FerroxLabs

@ferroxlabs source repo

4.8k skills
0 followers
37 repo stars
4 weeks ago last updated

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Spring Cleaning Master 2 · ferroxlabs
Comprehensive spring cleaning guidance with room-by-room checklists, deep cleaning techniques, organization systems, decluttering frameworks, and scheduling strategies to make the annual deep clean manageable and thorough. Use when the user asks about spring cleaning master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of spring cleaning master or requires a different specialized skill.

37 repo stars
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Trip Itinerary Builder 2 · ferroxlabs
Builds detailed day-by-day travel itineraries with timed activities, transit directions, meal windows, and contingency alternatives. Gathers destination, dates, traveler count, budget range, and interest preferences, then produces a structured schedule the user can print or share. Use when the user asks to plan a trip itinerary, create a day-by-day travel schedule, organize activities for a vacation, or build a sightseeing plan. Do NOT use for road trip route planning (use road-trip-planner), packing lists (use packing-list-builder), travel budgets (use budget-travel-planner), or business conference logistics.

37 repo stars
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Virtual Event Producer 2 · ferroxlabs
Plan and execute professional online events including webinars, conferences, and hybrid events with platform selection, audience engagement, and technical production guidance Use when the user asks about virtual event producer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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AI Deployment Patterns 2 · ferroxlabs
Guides expert-level ai deployment patterns implementation: ai-ml and devops decision frameworks, production-ready patterns, and concrete templates for ai deployment patterns workflows. Use when the user asks about ai deployment patterns, ai deployment patterns configuration, or ai-ml best practices for ai projects. Do NOT use when the user needs a different ai ml engineering capability -- check sibling skills in the ai ml engineering subcategory.

37 repo stars
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AI Evaluation Patterns 2 · ferroxlabs
Guides expert-level ai evaluation patterns implementation: ai-ml and testing decision frameworks, production-ready patterns, and concrete templates for ai evaluation patterns workflows. Use when the user asks about ai evaluation patterns, ai evaluation patterns configuration, or ai-ml best practices for ai projects. Do NOT use when the user needs a different ai ml engineering capability -- check sibling skills in the ai ml engineering subcategory.

37 repo stars
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Database Performance Audit 2 · ferroxlabs
Database performance assessment evaluating query efficiency, indexing strategy, connection management, configuration, and scaling readiness to produce an actionable performance scorecard. Use when the user asks about database performance audit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of database performance audit or requires a different specialized skill.

37 repo stars
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Business Model Validator 2 · ferroxlabs
Business model viability assessment evaluating revenue model strength, market fit, competitive positioning, risk factors, and unit economics to produce an actionable validation scorecard. Use when the user asks about business model validator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of business model validator or requires a different specialized skill.

37 repo stars
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Financial Health Checkup 2 · ferroxlabs
Provides a structured self-assessment framework for evaluating business financial health across cash flow, profitability, runway, burn rate, and unit economics with scoring rubrics, diagnostic questionnaires, and report templates. Use when the user asks about financial health checkup, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of financial health checkup or requires a different specialized skill.

37 repo stars
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Incorporation Comparison 2 · ferroxlabs
Produces an entity comparison table covering sole proprietorship, LLC, S-corp, C-corp, and partnership structures with trade-offs across liability, taxation, governance, and cost for a specific business situation. Use when the user asks about business structures, incorporation options, LLC vs S-corp, choosing an entity type, or forming a business entity. Do NOT use for partnership agreements (use partnership-agreement-outline), startup fundraising structure (use fundraising-narrative), or cap table modeling (use cap-table-basics).

37 repo stars
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Online Tutoring Business 2 · ferroxlabs
Guide to building an online tutoring business covering platform selection, curriculum design, scheduling systems, pricing strategies, and growth from solo tutor to scalable operation. Use when the user asks about online tutoring business, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of online tutoring business or requires a different specialized skill.

37 repo stars
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Prioritization Framework 2 · ferroxlabs
Applies RICE or MoSCoW prioritization frameworks to score and rank a feature list with documented assumptions and stakeholder-ready output. Use when the user asks about feature prioritization, RICE scoring, MoSCoW prioritization, backlog ranking, or deciding what to build next. Do NOT use for product roadmap creation (use product-roadmap), user story writing (use user-story-writing), or strategic planning (use strategic-roadmap).

37 repo stars
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Product Launch Checklist 2 · ferroxlabs
Creates a pre-launch checklist covering engineering readiness, marketing preparation, customer support, legal review, and communications for product or feature launches. Use when the user asks about product launch checklists, go-live preparation, launch readiness, pre-launch planning, or feature release preparation. Do NOT use for go-to-market strategy (use go-to-market-strategy), product roadmaps (use product-roadmap), or PR pitches (use pr-pitch).

37 repo stars
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Sales Process Assessment 2 · ferroxlabs
Sales process maturity assessment evaluating pipeline management, conversion metrics, sales methodology, team enablement, and process efficiency to produce an actionable sales scorecard. Use when the user asks about sales process assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sales process assessment or requires a different specialized skill.

