FerroxLabs

@ferroxlabs source repo

4.8k skills
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37 repo stars
4 weeks ago last updated

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Tech Debt Analyzer 2 · ferroxlabs
Technical debt assessment covering debt categorization, measurement metrics, prioritization matrix, repayment strategies, stakeholder communication, tracking systems, and refactoring budget allocation. Use when the user asks about tech debt analyzer, tech debt analyzer best practices, or needs guidance on tech debt analyzer 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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Composting Starter Guide 2 · ferroxlabs
Sets up a home composting system from bin selection to first harvest, covering tumbler, static bin, and vermicompost options. Provides the green/brown ratio (3:1 brown:green by volume), troubleshooting for common problems (odor, pests, slow decomposition), and seasonal maintenance guidance for different climates. Use when the user asks about starting a compost bin, composting food scraps, choosing a composting method, or troubleshooting compost problems. Do NOT use for large-scale or commercial composting, biogas or methane digester systems, municipal composting program design, or using compost as fertilizer in a garden plan (use gardening skills).

37 repo stars
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Renewable Energy Planner 2 · ferroxlabs
Solar, wind, and community energy planning with ROI analysis, incentive navigation, system sizing, and implementation guidance for residential and small commercial projects Use when the user asks about renewable energy planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of renewable energy planner or requires a different specialized skill.

37 repo stars
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Budget Travel Hacker 2 · ferroxlabs
Flight deal strategies, accommodation optimization, travel rewards maximization, destination research, packing efficiency, and cost-saving techniques for affordable travel. Use when the user asks about budget travel hacker, or needs help with flight deal strategies, accommodation optimization, travel rewards maximization, destination research, packing efficiency, and cost-saving techniques for affordable travel. Do NOT use when the request requires professional specialized advice or falls outside the scope of budget travel hacker.

37 repo stars
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Conference Organizer 2 · ferroxlabs
Complete guide to organizing conferences and large events covering venue selection, speaker management, agenda design, sponsorship acquisition, registration systems, A/V requirements, volunteer coordination, post-event follow-up, and budget management. Use when the user asks about conference 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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End Of Year Reviewer 2 · ferroxlabs
Guides comprehensive year-end reviews covering financial assessment, career reflection, personal growth evaluation, and strategic planning for the year ahead. Use when the user asks about end of year reviewer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of end of year reviewer or requires a different specialized skill.

37 repo stars
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Food Tourism Planner 2 · ferroxlabs
Creates food-focused travel itineraries featuring local markets, signature dishes, cooking classes, and food district routing. Produces a day-by-day food itinerary with meal scheduling, neighborhood guides, and dietary accommodation notes. Use when the user asks about planning food experiences abroad, creating a food tour itinerary, finding local culinary highlights, or organizing cooking class trips. Do NOT use for general trip planning (use trip-itinerary-builder), restaurant reviews, or meal prep and cooking technique guidance (use home-household cooking skills).

37 repo stars
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Packing List Builder 2 · ferroxlabs
Creates categorized packing checklists with quantity columns and trip-type and weather conditionals. Gathers destination, trip duration, activities planned, weather forecast, and traveler preferences to produce a printable packing list organized by category with check-off boxes. Use when the user asks to create a packing list, figure out what to pack, prepare luggage for a trip, or organize travel gear by category. Do NOT use for trip itinerary building (use trip-itinerary-builder), travel budgets (use budget-travel-planner), or moving and relocation packing.

37 repo stars
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Tax Season Navigator 2 · ferroxlabs
Guides you through tax filing preparation with deduction checklists, software comparison, deadline tracking, and organization strategies to maximize returns and minimize stress. Use when the user asks about tax season navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tax season navigator or requires a different specialized skill.

37 repo stars
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Travel Day Optimizer 2 · ferroxlabs
Creates minute-by-minute travel day schedules from departure to arrival, covering airport timelines, transit connections, check-in sequences, and contingency buffers. Produces a complete travel day checklist with time stamps, action items, and what-if scenarios for delays. Use when the user asks about organizing a travel day, planning airport timing, creating a departure-to-arrival schedule, or managing tight connections. Do NOT use for multi-day trip itineraries (use trip-itinerary-builder), packing guidance (use packing-list-builder), or airport navigation (use airport-navigation-guide).

37 repo stars
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Wedding Season Guest 2 · ferroxlabs
Navigates wedding season as a guest with guidance on gift etiquette, travel planning, budgeting for multiple events, dress code decoding, and being a supportive attendee. Use when the user asks about wedding season guest, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of wedding season guest or requires a different specialized skill.

37 repo stars
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Workshop Facilitator 2 · ferroxlabs
Complete guide to designing and facilitating workshops covering workshop design methodology, learning objectives, interactive activities, materials preparation, timing and pacing, group dynamics management, remote versus in-person facilitation, feedback collection, and post-workshop follow-up. Use when the user asks about workshop facilitator 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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Cognitive Accessibility 2 · ferroxlabs
Design interfaces that support users with cognitive and learning disabilities through plain language, clear navigation, predictable behavior, focus management, and effective error prevention. Use when the user asks about cognitive accessibility, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cognitive accessibility or requires a different specialized skill.

