FerroxLabs

@ferroxlabs source repo

4.8k skills
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37 repo stars
4 weeks ago last updated

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Mindfulness At Work · ferroxlabs bundle
Practical workplace mindfulness covering meeting presence, email mindfulness, transition rituals, stress response techniques, micro-practices for busy schedules, and building a sustainable mindful work culture. Use when the user asks about mindfulness at work, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mindfulness at work or requires a different specialized skill.

37 repo stars
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Monitoring Alerting · ferroxlabs bundle
Guides expert-level monitoring and alerting implementation: debugging and architecture decision frameworks, production-ready patterns, and concrete templates for monitoring alerting workflows. Use when the user asks about monitoring and alerting, monitoring alerting configuration, or devops best practices for monitoring 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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Monitoring Engineer · ferroxlabs bundle
Observability and monitoring. Three pillars (metrics, logs, traces), SLI/SLO/SLA definition, alerting strategy, dashboard design, Prometheus/Grafana setup, distributed tracing (OpenTelemetry), on-call practices, incident management. Use when the user asks about monitoring engineer, monitoring engineer best practices, or needs guidance on monitoring 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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Mortgage Comparison · ferroxlabs bundle
Compares mortgage options by computing total cost of borrowing, monthly payment, break-even point for paying points, and fixed vs. adjustable rate risk factors. All calculations use terms the user provides from their actual loan offers. Produces a side-by-side comparison with total cost analysis. Use when the user asks about comparing mortgage offers, fixed vs. ARM loans, whether to pay points, or wants to see the total cost of different mortgage options. Do NOT use for the overall home buying process (use home-buying-checklist), general major purchase decisions (use major-purchase-decision), or investment account types (use investment-account-types).

37 repo stars
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New Parent Survival · ferroxlabs bundle
First-year parenting guide covering sleep strategies, feeding options (breast/formula/combo), developmental milestones, partner relationship maintenance, self-care, returning to work, and pediatrician visit preparation for new parents. Use when the user asks about new parent survival or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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New Pet Preparation · ferroxlabs bundle
Guides pre-arrival preparation for a new dog or cat including essential supplies, home safety proofing, first-week schedule, and veterinary appointment planning. Produces a complete checklist and day-by-day plan for the first week. Use when the user asks about bringing home a new puppy, kitten, adult dog, or cat, what supplies to buy, how to pet-proof a home, or what to expect during the first week. Do NOT use for training protocols (use dog-training-fundamentals), ongoing health monitoring (use pet-health-monitoring), nutrition planning (use pet-nutrition-guide), or exotic pet care.

37 repo stars
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Notification System · ferroxlabs bundle
Notification system design expertise covering multi-channel delivery (email, SMS, push, Slack, webhook), template engines, notification preferences and user settings, delivery tracking, retry logic, batching and digest strategies, rate limiting, priority levels, and notification center UI design. Use when the user asks about notification system, notification system best practices, or needs guidance on notification system implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Obsidian Power User · ferroxlabs bundle
Advanced Obsidian knowledge management covering Zettelkasten methodology, linking strategy, graph navigation, essential community plugins, templates, daily notes workflow, publishing options, and personal knowledge management principles. Use when the user asks about obsidian power user, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of obsidian power user or requires a different specialized skill.

37 repo stars
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Oss Metrics Analyst · ferroxlabs bundle
Open source community health metrics expertise covering the CHAOSS framework, contributor funnel analysis, sustainability indicators, engagement metrics, project velocity measurement, community health dashboards, and data-driven strategies for improving open source project health and contributor retention. Use when the user asks about oss metrics analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss metrics analyst or requires a different specialized skill.

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

37 repo stars
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Pet Nutrition Guide · ferroxlabs bundle
Provides life-stage feeding schedules, pet food label reading guidance, and portion recommendations by weight for dogs and cats. Covers puppy, kitten, adult, and senior feeding needs with specific frequency and quantity frameworks. Use when the user asks about feeding schedules, how much to feed a pet, choosing pet food, reading pet food labels, or nutrition by life stage for dogs or cats. Do NOT use for prescription diets, managing food allergies, treating obesity or underweight pets medically, or exotic pet nutrition. Dietary changes for health conditions require veterinary guidance.

