FerroxLabs

@ferroxlabs source repo

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

37 repo stars
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Github Actions Patterns · ferroxlabs bundle
Guides expert-level github actions patterns implementation: ci-cd and cloud decision frameworks, production-ready patterns, and concrete templates for github actions patterns workflows. Use when the user asks about github actions patterns, github actions patterns configuration, or ci-cd best practices for github 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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Go Concurrency Patterns · ferroxlabs bundle
Guides expert-level Go concurrency: goroutines, channels, select statements, context cancellation, sync primitives, and race condition detection. Covers when to use each concurrency primitive. Use when the user asks about Go concurrency, goroutines, channels, select, context, sync primitives, race detection, Go parallelism. Do NOT use when the user asks about Go idioms (use `go-idioms`), Go performance (use `go-performance`), Go error handling (use `go-error-handling`).

37 repo stars
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Graph Database Engineer · ferroxlabs bundle
Graph database engineering expert covering Neo4j administration and Cypher optimization, property graph modeling patterns, traversal algorithms (BFS, DFS, shortest path), graph indexing strategies, performance tuning, use case evaluation, graph data pipelines, and comparison with relational approaches. Use when the user asks about graph database engineer, graph database engineer best practices, or needs guidance on graph database 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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Habit Stacking Engineer · ferroxlabs bundle
Habit formation science, stacking techniques, environment design, tracking systems, and recovery strategies for building lasting behavior change. Use when the user asks about habit stacking engineer, or needs help with habit formation science, stacking techniques, environment design, tracking systems, and recovery strategies for building lasting behavior change. Do NOT use when the request requires professional specialized advice or falls outside the scope of habit stacking engineer.

37 repo stars
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Home Automation Builder · ferroxlabs bundle
Guides smart home system design with Home Assistant, Zigbee/Z-Wave protocols, automation rules, dashboards, and integration patterns Use when the user asks about home automation builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home automation builder or requires a different specialized skill.

37 repo stars
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Home Renovation Planner · ferroxlabs bundle
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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Influencer Collaborator · ferroxlabs bundle
Brand partnership strategy covering deal negotiation, media kit creation, rate card development, deliverable scoping, usage rights, FTC disclosure compliance, relationship management, and proactive brand pitching for creators. Use when the user asks about influencer collaborator 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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Ingredient Substitution · ferroxlabs bundle
Provides precise ingredient substitutions organized by ingredient type with exact ratios, flavor impact notes, and texture changes. Covers dairy, eggs, fats, flours, sweeteners, leavening agents, and common pantry items. Use when the user is missing an ingredient and needs a substitute, has dietary restrictions requiring alternatives, or wants to understand how substitutions affect the final result. Do NOT use for recipe scaling (use recipe-scaling), creating new recipes, or medical dietary advice.

37 repo stars
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Jobs To Be Done Analyst · ferroxlabs bundle
Practical guide to the Jobs to Be Done framework covering switch interviews, job mapping, progress-making forces, outcome-driven innovation, and applying JTBD insights to product strategy, marketing, and competitive analysis. Use when the user asks about jobs to be done analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of jobs to be done analyst or requires a different specialized skill.

37 repo stars
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Jupyter Workflow Master · ferroxlabs bundle
Guide for productive Jupyter notebook workflows including kernel management, reproducibility patterns, nbconvert pipelines, parameterized execution, and collaborative notebook practices. Use when the user asks about jupyter workflow master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of jupyter workflow master or requires a different specialized skill.