37 repo stars
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Color Contrast Designer 2 · ferroxlabs
Design accessible color systems using WCAG contrast ratios and APCA, simulate color blindness, build dark mode palettes, and select tooling for contrast validation. Use when the user asks about color contrast designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of color contrast designer or requires a different specialized skill.

37 repo stars
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React Server Components 2 · ferroxlabs
Guides expert-level react server components implementation: typescript and frameworks decision frameworks, production-ready patterns, and concrete templates for react server components workflows. Use when the user asks about react server components, react server components configuration, or typescript 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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Screen Reader Optimizer 2 · ferroxlabs
Optimize web content for screen reader compatibility using semantic HTML, ARIA patterns, and live region management, with testing workflows for NVDA, VoiceOver, and JAWS. Use when the user asks about screen reader optimizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of screen reader optimizer or requires a different specialized skill.

37 repo stars
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Wcag Compliance Auditor 2 · ferroxlabs
Audit digital products against WCAG 2.1/2.2 standards, determine conformance levels, identify failures, and produce actionable remediation plans with prioritized fixes. Use when the user asks about wcag compliance auditor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of wcag compliance auditor or requires a different specialized skill.

37 repo stars
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Automation Architect 2 · ferroxlabs
Workflow automation design using Zapier, Make, and n8n covering trigger-action architecture, multi-step automation workflows, error handling strategies, personal versus business automation patterns, ROI calculation, and a library of common automation recipes. Use when the user asks about automation architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of automation architect or requires a different specialized skill.

37 repo stars
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Fine Tuning Strategy 2 · ferroxlabs
Guides expert-level fine-tuning strategy implementation: ai-ml and optimization decision frameworks, production-ready patterns, and concrete templates for fine tuning strategy workflows. Use when the user asks about fine-tuning strategy, fine tuning strategy configuration, or ai-ml best practices for fine-tuning 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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Background Jobs Patterns 2 · ferroxlabs
Guides expert-level background jobs patterns implementation: architecture and optimization decision frameworks, production-ready patterns, and concrete templates for background jobs patterns workflows. Use when the user asks about background jobs patterns, background jobs patterns configuration, or backend best practices for background 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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Art Commission Manager 2 · ferroxlabs
Guides artists through the full commission lifecycle including pricing formulas, contract templates, revision policies, client communication, and delivery workflows for sustainable freelance art practices. Use when the user asks about art commission manager, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of art commission manager or requires a different specialized skill.

37 repo stars
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Bootstrapping Strategy 2 · ferroxlabs
Creates a revenue-first growth plan with self-funding milestones, resource constraints, profitability targets, and bootstrapping-specific tactics for building a business without external investment. Use when the user asks about bootstrapping, self-funding a business, growing without investors, revenue-first growth, or building a profitable business from day one. Do NOT use for fundraising from investors (use fundraising-narrative), venture-backed growth (use scaling-checklist), or financial modeling (use financial-model-structure).

37 repo stars
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Creative Agency Runner 2 · ferroxlabs
Creative agency management guidance covering new business pitching, client relationship management, team leadership, project profitability, agency positioning, resource planning, pricing models, creative process design, talent retention, and scaling operations. Includes pitch templates, utilization tracking, profitability calculators, and client onboarding frameworks. Use when the user asks about creative agency runner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of creative agency runner or requires a different specialized skill.

37 repo stars
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Design Studio Operator 2 · ferroxlabs
Practical guide to running a design studio or creative agency covering client acquisition, project management, pricing strategies, team structure, quality standards, growth planning, and building a sustainable creative business. Use when the user asks about design studio operator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of design studio operator or requires a different specialized skill.

37 repo stars
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Expense Report Builder 2 · ferroxlabs
Organize and submit expense reports efficiently - category templates, receipt management, policy compliance, and streamlined submission workflows. Use when the user asks about expense report builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of expense report builder or requires a different specialized skill.

37 repo stars
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Fundraising Strategist 2 · ferroxlabs
Guide to comprehensive fundraising strategy including annual campaigns, major gifts, crowdfunding, events, corporate sponsorship, planned giving, donor stewardship, and calendar management. Use when the user asks about fundraising strategist 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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Healthcare Team Leader 2 · ferroxlabs
Lead multidisciplinary healthcare teams with effective communication, safe handoffs, safety culture practices, and team coordination strategies. Use when the user asks about healthcare team leader, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of healthcare team leader or requires a different specialized skill.

