FerroxLabs

@ferroxlabs source repo

4.8k skills
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37 repo stars
4 weeks ago last updated

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Developer Portal Builder · ferroxlabs bundle
Design and implement internal developer portals with service catalogs, service discovery, templates, and self-service workflows using Backstage patterns Use when the user asks about developer portal builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of developer portal builder or requires a different specialized skill.

37 repo stars
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Developmental Milestones · ferroxlabs bundle
Provides an educational overview of child developmental milestones organized by age and domain (cognitive, language, motor, social-emotional). Produces milestone reference charts with age ranges and domain-specific expectations. This is an informational guide, not a diagnostic tool. Use when the user asks about developmental milestones, what skills children typically develop at certain ages, or what to expect at different developmental stages. Do NOT use for diagnosing developmental delays, screening for autism or other conditions, or replacing a pediatric evaluation.

37 repo stars
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Dietary Pattern Overview · ferroxlabs bundle
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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Dispute Resolution Guide · ferroxlabs bundle
Explains the escalation ladder of dispute resolution methods from direct negotiation through mediation, arbitration, and litigation. Helps users understand which approach fits their situation, what each process involves, and how to prepare for each stage. Use when the user has a dispute and wants to understand their resolution options, needs to decide between mediation and arbitration, or wants to prepare for a dispute resolution process. Do NOT use for active litigation strategy, representing the user in any process, filing lawsuits, or providing legal advice on specific disputes.

37 repo stars
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Edge Computing Architect · ferroxlabs bundle
Edge computing and CDN architecture expert covering edge workers (Cloudflare Workers, Deno Deploy, Vercel Edge), CDN configuration and cache strategies, latency optimization, edge-side logic patterns, geolocation routing, A/B testing at the edge, and global performance engineering. Use when the user asks about edge computing architect, edge computing architect best practices, or needs guidance on edge computing 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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Executive Function Coach · ferroxlabs bundle
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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Executive Presence Coach · ferroxlabs bundle
Communication impact, body language mastery, meeting leadership, strategic visibility, and developing gravitas for professional influence and advancement. Use when the user asks about executive presence coach, or needs help with communication impact, body language mastery, meeting leadership, strategic visibility, and developing gravitas for professional influence and advancement. Do NOT use when the request requires professional specialized advice or falls outside the scope of executive presence coach.

37 repo stars
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Family Meeting Framework · ferroxlabs bundle
Provides a structured framework for regular family meetings with agenda templates, age-appropriate participation strategies, decision-making processes, and follow-through tracking. Produces complete meeting formats with time allocations, facilitation scripts, and action item systems. Use when the user asks about holding family meetings, creating a family decision-making process, or establishing regular family communication routines. Do NOT use for family therapy sessions, crisis intervention, or workplace meeting facilitation.

37 repo stars
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Family Vacation Planning · ferroxlabs bundle
Creates kid-friendly vacation itineraries with age-appropriate activity scheduling, logistics management for families with children of different ages, packing frameworks, and travel day strategies. Produces complete trip plans with daily schedules, backup activities, and family travel logistics. Use when the user asks about planning a family vacation, traveling with children, or creating a kid-friendly travel itinerary. Do NOT use for adult-only travel (use travel skills), business trip planning, or trip booking and reservations.

37 repo stars
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Financial Health Checkup · ferroxlabs bundle
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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Financial Model Template · ferroxlabs bundle
Builds a spreadsheet financial model structure with input, calculation, and output sections. Produces the formula architecture with assumption documentation and sensitivity analysis table. Outputs cell-ready formulas, not descriptions of what formulas to use. Use when the user needs to build a financial model, revenue projection, cost analysis, or business case in a spreadsheet. Do NOT use for personal budgeting (use budget-planning in personal-finance), business strategy analysis (use SWOT or financial analysis in business category), or data visualization of financial data (use chart-type-selector).

37 repo stars
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First Contribution Guide · ferroxlabs bundle
Navigate your first open source contribution from finding issues through submitting pull requests with proper etiquette and workflow Use when the user asks about first contribution guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of first contribution guide or requires a different specialized skill.