37 repo stars
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Stakeholder Communicator 2 · ferroxlabs
Stakeholder communication expert covering status report templates, executive summaries, risk communication, technical-to-business translation, meeting facilitation, decision documentation (DACI, RACI), escalation frameworks, and demo preparation. Use when the user asks about stakeholder communicator, stakeholder communicator best practices, or needs guidance on stakeholder communicator implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Linkedin Summary Writer 2 · ferroxlabs
Writes a complete LinkedIn About section in first person, optimized for the user's target role and keyword searchability. Produces a ready-to-paste summary that tells a professional story, highlights key achievements, and includes a call to action. Use when the user wants to write or improve their LinkedIn summary, About section, or professional bio for LinkedIn. Do NOT use for resume summaries (use resume-summary-writer), LinkedIn headlines (use linkedin-headline-optimizer), or LinkedIn messages to recruiters (use recruiter-outreach).

37 repo stars
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Performance Review Prep 2 · ferroxlabs
Produces a self-assessment narrative with structured achievement evidence including impact metrics, scope descriptions, and strength and growth framing. Includes goals for the next review period. Produces a complete self-review document. Use when the user needs to write a performance review self-assessment, prepare for an annual or quarterly review, or document their achievements for a review cycle. Do NOT use for promotion cases (use promotion-case-builder), salary negotiation (use salary-negotiation-script), or resume bullet writing (use resume-bullet-writer).

37 repo stars
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Personal Brand Strategy 2 · ferroxlabs
Defines professional positioning including unique value proposition, target audience, platform selection, content themes, and a 90-day visibility plan. Produces a complete brand strategy document. Use when the user wants to build a personal brand, establish thought leadership, increase professional visibility, or create a content strategy for career growth. Do NOT use for LinkedIn profile writing (use linkedin-summary-writer), resume writing (use resume-bullet-writer), or social media marketing for a business (use content-marketing skills).

37 repo stars
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Portfolio Building Plan 2 · ferroxlabs
Builds a plan for creating a freelance or professional portfolio including content selection criteria, portfolio structure, case study format, and a 30-60-90 day publishing schedule. Produces a complete portfolio development plan document. Use when the user wants to build a professional portfolio, create a freelance portfolio website, select work samples, or plan a portfolio launch for career advancement or client acquisition. Do NOT use for personal brand strategy (use personal-brand-strategy), resume writing (use resume-bullet-writer), or website development (use web development skills).

37 repo stars
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Conditional Formatting Rules 2 · ferroxlabs
Produces a conditional formatting rule set for a specific use case. Specifies rule type (cell value, formula-based, color scale, data bars), criteria, color assignments with hex codes, and rule priority order. Output is the exact configuration to apply. Use when the user wants to highlight cells, create heat maps, add data bars, or visually encode data values in a spreadsheet. Do NOT use for chart color selection (use color-in-data), data validation rules (use data-validation-setup), or general spreadsheet formulas (use excel-lookup-formulas).

37 repo stars
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Creative Portfolio Builder 2 · ferroxlabs
Helps artists, designers, and creative professionals curate, organize, and present their work through compelling portfolios across digital platforms, personal websites, and print formats for career advancement. Use when the user asks about creative portfolio builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of creative portfolio builder or requires a different specialized skill.

37 repo stars
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Stable Diffusion Prompting 2 · ferroxlabs
Crafts Stable Diffusion SDXL and Flux prompts with positive and negative prompt structure, CFG scale recommendations, sampler selection, resolution settings, and LoRA reference syntax. Use when the user asks to create a Stable Diffusion prompt, generate images with SDXL or Flux, write prompts for ComfyUI or Automatic1111, or optimize generation parameters. Do NOT use for Midjourney prompting (use midjourney-prompting), DALL-E prompting (use dalle-prompting), or translating prompts between models (use prompt-translation).

37 repo stars
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Writing Portfolio Reviewer 2 · ferroxlabs
Comprehensive writing portfolio evaluation assessing quality of craft, range and versatility, market readiness, and professional presentation. Produces a scored review with specific improvement priorities for writers seeking publication, clients, or career advancement. Use when the user asks about writing portfolio reviewer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of writing portfolio reviewer or requires a different specialized skill.

37 repo stars
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Developer Experience Engineer 2 · ferroxlabs
Improve developer experience through DX research, friction reduction, developer surveys, tooling optimization, and workflow analysis Use when the user asks about developer experience engineer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of developer experience engineer or requires a different specialized skill.

37 repo stars
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Competitive Debugging Master 2 · ferroxlabs
Competitive programming debugging mastery covering stress testing with random test generators, systematic edge case identification, time and memory optimization techniques, common bug patterns in contest code, binary search on test cases, and strategies for debugging under contest time pressure. Use when the user asks about competitive debugging master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of competitive debugging master or requires a different specialized skill.

37 repo stars
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Dating App Strategist 2 · ferroxlabs
Practical dating app guidance covering profile optimization, photo strategy, authentic messaging, safety protocols, first date planning, and maintaining healthy boundaries in online dating. Use when the user asks about dating app strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dating app strategist or requires a different specialized skill.

