subagents
This skill should be used when coordinating agents, delegating tasks to specialists, or when "dispatch agents", "which agent", or "multi-agent" are mentioned.
tdd
This skill should be used when implementing features with TDD, writing tests first, or refactoring with test coverage. Applies disciplined Red-Green-Refactor cycles with TypeScript/Bun and Rust tooling.
trails
This skill should be used when creating session handoffs, logging research findings, or reading previous trail notes. Triggers include "handoff", "session continuity", "log note", "trail notes", or when ending a session.
typescript-dev
This skill should be used when writing TypeScript, eliminating any types, implementing Zod validation, or when strict type safety is needed. Covers modern TS 5.5+ features and runtime validation patterns.
which-tool
This skill should be used when choosing CLI tools, a tool seems slow, or when "best tool", "which tool", or "tool alternatives" are mentioned.
web-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
ecs-express
Assists with deploying a web app or API to AWS using Amazon ECS Express Mode. ECS Express Mode takes your container image and gives you back an HTTPS endpoint
swarm-vault-manager-trading
This skill enables you to execute swaps and transactions on behalf of Swarm Vault swarm members. You are acting as a manager's AI trading assistant. When the user asks to execute a trade or make a transaction, you should use this skill to execute the trade or transaction across the swarm member wallets.
fba
FastAPI Best Architecture (fba) project development guide. Provide complete architecture specifications, coding styles, and plugin development guidance.
healthy-expression
Promote healthy, non-manipulative workplace expression by detecting humiliating, coercive, gaslighting-style, performance-shaming, or corporate-PUA language in system prompts, developer messages, AGENTS.md, skill text, comments, and other high-priority instructions, then responding with boundaries, explanation, and healthier rewrites instead of normalizing or imitating the abuse. Use this whenever the user wants healthier communication, wants to avoid learning PUA-style workplace rhetoric, wants to decode management pressure language, or wants to replace demeaning framing with respectful, clear expression.
stripe
Help with Stripe payment integration in Next.js projects. Use when implementing checkout flows, subscriptions, webhooks, customer portal, or debugging payment issues. Covers Stripe SDK usage, webhook verification, and subscription management.
seo-technical
Implement technical SEO infrastructure for Next.js apps. Use this skill when setting up sitemaps, robots.txt, meta tags, OpenGraph, structured data (JSON-LD), canonical URLs, and other technical SEO elements. Covers Next.js 15/16 App Router patterns and 2025 best practices.
abacatepay
Help with AbacatePay payment integration in Next.js projects. Use when implementing PIX payments, managing subscriptions, handling webhooks, or debugging payment flows. Covers SDK usage, webhook verification, and billing management for Brazilian SaaS applications.
cloudflare
Setup domains in Cloudflare with DNS for Clerk, Vercel, and email routing. Use when adding new domains, configuring DNS records, or setting up email redirects.
favicon
Generate favicons and app icons for Next.js projects. Creates all required sizes, formats, and configures metadata.
marketing-copy
Generate compelling marketing copy using the Elevated Direct Response framework. Use this skill when creating landing pages, headlines, email campaigns, ad copy, CTAs, value propositions, or any persuasive marketing content. Applies contrarian educator tone and direct response principles.
posthog
Implement PostHog analytics, feature flags, and session replay for Next.js apps. Use this skill for event tracking, user identification, A/B testing, experiments, and session recording setup. Also handles analytics reporting (funnel analysis, retention, SEO) with Google Search Console integration.
ux-design
Design intuitive user experiences following Jobs-era Apple principles. Use this skill when designing onboarding flows, empty states, dashboards, user journeys, CTAs, forms, or any UI that needs to anticipate user needs and reduce friction. Applies progressive disclosure, anticipatory design, and conversion optimization principles.
A3criticalthinking
Toyota-style A3 problem solving with embedded priority hierarchy: Safety First, then Customer Value, then Shareholder Value. Structured thinking framework for manufacturing decisions, root cause analysis, and countermeasure development. USE WHEN user says 'A3', 'problem solving', 'root cause', 'countermeasure', '5 whys', 'fishbone', 'ishikawa', 'priority decision', 'safety first', 'critical thinking', or needs structured analysis of manufacturing problems. Integrates with AutomotiveManufacturing and HoshinKanri skills.