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

37 repo stars
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Kotlin Android Patterns · ferroxlabs bundle
Guides expert-level kotlin android patterns implementation: kotlin and mobile decision frameworks, production-ready patterns, and concrete templates for kotlin android patterns workflows. Use when the user asks about kotlin android patterns, kotlin android patterns configuration, or kotlin best practices for kotlin 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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Kotlin Testing Patterns · ferroxlabs bundle
Guides expert-level kotlin testing patterns implementation: kotlin and testing decision frameworks, production-ready patterns, and concrete templates for kotlin testing patterns workflows. Use when the user asks about kotlin testing patterns, kotlin testing patterns configuration, or kotlin best practices for kotlin 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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Language Learning Coach · ferroxlabs bundle
Expert language learning methodology advisor covering acquisition theory comparison, immersion technique design, spaced repetition optimization, plateau diagnosis and breakthrough strategies, motivation systems, and personalized study plan creation for any target language. Use when the user asks about language learning coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of language learning coach or requires a different specialized skill.

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

37 repo stars
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Market Entry Assessment · ferroxlabs bundle
Structured market entry readiness evaluation covering market sizing and validation, competitive landscape analysis, regulatory requirements, go-to-market strategy assessment, and producing a prioritized entry plan with risk analysis. Use when the user asks about market entry assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of market entry assessment or requires a different specialized skill.

37 repo stars
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Meal Planning Framework · ferroxlabs bundle
Builds structured weekly meal plans using a protein-starch-vegetable template with batch cooking integration, portion guidelines, and variety rotation. Produces a 7-day meal planning grid with shopping list categories and prep-day workflow. Use when the user asks about meal planning, creating a weekly meal plan, how to plan meals for the week, or organizing meals around a schedule. Do NOT use for clinical dietary therapy, eating disorder management, macro calculation (use macro-calculation), or specific recipe creation.

37 repo stars
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Meal Prep Batch Cooking · ferroxlabs bundle
Designs batch cooking workflows with optimal prep order, simultaneous cooking strategies, storage container guidance, and food-safe storage duration references. Produces a timed prep-day plan and a refrigerator inventory with use-by dates. Use when the user asks about meal prep, batch cooking, Sunday prep routines, or how to cook once and eat multiple meals throughout the week. Do NOT use for meal planning (use meal-planning-framework), macro calculations (use macro-calculation), or specific recipe creation.

37 repo stars
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Mental Health Navigator · ferroxlabs bundle
Guides individuals through finding mental health support including therapy types, provider matching, insurance navigation, and crisis resources for informed care decisions. Use when the user asks about mental health navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mental health navigator or requires a different specialized skill.

37 repo stars
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Microservices Architect · ferroxlabs bundle
Microservices architecture expertise covering service decomposition, inter-service communication, saga pattern, API gateway, service mesh, distributed tracing, data ownership, and monolith decomposition strategies. Use when the user asks about microservices architect, microservices architect best practices, or needs guidance on microservices 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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Migrate Legacy Codebase · ferroxlabs bundle
Orchestrates the systematic modernization of a legacy codebase by chaining four engineering skills into a structured migration pipeline. Covers technical debt assessment, incremental refactoring, integration testing, and safe deployment of modernized components. Use when the user needs to modernize a legacy system incrementally without breaking existing functionality. Do NOT use for greenfield rewrites, simple library upgrades, or projects where the legacy system can be replaced entirely.

37 repo stars
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Minor Beneficiary Guide · ferroxlabs bundle
Explains the options and considerations for naming minor children (under 18) as beneficiaries in estate planning, including custodial accounts, testamentary trusts, UTMA/UGMA accounts, and guardian vs. custodian roles. Produces a comparison of approaches and a question list for attorney consultation. Use when the user asks about leaving assets to minor children, naming children as beneficiaries, what happens to inheritance for minors, or how to manage money for children in an estate plan. Do NOT use for recommending a specific approach, drafting trust or will language, providing tax advice about gifts to minors, or custodial account setup instructions.

37 repo stars
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Modernize Legacy System · ferroxlabs bundle
Systematic legacy system modernization workflow covering code review and assessment, technical debt analysis, strategic refactoring, test coverage improvement, containerization, and CI/CD pipeline setup for a safe, incremental transition from legacy to modern architecture. Use when the user wants to modernize legacy system 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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Morning Routine Builder · ferroxlabs bundle
Practical morning routine design covering essential components, optimal sequencing, habit stacking techniques, weekend variations, troubleshooting common failures, and building a routine that actually sticks. Use when the user asks about morning routine builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of morning routine builder or requires a different specialized skill.

