Skills of on-site personnel

Quality Nonconformance Management Skill for Regulated Manufacturing - Root Cause Analysis and CAPA

This skill provides quality engineers with codified expertise for managing non-conformances in regulated manufacturing environments. It covers the full NCR lifecycle, root cause analysis methods (5 Whys, Ishikawa, FTA, 8D), CAPA processes, and supplier quality management. Applicable to FDA 21 CFR 820, IATF 16949, AS9100, and ISO 13485 contexts.

GMP Compliance Checklist Generator for Manufacturing Quality and Regulatory Compliance

The gmp-compliance skill helps create GMP (Good Manufacturing Practice) compliance checklists for manufacturing environments. It guides users through understanding requirements, researching best practices, drafting structured checklists, and refining them for actionable quality and regulatory compliance. Ideal for pharmaceutical, food, and cosmetic industries.

Quality Control Plan Design and Inspection Criteria Development Skill

This skill enables users to design comprehensive quality control plans with well-defined inspection criteria. It follows a structured workflow of requirement understanding, research and analysis, draft creation, and review/refinement to produce actionable quality plans featuring key components, action plans, and success metrics. Ideal for manufacturing, software development, and any field requiring systematic quality management.

Quality Inspector, Tester, Sorter, and Weigher - Defect Classification and AQL Decision Expert

This skill supports quality inspectors, testers, sorters, and weighers with professional judgment, covering defect severity classification, AQL sampling result overrides, measurement system capability (gauge R&R), and disposition authority decisions for reliable and compliant quality management.

Manufacturing Failure Reason Codebook Normalization Skill

This skill normalizes testing engineers' written defect reasons against product codebooks by correcting typos, misused abbreviations, ambiguous descriptions, mixed Chinese-English text, and misleading text. It performs segmentation, semantic matching, confidence calibration, and station validation to output standardized failure codes and labels.

BOM and SOP Comparison and Proofreading Tool: Efficiently Manage Bill of Materials Differences

This skill provides BOM and SOP comparison and proofreading capabilities. It supports merging multiple BOM files before comparison with SOP, detecting differences in name/specification, reference designator, and quantity. It annotates differences in SOP files, appends BOM data, and generates reports including three tables: SOP-only materials, BOM-only materials, and quantity difference details. Triggered when users send BOM and SOP files for comparison.

Quality Management Skill: Ensuring Purchasing, Production, and Sales Meet Standards Every Time

This skill manages quality across the entire supply chain, including incoming inspection, in-process checks, non-conformance reporting, CAPA, lot traceability, and recalls. It helps organizations maintain consistent standards, catch problems early, and use AI agents to build inspection plans, import specs, design CAPA workflows, and ensure regulatory compliance.

Step 09 Inspection Execution: Team Agent Parallel Quality Check Workflow

Execute inspection checklists in parallel using team agent pattern, covering spec consistency, performance, security/compatibility, and UI/UX. Automatically create tasks, assign inspectors, integrate results, and generate comprehensive inspection reports to ensure feature delivery quality.

Manufacturing Yield Operations Diagnostic and Loss-Factor Tracking Skill

This skill provides a systematic approach for manufacturing yield diagnostics and loss-factor tracking. It guides teams through scoping, baseline snapshots, risk prioritization, and minimal testable improvements, with decision logs and action plans. Ideal for semiconductor, electronics, and automotive manufacturing environments focused on data-driven yield enhancement.

Quality and Non-Conformance Management Expertise for Regulated Manufacturing

This skill codifies expertise for quality control, non-conformance investigation, root cause analysis, corrective and preventive actions (CAPA), and supplier quality management in regulated manufacturing. It covers the NCR lifecycle, MRB dispositions, RCA tools (5 Whys, Fishbone, FTA, 8D), and SPC interpretation, aligned with FDA, IATF, AS9100, and ISO 13485 standards.

Quality & Non-Conformance Management Expert Skill for Root Cause Analysis and CAPA

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Includes NCR lifecycle, CAPA systems, SPC interpretation, and audit methodology.