37 repo stars
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Mission Vision Writing 2 · ferroxlabs
Produces mission and vision statements using strategic communications formulas, with a present-focused mission statement and a future-focused vision statement tailored to the organization's purpose and aspirations. Use when the user asks to write or refine a mission statement, create a vision statement, define organizational purpose, or articulate company direction for stakeholders. Do NOT use for brand positioning statement (use brand-positioning), value proposition for customers (use value-proposition), or full business plan (use business-plan).

37 repo stars
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Nonprofit Grant Writer 2 · ferroxlabs
Guide to nonprofit and foundation grant writing including prospect research, letters of inquiry, full proposals, budgets, reporting, and funder relationship building. Focused on private foundations, community foundations, and corporate giving programs. Use when the user asks about nonprofit grant writer 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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Rental Arbitrage Guide 2 · ferroxlabs
Guide to short-term rental arbitrage covering property selection, lease negotiation, furnishing strategy, platform management, regulations compliance, and scaling a portfolio. Use when the user asks about rental arbitrage guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of rental arbitrage guide or requires a different specialized skill.

37 repo stars
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Social Impact Measurer 2 · ferroxlabs
Guide to measuring and communicating social impact including logic models, theory of change, outcome indicators, data collection methods, reporting, and evaluation frameworks. Use when the user asks about social impact measurer 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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Resume Summary Writer 2 · ferroxlabs
Writes a 3-5 sentence professional summary section for a resume, tailored to the target role and experience level. The summary leads with the strongest differentiators and uses language aligned to the target field. Produces complete, paste-ready summary text. Use when the user wants to write or improve their resume summary, professional profile, or career summary section. Do NOT use for resume experience bullets (use resume-bullet-writer), career change resume rewrites (use career-change-resume), or LinkedIn About sections (use linkedin-summary-writer).

37 repo stars
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Digital Illustration Guide 2 · ferroxlabs
Comprehensive digital illustration guide covering Procreate and Photoshop workflows, layer management and blending modes, brush customization, composition principles, color theory application, digital painting techniques, style development, and portfolio building for professional illustrators. Use when the user asks about digital illustration guide 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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Gallery Exhibition Planner 2 · ferroxlabs
Gallery exhibition planning guidance covering curation strategy, installation design, exhibition proposals, opening event production, press outreach, artist statements, pricing artwork, gallery agreements, shipping and handling, and post-exhibition follow-up. Includes timeline templates, budget worksheets, press release formats, and installation checklists. Use when the user asks about gallery exhibition planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of gallery exhibition planner or requires a different specialized skill.

37 repo stars
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Business Reporting Cadence 2 · ferroxlabs
Designs a business reporting cadence with weekly, monthly, and quarterly report structures including audience, content, format, and distribution list for each. Produces report templates with section headings and chart placeholders. Use when the user asks to set up a reporting schedule, design recurring business reports, standardize report formats across teams, or define who gets what report and when. Do NOT use for dashboard design (use bi-dashboard-spec), individual KPI definition (use kpi-definition), or data storytelling for a one-time presentation (use data-storytelling).

37 repo stars
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Streaming Data Engineer 2 · ferroxlabs
Hands-on streaming data engineering covering Apache Kafka producer/consumer tuning, Flink stateful stream processing, Spark Structured Streaming, windowing strategies (tumbling, sliding, session, global), exactly-once semantics, backpressure management, dead-letter queues, schema evolution, and production monitoring patterns. Use when the user asks about streaming data engineer, streaming data engineer best practices, or needs guidance on streaming data 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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Brand Identity Evaluator 2 · ferroxlabs
Structured brand identity assessment covering visual consistency, messaging alignment, market positioning, competitor comparison, audience perception, and producing an actionable brand improvement plan. Use when the user asks about brand identity evaluator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of brand identity evaluator or requires a different specialized skill.

37 repo stars
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Content Strategy Auditor 2 · ferroxlabs
Structured content strategy assessment covering content inventory and performance analysis, gap identification, competitive benchmarking, audience alignment, and producing an actionable content optimization plan. Use when the user asks about content strategy auditor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of content strategy auditor or requires a different specialized skill.

37 repo stars
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Podcast Episode Planning 2 · ferroxlabs
Produces a complete podcast episode brief with episode thesis, guest briefing, segment structure with timing, transition language, show notes template, and SEO-optimized episode description. Use when the user asks to plan a podcast episode, structure a podcast recording session, or create an episode outline. Do NOT use for interview-specific question preparation (use podcast-interview-guide), audio post-production settings (use audio-editing-guide), or video podcast storyboarding (use video-storyboard).

37 repo stars
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Real Estate Photographer 2 · ferroxlabs
Expert real estate photography guidance covering wide-angle technique, HDR methods, virtual tour creation, and the flambient lighting method for professional property imagery Use when the user asks about real estate photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of real estate photographer or requires a different specialized skill.

