案例、法条识别、法规主题检索。要求不得编造案号、法院名称与日期,全部基于当次 MCP 返回。
- ▌ Vss Deploy Detection Tracking 2d · zuoguyoupan2023 bundleUse to deploy, run, debug, or tear down the RTVI-CV 2D detection / tracking microservice and call its REST API. Not for VLM, embedding, or analytics — use the matching vss-* skill.
- ▌ Check · zuoguyoupan2023Run the unified pre-publish quality gate on marketing content — hallucination detection, claim verification, brand voice scoring, structure validation. Use before publishing any marketing copy.
- ▌ Deepchem · zuoguyoupan2023 bundleMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.
- ▌ Networkx · zuoguyoupan2023 bundleComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
- ▌ Nextflow · zuoguyoupan2023 bundleBuild, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (Docker, Singularity/Apptainer, Conda, Wave), scale a workflow to HPC/SLURM or cloud (AWS Batch, Google Batch, Azure, Kubernetes), or debug a failed/-resume run. Make sure to use this skill for any reproducible scientific/bioinformatics workflow work even if the user does not say the word "Nextflow", and for authoring nf-core-compliant pipelines, modules, configs, and linting.
- ▌ Pydeseq2 · zuoguyoupan2023 bundleDifferential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.
- ▌ Configs Variations · zuoguyoupan2023Experiment with configs by creating and managing variations. Helps you test different models, prompts, and parameters to find what works best through systematic experimentation.
- ▌ Apply · zuoguyoupan2023Apply LaunchDarkly SDK onboarding: install dependency (or dual-SDK pair), configure env and secrets with consent, add init at entrypoint(s), verify compile. Nested under sdk-install; next is run.