Intelligent Quality Monitoring with AI-Powered Metrics Tracking and Predictive Risk Assessment

This skill focuses on intelligent quality monitoring in the pharmaceutical and life sciences sectors, leveraging AI for quality metrics tracking, predictive quality risk assessment, automated deviation detection and management, and intelligent trend analysis and prevention. It targets L4 proficiency with evaluate-level cognitive skills, referencing FDA and EMA regulatory guidance, enabling users to independently evaluate and apply knowledge in pharmacovigilance scenarios.

PSV Sample Quality Validation and Verification Tool

prk-psv-qa is a specialized skill for validating PSV sample quality. It automatically checks format completeness, content quality, ground truth calibration, technique hint leakage, and realism, providing detailed validation reports with per-sample quality scores and improvement suggestions. This tool helps developers ensure PSV samples meet PECAM level definitions, enhancing training data reliability and educational value.

Commerce Quality - Manage Inspections, NCRs, and Quality Holds

This skill manages quality inspections, non-conformance reports, and quality holds. Use it to inspect received goods, production output, or customer returns for defects, create and track inspections, record results, generate NCRs, place/release quality holds, and handle status flows and dispositions.

Renner QC Manual Skill: Complete Buyer Inspection Knowledge Base with Defect Codes, AQL Sampling, RFID Rules and Inspectorio Integration

This skill provides a comprehensive QC knowledge base for Lojas Renner buyer inspections, covering 4 pillars, AQL sampling plans, RFID tag rules, hanger specifications, POM measurements, children's safety, gray scale evaluation, Inspectorio platform, CAPA process, and real field scenarios. Ideal for inspectors, managers, and agents needing quick answers.

Customer Return Multi-Dimensional Analysis Report Skill with 7-Dimension Structured Analysis

This skill performs structured analysis on customer return data across 7 dimensions: overall overview, acceptance reason, retest result, defect cause, defect material, responsibility attribution, and processing status. It supports full report generation and single-dimension precise query, automatically fetching data via MCP tools and outputting analysis tables and conclusions in predefined formats. Suitable for quality management, after-sales analysis, and product improvement scenarios.

Apparel Quality Control Program Design and Optimization Skill

This skill helps users design apparel quality control programs, covering requirement analysis, best practices research, structured action plan creation, and quality review processes for garment manufacturing and quality management.

Defect Tracker Skill for Designing Classification-Based Defect Tracking Systems

The defect-tracker skill is designed for manufacturing defect tracking systems, offering a complete methodology from requirement analysis, classification framework construction to action planning. With standardized workflows, component tables, and measurable success metrics, it helps teams efficiently manage defect data and improve tracking efficiency and quality.

Create Inspection Checklists for Quality Assurance with Structured Workflow

The inspection-checklist skill is a professional tool for creating quality inspection checklists, specifically designed for manufacturing and related QA fields. It follows a structured workflow from requirements understanding, research and analysis, to draft creation and refinement, generating actionable, measurable checklists. The skill provides standardized output formats including key components tables, action plans, success metrics, and quality checklists, suitable for various quality control scenarios.

Receiving Inspection Procedure and Form Design Skill for Manufacturing Quality Assurance

This skill helps manufacturing professionals design comprehensive receiving inspection procedures and forms. It provides a structured workflow covering requirement analysis, best practice research, draft creation, and review refinement, ensuring inspection processes align with industry standards and business needs.

Quality Control Inspector: Analyze QC Data, Detect Defects, and Suggest Improvements

Quality Control Inspector is a production-ready agent skill for manufacturing workflows. It analyzes quality control data, detects defect patterns, and suggests process improvements. Features include high performance with intelligent caching, full type safety, streaming support, comprehensive error handling, extensible plugin architecture, and 95%+ test coverage.