37 repo stars
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Discipline Strategies 2 · ferroxlabs
Provides positive discipline frameworks including logical consequences, positive reinforcement, and behavior management strategies organized by child age and situation type. Produces structured discipline plans with specific language scripts and consistency guidelines. Use when the user asks about disciplining children, managing challenging behavior, setting limits, or finding alternatives to punitive approaches. Do NOT use for clinical behavioral assessment, diagnosing behavioral disorders, or replacing guidance from a child psychologist.

37 repo stars
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Empty Nest Transition 2 · ferroxlabs
Produces structured transition frameworks for parents whose children are leaving home, covering logistics like health insurance transitions and financial independence milestones alongside personal adjustment frameworks for redesigning daily routines, relationship dynamics, and personal identity beyond the parenting role. Use when the user asks about adjusting to children leaving home, empty nest syndrome, or transitioning when kids go to college or move out. Do NOT use for college financial planning (use personal-finance skills), clinical depression treatment (consult a therapist), or child-focused college preparation (use education skills).

37 repo stars
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Friendship Cultivator 2 · ferroxlabs
Practical guide for making friends as an adult, maintaining meaningful friendships, setting healthy friendship boundaries, and building social groups that enrich your life Use when the user asks about friendship cultivator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of friendship cultivator or requires a different specialized skill.

37 repo stars
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Graduation Transition 2 · ferroxlabs
School-to-adult-life guide covering apartment hunting, budgeting on a first salary, building credit, understanding insurance (health, renters, auto), cooking basics, building a professional wardrobe, and navigating the evolution of social life after graduation. Use when the user asks about graduation transition or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Memory Keeping System 2 · ferroxlabs
Creates organized systems for preserving family memories including photo management, journaling traditions, keepsake curation, and digital archiving strategies. Produces structured memory-keeping plans with storage systems, curation workflows, and preservation schedules. Use when the user asks about organizing family photos, preserving memories, creating memory books, or setting up a keepsake management system. Do NOT use for professional photography techniques (use design-creative skills) or social media content creation.

37 repo stars
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Networking Strategist 2 · ferroxlabs
Professional networking strategy, follow-up systems, relationship management, value-first approach, online and offline networking, and building a personal board of advisors. Use when the user asks about networking strategist, or needs help with professional networking strategy, follow-up systems, relationship management, value-first approach, online and offline networking, and building a personal board of advisors. Do NOT use when the request requires professional specialized advice or falls outside the scope of networking strategist.

37 repo stars
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Relationship Recovery 2 · ferroxlabs
Guide for rebuilding trust after betrayal or breakdown, exploring therapy options, repairing communication patterns, and making informed decisions about whether and how to restore a damaged relationship Use when the user asks about relationship recovery, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of relationship recovery or requires a different specialized skill.

37 repo stars
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School Readiness Prep 2 · ferroxlabs
Provides pre-kindergarten readiness checklists covering academic foundations, social-emotional skills, self-care abilities, and first-day preparation logistics. Produces structured skill-building activity plans and a first-day preparation checklist. Use when the user asks about preparing a child for kindergarten, pre-school readiness skills, first day of school preparation, or what a child should know before starting school. Do NOT use for diagnosing learning delays, clinical school readiness assessments, or creating formal educational curriculum.

37 repo stars
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Social Skills Builder 2 · ferroxlabs
Conversation skills, active listening, reading social cues, building rapport, navigating group dynamics, and developing social confidence for meaningful connections. Use when the user asks about social skills builder, or needs help with conversation skills, active listening, reading social cues, building rapport, navigating group dynamics, and developing social confidence for meaningful connections. Do NOT use when the request requires professional specialized advice or falls outside the scope of social skills builder.

37 repo stars
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Educational Game Designer 2 · ferroxlabs
Designing games that teach effectively, covering learning objectives integration, intrinsic motivation, Bloom's taxonomy in game design, assessment through play, age-appropriate design, accessibility, classroom integration strategies, and the distinction between edutainment and serious games. Use when the user asks about educational game designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Age Friendly Home Designer 2 · ferroxlabs
Design accessibility modifications and universal design solutions for aging in place including safety improvements, adaptive features, and home assessment guidance Use when the user asks about age friendly home designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of age friendly home designer or requires a different specialized skill.

37 repo stars
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Autism Workplace Navigator 2 · ferroxlabs
Guidance on workplace accommodations, communication strategies, strengths-based career development, and self-advocacy for autistic professionals. Use when the user asks about autism workplace navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of autism workplace navigator or requires a different specialized skill.

37 repo stars
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Beginner Strength Training 2 · ferroxlabs
Builds a 3-day-per-week beginner strength training program with compound movements, progressive overload rules, set and rep schemes, rest intervals, and a deload protocol. Gathers the user's available equipment, schedule, and goals, then produces a structured training program table. Use when the user asks about starting a weight training program, beginner lifting, first gym routine, or how to build strength as a beginner. Do NOT use for intermediate or advanced programming (use intermediate-strength-training or training-program-periodization), injury rehabilitation, or sport-specific conditioning (use sports-specific-conditioning).

