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Configure and manage Field Service Lightning work orders: work types, work order line items, service appointments, status flow, and auto-creation via maintenance plans. NOT for choosing which technician gets the appointment (work rules, scheduling policies) — use admin/fsl-scheduling-policies. NOT for setting up the technicians, their skills or capacity — use admin/fsl-resource-management.
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Audit manufacturing predictive maintenance systems for OPC-UA/MQTT sensor data pipelines, time-series storage retention, ML model lifecycle (training-serving skew, drift detection, retraining triggers), MTBF/MTTF/MTTR reliability calculations, Weibull survival analysis.
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Analyze mining equipment maintenance systems including heavy fleet condition monitoring (oil analysis, vibration per ISO 17359/10816, thermal imaging), predictive analytics with Weibull reliability modeling and remaining useful life estimation.
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Maintenance for agent-flow context. Runs /doctor, /sync-context, /audit-risk, /repair-docs, /garden, /debt and /audit-lean; re-verifies context claims against the code before refreshing timestamps; turns repeated agent mistakes into mechanical checks. Use on a schedule, after merges flagged [CONTEXT_STALE], or when asked whether AGENTS.md is stale or the risk baseline needs review.
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Runs macOS upkeep: Homebrew update and upgrade, pulling clean git repositories, and emptying the Trash. Use when asked for Mac cleanup, maintenance, or a refresh of packages and repos.
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METAINFORMANT rules for directory scripts/maintenance. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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Pause and restart Estuary connectors by disabling and re-enabling shards via flowctl. Use when temporarily stopping a connector, performing source/destination maintenance, or forcing a fresh restart to clear transient errors or load updated configs immediately. Use when user says "pause connector", "stop connector", "restart connector", "disable connector", "enable connector", "re-enable task", "disable shards", "stop my capture", "stop my materialization", "disable my materialization", "force restart connector", "connector maintenance", "temporarily stop processing", "shards disable true", "enable shards", "resume connector", or "unpause connector".
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Create safe Linux server patching and Docker update plans. Use when the user asks to update, patch, or upgrade Linux servers, check maintenance readiness, plan package updates, plan Docker Compose refreshes, or coordinate multi-host maintenance. The bundled helper is plan-only; PatchMon API execution is unavailable until a tested Python client is added.
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Use when working with Atlassian Statuspage — atlassian Statuspage management, component monitoring, incident communication, scheduled maintenance, and subscriber notifications. Covers page configuration, component group management, incident lifecycle, metric tracking, and uptime reporting. Use when managing public or private status pages, communicating outages, scheduling maintenance, or reviewing component uptime in Atlassian Statuspage.
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Digital Twin Specialist IA — Expert en jumeaux numériques (IoT sensors, simulation, predictive maintenance, Unity/Unreal)
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Asset Management Specialist IA — Expert en gestion d'actifs (inventory, depreciation, maintenance scheduling, barcodes)
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Triage and fix Dependabot alerts and CodeQL findings in the ai repository. Use when the user asks to address security vulnerabilities, fix Dependabot alerts, resolve CodeQL issues, or do security maintenance.
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运用ClawSweeper维护机器人检查OpenClaw的Issue和PR，查看报告、创建修复任务、调查GitHub Actions失败，并按授权和验证条件自动修复或合并。
根据X和LinkedIn上的人脉，评估通往目标人物或企业的引荐路径。综合路径远近、目标相关性和关系强度，整理值得求助的联系人、有条件可用的路径及人脉缺口。
在实现新功能前，调查项目现有代码、npm与PyPI软件包、MCP servers等方案，比较功能、维护、许可和依赖，帮助决定直接采用、扩展、组合还是自行开发。
在应用前检查路由器和交换机配置，识别危险命令、重复IP地址、子网范围重叠、未定义的引用及管理访问问题，为配置审核提供依据。
Find Laravel packages for specific features through LaraPlugins.io MCP, a connection to its package search tools. Check maintenance indicators, release history, and Laravel/PHP compatibility to compare candidates before adding a package to a project.
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使用hf命令查找、下载和上传Hugging Face Hub上的模型与数据集，并管理仓库、运行环境和本地缓存，支持通过JSON输出实现自动化。
依据按编程语言分类的资料，协助开发和维护Claude应用。涵盖官方SDK调用、工具集成、模型迁移、费用检查、提示词审查和评估流程。
检查重复、缺乏实质验证或依赖内部实现的测试，逐项确认删除依据与保留的替代测试，在保留问题复发检测能力的前提下，合并、修复或删除测试。
检查 LLM Wiki 的页面矛盾、过时内容、失效链接和来源不足等问题，不自动修改正文，而是按严重程度列出问题、证据和修正建议。
将近期git历史与README、规格和产品文档对照，查找遗漏功能及过时说明，以最少的事实性修改修正偏差，保留原有文风和结构，并整理为供审核的PR。
根据近期代码和功能变更，找出文档说明与实际行为的差异，仅更新相关资料和使用示例，并整理以用户影响为重点的发布说明。
审查运行缓慢、不稳定或重复的测试，结合其保护的行为与执行、维护负担，判断应增加、合并还是删除测试，并选择适合修改范围的验证。