Skill rating
68 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | 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 | 100 | 94 | B | — | ↓ 908 | 11 May 2026 | |
| 2 | A | 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 | 100 | 88 | C | — | ★ 2 141 | 20 Jul 2026 | |
| 3 | A | Expert guide for Odoo Manufacturing: Bills of Materials (BoM), Work Centers, routings, MRP planning, and production order workflows. | 100 | 81 | C | — | ★ 46 317 | 27 h ago | |
| 4 | A | 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 | 100 | 92 | C | — | ↓ 703 | 16 May 2026 | |
| 5 | A | 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 | 100 | 83 | B | — | ★ 1 358 | 31 h ago | |
| 6 | A | 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 | 100 | 88 | C | — | ↓ 900 | 17 May 2026 | |
| 7 | A | Use this skill when users ask about industrial automation, variable frequency drives (VFDs), servo systems, controllers (PLC/HMI), motion control, woodworking equipment, CNC routers, edge banders, pan | 100 | 88 | B | — | ↓ 799 | 11 May 2026 | |
| 8 | A | 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 | 100 | 95 | C | — | ↓ 166 | 26 d ago | |
| 9 | A | 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- | 100 | 87 | B | — | ↓ 802 | 28 May 2026 | |
| 10 | A | 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 | 100 | 88 | C | — | ↓ 703 | 11 May 2026 | |
| 11 | A | AI-powered manufacturing knowledge management. Search work orders, quality inspections, production schedules, and equipment maintenance records with structured extraction. | 100 | 84 | C | — | ↓ 860 | 11 May 2026 | |
| 12 | B | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing. | 100 | 71 | C | — | ★ 46 317 | 27 h ago | |
| 13 | A | 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 | 100 | 83 | C | — | ↓ 994 | 11 May 2026 | |
| 14 | A | csv-documentation-generatorAnalyzerWordExcelManufacturingSoftware developmentLeoYeAI/openclaw-master-skillsAgent Skills 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. | 100 | 75 | C | — | ★ 2 141 | 20 Jul 2026 | |
| 15 | A | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers | 100 | 74 | D | — | ★ 2 141 | 20 Jul 2026 | |
| 16 | A | Use when calculating CNC speeds and feeds, selecting cutting tools, referencing G-code commands, looking up material cutting data, or computing machining parameters. | 100 | 83 | C | — | ↓ 891 | 11 May 2026 | |
| 17 | A | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers | 100 | 74 | C | — | ↓ 1 179 ★ 2 | 11 May 2026 | |
| 18 | A | 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. | 100 | 79 | C | — | ↓ 825 | 11 May 2026 | |
| 19 | A | 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. | 100 | 81 | F | — | ↓ 809 | 11 May 2026 | |
| 20 | A | 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 | 100 | 86 | C | — | ↓ 732 | 24 d ago | |
| 21 | A | 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 | 100 | 80 | C | — | ↓ 612 | 11 May 2026 | |
| 22 | A | 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 | 100 | 85 | B | — | ↓ 190 | 7 d ago | |
| 23 | A | 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 | 100 | 82 | B | — | ↓ 302 | 16 Jul 2026 | |
| 24 | A | 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 | 100 | 76 | C | — | ↓ 739 | 11 May 2026 | |
| 25 | A | 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 | 100 | 76 | C | — | ↓ 692 | 4 d ago | |
| 26 | A | manufacturing-failure-reason-codebook-normalizationAnalyzerManufacturingSoftware developmentClawHubAgent Skills 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, | 100 | 76 | C | — | ↓ 572 | 11 May 2026 | |
| 27 | B | 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 | 100 | 72 | C | — | ↓ 662 | 4 d ago | |
| 28 | B | 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 | 100 | 71 | C | — | ↓ 873 | 11 May 2026 | |
| 29 | B | Comprehensive industrial machinery industry factory guide for international buyers – provides detailed information about China's machine tools, construction machinery, agricultural equipment, packagin | 100 | 71 | D | — | ↓ 847 | 11 May 2026 | |