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

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

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

37 repo stars
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Podcast Interview Guide · ferroxlabs bundle
Produces a podcast interview guide with rapport-building openers, primary topic questions with follow-up probes, lightning round questions, and a closing sequence. Includes active listening cues and redirect language. Use when the user asks to prepare interview questions for a podcast guest, plan a podcast interview, or create a question flow for a conversation. Do NOT use for full episode planning with segments and timing (use podcast-episode-planning), audio production settings (use audio-editing-guide), or non-podcast interview preparation (use interview-prep).

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

37 repo stars
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Print On Demand Creator · ferroxlabs bundle
Guide to building a print-on-demand business covering design creation, platform selection, product mockups, marketing strategies, and scaling without inventory. Use when the user asks about print on demand creator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of print on demand creator or requires a different specialized skill.

37 repo stars
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Produce Podcast Episode · ferroxlabs bundle
Guides the user through producing a complete podcast episode from planning through distribution, chaining 6 atomic skills across design-creative, writing, and business categories. Covers interview vs. solo format, budget-conscious tool selection, and multi-platform distribution strategy. Use when the user wants to produce a podcast episode from concept to published audio. Do NOT use for ongoing podcast strategy (use individual skills), video-only content (use video production skills), or written content creation (use writing workflows).

37 repo stars
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Project Status Reporter · ferroxlabs bundle
Write clear project status reports using RAG templates, executive summaries, risk tracking, and stakeholder-appropriate communication for any audience. Use when the user asks about project status reporter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of project status reporter or requires a different specialized skill.

37 repo stars
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Python Testing Patterns · ferroxlabs bundle
Guides expert-level Python testing with pytest: fixture design, parametrize patterns, mocking strategies with unittest.mock, async test patterns, and test organization. Covers the testing pyramid for Python projects with emphasis on fast, reliable, maintainable tests. Use when the user asks about Python testing, pytest fixtures, test mocking, parametrized tests, async testing in Python, or organizing Python test suites. Do NOT use when the user asks about project setup (use `python-project-setup`), language-agnostic testing concepts (use `unit-testing-patterns`), or Python performance profiling (use `python-performance`).

37 repo stars
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Quarterly Tax Estimator · ferroxlabs bundle
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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React Server Components · ferroxlabs bundle
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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Readability Improvement · ferroxlabs bundle
Improves text readability by reducing complexity, shortening sentences, simplifying vocabulary, and restructuring for scan-ability. Targets a specific reading level or audience. Use when the user asks to make text more readable, reduce the reading level, simplify language, or make content accessible to a broader audience. Do NOT use for clarity of specific passages (use clarity-editing), conciseness without readability goals (use conciseness-editing), or academic writing conventions (use research-paper-structure).

37 repo stars
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Real Estate Syndication · ferroxlabs bundle
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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Renovate And Sell House · ferroxlabs bundle
Complete house flipping workflow from property acquisition and renovation scope assessment through renovation planning, interior design staging, professional photography, and strategic selling for maximum return on investment in residential property flipping. Use when the user wants to renovate and sell house 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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REST API Implementation · ferroxlabs bundle
Guides expert-level rest api implementation implementation: api-design and frameworks decision frameworks, production-ready patterns, and concrete templates for rest api implementation workflows. Use when the user asks about rest api implementation, rest api implementation configuration, or api-design best practices for rest 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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Restaurant Finder Guide · ferroxlabs bundle
Creates a structured vetting criteria checklist and shortlisting process for finding restaurants while traveling. Gathers destination, cuisine preferences, dietary restrictions, budget, and dining occasion to produce a repeatable restaurant evaluation framework with a scored shortlist template and reservation logistics guide. Use when the user asks how to find restaurants while traveling, how to evaluate restaurants in a new city, how to avoid tourist traps, or how to choose where to eat on vacation. Do NOT use for meal planning at home (use home-household skills), recipe discovery, or food tourism itinerary building (use trip-planning skills).