37 repo stars
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Responsive Layout Design 2 · ferroxlabs
Produces a responsive layout specification with breakpoints, column grids per breakpoint, component behavior rules, and content priority ordering for multi-device interfaces. Use when the user asks to design a responsive layout, define breakpoints, plan how content adapts across screen sizes, or create a multi-device layout specification. Do NOT use for wireframing a single device (use wireframe-specification), defining animations (use prototype-spec), or writing responsive CSS code (use a software-development skill).

37 repo stars
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Street Photography Guide 2 · ferroxlabs
Produces a street photography guide with focal length selection rationale, hyperfocal distance, zone focusing technique, aperture and shutter speed starting points, ethical considerations for subject consent, and post-processing aesthetic direction. Camera-agnostic instructions. Use when the user asks about street photography technique, candid photography, urban photography, or documentary-style shooting in public. Do NOT use for portrait posing (use portrait-technique), studio lighting (use lighting-setup), or landscape composition (use composition-guide).

37 repo stars
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Dynamic Programming Solver 2 · ferroxlabs
Guides dynamic programming mastery including memoization, tabulation, state design, space optimization, and common DP patterns with complexity analysis Use when the user asks about dynamic programming solver, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dynamic programming solver or requires a different specialized skill.

37 repo stars
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Graph Algorithm Specialist 2 · ferroxlabs
Guides graph algorithm mastery including BFS, DFS, shortest paths, minimum spanning trees, topological sort, and cycle detection with implementation patterns Use when the user asks about graph algorithm specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of graph algorithm specialist or requires a different specialized skill.

37 repo stars
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Bedtime Storyteller 2 · ferroxlabs
Interactive bedtime story creation engine that generates personalized, age-appropriate stories by theme, moral, and child's interests, with calming narrative techniques and options for series and recurring characters. Use when the user asks about bedtime storyteller, or needs help with interactive bedtime story creation engine that generates personalized, age-appropriate stories by theme, moral, and child's interests, with calming narrative techniques and options for series and recurring characters. Do NOT use when the request requires professional specialized advice or falls outside the scope of bedtime storyteller.

37 repo stars
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Bereavement Support 2 · ferroxlabs
Produces structured logistics frameworks for the immediate aftermath of a death and ongoing practical support for the bereaved, covering notification lists, arrangement decisions, document collection, estate tasks, and long-term administrative transitions. Focuses on the practical steps and organizational tasks, not grief therapy or emotional processing. Use when the user asks about what to do after someone dies, managing the logistics after a death, or organizing practical support for a bereaved person. Do NOT use for grief counseling, emotional processing of loss, or estate legal advice (consult an attorney for probate).

37 repo stars
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College Prep Parent 2 · ferroxlabs
Guide parents through the complete college preparation journey from 9th through 12th grade, including financial planning with 529s and FAFSA, campus visits, application support, scholarship strategy, managing expectations, handling rejection, and the emotional process of letting go. Use when the user asks about college prep parent, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of college prep parent or requires a different specialized skill.

37 repo stars
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Communication Coach 2 · ferroxlabs
Communication skills development using active listening, Nonviolent Communication (NVC/Rosenberg), assertiveness training, difficult conversation frameworks, feedback models, empathy building, and communication style assessment. Use when the user asks about communication coach, or needs help with communication skills development using active listening, nonviolent communication (nvc/rosenberg), assertiveness training, difficult conversation frameworks, feedback models, empathy building, and communication style assessment. Do NOT use when the request requires professional specialized advice or falls outside the scope of communication coach.

37 repo stars
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Conflict Resolution 2 · ferroxlabs
Provides an interest-based negotiation framework adapted for personal relationships with de-escalation sequences, structured dialogue steps, and resolution templates. Produces step-by-step conflict resolution plans with specific scripts for each phase. Use when the user asks about resolving a conflict with a partner, family member, or friend, needs de-escalation strategies, or wants a structured approach to disagreements. Do NOT use for workplace conflict mediation, legal disputes, assessing whether a relationship is healthy, or replacing couples counseling.

37 repo stars
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First Job Navigator 2 · ferroxlabs
Guide for navigating the first 90 days of a new career including workplace culture navigation, professional communication, managing up, building reputation, establishing work-life boundaries, 401k and benefits enrollment, and creating a professional development plan. Use when the user asks about first job navigator 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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Homework Strategies 2 · ferroxlabs
Parent-facing coaching guide for supporting children's homework and study habits. Covers building routines, workspace setup, age-appropriate involvement levels, managing resistance, teacher communication, and developing executive function skills from elementary through high school. Use when the user asks about homework strategies, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of homework strategies or requires a different specialized skill.

37 repo stars
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Job Loss Transition 2 · ferroxlabs
Produces structured transition plans for immediate financial stabilization after job loss, covering 30-day action plans, benefits continuation checklists (COBRA timeline, unemployment filing), expense reduction frameworks, and job search reactivation sequences. Focuses on the immediate practical steps to stabilize finances and relaunch a career search within the first 30-90 days. Use when the user asks about what to do after losing a job, managing finances during unemployment, or organizing a job loss recovery plan. Do NOT use for long-term career coaching (use career-development skills), detailed job search strategy (use job search skills), or mental health treatment for job loss depression.