37 repo stars
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First Principles Thinker · ferroxlabs bundle
Breaking problems down to their fundamental truths and reasoning up from there. Covers Socratic questioning, assumption identification, reasoning from ground truth, practical application methods, innovation through first principles, physics thinking, and structured practice exercises for developing first-principles reasoning ability. Use when the user asks about first principles thinker 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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Flutter State Management · ferroxlabs bundle
Guides expert-level flutter state management implementation: dart and design-patterns decision frameworks, production-ready patterns, and concrete templates for flutter state management workflows. Use when the user asks about flutter state management, flutter state management configuration, or mobile best practices for flutter projects. Do NOT use when the user needs a different mobile development capability -- check sibling skills in the mobile development subcategory.

37 repo stars
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Group Travel Coordinator · ferroxlabs bundle
Coordinates group travel logistics including preference gathering, consensus building, booking sequences, and cost-splitting workflows. Produces a complete group coordination plan with role assignments, decision frameworks, and shared booking timelines. Use when the user asks about organizing group trips, coordinating travel with friends or family groups, managing group booking logistics, or building consensus on travel plans. Do NOT use for couples trips (use honeymoon-trip-planner or trip-itinerary-builder), solo travel, or event planning (use family-relationships event skills).

37 repo stars
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Guided Meditation Leader · ferroxlabs bundle
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 · ferroxlabs bundle
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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Homework Help Strategies · ferroxlabs bundle
Provides structured approaches for helping children with homework without doing the work for them. Includes session structure templates, questioning techniques to guide understanding, subject-specific strategies, and guidelines for when to escalate concerns to teachers. Use when the user asks about helping children with homework, structuring homework time, or supporting academic work at home. Do NOT use for creating lesson plans, tutoring in specific subjects, or assessing learning disabilities.

37 repo stars
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Identity Theft Protector · ferroxlabs bundle
Protect personal identity through credit monitoring, credit freeze management, identity theft recovery planning, dark web exposure checks, and systematic reduction of personal data exposure across digital and physical channels Use when the user asks about identity theft protector, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of identity theft protector or requires a different specialized skill.

37 repo stars
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Inclusive Content Writer · ferroxlabs bundle
Inclusive content writing expertise covering plain language principles, effective alt text for images, video captions and audio descriptions, reading level optimization, cultural sensitivity review, bias-free language, accessible document structure, and creating content that works for diverse audiences including people with disabilities. Use when the user asks about inclusive content writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of inclusive content writer or requires a different specialized skill.

37 repo stars
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Incorporation Comparison · ferroxlabs bundle
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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Industrial Iot Architect · ferroxlabs bundle
Industrial IoT architecture expertise covering OPC-UA communication, SCADA system integration, predictive maintenance with vibration and thermal analysis, edge computing deployment, industrial safety standards (IEC 62443, ISA-95), time-series data management, and digital twin implementation for manufacturing environments. Use when the user asks about industrial iot architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of industrial iot architect or requires a different specialized skill.

37 repo stars
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Investment Account Types · ferroxlabs bundle
Explains the structural differences between common investment account types including employer-sponsored plans, individual retirement accounts, taxable brokerage accounts, and health savings accounts. Covers tax treatment, contribution rules, withdrawal rules, and tradeoffs for each account type. Use when the user asks about types of investment accounts, differences between retirement accounts, or which account features matter for their situation. Do NOT use for specific investment product selection (use portfolio-allocation-framework), tax filing preparation (use tax-filing-prep), or calculating retirement savings targets (use retirement-savings-calculator).

37 repo stars
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IOS Swiftui Architecture · ferroxlabs bundle
Guides expert-level ios swiftui architecture implementation: swift and architecture decision frameworks, production-ready patterns, and concrete templates for ios swiftui architecture workflows. Use when the user asks about ios swiftui architecture, ios swiftui architecture configuration, or mobile best practices for ios projects. Do NOT use when the user needs a different mobile development capability -- check sibling skills in the mobile development subcategory.

37 repo stars
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Job Description Analyzer · ferroxlabs bundle
Deconstructs a job description into must-have vs. nice-to-have requirements, hidden culture signals, red flags, and the skills the user should emphasize in their application. Produces a structured analysis that helps the user decide whether to apply and how to tailor their materials. Use when the user wants to analyze a job posting, understand what a job description really means, identify red flags in a listing, or determine which skills to highlight. Do NOT use for ATS keyword optimization (use ats-resume-optimizer), resume writing (use resume-bullet-writer), or company research (use company-research-guide).