37 repo stars
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Roof Gutter Maintenance · ferroxlabs bundle
Guides homeowners through roof inspection, gutter cleaning, and maintenance tasks to prevent water damage, ice dams, and premature roof failure. Covers asphalt shingle, metal, tile, and flat roof types with specific inspection intervals and repair indicators. Use when the user asks about roof care, gutter cleaning schedules, leak prevention, or roof lifespan assessment. Do NOT use for full home maintenance planning (use annual-home-maintenance), active roof leak emergencies (use home-repair-first-response), or commercial roofing systems.

37 repo stars
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Rust Ownership Patterns · ferroxlabs bundle
Guides advanced Rust ownership and borrowing: lifetime annotations, smart pointer decision tree (Box vs Rc vs Arc vs Cow), borrow checker strategies, and zero-cost abstraction patterns. Use when the user asks about Rust ownership, borrowing, lifetimes, smart pointers, Box, Rc, Arc, Cow, borrow checker. Do NOT use when the user asks about Rust project setup (use `rust-project-setup`), Rust error handling (use `rust-error-handling`), Rust performance (use `rust-performance`).

37 repo stars
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Science Youtube Creator · ferroxlabs bundle
Expert guidance for creating educational science YouTube content covering scripting for clarity, data visualization, maintaining accuracy while being engaging, production techniques, and channel growth strategies. Use when the user asks about science youtube creator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of science youtube creator or requires a different specialized skill.

37 repo stars
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Screen Reader Optimizer · ferroxlabs bundle
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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Seasonal Home Checklist · ferroxlabs bundle
Generates a focused seasonal transition checklist for a specific season change (winter-to-spring, spring-to-summer, summer-to-fall, fall-to-winter) tailored to the user's home type and climate region. Covers system changeovers, exterior prep, interior adjustments, and safety checks. Use when the user asks about preparing their home for a new season, seasonal home prep, or winterizing/ summerizing their house. Do NOT use for year-round maintenance planning (use annual-home-maintenance) or emergency weather preparation.

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

37 repo stars
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Security Audit Codebase · ferroxlabs bundle
Orchestrates a systematic security review of a codebase by chaining five security skills into a comprehensive audit pipeline. Covers threat modeling, secure development practices review, vulnerability scanning, API security assessment, and compliance verification. Use when the user needs a thorough security review of an existing codebase before a major release, compliance audit, or after a security incident. Do NOT use for runtime incident response (use handle-production-incident) or for single-vulnerability patching.

37 repo stars
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Service Catalog Builder · ferroxlabs bundle
Internal service catalog design expertise covering service registry architecture, ownership metadata, SLO/SLI definition, dependency mapping and visualization, API documentation aggregation, automated catalog population from infrastructure, and self-service developer portal implementation using Backstage or custom solutions. Use when the user asks about service catalog builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of service catalog builder or requires a different specialized skill.

37 repo stars
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Sleep Quality Evaluator · ferroxlabs bundle
Comprehensive sleep assessment covering sleep hygiene practices, sleep-wake patterns, environmental factors, and daytime impact indicators. Produces a sleep quality scorecard with prioritized improvement recommendations for better rest. Use when the user asks about sleep quality evaluator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sleep quality evaluator or requires a different specialized skill.

37 repo stars
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Slide Design Principles · ferroxlabs bundle
Applies slide design principles to a described deck including one idea per slide, visual-verbal balance, text reduction targets, white space rules, and font size minimums for presentation contexts. Use when the user asks to improve slide design, reduce text on slides, apply design principles to a presentation, or make slides more visually clear. Do NOT use for slide deck content structure (use slide-deck-structure), chart selection for data slides (use data-in-slides), or brand identity design (use brand-identity-brief).