37 repo stars
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New Parent Survival 2 · ferroxlabs
First-year parenting guide covering sleep strategies, feeding options (breast/formula/combo), developmental milestones, partner relationship maintenance, self-care, returning to work, and pediatrician visit preparation for new parents. Use when the user asks about new parent survival 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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Screen Time Manager 2 · ferroxlabs
Evidence-based screen time management using AAP guidelines, with schedule templates, quality content selection criteria, co-viewing strategies, digital literacy education, parental controls setup, and family media plan creation. Use when the user asks about screen time manager, or needs help with evidence-based screen time management using aap guidelines, with schedule templates, quality content selection criteria, co-viewing strategies, digital literacy education, parental controls setup, and family media plan creation. Do NOT use when the request requires professional specialized advice or falls outside the scope of screen time manager.

37 repo stars
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Clinical Trial Navigator 2 · ferroxlabs
Practical guide to clinical trial operations covering protocol design, participant recruitment, data management, regulatory requirements, site management, and navigating the clinical research process from planning through analysis. Use when the user asks about clinical trial navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of clinical trial navigator or requires a different specialized skill.

37 repo stars
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Dietary Pattern Overview 2 · ferroxlabs
Provides educational overviews of major dietary patterns including Mediterranean, plant-based, low-carb, DASH, paleo, and whole-food approaches. Explains the core principles, typical food composition, research-supported benefits, and practical considerations of each pattern without prescribing any specific diet for the user. Use when the user asks about different diets, what a Mediterranean or keto diet involves, comparing dietary approaches, or understanding the principles behind a specific dietary pattern. Do NOT use for personalized diet prescriptions, clinical dietary therapy, eating disorder guidance, or macro calculations (use macro-calculation).

37 repo stars
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Executive Function Coach 2 · ferroxlabs
Practical strategies for planning, task initiation, working memory, task switching, emotional regulation, and building executive function support systems. Use when the user asks about executive function coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of executive function coach or requires a different specialized skill.

37 repo stars
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Guided Meditation Leader 2 · ferroxlabs
Create and deliver guided meditation sessions including script writing, voice pacing guidance, theme selection, session structure, and adaptations for different audiences and settings. Use when the user asks about guided meditation leader, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of guided meditation leader or requires a different specialized skill.

37 repo stars
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Habit Stacking Framework 2 · ferroxlabs
Builds personalized habit stacks using implementation intentions that link new habits to existing daily anchors. Gathers the user's current routines and desired new habits, then produces a structured habit stack with "After I [existing habit], I will [new habit]" templates, a visual routine map, and a 2-week commitment plan. Use when the user asks about habit stacking, building new habits, implementation intentions, chaining habits together, or creating automatic routines. Do NOT use for breaking bad habits (use trigger-identification), addiction recovery, or clinical behavior modification programs.

37 repo stars
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Journaling Mental Health 2 · ferroxlabs
Creates personalized mental health journaling practices using specific formats (mood tracking journal, gratitude log, cognitive reframing journal, stream-of-consciousness dump, prompt-based reflection). Gathers the user's goals and preferences, then produces journal templates, prompt sets, and a weekly journaling schedule. Use when the user asks about journaling for mental health, mood tracking journals, therapeutic writing, reflection prompts, or starting a journaling practice for emotional wellbeing. Do NOT use for clinical therapy journaling assignments, trauma processing writing, or journaling as a replacement for professional mental health support.

37 repo stars
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Neurodiversity Parenting 2 · ferroxlabs
Guidance for parents of neurodivergent children including diagnosis navigation, IEP and 504 plan advocacy, strengths-based parenting approaches, and building supportive home environments. Use when the user asks about neurodiversity parenting, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of neurodiversity parenting or requires a different specialized skill.

37 repo stars
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Nutrition Label Literacy 2 · ferroxlabs
Teaches how to read and interpret food nutrition labels including serving size math, ingredient list interpretation, daily value percentages, and key nutrient identification. Produces a label reading guide that helps users make informed food comparisons without prescribing dietary choices. Use when the user asks about reading nutrition labels, understanding serving sizes, comparing food products, interpreting ingredient lists, or understanding daily value percentages on food packaging. Do NOT use for clinical dietary management, allergy identification (consult an allergist), macro calculation (use macro-calculation), or product recommendations.

37 repo stars
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Recipe Modification Diet 2 · ferroxlabs
Adapts standard recipes for common dietary restrictions including gluten-free, dairy-free, vegan, low-sodium, and egg-free modifications. Provides ingredient substitution ratios, texture and flavor impact notes, and technique adjustments for each modification type. Use when the user asks about modifying a recipe for dietary restrictions, substituting ingredients for allergies, making a recipe gluten-free or dairy-free, or adapting a dish for someone with dietary limitations. Do NOT use for clinical dietary management, allergy severity assessment, or creating new recipes from scratch.