37 repo stars
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Journaling Mental Health · ferroxlabs bundle
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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Knowledge Base Architect · ferroxlabs bundle
Internal knowledge management expert covering documentation structure design, wiki architecture (Confluence, Notion, GitBook), information taxonomy, search optimization, content governance, knowledge graph design, documentation-as-code, and content lifecycle management. Use when the user asks about knowledge base architect, knowledge base architect best practices, or needs guidance on knowledge base 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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Kubernetes Configuration · ferroxlabs bundle
Guides expert-level kubernetes configuration implementation: cloud and best-practices decision frameworks, production-ready patterns, and concrete templates for kubernetes configuration workflows. Use when the user asks about kubernetes configuration, kubernetes configuration configuration, or devops best practices for kubernetes projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 repo stars
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Laser Cutting Specialist · ferroxlabs bundle
Comprehensive laser cutting and engraving guide covering CO2 and diode laser technologies, material compatibility and safety, design software workflows, power and speed settings by material, ventilation and safety systems, project design techniques, kerf compensation, and production workflow optimization. Use when the user asks about laser cutting specialist 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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Launch Patreon Community · ferroxlabs bundle
End-to-end workflow for launching and growing a Patreon membership community from tier design through content planning, launch execution, subscriber growth, and long-term sustainability. Covers membership psychology, reward fulfillment, community engagement, burnout prevention, and the transition from free audience to paying members. Use when the user wants to launch patreon community or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

37 repo stars
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Lease Agreement Reviewer · ferroxlabs bundle
Reviews residential lease agreements clause by clause, identifying standard terms, red flags, and missing tenant protections. Produces a checklist of lease provisions with concern levels and questions to discuss with an attorney or tenant rights organization before signing. Use when the user has a lease or rental agreement to review, wants to understand what they are agreeing to, or needs to know what protections to look for in a residential lease. Do NOT use for commercial lease review, lease drafting, legal advice on whether to sign, or landlord-side lease analysis.

37 repo stars
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LLM Integration Patterns · ferroxlabs bundle
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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Logical Fallacy Detector · ferroxlabs bundle
Expert tool for identifying informal and formal logical fallacies in arguments, analyzing debate rhetoric, evaluating evidence quality, constructing valid arguments, and teaching critical thinking skills through structured argument analysis and practice exercises. Use when the user asks about logical fallacy detector, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of logical fallacy detector or requires a different specialized skill.

37 repo stars
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Long Distance Strategies · ferroxlabs bundle
Provides communication routines, visit planning frameworks, shared activity ideas, and time zone management strategies for maintaining long-distance relationships. Produces structured connection plans with daily, weekly, and monthly rituals. Use when the user asks about maintaining a long-distance relationship, communication strategies for distance, planning visits, or shared activities when apart. Do NOT use for assessing relationship health, deciding whether to pursue a long-distance relationship, or replacing couples therapy.

37 repo stars
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Meeting Agenda Generator · ferroxlabs bundle
Templates for every meeting type - standup, one-on-one, brainstorm, decision, retrospective - with timing, outcomes, and follow-up tracking built in. Use when the user asks about meeting agenda generator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of meeting agenda generator or requires a different specialized skill.

37 repo stars
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Meeting Notes Summarizer · ferroxlabs bundle
Extract key decisions, action items, and follow-ups from meeting notes or transcripts - with templates for structured summaries and accountability tracking. Use when the user asks about meeting notes summarizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of meeting notes summarizer or requires a different specialized skill.

37 repo stars
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Micro Frontend Architect · ferroxlabs bundle
Expert guidance for designing and implementing micro-frontend architectures using module federation, single-spa, routing strategies, shared state, and team coordination patterns. Use when the user asks about micro frontend architect, micro frontend architect best practices, or needs guidance on micro frontend 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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Mobile App Quality Audit · ferroxlabs bundle
Comprehensive mobile application quality assessment covering performance, UX, accessibility, security, and app store compliance to produce an actionable audit scorecard. Use when the user asks about mobile app quality audit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mobile app quality audit or requires a different specialized skill.