37 repo stars
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Phone Cleanup Guide · ferroxlabs bundle
Recover storage space, audit apps, organize photos, improve battery life, and boost phone performance with step-by-step cleanup procedures for iOS and Android. Use when the user asks about phone cleanup guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of phone cleanup guide or requires a different specialized skill.

37 repo stars
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Pivot Table Builder · ferroxlabs bundle
Builds a pivot table specification from a described dataset. Determines field placement (rows, columns, values, filters), aggregation function selection, grouping rules, and formatting instructions. Output is the exact setup configuration. Use when the user needs to summarize data by categories, create cross-tabulations, or build summary tables from detailed records. Do NOT use for lookup formulas (use excel-lookup-formulas), data cleaning (use spreadsheet-data-cleaning), or chart creation (use chart-type-selector).

37 repo stars
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Polyglot Strategist · ferroxlabs bundle
Multi-language management advisor covering language transfer and interference patterns, maintenance scheduling for multiple languages, strategic language selection, simultaneous learning techniques, and long-term scheduling systems for managing fluency across three or more languages. Use when the user asks about polyglot strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of polyglot strategist or requires a different specialized skill.

37 repo stars
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Porters Five Forces · ferroxlabs bundle
Produces a completed Porter's Five Forces analysis with industry-specific drivers for each force, intensity ratings, and strategic implications. Use when the user asks to analyze industry attractiveness, evaluate competitive forces, assess market entry barriers, or understand industry dynamics using Porter's framework. Do NOT use for company-specific SWOT (use swot-analysis), direct competitor comparison (use competitive-analysis), or macro-environment scanning (use pestle-analysis).

37 repo stars
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Prepare Fundraising · ferroxlabs bundle
Guides the user through preparing for a fundraising round from financial modeling through pitch deck creation, competitive analysis, due diligence preparation, term sheet literacy, narrative crafting, and investor communication. Use when the user is preparing to raise capital and needs a structured process covering every stage from financial foundation to investor outreach. Do NOT use for personal finance fundraising or crowdfunding (use personal finance skills), for grant writing (use grant-proposal-writing), or for ongoing investor relations after a round closes (use investor-update-email directly).

37 repo stars
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Privacy Audit Guide · ferroxlabs bundle
Comprehensive personal privacy audit covering browser hardening, phone privacy settings, social media exposure reduction, data broker removal, and ongoing privacy maintenance routines. Use when the user asks about privacy audit guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of privacy audit guide or requires a different specialized skill.

37 repo stars
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Produce Documentary · ferroxlabs bundle
End-to-end documentary filmmaking workflow from subject selection and research through shooting, interview technique, editing, and distribution. Covers documentary storytelling, ethical considerations, interview methodology, archival research, verite and observational techniques, narrative structure in nonfiction, and festival and streaming distribution strategies. Use when the user wants to produce documentary 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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Product Description · ferroxlabs bundle
Produces e-commerce product descriptions using features-benefits-proof methodology that converts browsers into buyers. Use when the user asks to write product descriptions, create e-commerce listing copy, write product page text, draft product descriptions for online stores, or write copy for product listings. Do NOT use for landing page copy (use landing-page-copy), ad copy (use paid-ad-copy), or full marketing campaign (use campaign-planning).

37 repo stars
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Product Photography · ferroxlabs bundle
Produces a product photography setup including background recommendation, light position for specular vs. matte surfaces, camera angle options with visual effects, prop strategy, and retouching sequence. Applicable to any camera and any editing software. Use when the user asks to photograph products, merchandise, food, or objects for e-commerce, social media, or catalog purposes. Do NOT use for portrait photography (use portrait-technique), general lighting theory (use lighting-setup), or standalone photo editing workflow (use photo-editing-workflow).

37 repo stars
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Pronunciation Guide · ferroxlabs bundle
Creates pronunciation guidance with phonetic descriptions, practice patterns, and common error corrections for language learners. Produces a targeted pronunciation practice plan for specific sounds or patterns in the target language. Use when a learner asks to improve pronunciation, practice specific sounds, reduce accent, or learn phonetic patterns in a target language. Do NOT use for conversation practice (use `conversation-practice`), for grammar instruction (use `grammar-practice`), or for reading skills (use `speed-reading`).