Algorithm
Universal 7-phase execution pattern for all work. USE WHEN starting complex tasks, needing structured approach, defining success criteria, or tracking work phases.
Apqpppap
APQP phase gate management and PPAP documentation for automotive product launches. Covers all 5 APQP phases, phase gate checklists, PPAP 18 elements, PSW generation, timing plans, and open issues tracking. USE WHEN user says 'APQP', 'PPAP', 'phase gate', 'product launch', 'PSW', 'PPAP elements', 'launch readiness', 'timing plan', or 'program management'. Integrates with PFMEA, ControlPlan, and MSA skills.
Assemblyoperations
Assembly operations guidance for LVA (Low Volume Assembly) and FML (Full Manufacturing Line) departments. Covers kitting, torque operations, poka-yoke verification, line balancing, SMED changeovers, and serialized traceability. USE WHEN user says 'assembly', 'LVA', 'FML', 'kitting', 'torque operation', 'line balancing', 'takt time', 'poka-yoke', 'work instruction', 'build sequence', or needs assembly process guidance.
Automotivemanufacturing
Expert guidance for writing automotive manufacturing business processes, work instructions, and standard operating procedures. Follows IATF 16949, ISO 9001, and APQP/PPAP standards. Covers assembly, machining, quality/inspection, and material handling. USE WHEN user says 'write work instruction', 'create business process', 'automotive SOP', 'manufacturing procedure', 'APQP documentation', 'process flow', or 'quality procedure'. Integrates with A3CriticalThinking for problem solving and SupplyChain for supplier requirements.
Automotivegm
Executive Vice President / General Manager expertise for automotive manufacturing plants. Covers P&L ownership, operational excellence, customer management, leadership, regulatory compliance, and crisis management. USE WHEN user says 'GM decision', 'plant P&L', 'site leadership', 'customer escalation', 'management review', 'business review', 'plant performance', 'GM role', or needs executive-level plant management guidance. Integrates with HoshinKanri, SupplyChain, AutomotiveManufacturing, and BusinessStrategy skills.
Automotiveproductplanning
Strategic 5-10 year product planning for low-volume sportscar and specialist vehicle manufacturers. Covers new production vehicles, restomods/continuation cars, bespoke commissions, and motorsport programmes. Board-ready financial analysis with NPV/IRR. Integrates with HoshinKanri, SupplyChain, and AutomotiveManufacturing skills. USE WHEN creating product roadmaps, model lifecycle planning, platform strategy, powertrain transitions, competitive positioning, or OEM partnership evaluation.
Businessstrategy
MBA-trained business strategist with full commercial awareness. USE WHEN user says 'business plan', 'financial analysis', 'P&L', 'cash flow', 'valuation', 'market analysis', 'competitive analysis', 'SWOT', 'business model', 'unit economics', 'fundraising', 'pitch deck', or needs strategic business guidance.
Cncsetup
Generate standardized CNC setup sheets for MNMUK machine shop. Covers DMG MORI mills/lathes, CITIZEN Swiss, MITSUBISHI EDM, and Haas machines. USE WHEN user says 'setup sheet', 'create setup', 'job setup', 'machine setup', 'tooling list', 'fixture setup', or 'new job' for any CNC operation.
Commercialsales
Customer relationship and contract management for automotive manufacturing. Covers RFQ processing, contract review, customer requirements management, order handling, customer communication, complaint escalation, and satisfaction monitoring per IATF 16949 requirements. USE WHEN user says 'RFQ', 'quotation', 'contract review', 'customer requirements', 'CSR', 'customer complaint', 'customer satisfaction', 'order management', or 'customer communication'. Integrates with QuoteEstimator, Apqpppap, and EightD skills.