37 repo stars
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Mobile Security Engineer · ferroxlabs bundle
Mobile application security covering certificate pinning implementation, secure local storage patterns, jailbreak and root detection, code obfuscation and tamper detection, API security for mobile clients, biometric authentication, secure key management, network security, reverse engineering defense, and compliance with OWASP MASVS. Use when the user asks about mobile security engineer, mobile security engineer best practices, or needs guidance on mobile security 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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Music Industry Navigator · ferroxlabs bundle
Comprehensive guide to the music industry covering distribution, royalty streams, sync licensing, publishing, touring economics, merchandise, and building a sustainable career in modern music. Use when the user asks about music industry navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of music industry navigator or requires a different specialized skill.

37 repo stars
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Neurodiversity Parenting · ferroxlabs bundle
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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Newsletter Growth Hacker · ferroxlabs bundle
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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Newsletter Subject Lines · ferroxlabs bundle
Generates 10 email subject line variants with psychological trigger analysis for each option. Use when the user needs subject lines for newsletters, email campaigns, or subscriber emails. Analyzes each option for curiosity gap, benefit clarity, and open-rate optimization. Do NOT use for full newsletter writing (use `newsletter-writing`), cold email subject lines (use `cold-email-outreach`), or professional email subjects (use `professional-email`).

37 repo stars
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Nutrition Label Literacy · ferroxlabs bundle
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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Online Tutoring Business · ferroxlabs bundle
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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Organize Community Event · ferroxlabs bundle
Guides the user through organizing a community event from concept through execution, chaining event planning, budget tracking, vendor management, communications, marketing, and project management skills across four categories. Use when the user wants to organize a community event, neighborhood gathering, charity fundraiser, or local festival. Do NOT use for corporate conferences (use business workflows), private parties (use plan-a-wedding or family-reunion-planning), or virtual-only events.

37 repo stars
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Oss Documentation System · ferroxlabs bundle
Build comprehensive open source documentation with contributor guides, architecture docs, README templates, and documentation-as-code workflows Use when the user asks about oss documentation system, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss documentation system or requires a different specialized skill.

37 repo stars
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Oss Governance Architect · ferroxlabs bundle
Design RFC processes, decision-making frameworks, roadmap management, and organizational structures for open source projects at scale Use when the user asks about oss governance architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss governance architect or requires a different specialized skill.

37 repo stars
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Payment System Architect · ferroxlabs bundle
Payment processing architecture expert covering payment gateway integration (Stripe, Braintree), PCI DSS compliance, subscription billing, recurring payments, fraud detection, refund handling, multi-currency support, payment state machines, and financial reconciliation. Use when the user asks about payment system architect, payment system architect best practices, or needs guidance on payment system 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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Perform Tech Debt Sprint · ferroxlabs bundle
Orchestrates a focused technical debt reduction sprint by chaining five engineering skills into a systematic cleanup pipeline. Covers debt assessment, code smell detection, incremental refactoring, test improvement, and safe release of improvements. Use when the team has allocated dedicated time to reduce technical debt and needs a structured approach to maximize impact. Do NOT use for ongoing maintenance, single refactoring tasks, or debt work mixed with feature development.

37 repo stars
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Personal Brand Architect · ferroxlabs bundle
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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Platform Metrics Analyst · ferroxlabs bundle
Measure and improve developer productivity with DORA metrics, developer experience indicators, lead time analysis, and deployment frequency tracking Use when the user asks about platform metrics analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of platform metrics analyst or requires a different specialized skill.

37 repo stars
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Podcast Episode Planning · ferroxlabs bundle
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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Practice Routine Builder · ferroxlabs bundle
Builds instrument-agnostic deliberate practice schedules with structured time allocation across warm-up, technique, repertoire, improvisation, and ear training blocks. Calibrates session length and difficulty to the user's available time (15 to 90 minutes) and skill level. Use when the user wants a structured practice routine for any musical instrument, asks how to organize practice time, wants to improve efficiently, or needs a weekly practice plan. Do NOT use for learning specific guitar chords (use guitar-beginner-foundations), music theory concepts (use music-theory-fundamentals), or recording setup (use home-recording-starter).