37 repo stars
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Small Claims Court Prep · ferroxlabs bundle
Walks users through the small claims court filing process, case preparation, evidence organization, and courtroom presentation. Covers jurisdictional limits, filing requirements, service of process, and what to expect at a hearing. Produces a case preparation checklist and evidence organization plan. Use when the user wants to understand how small claims court works, is preparing to file a small claims case, or needs to organize evidence for a hearing. Do NOT use for cases above the small claims jurisdictional limit, criminal matters, family law disputes, or cases requiring an attorney (complex contract disputes, personal injury with significant damages).

37 repo stars
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Social Media Strategist · ferroxlabs bundle
Social media strategy covering platform selection by audience, content strategy per platform, posting cadence, engagement tactics, hashtag strategy, influencer collaboration, analytics and KPIs, community management, and crisis communication. Use when the user asks about social media 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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Sports Nutrition Basics · ferroxlabs bundle
Teaches pre-workout, intra-workout, and post-workout nutrition timing frameworks with carbohydrate and protein targets for active individuals. Covers fueling strategies for endurance, strength, and general fitness training without prescribing specific foods for specific people. Use when the user asks about workout nutrition timing, what to eat before or after exercise, sports nutrition fundamentals, or fueling for athletic performance. Do NOT use for clinical sports nutrition, eating disorder management, supplement recommendations, or competition-specific nutrition periodization.

37 repo stars
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Spreadsheet Model Audit · ferroxlabs bundle
Audits a spreadsheet model for quality and reliability. Checks formula consistency, hardcoded values in formulas, circular references, missing error handling, and documentation gaps. Produces an audit report with specific remediation steps. Use when the user needs to verify the integrity of a spreadsheet model before relying on its outputs for decisions. Do NOT use for data cleaning (use spreadsheet-data-cleaning), setting up validation rules (use data-validation-setup), or building new financial models (use financial-model-template).

37 repo stars
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Streaming Data Engineer · ferroxlabs bundle
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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Stress Level Diagnostic · ferroxlabs bundle
Multi-dimensional stress assessment evaluating physical symptoms, emotional indicators, behavioral patterns, and coping mechanisms. Produces a stress severity scorecard with personalized coping strategy recommendations and escalation guidance. Use when the user asks about stress level diagnostic, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of stress level diagnostic or requires a different specialized skill.

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

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

37 repo stars
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Technical Specification · ferroxlabs bundle
Creates technical specification documents with problem statement, requirements, design proposal, trade-off analysis, and decision rationale. Use when the user needs to write a tech spec, design document, or RFC for a proposed system or feature. Do NOT use for ADRs (use `adr-writing`), user guides (use `user-guide`), or API documentation (use `api-documentation`).

37 repo stars
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Visual Hierarchy Review · ferroxlabs bundle
Evaluates visual hierarchy in a design by identifying the current focal point, assessing alignment with intended messaging, and recommending specific adjustments to size, weight, color, and position. Use when the user asks to review or critique visual hierarchy, fix competing elements, improve readability order, or evaluate where the eye lands in a design. Do NOT use for general UX audits (use ux-audit), accessibility-specific reviews (use accessibility-review), or full layout analysis (use layout-principles).

37 repo stars
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Wallet Security Advisor · ferroxlabs bundle
Cryptocurrency wallet security expertise covering cold storage setup, hardware wallet configuration, multisig wallet deployment, seed phrase management, recovery planning, phishing and social engineering prevention, transaction verification, approval hygiene, and operational security practices for protecting digital assets. Use when the user asks about wallet security advisor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of wallet security advisor or requires a different specialized skill.

37 repo stars
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Waste Reduction Planner · ferroxlabs bundle
Conducts a household waste audit and produces a zero-waste action plan organized by waste stream (trash, recycling, compost, hazardous). Gathers the user's current waste habits, housing situation, and local services to produce a prioritized reduction plan with estimated waste diversion percentages and cost savings. Use when the user asks about reducing household waste, starting a zero-waste journey, improving recycling habits, or conducting a waste audit. Do NOT use for commercial or industrial waste management, hazardous waste disposal procedures, composting setup details (use composting-starter-guide), or municipal waste policy analysis.