37 repo stars
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RAG Pipeline Design · ferroxlabs bundle
Guides expert-level rag pipeline design implementation: ai-ml and database decision frameworks, production-ready patterns, and concrete templates for rag pipeline design workflows. Use when the user asks about rag pipeline design, rag pipeline design configuration, or ai-ml best practices for rag 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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Release Engineering · ferroxlabs bundle
Release engineering expertise covering release trains, semantic versioning, changelog automation, feature freezes, rollback procedures, release notes generation, branching strategies, deployment orchestration, and release readiness validation. Use when the user asks about release engineering, release engineering best practices, or needs guidance on release engineering implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Release New Version · ferroxlabs bundle
Orchestrates the process of shipping a new software version by chaining four engineering skills into a structured release pipeline. Covers release planning with changelog generation, commit history analysis, deployment execution, and post-release monitoring verification. Use when the user needs to ship a release with proper versioning, documentation, and deployment verification. Do NOT use for hotfixes that bypass the normal release process or for continuous deployment where every merge auto-deploys.

37 repo stars
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Resilience Engineer · ferroxlabs bundle
Resilience and fault tolerance expert covering circuit breaker pattern, bulkhead pattern, retry with backoff, timeout patterns, fallback strategies, chaos engineering, game days, failure injection, graceful degradation, and disaster recovery. Use when the user asks about resilience engineer, resilience engineer best practices, or needs guidance on resilience engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Resume Quick Polish · ferroxlabs bundle
Fast resume optimization - format fixes, keyword injection for ATS systems, achievement quantification, and common mistakes to fix in 30 minutes or less. Use when the user asks about resume quick polish, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of resume quick polish or requires a different specialized skill.

37 repo stars
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Revenue Forecasting · ferroxlabs bundle
Builds bottom-up revenue forecasts by customer segment with documented assumptions, sensitivity analysis, and confidence ranges. Use when the user asks about revenue forecasting, sales projections, revenue modeling, predicting future revenue, or building a revenue plan. Do NOT use for full financial modeling (use financial-model-structure), pricing strategy (use pricing-strategy), or analyzing historical P&L data (use pl-analysis).

37 repo stars
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Rock Climbing Guide · ferroxlabs bundle
Comprehensive rock climbing guide covering grading systems, movement techniques, gear selection, safety systems, bouldering and lead climbing fundamentals, training plans, and progression from beginner to intermediate outdoor climber. Use when the user asks about rock climbing guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of rock climbing guide or requires a different specialized skill.

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

37 repo stars
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Rust Async Patterns · ferroxlabs bundle
Guides advanced Rust async programming: Tokio vs async-std decision, async trait patterns, spawning strategies, blocking in async contexts, and structured concurrency with JoinSet. Use when the user asks about Rust async, Tokio, async-std, async traits, spawning, blocking in async, JoinSet, futures. Do NOT use when the user asks about Rust ownership (use `rust-ownership-patterns`), Rust performance (use `rust-performance`), Rust error handling (use `rust-error-handling`).

37 repo stars
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Rust Error Handling · ferroxlabs bundle
Guides expert-level Rust error handling: thiserror vs anyhow decision tree, error propagation with ? operator, custom error types, Result combinators, and error conversion patterns. Use when the user asks about Rust error handling, thiserror, anyhow, Result type, ? operator, custom errors, error propagation. Do NOT use when the user asks about Rust ownership (use `rust-ownership-patterns`), Rust project setup (use `rust-project-setup`), Rust testing (use `rust-testing-patterns`).

37 repo stars
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Science Explanation · ferroxlabs bundle
Provides Socratic science tutoring using conceptual change methodology -- guiding students from misconceptions to accurate understanding through analogy, evidence, and guided reasoning rather than lecturing. Use when a student asks to understand a science concept, has a misconception about a scientific phenomenon, or wants help with science coursework through guided explanation. Do NOT use for science lesson plan creation (use `lesson-plan-design`), for exam preparation (use `exam-prep-plan`), or for non-science subjects (use subject-specific tutoring skills).

37 repo stars
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Screen Time Manager · ferroxlabs bundle
Evidence-based screen time management using AAP guidelines, with schedule templates, quality content selection criteria, co-viewing strategies, digital literacy education, parental controls setup, and family media plan creation. Use when the user asks about screen time manager, or needs help with evidence-based screen time management using aap guidelines, with schedule templates, quality content selection criteria, co-viewing strategies, digital literacy education, parental controls setup, and family media plan creation. Do NOT use when the request requires professional specialized advice or falls outside the scope of screen time manager.