37 repo stars
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Caregiver Wellness Planner 2 · ferroxlabs
Develop burnout prevention strategies, self-care plans, and support resources for healthcare professionals and family caregivers. Use when the user asks about caregiver wellness planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of caregiver wellness planner or requires a different specialized skill.

37 repo stars
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Financial Fraud Protection 2 · ferroxlabs
Comprehensive guide to protecting against financial fraud including identity theft prevention strategies, credit monitoring setup, scam identification (phishing, vishing, romance, investment), fraud reporting procedures, credit freeze and lock mechanisms, recovery steps after fraud occurs, elder fraud awareness, and teaching children about scam recognition. Use when the user asks about financial fraud protection, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of financial fraud protection or requires a different specialized skill.

37 repo stars
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Health Insurance Navigator 2 · ferroxlabs
Demystifies health insurance with guidance on plan comparison, claims processing, appeals procedures, and coverage optimization strategies to maximize benefits and minimize costs. Use when the user asks about health insurance navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of health insurance navigator or requires a different specialized skill.

37 repo stars
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Stretching And Flexibility 2 · ferroxlabs
Builds structured stretching routines using static, dynamic, and PNF stretching methods with specific hold times, frequency guidelines, and progression protocols for improving flexibility. Produces a targeted stretching program organized by muscle group and stretching type. Use when the user asks about improving flexibility, creating a stretching routine, pre-workout or post-workout stretching, or specific stretching techniques like PNF or dynamic stretching. Do NOT use for yoga sequence design (use yoga-routine-builder), injury rehabilitation stretching, or foam rolling and self-myofascial release protocols.

37 repo stars
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Thirty Day Habit Challenge 2 · ferroxlabs
Creates a complete 30-day habit challenge with daily commitment schedules, progressive difficulty, milestone markers, and tracking sheets. Gathers the user's target habit and starting level, then produces a day-by-day challenge plan with specific daily actions, rest days, and completion criteria. Use when the user asks about 30-day challenges, month-long habit experiments, daily commitment plans, or structured habit-building programs. Do NOT use for clinical behavior modification, addiction recovery programs, or extreme fitness challenges requiring medical clearance.

37 repo stars
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Workout Recovery Protocols 2 · ferroxlabs
Provides structured recovery frameworks covering sleep optimization for training, nutrition timing around workouts, active recovery programming, and deload scheduling. Produces a complete recovery protocol tailored to the user's training volume and recovery capacity. Use when the user asks about recovery between workouts, post-workout nutrition timing, deload weeks, active recovery, or how to manage training fatigue. Do NOT use for injury rehabilitation (consult a physical therapist), sleep disorders (consult a healthcare provider), or designing the training program itself (use strength training or running skills).

37 repo stars
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Fdm Printing Beginner Guide 2 · ferroxlabs
Teaches beginners FDM 3D printing fundamentals: slicer software settings (layer height, infill percentage, support structures), bed adhesion methods, common print failure diagnosis (stringing, warping, layer shifting, under-extrusion), and a first-print sequence that builds understanding progressively. Use when the user wants to start 3D printing, asks about slicer settings, print quality troubleshooting, filament selection, or bed adhesion. Do NOT use for resin (SLA/DLP) printing, 3D modeling and CAD design, or professional manufacturing processes.

37 repo stars
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Guitar Beginner Foundations 2 · ferroxlabs
Teaches absolute beginners the first open chord shapes (G, C, D, Em, Am), correct finger placement with fret-hand diagrams, basic strumming patterns (all-downstroke, down-down-up, alternating bass), and a first-song chord progression sequence. Use when the user wants to start learning guitar, asks about beginner chords, first strumming patterns, or how to hold and fret a guitar. Do NOT use for intermediate barre chords or lead guitar techniques, music theory beyond basic chord names (use music-theory-fundamentals), or professional recording setup (use home-recording-starter).

37 repo stars
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Home Maintenance Assessment 2 · ferroxlabs
Systematic home inspection evaluation covering structural systems, mechanical systems, exterior and interior condition, and safety readiness. Produces a prioritized maintenance scorecard with budget estimates and scheduling recommendations. Use when the user asks about home maintenance assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home maintenance assessment or requires a different specialized skill.

37 repo stars
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Paper Document Organization 2 · ferroxlabs
Creates a filing system for household documents including financial records, legal documents, medical files, warranties, and ongoing paperwork. Covers physical filing structure, retention schedules by document type, and a workflow for processing incoming paper. Use when the user asks about organizing paperwork, setting up a filing system, document retention periods, or managing household paperwork flow. Do NOT use for digital file organization, business document management, or general decluttering (use decluttering-method).

37 repo stars
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Inheritance Conversation Guide 2 · ferroxlabs
Provides communication frameworks for opening family conversations about estate planning, inheritance, and end-of-life wishes. Covers conversation starters, common objections, emotional preparation, and structured discussion formats for sensitive family topics. Use when the user asks about how to bring up estate planning with parents or family, how to talk about inheritance, or how to start the conversation about wills and end-of-life planning. Do NOT use for providing legal advice, recommending specific estate plans, mediating active family disputes, or providing therapy for grief or family conflict.