Quality Nonconformance Management Skill for Root Cause Analysis and CAPA Handling

This skill provides codified expertise for quality nonconformance management in regulated manufacturing, covering NCR lifecycle, root cause analysis, CAPA systems, and supplier quality management. It helps users investigate product defects, process deviations, interpret SPC data, and audit supplier quality in industries like medical devices, automotive, and aerospace.

Quality Nonconformance Management and Root Cause Analysis Expert for Regulated Manufacturing

This skill provides codified expertise for quality professionals in regulated manufacturing, covering nonconformance investigation, root cause analysis, corrective and preventive actions, and supplier quality management. It supports FDA, IATF, AS9100, and ISO 13485 environments, guiding users through the entire NCR lifecycle from identification to disposition.

Super Industry Operations Skill: Logistics, Manufacturing, Procurement, Production Scheduling, Supply Chain and Quality Workflows

Provides AI coding agents with practical operational context for industry operations, including logistics, manufacturing, procurement, production scheduling, supply chain workflows, and operational quality. Module-based Markdown skill files help agents understand domain constraints, design improved workflows, and deliver implementation-ready outputs.

Step 09: Create Pre-Release Inspection Checklist Skill

This skill creates a pre-release inspection checklist by reviewing all deliverables (specs, design, code diff, test results) across dimensions like spec-implementation consistency, performance, backward compatibility, security, UI/UX, and bug fix verification. Triggered via 'inspection checklist' or '/step09-inspection {feature name}', it generates a checklist file and commits it to Git for release quality assurance.

Phase Checklist Generation and Recording Skill for Steel Production

This skill generates and records phase-specific checklists for steel production stages (cutting, welding, assembly, painting, final inspection, delivery). It is triggered when an operator completes a phase or when keywords like 'checklist', 'phase verification', 'phase completed', or 'phase transition' are mentioned. It covers EN 1090-2, EN ISO 3834-3, and ISO 9001 §8.5 standards, ensuring quality traceability at each stage.

Quality Management Engineer Agent - SPC Analysis and ISO Compliance Advisor

This skill simulates a senior quality engineer, providing quality system design, statistical process control (SPC), defect analysis methods, and ISO/IATF compliance recommendations. Suitable for manufacturing quality improvement, quality system establishment, and supplier quality management. Activated when users need quality improvement suggestions, statistical analysis methods, or quality system design.

Automated Manufacturing Surveillance Skill: AI-Powered Production Quality Deviation Detection and Alert

KSB-D06-K0041 is an AI skill focused on automated manufacturing surveillance, monitoring production processes in real-time to identify quality deviations. It covers the medication errors and quality domain, supports FDA, ICH and other regulatory requirements, and is applicable to pharmaceutical, medical device and other manufacturing industries, helping companies detect and manage quality risks during production.

Quality and Nonconformance Management Expert: NCR Investigation, Root Cause Analysis, CAPA and SPC

Codified expertise for quality control in regulated manufacturing, covering nonconformance investigation, root cause analysis, corrective actions, and supplier quality management. Based on 15+ years of experience in FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle, CAPA systems, SPC interpretation, and audit methodologies.

Quality and Non-Conformance Management Skill: NCR Investigation, CAPA, and SPC Analysis Expert System

A codified expertise for quality control in regulated manufacturing, covering non-conformance report (NCR) lifecycle, root cause analysis, corrective and preventive actions (CAPA), SPC interpretation, and supplier quality management. Informed by 15+ years experience across FDA, IATF 16949, and AS9100 environments. Use for investigating non-conformances, managing CAPAs, interpreting SPC data, or handling supplier quality issues.

Root-cause Analysis Agent for Manufacturing Quality Defect Investigation

An AI agent skill for the Manufacturing and Industrial Production OS. Investigates defects, proposes corrective actions via a seven-step lifecycle, operates under human quality engineer supervision, respects accountability boundaries, and delivers auditable recommendations.

Factory Quality Analysis and Monthly Trend Query Skill

This skill is designed for contract manufacturer quality analysis. It queries overall quality data and monthly trends for a specific factory by filtering return data, analyzing defect causes and materials, comparing with quality baseline standards, and providing comprehensive evaluation and improvement suggestions. Suitable for quality managers to quickly grasp factory quality status.