37 repo stars
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Water Conservation Plan · ferroxlabs bundle
Creates a room-by-room water conservation plan with usage impact estimates in gallons per day saved per intervention. Gathers the user's housing type, household size, climate, and current water habits to produce a prioritized action list with estimated savings distinguishing renter-accessible from homeowner improvements. Use when the user asks about reducing water usage, lowering water bills, conserving water at home, or understanding household water consumption patterns. Do NOT use for commercial or agricultural water management, water treatment or purification systems, drought emergency response, or irrigation system design for large landscapes.

37 repo stars
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Wcag Compliance Auditor · ferroxlabs bundle
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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Wireframe Specification · ferroxlabs bundle
Produces tool-agnostic wireframe specifications with component lists, layout grids, content hierarchy annotations, and interaction notes for any screen or page. Use when the user asks to wireframe a page, plan a screen layout, define page structure, or create a low-fidelity design spec. Do NOT use for high-fidelity visual design (use design-system-foundations), user flow diagrams (use user-flow-mapping), or interactive prototype definitions (use prototype-spec).

37 repo stars
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Work Life Balance Audit · ferroxlabs bundle
Structured evaluation of time allocation, role satisfaction, burnout indicators, and boundary effectiveness across work and personal domains. Produces a balance scorecard with specific recommendations for sustainable adjustment. Use when the user asks about work life balance audit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of work life balance audit or requires a different specialized skill.

37 repo stars
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Writing Prompt Response · ferroxlabs bundle
Responds to writing prompts with crafted creative pieces that honor the prompt's constraints while demonstrating narrative skill. Produces focused creative responses in any genre. Use when the user provides a writing prompt, creative prompt, story starter, or asks for a creative writing exercise response. Do NOT use for full short stories (use short-story-writing), flash fiction under 1,000 words with specific formal constraints (use flash-fiction), or poetry prompts (use poetry-writing).

37 repo stars
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Airport Navigation Guide · ferroxlabs bundle
Creates a terminal-to-gate workflow with check-in timelines, security preparation steps, connection procedures, and gate-area logistics. Gathers flight details, airport, traveler experience level, and special needs to produce a timed step-by-step airport navigation plan from arrival at the airport to boarding the plane. Use when the user asks about airport navigation, check-in procedures, how early to arrive at the airport, connecting flight logistics, or getting through security efficiently. Do NOT use for flight booking strategies (use travel logistics skills), travel itinerary building (use trip-itinerary-builder), or airport lounge access evaluation.

37 repo stars
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Algorithm Pattern Master · ferroxlabs bundle
Guides mastery of core algorithmic patterns including sliding window, two pointers, binary search, greedy, and backtracking with complexity analysis Use when the user asks about algorithm pattern master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of algorithm pattern master or requires a different specialized skill.

37 repo stars
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Android Compose Patterns · ferroxlabs bundle
Guides expert-level android compose patterns implementation: kotlin and frameworks decision frameworks, production-ready patterns, and concrete templates for android compose patterns workflows. Use when the user asks about android compose patterns, android compose patterns configuration, or mobile best practices for android 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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Angular Signals Patterns · ferroxlabs bundle
Guides expert-level angular signals patterns implementation: typescript and frameworks decision frameworks, production-ready patterns, and concrete templates for angular signals patterns workflows. Use when the user asks about angular signals patterns, angular signals patterns configuration, or typescript best practices for angular 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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Angular Testing Patterns · ferroxlabs bundle
Guides expert-level angular testing patterns implementation: typescript and testing decision frameworks, production-ready patterns, and concrete templates for angular testing patterns workflows. Use when the user asks about angular testing patterns, angular testing patterns configuration, or typescript best practices for angular 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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API Documentation Writer · ferroxlabs bundle
API documentation expertise covering OpenAPI specification authoring, endpoint documentation patterns, code examples in multiple languages, authentication guides, quickstart tutorials, SDK documentation, error reference guides, versioning strategies, interactive documentation portals, and developer experience optimization. Use when the user asks about api documentation writer, api documentation writer best practices, or needs guidance on api documentation writer 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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Architectural Visualizer · ferroxlabs bundle
Comprehensive architectural visualization guidance covering floor plan creation, 3D rendering basics, mood board development for interiors and exteriors, material and finish selection, space planning principles, presentation board design, client communication workflows, and translating design intent into compelling visual presentations. Use when the user asks about architectural visualizer 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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Back To School Organizer · ferroxlabs bundle
Helps families prepare for the school year with supply planning, routine building, extracurricular management, and transition strategies for smooth academic starts. Use when the user asks about back to school organizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of back to school organizer or requires a different specialized skill.

