Skill rating

Professional pharmaceutical CSV analysis with regulatory compliance, OOS/OOT detection, stability trending, and GMP-compliant reporting. Use for batch records analysis, stability studies, QC data vali

Clinical quality management, patient safety, and continuous improvement for UAE clinics. Trigger on: "clinic quality", "quality improvement", "patient safety", "root cause analysis", "PDSA cycle", "cl

Turn an inbound B2B manufacturing RFQ / sourcing inquiry into three artifacts: a structured spec sheet, a missing-information clarification checklist, and a professional English reply draft — WITHOUT

Use this skill whenever an APS (production scheduling) agent needs to interact with a local filesystem-based knowledge base. Triggers include: reading or searching APS rules, loading client memory or

Use this skill when a quality engineer, manufacturing engineer, or APQP / PPAP lead at an automotive, aerospace, or medical-device supplier needs to draft a Process FMEA aligned to the AIAG-VDA seven-

Senior automotive parts quality analysis expert skill. Use when analyzing quality issues, failure modes, 8D reports, SPC data, PPAP documents, or any automotive quality-related work. Triggers on: qual

Pre-production assistant for filmmakers. Generates script breakdowns, shot lists, call sheets, production schedules, and budget estimates from scene descriptions. Built by a working film director with

AI-powered manufacturing knowledge management. Search work orders, quality inspections, production schedules, and equipment maintenance records with structured extraction.

Submit manufacturing requests (OEM/ODM) to Genichi Tool Co., Ltd. Use when the user needs physical product manufacturing, CNC machining, forging, OEM/ODM production, hand tool manufacturing, or custom

Use when planning a vegetable garden, deciding when to start seeds indoors versus direct-sowing, scheduling succession plantings, sizing seed trays and transplant dates, or figuring out what can still

Use when calculating CNC speeds and feeds, selecting cutting tools, referencing G-code commands, looking up material cutting data, or computing machining parameters.

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers

BOM (bill of materials) vulnerability scanner that parses 8 lockfile formats, matches versions against an OSV-verified advisory database, and emits provenance-stamped findings. Use when auditing depen

Generate, regenerate, and validate 2D DXF drawings from Python ezdxf sources. Use for DXF files, gen_dxf() sources, 2D profiles, outlines, templates, gaskets, panels, flat patterns, laser/plasma/water

Just-In-Time production reference — pull systems, kanban, takt time, inventory reduction. Use when implementing JIT manufacturing, designing pull-based workflows, or reducing inventory waste.

Internal operations agent for the purchasing→manufacturing→shipping side of the Odoo ERP, over the `drivethru_mcp` MCP server. Use whenever the user asks about purchase orders, RFQs, vendors, receipts

CNC智能报价系统 - 基于RAG的制造零件报价工具。支持材料检索、成本估算、风险预警。Use when user needs CNC part quoting, manufacturing cost estimation, or knowledge base retrieval.

Use when you need to repair broken metal tools, equipment, or structures; fabricate custom parts for home, farm, vehicle, or gig-work setups; or build from scrap in resource-scarce or post-AI unstable

Build dated store PA announcement reads for one campaign window: open, promo, flash, and close. This in-store announcement pack and retail PA voice studio records store promo voice lines you can play

FDE skill for industrial AI deployment: scenario diagnosis, data governance, solution design, POC-to-scale methodology, ROI quantification. Covers predictive maintenance, visual inspection, process op

Use when generating computer system validation (CSV) documentation for pharmaceutical and medical device industries, including validation plans, URS, FS, IQ/OQ/PQ documents, and traceability matrices.

Factory edition of iaiops — discrete-manufacturing lines: OPC-UA, Modbus-TCP/RTU, Siemens S7comm (S7-300/400/1200/1500), Mitsubishi MC/MELSEC, Omron FINS (CS/CJ/CP/NX), Allen-Bradley EtherNet/IP (Cont

Review a bill of materials for cost, risk, and supply exposure — cost rollup, top-10 cost drivers, single-source and EOL risk, MOQ vs forecast mismatch, cost-down candidates, and tariff/logistics sens

Use the local kalshi CLI for bounded Kalshi series and market research, keyword discovery, fixed-point portfolio and candlestick reads, order reconciliation, and explicitly confirmed demo or productio

GxP合规检查与供应商问卷分析Skill。当需要分析、评估、检查以下主题时触发： (1) GxP相关合规要求（GMP、GLP、GCP、GDP等） (2) 计算机化系统验证(CSV)流程与文档 (3) GAMP5第二版(2022)变更与合规 (4) FDA 21 CFR Part 11电子记录与电子签名 (5) 电子签名(ES)两要素认证与链接原则 (6) 软件开发生命周期(SDLC)在GxP环境下