37 repo stars
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Screenwriting Coach · ferroxlabs bundle
Screenwriting guide covering screenplay format, three-act structure, detailed beat sheets, character introduction, dialogue subtext, scene transitions, TV pilot structure, feature film pacing, logline writing, and industry standard formatting. Use when the user asks about screenwriting coach, or needs help with screenwriting guide covering screenplay format, three-act structure, detailed beat sheets, character introduction, dialogue subtext, scene transitions, tv pilot structure, feature film pacing, logline writing, and industry standard formatting. Do NOT use when the request requires professional specialized advice or falls outside the scope of screenwriting coach.

37 repo stars
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Self Defense Basics · ferroxlabs bundle
Foundational personal safety guide covering situational awareness principles, verbal de-escalation techniques, basic physical self-defense concepts, personal safety habits for daily life, home safety strategies, travel safety tips, self-defense training options and how to choose a program, and legal considerations around self-defense. Use when the user asks about self defense basics, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of self defense basics or requires a different specialized skill.

37 repo stars
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Serverless Patterns · ferroxlabs bundle
Guides expert-level serverless patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for serverless patterns workflows. Use when the user asks about serverless patterns, serverless patterns configuration, or backend best practices for serverless 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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Short Film Director · ferroxlabs bundle
Complete guidance for directing short films from concept through festival exhibition. Covers script development, casting, location scouting, actor direction, blocking, visual storytelling, continuity management, post-production, and festival strategy specific to the short film format. Use when the user asks about short film director 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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Short Story Writing · ferroxlabs bundle
Writes short stories (1,000-10,000 words) across any genre using constraint-first design and a five-step creative process. Collects genre, POV, premise, length, and one key constraint before drafting. Use when the user asks to write a short story, create fiction, draft a narrative, or develop a short prose piece. Do NOT use for flash fiction under 1,000 words (use flash-fiction), novel chapters (use plot-outline for planning), poetry (use poetry-writing), or screenplays (use screenplay-scene).

37 repo stars
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Side Hustle Advisor · ferroxlabs bundle
Side income planning covering skills assessment, market opportunity analysis, time investment vs income matrix, popular side hustles by skill type, legal and tax considerations for 1099 income, scaling strategies, and passive income ideas. Use when the user asks about side hustle advisor, or needs help with side income planning covering skills assessment, market opportunity analysis, time investment vs income matrix, popular side hustles by skill type, legal and tax considerations for 1099 income, scaling strategies, and passive income ideas. Do NOT use when the request requires professional financial advice or falls outside the scope of side hustle advisor.

37 repo stars
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Skiing Snowboarding · ferroxlabs bundle
Guide to skiing and snowboarding including technique progression, equipment selection, resort selection, fitness preparation, mountain safety, lesson value, gear rental vs buying, and terrain park basics. Use when the user asks about skiing snowboarding, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of skiing snowboarding or requires a different specialized skill.

37 repo stars
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Solo Travel Planner · ferroxlabs bundle
Creates solo-optimized travel itineraries with built-in safety layers, social connection opportunities, and single-traveler logistics. Gathers destination, dates, comfort level, and interests to produce a day-by-day schedule with emergency contacts template, safety check-in protocol, and solo-friendly activity recommendations. Use when the user asks to plan a solo trip, travel alone safely, find solo-friendly activities, or create a single-traveler itinerary. Do NOT use for group trip planning, family trip planning (use family-trip-planner), or general itinerary building without solo-specific safety considerations (use trip-itinerary-builder).

37 repo stars
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Solopreneur Toolkit · ferroxlabs bundle
One-person business operations advisor covering automation strategies, time management, tool stack selection, financial management, legal basics, productized services, sustainable growth without employees, and the mindset shifts required to run every function of a business as a single operator. Use when the user asks about solopreneur toolkit 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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Stain Removal Guide · ferroxlabs bundle
Quick reference for removing common stains from clothing and fabrics - matched by stain type, fabric type, and chemical solution with step-by-step techniques. Use when the user asks about stain removal guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of stain removal guide or requires a different specialized skill.