| 30 | B | CNC machining program manager | 100 | 70 | D | — | ↓ 862 | 11 May 2026 | |
| 31 | B | Comprehensive furniture industry factory guide for international buyers – provides detailed information about China's residential, office, hotel, outdoor, and custom furniture manufacturing clusters, | 100 | 71 | D | — | ↓ 811 | 11 May 2026 | |
| 32 | B | Comprehensive beauty industry factory guide for international buyers – provides detailed information about China's skincare, color cosmetics, hair care, and personal care manufacturing clusters, suppl | 100 | 71 | D | — | ↓ 797 | 11 May 2026 | |
| 33 | B | Comprehensive lighting industry factory guide for international buyers – provides detailed information about China's LED, smart, outdoor, automotive, and specialty lighting manufacturing clusters, sup | 100 | 71 | D | — | ↓ 790 | 11 May 2026 | |
| 34 | B | Comprehensive electronic components industry factory guide for international buyers – provides detailed information about China's semiconductor, passive component, PCB, connector, and sensor manufactu | 100 | 71 | D | — | ↓ 788 | 11 May 2026 | |
| 35 | B | 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 | 100 | 71 | D | — | ↓ 782 | 11 May 2026 | |
| 36 | B | Comprehensive apparel and accessories industry factory guide for international buyers – provides detailed information about China's garment, footwear, bag, and fashion accessory manufacturing clusters | 100 | 71 | D | — | ↓ 772 | 11 May 2026 | |
| 37 | B | Manufacturing execution system tracker | 100 | 70 | D | — | ↓ 789 | 11 May 2026 | |
| 38 | B | Comprehensive home appliances industry factory guide for international buyers – provides detailed information about China's major appliances, kitchen appliances, and small appliances manufacturing clu | 100 | 71 | D | — | ↓ 726 | 11 May 2026 | |
| 39 | A | Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Use only for SendCutSend.com preflight reports covering upload readiness, selected material/SKU | 100 | 85 | D | — | ★ 5 | 10 Jul 2026 | |
| 40 | B | 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。 | 100 | 70 | C | — | ↓ 623 | 11 May 2026 | |
| 41 | A | 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 | 100 | 77 | D | — | ↓ 180 | 11 d ago | |
| 42 | B | AI-powered CNC machining quote system with risk detection, material optimization, and multi-channel integration. Built for OpenClaw ecosystem. | 100 | 68 | C | — | ↓ 632 | 11 May 2026 | |
| 43 | A | JLCPCB PCB fabrication and assembly — BOM/CPL generation, basic vs extended parts, assembly constraints, design rules, ordering workflow. Use with KiCad for JLCPCB manufacturing. Use this skill when t | 100 | 80 | C | — | ★ 5 | 10 Jul 2026 | |
| 44 | B | Comprehensive AI-assisted therapeutic support framework with CBT, ACT, DBT, MI, session notes CLI, and crisis protocols. | 100 | 61 | C | — | ★ 663 | 7 Mar 2026 | |
| 45 | A | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers | 100 | 74 | D | — | ★ 14 | 16 Jun 2026 | |
| 46 | A | Automate PCB design with KiCad. Create schematics, design boards, export Gerbers, order from PCBWay. Full design-to-manufacturing pipeline. | 100 | 74 | D | — | ★ 14 | 16 Jun 2026 | |
| 47 | B | 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。 | 100 | 67 | C | — | ↓ 346 | 15 Jun 2026 | |
| 48 | A | Analyze KiCad projects and PDF schematics: schematics, PCB layouts, Gerbers, footprints, symbols, netlists, and design rules. Reviews designs for bugs, traces nets, cross-references schematic to PCB, | 99 | 80 | B | — | ★ 5 | 10 Jul 2026 | |
| 49 | A | BOM (Bill of Materials) management for electronics projects — the primary orchestrator skill that coordinates DigiKey, Mouser, LCSC, element14, JLCPCB, PCBWay, and KiCad skills into a unified workflow | 100 | 77 | C | — | ★ 5 | 10 Jul 2026 | |
| 50 | B | CNC快速探明 - 5参数快速收敛。当报价请求参数不全时自动触发,收集材料、数量、精度、表面处理、Ra。收敛度≥80%后自动执行报价。 | 100 | 63 | F | — | ↓ 623 | 11 May 2026 |