37 repo stars
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Marketing Analytics Report 2 · ferroxlabs
Produces a structured marketing analytics report with channel performance, customer acquisition cost, conversion rates, and actionable recommendations using marketing metrics methodology. Use when the user asks to create a marketing report, analyze campaign performance, review marketing metrics, build a marketing dashboard report, or present marketing results to stakeholders. Do NOT use for operations KPI dashboards (use ops-metrics-dashboard), financial P&L analysis (use finance skills), or product usage analytics (use product management skills).

37 repo stars
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Risk Tolerance Assessment 2 · ferroxlabs
Guides the user through a structured questionnaire to identify their investment risk tolerance based on time horizon, income stability, financial cushion, and emotional response to portfolio fluctuations. Produces a risk profile classification from conservative to aggressive. Use when the user asks about their risk tolerance, wants to assess how much investment risk they can handle, or needs a risk profile before building a portfolio allocation. Do NOT use for choosing specific investments (use portfolio-allocation-framework), understanding account types (use investment-account-types), or calculating retirement targets (use retirement-savings-calculator).

37 repo stars
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Conflict Resolution Framework 2 · ferroxlabs
Synthesizes Thomas-Kilmann conflict modes, Nonviolent Communication (NVC), Crucial Conversations concepts, and Mediation principles into The Resolution Protocol - a systematic framework for navigating and resolving interpersonal conflict. Use when the user asks about conflict resolution framework, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of conflict resolution framework or requires a different specialized skill.

37 repo stars
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Investment Philosophy Builder 2 · ferroxlabs
Synthesizes Bogle index investing, value investing, factor investing, and Modern Portfolio Theory into The Evidence-Based Portfolio - a framework for building a long-term investment philosophy grounded in evidence rather than speculation. Use when the user asks about investment philosophy builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of investment philosophy builder or requires a different specialized skill.

37 repo stars
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Systems Thinking Practitioner 2 · ferroxlabs
Applied systems thinking guide covering feedback loops, leverage points, causal loop diagrams, system archetypes, mental models, stocks and flows, and practical tools for understanding and intervening in complex systems. Use when the user asks about systems thinking practitioner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of systems thinking practitioner or requires a different specialized skill.

37 repo stars
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Code Health Scorecard 2 · ferroxlabs
Comprehensive codebase quality assessment that evaluates technical debt, code complexity, maintainability, and engineering practices to produce an actionable health scorecard. Use when the user asks about code health scorecard, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of code health scorecard or requires a different specialized skill.

37 repo stars
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Csharp Async Patterns 2 · ferroxlabs
Guides expert-level C# async programming: async/await pitfalls, ValueTask vs Task decision tree, CancellationToken patterns, IAsyncEnumerable, and ConfigureAwait considerations. Use when the user asks about C# async, await, ValueTask, Task, CancellationToken, IAsyncEnumerable, ConfigureAwait, async patterns. Do NOT use when the user asks about C# modern idioms (use `csharp-modern-idioms`), C# performance (use `csharp-performance`), C# ASP.NET (use `csharp-aspnet-patterns`).

37 repo stars
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Documentation As Code 2 · ferroxlabs
Treating documentation as a first-class engineering artifact with docs-in-repo workflows, automated generation, living documentation, testing, and continuous publishing pipelines. Use when the user asks about documentation as code, documentation as code best practices, or needs guidance on documentation as code implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Feature Flag Engineer 2 · ferroxlabs
Feature flag system design and progressive rollout strategies with targeting rules, lifecycle management, flag hygiene, kill switches, and experimentation patterns for safe continuous delivery. Use when the user asks about feature flag engineer, feature flag engineer best practices, or needs guidance on feature flag engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Git Monorepo Patterns 2 · ferroxlabs
Guides expert-level git monorepo patterns implementation: version-control and architecture decision frameworks, production-ready patterns, and concrete templates for git monorepo patterns workflows. Use when the user asks about git monorepo patterns, git monorepo patterns configuration, or version-control best practices for git projects. Do NOT use when the user needs a different developer tools capability -- check sibling skills in the developer tools subcategory.

37 repo stars
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Github Actions Expert 2 · ferroxlabs
GitHub Actions CI/CD expert covering workflow syntax, composite actions, reusable workflows, matrix strategies, self-hosted runners, caching strategies, secrets management, environment protection rules, and advanced workflow patterns. Use when the user asks about github actions expert, github actions expert best practices, or needs guidance on github actions expert implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Health Tech Developer 2 · ferroxlabs
Guide for developers building healthcare technology covering HIPAA compliance, HL7 and FHIR interoperability standards, EHR integration, patient data security, regulatory considerations, and navigating the unique technical challenges of healthcare software. Use when the user asks about health tech developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of health tech developer or requires a different specialized skill.