37 repo stars
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Stakeholder Manager · ferroxlabs bundle
Strategic stakeholder management expert covering stakeholder identification and mapping, power-interest analysis, RACI matrix design, communication planning, expectation management, influence strategies, conflict resolution, and executive relationship building. Use when the user asks about stakeholder manager, stakeholder manager best practices, or needs guidance on stakeholder manager 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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Start Side Business · ferroxlabs bundle
Guides the user through launching a side business from idea validation through first customer acquisition, chaining business planning, pricing, tax structure, budgeting, content marketing, and outreach skills across four categories. Use when the user wants to start a side hustle, launch a small business, or build a revenue stream alongside their primary employment. Do NOT use for scaling an existing business, raising venture capital, or transitioning from side business to full-time (use switch-careers instead).

37 repo stars
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Statistical Analyst · ferroxlabs bundle
Applied statistics guide covering hypothesis testing, regression analysis, ANOVA, confidence intervals, p-value interpretation, and practical statistical decision-making with Python implementations. Use when the user asks about statistical analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of statistical analyst or requires a different specialized skill.

37 repo stars
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Storytelling Master · ferroxlabs bundle
Narrative techniques for every professional context including business storytelling (Pixar framework, story spine), personal and brand narrative, data storytelling, presentation storytelling, emotional arc design, audience connection strategies, and building a personal story bank. Use when the user asks about storytelling 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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Streaming Architect · ferroxlabs bundle
Real-time data streaming expertise covering Kafka architecture, stream processing with Flink and Kafka Streams, exactly-once semantics, windowing strategies (tumbling, sliding, session), watermarks, late data handling, schema registry, consumer group management, and production deployment patterns. Use when the user asks about streaming architect, streaming architect best practices, or needs guidance on streaming 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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Street Photographer · ferroxlabs bundle
Expert street photography guidance covering candid techniques, legal considerations, composition in chaotic environments, editing for narrative, storytelling through series, and ethical approaches to photographing strangers. Use when the user asks about street photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of street photographer or requires a different specialized skill.

37 repo stars
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Style Guide Creator · ferroxlabs bundle
Expert technical style guide creation covering tone and voice definition, terminology glossary, formatting standards, code sample conventions, inclusive language, abbreviation rules, numbering/list conventions, cross-reference patterns, and review checklist. Use when the user asks about style guide creator, style guide creator best practices, or needs guidance on style guide creator 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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Sustainable Fashion · ferroxlabs bundle
Guide to building a sustainable wardrobe including ethical brand evaluation, secondhand shopping strategies (ThredUp, Poshmark, consignment), capsule wardrobe principles for sustainability, fabric guide covering organic, recycled, and problematic materials, clothing care techniques to extend garment life, and basic repair and mending skills. Use when the user asks about sustainable fashion, or needs help with guide to building a sustainable wardrobe including ethical brand evaluation, secondhand shopping strategies (thredup, poshmark, consignment), capsule wardrobe principles for sustainability, fabric guide covering organic, recycled, and problematic materials, clothing care techniques to extend garment life, and basic repair and mending skills. Do NOT use when the request requires professional specialized advice or falls outside the scope of sustainable fashion.

37 repo stars
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Swift Project Setup · ferroxlabs bundle
Guides expert-level swift project setup implementation: swift and best-practices decision frameworks, production-ready patterns, and concrete templates for swift project setup workflows. Use when the user asks about swift project setup, swift project setup configuration, or swift best practices for swift 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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Task Capture System · ferroxlabs bundle
Builds a complete task capture system with inbox location, capture criteria, two-minute rule, and processing cadence. Produces a deployable system specification the user can immediately adopt. Use when the user asks about capturing tasks, organizing incoming work, setting up a task inbox, or building a system to track everything they need to do. Do NOT use for prioritizing existing tasks (use task-prioritization), scheduling tasks into time blocks (use time-blocking), or enterprise project intake processes (use business project-management skills).

37 repo stars
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Task Prioritization · ferroxlabs bundle
Applies a structured prioritization method (RICE, MoSCoW, or weighted scoring) to a list of tasks or features. Produces a ranked list with scoring rationale for each item and a clear action sequence. Use when the user asks about prioritizing a backlog, ranking tasks by impact, deciding which features to build first, or applying a scoring framework to competing priorities. Do NOT use for sorting tasks by urgency/importance (use eisenhower-matrix), scheduling tasks into time blocks (use time-blocking), or business strategic prioritization (use business strategy skills).