37 repo stars
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Walking Meditation Guide 2 · ferroxlabs
Indoor and outdoor walking meditation techniques, labyrinth walking, nature mindfulness practices, and integrating movement-based meditation into daily life. Use when the user asks about walking meditation guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of walking meditation guide or requires a different specialized skill.

37 repo stars
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Music Theory Fundamentals 2 · ferroxlabs
Teaches beginner music theory: major and minor scales, intervals (half steps and whole steps), how chords are constructed from scales, and the Nashville number system for understanding chord progressions. Includes visual fretboard and keyboard references for each concept. Use when the user wants to understand scales, intervals, chord construction, or why certain chords sound right together. Do NOT use for guitar chord shapes and strumming (use guitar-beginner-foundations), songwriting and lyric structure (use songwriting-framework), or advanced harmony and voice leading.

37 repo stars
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Three D Printing Engineer 2 · ferroxlabs
Advanced 3D printing engineering covering FDM and SLA/resin technologies, slicer optimization, material science for printing, design-for-additive-manufacturing principles, multi-material and functional prints, troubleshooting systematic methodology, and production-quality printing workflows. Use when the user asks about three d printing engineer 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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Vintage Clothing Restorer 2 · ferroxlabs
Vintage clothing restoration expertise covering fabric-safe cleaning methods, repair techniques for common damage, era dating and authentication, stain removal for delicate textiles, proper storage to prevent deterioration, selling and valuation guidance, and caring for garments from the 1920s through the 1990s. Use when the user asks about vintage clothing restorer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of vintage clothing restorer or requires a different specialized skill.

37 repo stars
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Winter Camping Specialist 2 · ferroxlabs
Expert guide to winter camping and cold weather backcountry travel covering gear systems, layering strategies, shelter options, cold weather safety, meal planning, sleep systems, and emergency protocols for comfortable and safe winter wilderness experiences. Use when the user asks about winter camping specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of winter camping specialist or requires a different specialized skill.

37 repo stars
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Dog Training Fundamentals 2 · ferroxlabs
Teaches positive reinforcement dog training for core commands (sit, stay, come, leave it, heel) and house training protocol. Uses marker training, luring, and shaping techniques with specific timing and progression criteria. Produces a training plan with session structure and troubleshooting. Use when the user asks about training a dog, teaching commands, house training a puppy, positive reinforcement techniques, or marker training basics. Do NOT use for behavior modification of serious issues (aggression, severe anxiety, resource guarding), service dog training, or advanced competition obedience.

37 repo stars
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Vegetable Garden Planning 2 · ferroxlabs
Creates a vegetable garden plan with bed sizing, crop selection based on USDA hardiness zone, companion planting guidelines, and a zone-aware planting calendar. Produces a complete garden layout with planting schedule and expected harvest windows. Use when the user asks about starting a vegetable garden, planning garden beds, choosing vegetables to grow, companion planting, or creating a planting schedule based on their location. Do NOT use for ornamental garden design, indoor gardening (use indoor-plant-care), commercial farming, or flower garden planning.

37 repo stars
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Compliance Checklist Builder 2 · ferroxlabs
Builds a business compliance self-audit checklist organized by category (registration, tax, employment, industry-specific, data privacy, insurance) based on the user's business type, size, and location. Produces a prioritized checklist with deadlines, responsible parties, and resources for verification. Use when the user is starting a business and wants to know what compliance requirements apply, wants to audit their current compliance status, or needs to prepare for a compliance review. Do NOT use for tax preparation, regulatory filing, legal compliance certification, or industry-specific regulatory guidance requiring specialized expertise.

37 repo stars
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Special Needs Trust Overview 2 · ferroxlabs
Explains special needs trust concepts and planning considerations for families with dependents who have disabilities, including how trusts preserve government benefit eligibility, the types of special needs trusts, and what questions to ask a specialized attorney. Produces a concept overview and attorney consultation preparation. Use when the user asks about special needs trusts, supplemental needs trusts, planning for a dependent with disabilities, or how to leave an inheritance without affecting government benefits. Do NOT use for recommending a specific trust type, drafting trust documents, determining government benefit eligibility, or providing disability law advice.