37 repo stars
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Background Jobs Patterns · ferroxlabs bundle
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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Beacon Affiliate Program · ferroxlabs bundle
**When to use.** When the user wants partners, creators, or existing customers to drive sales on commission as a scalable Do-stage acquisition channel.

37 repo stars
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Beneficiary Review Guide · ferroxlabs bundle
Guides users through auditing beneficiary designations across all account types that carry them (retirement, insurance, payable-on-death, transfer-on-death). Identifies common conflicts between beneficiary designations and will provisions, and produces a reconciliation checklist for attorney review. Use when the user asks about reviewing beneficiaries, checking who inherits their accounts, or whether their beneficiary designations are up to date. Do NOT use for recommending specific beneficiary choices, providing tax advice on beneficiary strategies, or drafting legal documents.

37 repo stars
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Blended Family Navigator · ferroxlabs bundle
Guide for navigating step-parenting dynamics, establishing healthy boundaries, creating new family traditions, and building genuine connections across blended family structures Use when the user asks about blended family navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of blended family navigator or requires a different specialized skill.

37 repo stars
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Brand Identity Evaluator · ferroxlabs bundle
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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Build AI Powered Feature · ferroxlabs bundle
Workflow for integrating AI/ML capabilities into an existing product, from problem definition through data preparation, model selection, integration, and production monitoring. Covers both LLM-based features and traditional ML approaches with emphasis on responsible deployment and reliability. Use when the user wants to build ai powered feature 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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Build Feature End To End · ferroxlabs bundle
Orchestrates the full software feature development lifecycle from specification through production deployment, chaining five engineering skills into a cohesive build pipeline. Covers requirements gathering, branch strategy, test-driven implementation, peer review, and deployment. Use when the user needs to build a complete feature from idea to production with structured engineering practices at every stage. Do NOT use for hotfixes, one-line changes, or exploratory prototypes that skip formal review and testing.

37 repo stars
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Build Thought Leadership · ferroxlabs bundle
Strategic workflow for professionals who want to establish thought leadership in their field. Covers finding a niche where your perspective is unique, creating a consistent content engine, building visibility across platforms, establishing authority through speaking, writing, and community, and monetizing your thought leadership through consulting, courses, and advisory roles. Use when the user wants to build thought leadership 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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Business Model Validator · ferroxlabs bundle
Business model viability assessment evaluating revenue model strength, market fit, competitive positioning, risk factors, and unit economics to produce an actionable validation scorecard. Use when the user asks about business model validator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of business model validator or requires a different specialized skill.

37 repo stars
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Care Facility Evaluation · ferroxlabs bundle
Produces a structured evaluation framework for comparing care facilities including assisted living, memory care, and skilled nursing options. Generates criteria checklists, tour question lists, scoring matrices, and red flag indicators to support informed facility selection decisions. Use when the user asks about evaluating care facilities, comparing assisted living options, or choosing a nursing home for a family member. Do NOT use for medical care decisions (consult a physician), specific facility recommendations by name, or Medicare/Medicaid claims guidance.