医药行业文档知识参考库——Universal Task OS的领域负载物。提供行业文档清单、内容要求清单、范本槽位，由UTOS执行轴动态编排管线、内容轴按清单法/样本法组织产出。触发词：医药、制药、药企、医学事务、市场部、推广部、合规、PV、药物警戒、KOL、学术会议、竞品分析、医保、招标、DRG、临床研究、DA、核心信息屋、Message House、ABP、品牌计划、准入、讲者、卫星会、CSR

This skill should be considered when you need to normalize testing engineers' written defect reasons following the provided product codebooks. This skill will correct the typos, misused abbreviations,

电机装配工艺助手 | 生成军用电机装配作业指导书，覆盖转子装配、定子嵌线、轴承装配、动平衡、终检全流程

Operates Fictiv (app.fictiv.com), the on-demand manufacturing platform, end to end in the user's browser. Covers uploading CAD parts, configuring process, material, finish, threads, tolerances and ins

医药行业十大功能集群技能体系。基于"任务为中心，AI pipeline驱动"思想，覆盖情报采集、内容生产、活动运营、数据分析、知识管理、合规审核、KOL运营、流程协同、注册法规、供应链生产十大业务流。触发词：医药、制药、药企、医学事务、市场部、推广部、合规、PV、药物警戒、KOL、学术会议、竞品分析、医保、招标、DRG、临床研究、DA、核心信息屋、Message House、ABP、品牌计划、准入

Pharmaceutical-manufacturing edition of iaiops — GMP drug/biologics plants as a distinct vertical from generic buildings and municipal water. BACnet/IP BMS+EMS (cleanroom pressure cascade, temperature

Find and verify factories on Alibaba.com. Use when: (1) searching for manufacturers, (2) filtering by Verified Supplier, (3) checking certifications, or (4) viewing factory audits. All URLs include tr

CNC machining program manager

Comprehensive consumer electronics industry sourcing guide for international buyers – provides detailed information about China's smartphone, wearable, audio, smart home, and AR/VR manufacturing clust

Comprehensive vehicle sourcing guide for international buyers – provides detailed information about China's passenger car, commercial vehicle, motorcycle, and new energy vehicle manufacturing industry

Comprehensive consumer electronics industry factory guide for international buyers – provides detailed information about China's smartphone, wearable, audio, smart home, and AR/VR manufacturing cluste

Manufacturing execution system tracker

Comprehensive consumer electronics industry suppliers guide for international buyers – provides detailed information about China's smartphone, wearable, audio, smart home, and AR/VR manufacturing clus

Design-for-manufacturing review of a part for sheet metal, CNC machining, or injection molding - bends, reliefs and flat patterns; machining access, internal corners, deep features and setups; draft,

CNC智能报价Workflow - 多Agent协作闭环。从黑盒24h到白盒10min。主赛道Workflow Hacker + 副赛道Agent Worker。

Generate, regenerate, and validate 2D DXF drawings from Python build123d sources. Use for DXF files, `.py` drawing scripts, @dxf models, 2D profiles, outlines, templates, gaskets, panels, flat pattern

AI-powered CNC machining quote system with risk detection, material optimization, and multi-channel integration. Built for OpenClaw ecosystem.

Find B2B leads and write outreach messages for manufacturing/OEM agents. Targets indie beauty brands, skincare companies, and consumer product brands that need manufacturing partners. Generates priori

Use this skill whenever an APS (production scheduling) agent needs to interact with a local filesystem-based knowledge base. Triggers include: reading or searching APS rules, loading client memory or

Review a bill of materials for cost, risk, and supply exposure — cost rollup, top-10 cost drivers, single-source and EOL risk, MOQ vs forecast mismatch, cost-down candidates, and tariff/logistics sens

Use when asked 写8D报告, 客户投诉8D, 质量问题8D, 客诉回复报告, 8D 怎么写, 根本原因分析报告, or write an 8D problem-solving report for a customer complaint or internal quality issue in a Chinese factory. Produces a bilingual (Chi

依据 GB/T 40466-2021 标准提供猪肉分割技术指导，覆盖术语定义、原料要求、分割车间基本要求、分割方式、程序及要求标识、包装、贮存和运输要求；当用户 / 屠宰企业 / 肉企 / 肉制品加工厂需要学习猪肉分割技术、查猪肉分割规范、做猪肉标准化分割时适用

制造业经验萃取Skill - 专注于生产制造、质量管理、供应链管理、精益生产等制造领域的最佳实践和方法论。涵盖精益制造、质量控制、供应链优化、设备管理等核心能力提升。当用户从事制造业、要求学习制造行业经验、提炼制造方法论时使用。核心能力：精益生产、质量管理、供应链管理、智能制造。

DiePre 视觉认知 Skill —— 将包装/模切机器视觉感知与 SOUL 推理融合的认知框架

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.