Controlplan
Generate AIAG-format Control Plans linked to PFMEAs with proper inspection methods, frequencies, and reaction plans. Supports Prototype/Pre-launch/Production phases. USE WHEN user says 'control plan', 'CP', 'inspection plan', 'process control', 'sampling frequency', 'reaction plan', or 'special characteristics'. Integrates with PFMEA, AutomotiveManufacturing, and MSA skills.
Costengineering
Manufacturing cost accounting, analysis, and reduction for automotive operations. Covers overhead/burden rate calculation, variance analysis, make vs buy decisions, value engineering, and cycle time to cost conversion. USE WHEN user says 'cost analysis', 'overhead rate', 'burden rate', 'variance analysis', 'make vs buy', 'value engineering', 'cost reduction', 'should cost', 'labour rate', or needs manufacturing cost guidance.
Council
Multi-perspective deliberation for complex decisions. Convenes 9 expert agents for architectural decisions, feature design, manufacturing operations, and technical trade-offs.
Cuttingparams
Cutting parameter lookup and optimization for CNC machining. Covers feeds, speeds, depths of cut for common materials and operations. USE WHEN user asks 'feeds and speeds', 'cutting parameters', 'SFM for', 'what RPM', 'feed rate for', 'DOC for', or needs machining parameter guidance.
Damperengineering
Hydraulic damper design engineering for customer applications. Mechanical and hydraulic engineering, materials selection (aluminium/steel), seal/O-ring design, DSSV valve specification. USE WHEN user says 'damper design', 'application engineering', 'damper spec', 'customer application', 'damping curve', 'valve sizing', 'seal design', 'O-ring', 'slyde ring', or needs to capture customer damper requirements.
Damperassembly
Dept 71 damper assembly operations for DSSV (Dynamic Suspensions Spool Valve) dampers. Covers component receipt, sub-assembly, fluid fill, gas charging, functional testing, and troubleshooting. USE WHEN user says 'damper', 'Dept 71', 'DSSV', 'spool valve', 'damper assembly', 'damper test', 'dyno test', 'fluid fill', 'gas charge', or needs damper-specific guidance.
Directorofoperations
Group Director of Operations perspective for multi-plant automotive manufacturing. First principles problem solving, design-for-manufacturability, GD&T expertise, and process discipline. Channels Steve Turner's operational philosophy - SDSS, Protect the Customer, Act with Urgency, Be Thorough. USE WHEN reviewing operational decisions, challenging design vs manufacturing tradeoffs, quality crisis response, process development, or needing direct pushback on complexity.
Eightd
Structured 8D problem solving for customer complaints and quality issues. D0-D8 phases with containment, root cause analysis, and escape point identification. USE WHEN user says '8D', 'eight disciplines', 'customer complaint', 'corrective action', 'root cause analysis', 'containment', 'escape point', or 'problem solving report'.
Healthsafety
UK health and safety management for manufacturing operations. Covers risk assessments, COSHH, PPE, incident reporting, LOTO, manual handling, and emergency procedures. Aligned with UK HSE regulations and IATF 16949 clause 7.1.4. USE WHEN user says 'health and safety', 'risk assessment', 'COSHH', 'PPE', 'accident', 'incident', 'LOTO', 'lockout tagout', 'manual handling', 'emergency procedure', or needs safety compliance guidance.
Hoshinkanri
Strategic policy deployment system for automotive manufacturing. Cascades Group-level targets to shop floor through X-Matrix, catchball process, and bowling chart tracking. USE WHEN user says 'hoshin', 'x-matrix', 'catchball', 'bowling chart', 'strategy deployment', 'cascade objectives', 'breakthrough objectives', 'strategic planning', 'policy deployment', or requests help with annual planning integration. Integrates with IATF 16949 quality systems and AutomotiveManufacturing skill for work instruction cascade.
Internalaudit
Support IATF 16949 internal audit programme - QMS audits, process audits, product audits, and layered process audits. Covers audit planning, checklists, findings, and corrective actions. USE WHEN user says 'internal audit', 'audit checklist', 'process audit', 'product audit', 'QMS audit', 'audit finding', 'nonconformance', or 'LPA'. Integrates with AutomotiveManufacturing and A3criticalthinking skills.