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

37 repo stars
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Real Estate Photographer · ferroxlabs bundle
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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Recipe Modification Diet · ferroxlabs bundle
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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Recurring Task Optimizer · ferroxlabs bundle
Analyzes recurring tasks and produces a frequency-optimized schedule with batch groupings, delegation candidates, and elimination recommendations. Use when the user wants to optimize how often they do recurring tasks, reduce time on maintenance activities, or find tasks to batch, delegate, or stop doing entirely. Do NOT use for enterprise process optimization, business operations redesign, or team workload balancing (use business operations skills instead).

37 repo stars
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Renewable Energy Planner · ferroxlabs bundle
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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Rental Property Investor · ferroxlabs bundle
Expert guidance for rental property investment analysis including key metrics (cap rate, cash-on-cash return, the 1% rule), financing options for investment properties, property management strategies, tenant screening best practices, lease agreement essentials, maintenance budgeting, and strategies for scaling a rental portfolio. Use when the user asks about rental property investor 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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Research Market Research · ferroxlabs bundle
The user wants to size or shape a market — not a specific buyer, but the terrain. Load on "what's the TAM," "is this market big enough," "is the industry growing," "what's the regulatory landscape," or "should we enter this category." Macro work — different scale from buyer-interview craft.

37 repo stars
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Research Paper Structure · ferroxlabs bundle
Structures research papers in IMRaD format (Introduction, Methods, Results, and Discussion) or social sciences format with section-by-section guidance, producing a complete paper framework. Use when the user asks to structure a research paper, write an academic paper, organize a study for publication, or create an IMRaD paper. Do NOT use for literature reviews (use literature-review), abstracts only (use abstract-writing), or editing an existing paper (use academic-paper-review).

37 repo stars
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Responsive Layout Design · ferroxlabs bundle
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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Roam Research Power User · ferroxlabs bundle
Roam Research mastery covering block references and embeds, advanced queries and filters, template systems, graph analysis and visualization, spaced repetition with delta cards, daily notes workflow, namespace organization, and building a personal knowledge management system with bidirectional linking. Use when the user asks about roam research power user, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of roam research power user or requires a different specialized skill.

37 repo stars
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Room Organization System · ferroxlabs bundle
Designs a zone-based organization system for any room in the home. Creates designated storage zones by function, recommends storage solutions by item type, and establishes maintenance routines to keep the space organized. Use when the user wants to organize a specific room, needs storage solutions, wants to make a space more functional, or asks about organizing closets, garages, or pantries. Do NOT use for decluttering (use decluttering-method first), regular cleaning routines (use weekly-cleaning-schedule), or paper/document organization specifically (use paper-document-organization).

37 repo stars
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Sales Process Assessment · ferroxlabs bundle
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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Science Podcast Producer · ferroxlabs bundle
Producing science-focused podcasts from concept to publication, including expert interview techniques, episode scripting, fact-checking protocols, audio production workflow, and audience growth. Use when the user asks about science podcast producer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of science podcast producer or requires a different specialized skill.

37 repo stars
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Sentiment Analysis Guide · ferroxlabs bundle
Designs a sentiment analysis approach for text data by selecting the method (lexicon-based vs. model-based), defining sentiment categories, specifying the output format, and producing an interpretation guide for the results. Use when the user asks to analyze sentiment in customer reviews, social media posts, support tickets, employee feedback, or any text corpus for positive, negative, and neutral tone. Do NOT use for manual qualitative coding of interviews (use qualitative-coding), survey question design (use survey-design), or general text mining beyond sentiment (use text-mining-protocol).

37 repo stars
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Smart Contract Developer · ferroxlabs bundle
Solidity smart contract development expertise covering language fundamentals, design patterns, gas optimization, common vulnerabilities (reentrancy, overflow, front-running), auditing techniques, testing with Foundry and Hardhat, and deployment best practices for EVM-compatible chains. Use when the user asks about smart contract developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of smart contract developer or requires a different specialized skill.