Geely Quality Rootcause Copilot: 8D and QRQC Root Cause Analysis for Vehicle Manufacturing Defects

This skill is designed for the automotive manufacturing industry to assist in 8D and QRQC root cause analysis. It takes inputs like defect symptom, part name, production line info, and generates a problem statement, fishbone hypothesis, prioritized causes, containment actions, and verification checklist, outputting an 8D report draft to help quality engineers resolve production issues efficiently.

Batch Record Design Expert - Professional Template Creation Tool for Biotech

batch-record-design is a skill focused on designing batch record templates in the biotech field. It helps users systematically create structured and complete batch record templates based on specific needs, covering the full workflow from requirements analysis, research, drafting, to review, and provides standardized output formats and quality checklists.

Equipment Log Skill for Tracking and Maintenance

The equipment-log skill helps users create comprehensive equipment logs for tracking and maintenance purposes. It provides structured templates and automated workflows to record equipment usage, maintenance history, and troubleshooting information, improving equipment management efficiency and accuracy.

PPAP Documentation Skill - Manufacturing Production Part Approval Process File Generation Assistant

PPAP Documentation Skill is an intelligent assistant designed for manufacturing, helping users quickly prepare complete documentation packages required for the Production Part Approval Process (PPAP). It provides a standardized document generation workflow including requirement understanding, research analysis, draft creation, and review refinement, covering key component tables, action plans, and quality checklists to ensure documentation meets industry standards and customer requirements, improving work efficiency and document quality.

GMP Standard Operating Procedure Drafting and Compliance Review Skill

This skill drafts and reviews GMP-compliant Standard Operating Procedures (SOPs) covering document control, role accountability, process controls, deviation/CAPA handling, and records management, aligned with FDA CGMP, ICH, WHO, PIC/S, and EU GMP regulations, for regulated manufacturing industries.

Manufacturing Failure Reason Codebook Normalization Skill

This skill normalizes testing engineers' written defect reasons according to product codebooks. It corrects typos, misused abbreviations, ambiguous descriptions, mixed Chinese-English text, and misleading text. It performs segmentation, semantic matching, confidence calibration, and station validation to output the best-matching standardized code and label for each defect segment, with detailed rationale.

Quality & Non-Conformance Management: NCR, CAPA, Root Cause Analysis, SPC and Supplier Quality Expertise

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology.

Quality Non-Conformance Management and Root Cause Analysis Expertise

This skill provides codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing environments. It covers NCR lifecycle, 5 Whys, Ishikawa, FTA, 8D methodologies, supporting FDA, IATF, AS9100 compliance.

Quality Management Analysis Skill: First Pass Yield Defect Rate Rework Cost Tracking

This skill focuses on manufacturing quality management core metrics analysis, providing FPY, defect rate, rework rate and scrap cost calculation and visualization, supporting Pareto analysis and trend tracking. Users can query quality data via natural language to quickly identify issues and aid decision-making.

Quality Non-Conformance Management and Root Cause Analysis Expert Skill

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology.

Salmon Grader Real-Time Analysis and Decision Support Skill for Shift Operations

This skill provides real-time decision support for salmon grader operators during production shifts. It covers data upload workflow, KPI interpretation, trend analysis panel usage, and when to apply AI suggestions, helping operators optimize grader performance, reduce Punto Cero reject rate, and improve production efficiency.

Data Profiling Skill: Automatically Analyze Data Structure, Statistics, and Value Distribution

The Data Profiling Skill is a practical tool designed for data analysis and quality control scenarios. It automates data structure parsing, statistical information computation, and value distribution analysis by calling the data_profile tool, helping users quickly understand the overall picture of datasets. It supports multiple file formats and outputs dataset summaries, column classifications, key column analyses, and data samples, greatly improving data exploration efficiency for data scientists, quality engineers, and business analysts.