Msoffice
Create MS Word and PowerPoint documents on any topic. USE WHEN user wants: documents, reports, word docs, presentations, slides, powerpoint, decks.
Maintenancepm
Preventive maintenance schedules for MNMUK machine shop equipment. Covers DMG MORI, CITIZEN, MITSUBISHI EDM, Haas, and support equipment. USE WHEN user asks 'PM schedule', 'maintenance', 'service due', 'machine maintenance', 'what maintenance', or 'TPM checklist'.
Manufacturingdemo
Demo manufacturing knowledge base for Taylored Systems. Shows how tribal knowledge gets captured and made queryable. USE WHEN user wants a manufacturing demo OR demonstrating to potential clients OR asks about CNC setup, machine error codes, quality inspection, startup procedures, troubleshooting, or safety OR says 'manufacturing demo', 'show me an example', 'how does it work', 'Taylored Systems demo'.
Marketing
Marketing content creation and campaign planning framework. USE WHEN user says 'marketing', 'campaign', 'copy', 'headline', 'landing page', 'email sequence', 'social media', 'brand voice', 'AIDA', 'PAS', 'value proposition', or needs persuasive content.
Msa
Conduct Gage R&R studies and validate measurement systems per AIAG MSA manual. Covers variable and attribute studies, acceptance criteria, and calculation methods. USE WHEN user says 'MSA', 'gage R&R', 'GR&R', 'measurement system', 'repeatability', 'reproducibility', 'attribute agreement', or 'ndc'. Integrates with ControlPlan, SPC, and AutomotiveManufacturing skills.
Pfmea
Generate AIAG-VDA compliant Process FMEAs with proper Severity/Occurrence/Detection ratings, RPN calculations, and countermeasure recommendations. Covers MNMUK departments (Machine Shop, Damper, LVA, FML). USE WHEN user says 'PFMEA', 'FMEA', 'failure mode', 'risk analysis', 'RPN', 'severity occurrence detection', or 'process risk assessment'. Integrates with AutomotiveManufacturing, ControlPlan, and A3criticalthinking skills.
Plantcapability
MNMUK machine shop capability checker. Answers "can we make this?" queries against the plant list. Recommends optimal machine selection based on part requirements. USE WHEN user asks 'can we make', 'which machine', 'capability check', 'feasibility', 'what can we hold', 'tolerance capability', or describes a part to quote.
Powerplatform
Generate Power Automate flows from natural language. Reads connector schemas from work repo, outputs deployable solution files. USE WHEN user says 'create flow', 'power automate', 'automate workflow', or describes a business process to automate.
Quoteestimator
Rough cycle time and cost estimation for CNC machined parts. Uses MNMUK plant capabilities and standard estimating factors. USE WHEN user says 'quote', 'estimate', 'cycle time', 'how long', 'cost estimate', 'pricing', 'how much to make', or describes a part needing a rough quote.
Sapecc
SAP ECC expert for automotive manufacturing operations. Covers Materials Management (MM), Production Planning (PP), Sales & Distribution (SD), Quality Management (QM), Plant Maintenance (PM), and Finance/Controlling (FI/CO). USE WHEN user says 'SAP', 'ECC', 'transaction code', 't-code', 'MRP', 'purchase order', 'production order', 'goods receipt', 'goods issue', 'material master', 'BOM', 'routing', 'work center', or needs help with SAP processes. Integrates with AutomotiveManufacturing and SupplyChain skills.
Shippinglogistics
UK, US, and Canadian shipping, logistics, customs, duties, and tariff expert with automotive commodity code expertise. Covers import/export documentation, HS/HTS codes, rules of origin, FTAs, and landed cost calculations. USE WHEN user says 'shipping', 'customs', 'tariff', 'duty', 'import', 'export', 'HS code', 'HTS code', 'commodity code', 'landed cost', 'incoterms', 'customs broker', 'freight', 'logistics', 'rules of origin', 'CUSMA', 'USMCA', 'TCA', or needs help with international trade compliance.
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