37 repo stars
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Social Media For Seniors · ferroxlabs bundle
Friendly, step-by-step guidance for using Facebook and other social platforms to connect with family, manage privacy settings, share content safely, and enjoy online communities. Use when the user asks about social media for seniors, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of social media for seniors or requires a different specialized skill.

37 repo stars
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Stakeholder Communicator · ferroxlabs bundle
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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Street Photography Guide · ferroxlabs bundle
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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Synthetic Data Generator · ferroxlabs bundle
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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Tax Advantaged Optimizer · ferroxlabs bundle
Explains the decision framework for choosing and prioritizing tax-advantaged accounts including employer-sponsored plans, individual retirement accounts, and health savings accounts. Helps the user evaluate which accounts to fund based on their situation without prescribing specific actions. Use when the user asks about prioritizing retirement account contributions, maximizing tax-advantaged savings, or deciding between different account types. Do NOT use for understanding account structures (use investment-account-types), choosing investments within accounts (use portfolio-allocation-framework), or filing taxes (use tax-filing-prep).

37 repo stars
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Project Status Report · ferroxlabs bundle
Generates a structured project status report from project state inputs including RAG status, accomplishments, upcoming milestones, blockers, and decisions needed. Produces a consistent-format report for personal or small-team projects. Use when the user asks about writing a status report, tracking project progress, creating a project update, or communicating project health to stakeholders. Do NOT use for project kickoff planning (use project-kickoff), retrospective facilitation (use retrospective-facilitator), or enterprise portfolio reporting (use business project-management skills).

37 repo stars
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Public Comment Writer · ferroxlabs bundle
Teaches users to write structured public comments for local government proceedings, regulatory proposals, and public hearings. Covers the IPAR structure (Identify, Position, Argue, Request), formatting for different submission types, and strategies for making comments more persuasive and likely to be considered. Use when the user wants to submit a public comment to a government body, needs to write testimony for a public hearing, or wants to respond to a proposed regulation or policy change. Do NOT use for writing political campaign materials, drafting legislation, legal briefs, or lobbying communications that require disclosure.

37 repo stars
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Public Speaking Coach · ferroxlabs bundle
Public speaking mastery covering speech structure using Monroe's Motivated Sequence, audience analysis, storytelling techniques, body language, vocal variety, slide design principles, Q&A handling, anxiety management, and impromptu speaking frameworks. Use when the user asks about public speaking coach, or needs help with public speaking mastery covering speech structure using monroe's motivated sequence, audience analysis, storytelling techniques, body language, vocal variety, slide design principles, q&a handling, anxiety management, and impromptu speaking frameworks. Do NOT use when the request requires professional specialized advice or falls outside the scope of public speaking coach.

37 repo stars
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Python Async Patterns · ferroxlabs bundle
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 Data Scientist · ferroxlabs bundle
Guide for applied machine learning with scikit-learn covering feature engineering, model selection, pipeline construction, evaluation, hyperparameter tuning, and production-ready model patterns. Use when the user asks about python data scientist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of python data scientist or requires a different specialized skill.

37 repo stars
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Python Error Handling · ferroxlabs bundle
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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Rate Limiter Designer · ferroxlabs bundle
Rate limiting expertise covering token bucket, sliding window, fixed window, and leaky bucket algorithms, distributed rate limiting, API quota management, graceful degradation, client-friendly responses, and production implementation patterns. Use when the user asks about rate limiter designer, rate limiter designer best practices, or needs guidance on rate limiter designer 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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Rebalancing Framework · ferroxlabs bundle
Explains portfolio rebalancing concepts including drift calculation, threshold triggers, and time-based approaches. Walks through how to calculate allocation drift and documents the steps to restore target allocation. Produces a rebalancing analysis with the user's actual portfolio numbers. Use when the user asks about portfolio rebalancing, how to maintain target allocations, or when to adjust their investment mix. Do NOT use for setting target allocations (use portfolio-allocation-framework), understanding account types (use investment-account-types), or assessing risk tolerance (use risk-tolerance-assessment). Never prescribes rebalancing frequency or specific target weights.