37 repo stars
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Clinical Trial Navigator · ferroxlabs bundle
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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Cognitive Bias Navigator · ferroxlabs bundle
Cognitive bias expertise covering a practical catalog of common biases, debiasing techniques for better decision-making, decision hygiene protocols, nudge design principles, organizational bias mitigation, and frameworks for recognizing and counteracting systematic errors in thinking. Use when the user asks about cognitive bias navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cognitive bias navigator or requires a different specialized skill.

37 repo stars
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Competitive Intelligence · ferroxlabs bundle
Produces a competitive intelligence framework: defines the competitors to track, the intelligence dimensions (product, pricing, marketing, hiring), the data sources, the collection cadence, and the comparison format. Use when the user asks to track competitors, build a competitive analysis, monitor competitor activity, create a market comparison, or set up ongoing competitive intelligence gathering. Do NOT use for sentiment analysis of brand mentions (use sentiment-analysis-guide), internal product metric frameworks (use metric-framework or kpi-definition), or general market sizing research (use research-synthesis for source synthesis).

37 repo stars
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Composting Starter Guide · ferroxlabs bundle
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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Content Strategy Auditor · ferroxlabs bundle
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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Copy Lens Business Angle · ferroxlabs bundle
**Lens mode.** Source authority: Codie Sanchez's "boring business" framing — money, ownership, and operational reality as the primary story.

37 repo stars
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Creator Analytics Master · ferroxlabs bundle
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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Credit Score Improvement · ferroxlabs bundle
Builds a 3-12 month action plan for improving a credit score based on the user's current credit profile. Identifies specific actions for each credit score component, estimates relative impact, and creates a sequenced timeline of steps. Produces a dated improvement plan the user can follow month by month. Use when the user wants to improve their credit score over time, needs a structured plan for credit building, or asks how to raise their score. Do NOT use for understanding what a credit score is (use credit-score-explainer), debt payoff sequencing (use debt management skills), or credit repair disputes.

37 repo stars
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Cross Platform Architect · ferroxlabs bundle
Cross-platform mobile architecture covering React Native vs Flutter vs Kotlin Multiplatform comparison, shared business logic patterns, native bridge design, platform-specific UI strategies, performance optimization, navigation architecture, state management, testing strategies, and migration paths between frameworks. Use when the user asks about cross platform architect, cross platform architect best practices, or needs guidance on cross platform 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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Dao Governance Architect · ferroxlabs bundle
Decentralized autonomous organization expertise covering governance framework design, voting mechanisms (token-weighted, quadratic, conviction), proposal systems, treasury management strategies, delegation patterns, on-chain vs off-chain governance, multi-sig operations, and organizational structure for web3 communities. Use when the user asks about dao governance architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dao governance architect or requires a different specialized skill.

37 repo stars
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Data Lakehouse Architect · ferroxlabs bundle
Architecture expertise for data lakehouse platforms covering Delta Lake, Apache Iceberg, Apache Hudi, medallion architecture design, table format selection, storage optimization, schema evolution, time travel, compaction strategies, and query engine integration for building unified analytical and operational data platforms. Use when the user asks about data lakehouse architect, data lakehouse architect best practices, or needs guidance on data lakehouse 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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Data Literacy Assessment · ferroxlabs bundle
Structured data literacy evaluation covering statistical understanding, data tool proficiency, data storytelling ability, analytical thinking, and producing a personalized learning plan to close skill gaps. Use when the user asks about data literacy assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data literacy assessment or requires a different specialized skill.

37 repo stars
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Data Pipeline Monitoring · ferroxlabs bundle
Designs a data pipeline monitoring plan with health metrics (latency, error rate, row count variance), alert thresholds, on-call escalation path, and incident response runbook template. Outputs a complete monitoring specification for production data pipelines. Use when the user asks to set up monitoring for data pipelines, define SLAs for data freshness, create alerting rules for ETL failures, or build a runbook for pipeline incidents. Do NOT use for designing the pipeline itself (use etl-pipeline-design), defining data quality rules on the data (use data-quality-rules), or designing dashboards (use bi-dashboard-spec).

37 repo stars

4,845 published skills · page 31 of 49