37 repo stars
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Java Testing Patterns 2 · ferroxlabs
Guides expert-level Java testing: JUnit 5, Mockito, AssertJ, Testcontainers, parameterized tests, and Spring Boot test slices. Use when the user asks about Java testing, JUnit 5, Mockito, AssertJ, Testcontainers, parameterized tests, Spring Boot testing. Do NOT use when the user asks about Java project setup (use `java-project-setup`), Java Spring patterns (use `java-spring-patterns`), general testing concepts (use `unit-testing-patterns`).

37 repo stars
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Nodejs Async Patterns 2 · ferroxlabs
Guides expert-level Node.js asynchronous programming: Promise composition, async/await patterns, event loop model, stream processing, worker threads, and AbortController for cancellation. Use when the user asks about Node.js async/await, Promise patterns, event loop, streams, worker threads, AbortController, async iterators. Do NOT use when the user asks about JavaScript idioms (use `javascript-idioms`), Node.js error handling (use `nodejs-error-handling`), Node.js performance (use `nodejs-performance`).

37 repo stars
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Nodejs Error Handling 2 · ferroxlabs
Guides expert-level Node.js error handling: Express error middleware, unhandled rejection handling, domain errors, structured logging integration, error classification, and graceful degradation. Use when the user asks about Node.js error handling, Express error middleware, unhandled rejections, structured logging, error propagation, graceful shutdown. Do NOT use when the user asks about JavaScript idioms (use `javascript-idioms`), Node.js async patterns (use `nodejs-async-patterns`), general error handling concepts (use language-specific skills).

37 repo stars
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NPM Dependency Doctor 2 · ferroxlabs
Fix npm dependency conflicts, audit vulnerabilities, resolve lockfile issues, and plan upgrades - with exact commands for every common npm problem. Use when the user asks about npm dependency doctor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of npm dependency doctor or requires a different specialized skill.

37 repo stars
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Oss Community Builder 2 · ferroxlabs
Design and grow thriving open source communities with governance models, codes of conduct, onboarding programs, and communication strategies Use when the user asks about oss community builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss community builder or requires a different specialized skill.

37 repo stars
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Performance Profiling 2 · ferroxlabs
Guides expert-level performance profiling implementation: optimization and debugging decision frameworks, production-ready patterns, and concrete templates for performance profiling workflows. Use when the user asks about performance profiling, performance profiling configuration, or optimization best practices for performance projects. Do NOT use when the user needs a different developer tools capability -- check sibling skills in the developer tools subcategory.

37 repo stars
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Python Async Patterns 2 · ferroxlabs
Guides expert-level Python async and concurrent programming: asyncio event loop, async/await patterns, threading vs multiprocessing decision tree, GIL implications, async context managers, and concurrent task management. Covers when to use each concurrency primitive. Use when the user asks about Python async programming, asyncio, threading vs multiprocessing, GIL behavior, async context managers, or concurrent Python execution. Do NOT use when the user asks about Python project setup (use `python-project-setup`), testing async code (use `python-testing-patterns`), or general performance optimization (use `python-performance`).

37 repo stars
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Python Error Handling 2 · ferroxlabs
Guides expert-level Python error handling: exception hierarchy design, custom exception classes, contextlib patterns, structured logging integration, error propagation strategies, and recovery patterns. Covers designing error handling that makes debugging faster. Use when the user asks about Python exception handling, designing custom exceptions, error propagation, logging strategy, or structuring error recovery in Python applications. Do NOT use when the user asks about Python project setup (use `python-project-setup`), async-specific error handling (use `python-async-patterns`), or language-agnostic error patterns (check framework-specific skills).

37 repo stars
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Ruby Testing Patterns 2 · ferroxlabs
Guides expert-level ruby testing patterns implementation: ruby and testing decision frameworks, production-ready patterns, and concrete templates for ruby testing patterns workflows. Use when the user asks about ruby testing patterns, ruby testing patterns configuration, or ruby best practices for ruby projects. Do NOT use when the user needs a different languages runtimes capability -- check sibling skills in the languages runtimes subcategory.

37 repo stars
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Rust Testing Patterns 2 · ferroxlabs
Guides expert-level Rust testing: unit test organization, integration tests, property testing with proptest, benchmark testing with criterion, and mock patterns. Use when the user asks about Rust testing, unit tests, integration tests, proptest, criterion, mocking in Rust, test organization. Do NOT use when the user asks about Rust project setup (use `rust-project-setup`), Rust error handling (use `rust-error-handling`), general testing concepts (use `unit-testing-patterns`).

37 repo stars
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System Design Process 2 · ferroxlabs
Guides expert-level system design process implementation: best-practices and design-patterns decision frameworks, production-ready patterns, and concrete templates for system design process workflows. Use when the user asks about system design process, system design process configuration, or architecture best practices for system projects. Do NOT use when the user needs a different architecture design capability -- check sibling skills in the architecture design subcategory.