37 repo stars
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Recommendation Letter · ferroxlabs bundle
Writes specific, evidence-based recommendation letters for academic, professional, and personal contexts with competency mapping, concrete examples, and credible endorsement structure. Use when the user asks to write a recommendation letter, reference letter, letter of support, or endorsement for a colleague, student, or acquaintance. Do NOT use for cover letters (use career skills), personal references for housing (different format), or self-recommendation (that is a personal statement).

37 repo stars
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Relationship Recovery · ferroxlabs bundle
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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Research Communicator · ferroxlabs bundle
Expert guidance for communicating research findings to non-specialist audiences through press releases, lay summaries, conference presentations, media interviews, and public engagement strategies. Use when the user asks about research communicator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of research communicator or requires a different specialized skill.

37 repo stars
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Research Orchestrator · ferroxlabs bundle
Becomes a principal research scientist who orchestrates deep, multi-source research by coordinating evidence gathering, grading source quality, and synthesizing findings with explicit confidence levels. Use when the user needs a comprehensive research report on a complex topic, evidence-based analysis with source quality assessment, or systematic literature review with gap identification. Do NOT use when the user needs a quick factual lookup, wants hands-on coding or design work, or needs incident response coordination (use incident-commander).

37 repo stars
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Resume Summary Writer · ferroxlabs bundle
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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Ruby Testing Patterns · ferroxlabs bundle
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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Running Training Plan · ferroxlabs bundle
Builds structured running training plans from beginner (couch-to-5K) through half-marathon distances with weekly mileage progressions, pace zones, cross-training days, and taper protocols. Gathers the user's current fitness level, target race distance, timeline, and available training days to produce a phased training schedule. Use when the user asks about starting running, training for a 5K, 10K, or half-marathon, building weekly mileage, or structuring a running program. Do NOT use for marathon or ultra training (requires specialized periodization), sprint training for track events, or injury rehabilitation running programs.

37 repo stars
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Rust Testing Patterns · ferroxlabs bundle
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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Savings Goals Tracker · ferroxlabs bundle
Maps multiple savings goals (vacation, down payment, education, large purchase) against available monthly surplus, prioritizes competing goals, and creates a funded allocation plan with timelines for each goal. Produces a savings tracker with monthly contribution amounts and milestone dates. Use when the user has multiple savings goals and needs to decide how to split available funds across them. Do NOT use for emergency fund planning (use emergency-fund-planner), investment allocation, or retirement planning.

37 repo stars
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School Readiness Prep · ferroxlabs bundle
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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Self Publishing Guide · ferroxlabs bundle
End-to-end self-publishing workflow covering KDP and IngramSpark, ebook and print formatting, ISBNs, pricing strategy, category and keyword optimization, cover design briefs, launch strategy, and royalty calculations. Use when the user asks about self publishing 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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Service Mesh Operator · ferroxlabs bundle
Expert guide for operating service meshes including Istio and Linkerd. Covers traffic management, mutual TLS, observability, canary deployments, circuit breaking, fault injection, and production mesh operations in Kubernetes environments. Use when the user asks about service mesh operator, service mesh operator best practices, or needs guidance on service mesh operator 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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Setup Dev Environment · ferroxlabs bundle
Orchestrates the process of setting up a complete local development environment from project initialization through CI pipeline configuration, chaining four software-development skills into a structured onboarding workflow. Use when the user needs to set up a development environment for a new project or standardize an existing project's local development setup. Do NOT use for production environment configuration, cloud infrastructure provisioning, or IDE-specific customization without a project context.

37 repo stars
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Shape Up Practitioner · ferroxlabs bundle
Practical guide to the Shape Up product development methodology covering appetite setting, shaping work, pitch writing, the betting table, hill charts, six-week cycles with cooldown, and implementing Shape Up in product teams. Use when the user asks about shape up practitioner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of shape up practitioner or requires a different specialized skill.

37 repo stars
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Smart Sensor Designer · ferroxlabs bundle
Smart sensor design expertise covering sensor selection and specification, calibration procedures, signal conditioning circuits (amplification, filtering, ADC interfacing), multi-sensor data fusion algorithms, power management strategies for battery-operated sensors, and environmental hardening for field deployment. Use when the user asks about smart sensor designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of smart sensor designer or requires a different specialized skill.

37 repo stars

4,845 published skills · page 32 of 49