37 repo stars
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Creator Analytics Master 2 · ferroxlabs
Cross-platform analytics mastery for content creators covering YouTube, Instagram, TikTok, Twitter/X, podcast, and newsletter metrics, audience demographic analysis, content performance patterns, revenue tracking, attribution modeling, dashboard design, and data-driven content strategy. Use when the user asks about creator analytics master 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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Newsletter Growth Hacker 2 · ferroxlabs
Email list building and newsletter growth strategies covering acquisition channels, referral programs, deliverability optimization, monetization models, retention tactics, segmentation, and scaling frameworks with concrete benchmarks and growth formulas. Use when the user asks about newsletter growth hacker 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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Personal Brand Architect 2 · ferroxlabs
Cross-platform personal brand development covering authority building, content pillar strategy, visual consistency, bio optimization, speaking opportunities, media kit creation, and reputation management for professionals and creators. Use when the user asks about personal brand architect 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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Bank Account Comparison 2 · ferroxlabs
Defines criteria for evaluating checking and savings accounts (fees, APY, minimums, ATM access, features) and applies them to options the user provides. Produces a weighted comparison matrix so the user can select the account that best fits their banking needs. Use when the user asks about choosing a bank account, comparing checking or savings accounts, or evaluating account features and fees. Do NOT use for investment account comparison (use investing skills), business bank accounts, or credit card comparison.

37 repo stars
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Home Renovation Planner 2 · ferroxlabs
Comprehensive guidance for planning home renovation projects including project scoping, permit requirements research, contractor selection and vetting, budget planning with contingency reserves, timeline management, material selection strategies, project phasing, and the DIY versus contractor decision framework. Use when the user asks about home renovation planner 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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Neighborhood Researcher 2 · ferroxlabs
Comprehensive methodology for researching and evaluating neighborhoods before purchasing property, covering school district evaluation, crime statistics analysis, walkability and transit scores, future development plans, property value trends, community amenities assessment, noise evaluation, commute analysis, and demographic research tools. Use when the user asks about neighborhood researcher 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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Quarterly Tax Estimator 2 · ferroxlabs
Helps self-employed and freelance earners estimate quarterly tax payments by walking through income projection, deduction netting, and payment calculation. Produces a quarterly payment schedule the user can follow to stay current on tax obligations throughout the year. Use when the user asks about estimated quarterly taxes, how much to set aside for taxes as a freelancer, or how to calculate self-employment tax payments. Do NOT use for filing annual tax returns (use tax-filing-prep), tracking deductions (use tax-deduction-tracker), or understanding tax-advantaged accounts (use tax-advantaged-optimizer).

37 repo stars
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Real Estate Syndication 2 · ferroxlabs
Passive real estate investing education covering syndications, crowdfunding platforms, REITs, due diligence frameworks, deal structure analysis, sponsor evaluation, and risk assessment. Helps users understand how to invest in real estate without being a landlord. Use when the user asks about real estate syndication, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of real estate syndication or requires a different specialized skill.

37 repo stars
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Context Switching Reduction 2 · ferroxlabs
Designs a personal work context system that minimizes cognitive switching costs. Groups tasks by context, assigns time blocks, sets transition rules, and produces a context-optimized schedule. Use when the user asks about reducing context switching, batching similar work, minimizing distractions, or improving focus by grouping related tasks. Do NOT use for general time blocking (use time-blocking), email-specific management (use inbox-zero), or team workflow optimization (use business operations skills).

37 repo stars
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Debt Elimination Strategist 2 · ferroxlabs
Synthesizes Debt Snowball, Debt Avalanche, Debt Consolidation, and Balance Transfer strategies into The Debt Freedom Roadmap - a systematic approach to eliminating debt based on your financial profile and psychology. Use when the user asks about debt elimination strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of debt elimination strategist or requires a different specialized skill.

37 repo stars
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Nutrition Framework Builder 2 · ferroxlabs
Synthesizes IIFYM (flexible dieting), Mediterranean diet principles, Zone Diet concepts, Intuitive Eating, and Precision Nutrition coaching into The Nutrition Architecture - a personalized framework for sustainable eating that fits your goals, preferences, and lifestyle. Use when the user asks about nutrition framework builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of nutrition framework builder or requires a different specialized skill.

37 repo stars
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Productivity System Builder 2 · ferroxlabs
Synthesizes GTD, Bullet Journal, Time Blocking, Pomodoro, and Eisenhower Matrix into The Adaptive Productivity Stack - a personalized system for capturing, prioritizing, scheduling, and executing work. Use when the user asks about productivity system builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of productivity system builder or requires a different specialized skill.

37 repo stars
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Remote Team Culture Builder 2 · ferroxlabs
Remote team culture expertise covering virtual ritual design, asynchronous communication norms, documentation-first practices, distributed team bonding activities, feedback mechanisms for remote teams, timezone management, and building belonging and trust in fully distributed teams. Use when the user asks about remote team culture builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of remote team culture builder or requires a different specialized skill.

37 repo stars
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Theory Of Constraints Coach 2 · ferroxlabs
Applied Theory of Constraints guide covering bottleneck identification, the Five Focusing Steps, Drum-Buffer-Rope scheduling, Thinking Processes, throughput accounting, and practical techniques for finding and exploiting system constraints. Use when the user asks about theory of constraints coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of theory of constraints coach or requires a different specialized skill.