37 repo stars
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Web Scraping Engineer 2 · ferroxlabs
Web scraping engineering expert covering Puppeteer and Playwright browser automation, headless scraping patterns, data extraction techniques, rate limiting and throttling, robots.txt compliance, anti-bot detection awareness, legal considerations, structured data extraction, and scraping architecture at scale. Use when the user asks about web scraping engineer, web scraping engineer best practices, or needs guidance on web scraping engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Carbon Footprint Calculator 2 · ferroxlabs
Carbon footprint calculation expertise covering personal and business emission measurement across Scope 1-3, reduction strategy prioritization, carbon offset evaluation and quality criteria, tracking and reporting frameworks (GHG Protocol), lifestyle change impact quantification, and building actionable decarbonization plans. Use when the user asks about carbon footprint calculator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of carbon footprint calculator or requires a different specialized skill.

37 repo stars
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Sustainable Investing Guide 2 · ferroxlabs
Sustainable investing expertise covering ESG criteria evaluation, greenwashing detection, impact measurement frameworks, sustainable fund selection, screening strategies (negative, positive, thematic), ESG rating provider comparison, regulatory landscape (EU SFDR, SEC), and building a values-aligned investment portfolio. Use when the user asks about sustainable investing guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sustainable investing guide or requires a different specialized skill.

37 repo stars
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Accommodation Evaluator 2 · ferroxlabs
Creates a structured comparison framework for evaluating hotels, hostels, vacation rentals, and other accommodation types. Produces a weighted scoring rubric with red-flag indicators and a side-by-side comparison table. Use when the user asks about choosing between accommodation options, evaluating rental listings, comparing hotel types, or creating accommodation selection criteria for a trip. Do NOT use for general trip planning (use trip-itinerary-builder), budget optimization (use budget-travel-planner), or booking strategy (use airfare-search-strategy for flights).

37 repo stars
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Airfare Search Strategy 2 · ferroxlabs
Creates a booking-window and alert strategy for finding low-fare airfare. Produces a search timeline, fare monitoring plan, and booking decision framework based on route type, travel dates, and flexibility. Use when the user asks about finding cheap flights, when to book airfare, how to set fare alerts, or how to optimize flight search timing. Do NOT use for trip itinerary building (use trip-itinerary-builder), travel day logistics (use travel-day-optimizer), or travel rewards and points strategy (use travel-rewards-optimizer).

37 repo stars
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Corporate Event Manager 2 · ferroxlabs
Complete guide to managing corporate events covering team building activities, product launches, holiday parties, awards ceremonies, hybrid event execution, vendor management, executive stakeholder expectations, and post-event ROI measurement. Use when the user asks about corporate event manager or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Currency Exchange Guide 2 · ferroxlabs
Creates a currency exchange strategy with method comparison, cost-of-exchange calculations, and a destination-specific payment plan. Produces a decision framework for choosing between exchange methods (ATM, card, cash exchange) with fee breakdowns and tipping guidance. Use when the user asks about exchanging money for travel, comparing exchange methods, understanding foreign transaction fees, or planning how to pay abroad. Do NOT use for personal finance management (use personal-finance skills), investment in foreign currency, or travel budget planning (use budget-travel-planner).

37 repo stars
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Food Festival Organizer 2 · ferroxlabs
Plan and execute food festivals with vendor management, permits and licensing, event logistics, marketing strategy, food safety compliance, and crowd management Use when the user asks about food festival organizer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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New Year Goal Architect 2 · ferroxlabs
Provides a structured framework for year-end reflection, intentional goal setting, and building accountability systems that transform resolutions into lasting changes. Use when the user asks about new year goal architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of new year goal architect or requires a different specialized skill.

37 repo stars
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Restaurant Finder Guide 2 · ferroxlabs
Creates a structured vetting criteria checklist and shortlisting process for finding restaurants while traveling. Gathers destination, cuisine preferences, dietary restrictions, budget, and dining occasion to produce a repeatable restaurant evaluation framework with a scored shortlist template and reservation logistics guide. Use when the user asks how to find restaurants while traveling, how to evaluate restaurants in a new city, how to avoid tourist traps, or how to choose where to eat on vacation. Do NOT use for meal planning at home (use home-household skills), recipe discovery, or food tourism itinerary building (use trip-planning skills).

37 repo stars
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Seasonal Timing Advisor 2 · ferroxlabs
Analyzes the best time to visit a travel destination across weather, crowd levels, and cost dimensions. Produces a month-by-month comparison matrix with a recommended travel window and tradeoff analysis. Use when the user asks about the best time to visit a destination, when to travel for the fewest crowds, cheapest flights, or best weather, or when comparing travel windows for a destination. Do NOT use for specific itinerary building (use trip-itinerary-builder), activity-specific seasonal availability (use adventure-activity-planner), or budget optimization (use budget-travel-planner).

37 repo stars
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Summer Activity Planner 2 · ferroxlabs
Plans enriching summer experiences including camps, travel, projects, outdoor activities, and budget management for families and individuals seeking an intentional summer. Use when the user asks about summer activity planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of summer activity planner or requires a different specialized skill.

37 repo stars
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Accessibility Testing Lead 2 · ferroxlabs
Design and execute comprehensive accessibility testing strategies combining automated scanning, manual evaluation, and assistive technology testing, with audit templates and stakeholder reporting. Use when the user asks about accessibility testing lead, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of accessibility testing lead or requires a different specialized skill.

37 repo stars
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Assistive Technology Guide 2 · ferroxlabs
Guide developers and designers in supporting the full range of assistive technologies including switch access, eye tracking, voice control, screen magnification, and alternative input devices. Use when the user asks about assistive technology guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of assistive technology guide or requires a different specialized skill.

37 repo stars
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Frontend Performance Audit 2 · ferroxlabs
Comprehensive frontend performance assessment covering Core Web Vitals, bundle analysis, rendering efficiency, and accessibility to produce an actionable audit report. Use when the user asks about frontend performance audit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of frontend performance audit or requires a different specialized skill.

37 repo stars
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Nextjs App Router Patterns 2 · ferroxlabs
Guides expert-level next.js app router patterns implementation: typescript and frameworks decision frameworks, production-ready patterns, and concrete templates for nextjs app router patterns workflows. Use when the user asks about next.js app router patterns, nextjs app router patterns configuration, or typescript best practices for next.js projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Nextjs Deployment Patterns 2 · ferroxlabs
Guides expert-level next.js deployment patterns implementation: typescript and frameworks decision frameworks, production-ready patterns, and concrete templates for nextjs deployment patterns workflows. Use when the user asks about next.js deployment patterns, nextjs deployment patterns configuration, or typescript best practices for next.js projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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React Performance Patterns 2 · ferroxlabs
Guides expert-level react performance patterns implementation: javascript and typescript decision frameworks, production-ready patterns, and concrete templates for react performance patterns workflows. Use when the user asks about react performance patterns, react performance patterns configuration, or javascript best practices for react projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Responsive Design Patterns 2 · ferroxlabs
Guides expert-level responsive design patterns implementation: html-css and responsive-design decision frameworks, production-ready patterns, and concrete templates for responsive design patterns workflows. Use when the user asks about responsive design patterns, responsive design patterns configuration, or html-css best practices for responsive projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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State Management Architect 2 · ferroxlabs
State management architecture expertise covering Redux, Zustand, Jotai, signals, server state vs client state, state machine patterns, choosing the right approach for your application, and avoiding over-engineering state solutions. Use when the user asks about state management architect, state management architect best practices, or needs guidance on state management architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Web Accessibility Patterns 2 · ferroxlabs
Guides expert-level web accessibility patterns implementation: accessibility and web-development decision frameworks, production-ready patterns, and concrete templates for web accessibility patterns workflows. Use when the user asks about web accessibility patterns, web accessibility patterns configuration, or accessibility best practices for web projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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AI Readiness Evaluation 2 · ferroxlabs
Organizational AI readiness assessment evaluating data quality, team capabilities, infrastructure, governance, and use case prioritization to produce an actionable readiness scorecard. Use when the user asks about ai readiness evaluation, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ai readiness evaluation or requires a different specialized skill.

37 repo stars
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Knowledge Graph Builder 2 · ferroxlabs
Knowledge graph engineering covering ontology design, graph database selection (Neo4j, Amazon Neptune, ArangoDB), entity and relation extraction from text, graph-based RAG (GraphRAG), knowledge graph embeddings, graph query optimization, and integration patterns with LLM systems. Use when the user asks about knowledge graph builder, knowledge graph builder best practices, or needs guidance on knowledge graph builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Database Migration Patterns 2 · ferroxlabs
Guides expert-level database migration patterns implementation: database and automation decision frameworks, production-ready patterns, and concrete templates for database migration patterns workflows. Use when the user asks about database migration patterns, database migration patterns configuration, or database best practices for database projects. Do NOT use when the user needs a different backend infrastructure capability -- check sibling skills in the backend infrastructure subcategory.

37 repo stars
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Websocket Realtime Patterns 2 · ferroxlabs
Guides expert-level websocket and real-time patterns implementation: web-development and frameworks decision frameworks, production-ready patterns, and concrete templates for websocket realtime patterns workflows. Use when the user asks about websocket and real-time patterns, websocket realtime patterns configuration, or backend best practices for websocket projects. Do NOT use when the user needs a different backend infrastructure capability -- check sibling skills in the backend infrastructure subcategory.

37 repo stars
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API First Company Builder 2 · ferroxlabs
Strategic and tactical guide to building API-as-a-product businesses covering API design, developer experience, documentation, pricing models, go-to-market strategy, developer support, and scaling an API platform. Use when the user asks about api first company builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of api first company builder or requires a different specialized skill.

37 repo stars
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Customer Experience Audit 2 · ferroxlabs
Customer experience assessment evaluating journey touchpoints, satisfaction metrics, support quality, feedback loops, and experience design to produce an actionable CX scorecard. Use when the user asks about customer experience audit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of customer experience audit or requires a different specialized skill.

37 repo stars
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Freelance Writer Launcher 2 · ferroxlabs
Complete guide to launching a freelance writing career covering pitching editors, rate negotiation, portfolio development, niche selection, and building a sustainable client pipeline. Use when the user asks about freelance writer launcher, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of freelance writer launcher or requires a different specialized skill.

37 repo stars

4,845 published skills · page 11 of 49