37 repo stars
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Work Life Boundary Designer 2 · ferroxlabs
Design sustainable work-life boundaries for remote workers through intentional schedules, dedicated workspaces, shutdown rituals, burnout prevention strategies, and communication protocols that protect personal time without sacrificing productivity Use when the user asks about work life boundary designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of work life boundary designer or requires a different specialized skill.

37 repo stars
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App Store Optimizer 2 · ferroxlabs
Expert app store optimization covering keyword research, screenshot design, A/B testing listings, review management, localization strategy, app preview videos, rating prompts, category selection, competitive analysis, and ASO tools. Use when the user asks about app store optimizer, app store optimizer best practices, or needs guidance on app store optimizer 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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Distributed Systems 2 · ferroxlabs
Distributed systems patterns expert covering CAP theorem, consensus algorithms (Raft, Paxos), distributed transactions (2PC, saga), consistent hashing, gossip protocols, vector clocks, leader election, distributed locking, and eventual consistency. Use when the user asks about distributed systems, distributed systems best practices, or needs guidance on distributed systems 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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Go Testing Patterns 2 · ferroxlabs
Guides expert-level Go testing: table-driven tests, testify assertions, httptest for HTTP handlers, integration test patterns, benchmarks, and fuzz testing. Use when the user asks about Go testing, table-driven tests, testify, httptest, benchmarks, fuzz testing, Go test organization. Do NOT use when the user asks about Go project setup (use `go-project-setup`), Go idioms (use `go-idioms`), general testing concepts (use `unit-testing-patterns`).

37 repo stars
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Jetpack Compose Dev 2 · ferroxlabs
Expert Android Jetpack Compose development covering declarative UI, state hoisting, Material 3 theming, type-safe navigation, lazy layouts, custom animations, ViewModel integration, side effects, accessibility, and production architecture patterns for modern Android apps. Use when the user asks about jetpack compose dev, jetpack compose dev best practices, or needs guidance on jetpack compose dev 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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Notification System 2 · ferroxlabs
Notification system design expertise covering multi-channel delivery (email, SMS, push, Slack, webhook), template engines, notification preferences and user settings, delivery tracking, retry logic, batching and digest strategies, rate limiting, priority levels, and notification center UI design. Use when the user asks about notification system, notification system best practices, or needs guidance on notification system 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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Oss Metrics Analyst 2 · ferroxlabs
Open source community health metrics expertise covering the CHAOSS framework, contributor funnel analysis, sustainability indicators, engagement metrics, project velocity measurement, community health dashboards, and data-driven strategies for improving open source project health and contributor retention. Use when the user asks about oss metrics analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss metrics analyst or requires a different specialized skill.

37 repo stars
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Release Engineering 2 · ferroxlabs
Release engineering expertise covering release trains, semantic versioning, changelog automation, feature freezes, rollback procedures, release notes generation, branching strategies, deployment orchestration, and release readiness validation. Use when the user asks about release engineering, release engineering best practices, or needs guidance on release engineering 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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Resilience Engineer 2 · ferroxlabs
Resilience and fault tolerance expert covering circuit breaker pattern, bulkhead pattern, retry with backoff, timeout patterns, fallback strategies, chaos engineering, game days, failure injection, graceful degradation, and disaster recovery. Use when the user asks about resilience engineer, resilience engineer best practices, or needs guidance on resilience 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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Ruby Rails Patterns 2 · ferroxlabs
Guides expert-level ruby on rails patterns implementation: ruby and frameworks decision frameworks, production-ready patterns, and concrete templates for ruby rails patterns workflows. Use when the user asks about ruby on rails patterns, ruby rails 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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LLM Integration Patterns 2 · ferroxlabs
Guides expert-level llm integration patterns implementation: ai-ml and backend decision frameworks, production-ready patterns, and concrete templates for llm integration patterns workflows. Use when the user asks about llm integration patterns, llm integration patterns configuration, or ai-ml best practices for llm 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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Synthetic Data Generator 2 · ferroxlabs
Synthetic data generation covering LLM-based data creation, statistical data synthesis, privacy-preserving techniques (differential privacy, k-anonymity), tabular data generation, text augmentation, image augmentation, validation frameworks, and quality assurance for generated datasets. Use when the user asks about synthetic data generator, synthetic data generator best practices, or needs guidance on synthetic data generator 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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Vector Database Patterns 2 · ferroxlabs
Guides expert-level vector database patterns implementation: ai-ml and database decision frameworks, production-ready patterns, and concrete templates for vector database patterns workflows. Use when the user asks about vector database patterns, vector database patterns configuration, or ai-ml best practices for vector 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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Customer Service Architect 2 · ferroxlabs
Complete customer service system design covering support channel strategy, response template libraries, escalation frameworks, service level agreements, customer satisfaction metrics, team training programs, complaint resolution workflows, and building a service culture that drives retention and referrals. Use when the user asks about customer service architect or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars

4,845 published skills · page 6 of 49