37 repo stars
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Tech Ethics Advisor · ferroxlabs bundle
Expert guide to technology ethics covering AI fairness and bias, data privacy and surveillance, algorithmic accountability, design ethics and dark patterns, digital rights, platform governance, and structured frameworks for evaluating ethical implications of technology decisions. Use when the user asks about tech ethics advisor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tech ethics advisor or requires a different specialized skill.

37 repo stars
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Technical Blog Post · ferroxlabs bundle
Creates technical deep-dive blog posts with code examples, architectural explanations, diagram descriptions, benchmarks, and lessons learned for developer audiences. Use when the user wants to write a technical blog post, engineering blog entry, or code walkthrough article. Do NOT use for general blog posts (use `blog-post-writing`), tutorials (use `tutorial-writing`), or API documentation (use `api-documentation`).

37 repo stars
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Technical Explainer · ferroxlabs bundle
Making complex topics accessible to any audience. Covers analogy creation, layered explanation (ELI5 to expert), visual communication strategies, the Feynman technique, jargon translation, audience assessment, FAQ design, and explainer formats (video, article, infographic) for technical communication. Use when the user asks about technical explainer 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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Technical Presenter · ferroxlabs bundle
Technical presentation expert covering conference talk preparation, slide design for developer audiences, live coding demonstrations, demo preparation and backup plans, audience engagement techniques, storytelling for technical content, and talk proposal writing. Use when the user asks about technical presenter, technical presenter best practices, or needs guidance on technical presenter 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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Tenant Rights Guide · ferroxlabs bundle
Provides a plain-language overview of common tenant rights including notice requirements, repair obligations, security deposit protections, eviction procedures, and anti-retaliation rules. Helps tenants understand their position and prepare for conversations with landlords, tenant rights organizations, or attorneys. Use when the user has a question about their rights as a renter, is facing a landlord dispute, wants to understand eviction procedures, or needs to know their obligations as a tenant. Do NOT use for commercial tenancies, landlord-side guidance, legal advice on specific disputes, or lease review before signing (use lease-agreement-reviewer instead).

37 repo stars
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Test Data Generator · ferroxlabs bundle
Test data generation expertise covering Faker libraries across languages, factory patterns (Factory Boy, Fishery), seed data management, data anonymization techniques, synthetic data generation, constraint satisfaction, maintaining data relationships, database seeding strategies, and snapshot testing for data validation. Use when the user asks about test data generator, test data generator best practices, or needs guidance on test 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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Time Series Analyst · ferroxlabs bundle
Time series analysis expertise covering decomposition methods, ARIMA and SARIMA modeling, Prophet for business forecasting, seasonality detection, trend analysis, anomaly detection, forecasting evaluation metrics, and practical applications for demand planning, capacity planning, and financial analysis. Use when the user asks about time series analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of time series analyst or requires a different specialized skill.

37 repo stars
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Tokenomics Designer · ferroxlabs bundle
Token economic design expertise covering supply models (fixed, inflationary, deflationary, dual-token), distribution and allocation strategies, vesting schedules, incentive mechanism design, staking economics, burn mechanics, liquidity bootstrapping, and sustainability analysis for protocol token economies. Use when the user asks about tokenomics designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tokenomics designer or requires a different specialized skill.

37 repo stars
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Trail Running Coach · ferroxlabs bundle
Coach trail runners on terrain technique, training plan design, gear selection, trail nutrition, safety protocols, and race preparation for all experience levels Use when the user asks about trail running coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of trail running coach or requires a different specialized skill.

37 repo stars
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Value Stream Mapper · ferroxlabs bundle
Practical guide to value stream mapping covering current state analysis, waste identification, future state design, improvement planning, and conducting mapping workshops for process optimization. Use when the user asks about value stream mapper, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of value stream mapper or requires a different specialized skill.

37 repo stars
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Video Calling Setup · ferroxlabs bundle
Step-by-step guidance for setting up and using video calling apps like Zoom, FaceTime, and Google Meet, with troubleshooting tips, accessibility adjustments, and video call etiquette. Use when the user asks about video calling setup, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of video calling setup or requires a different specialized skill.

37 repo stars
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Video Game Designer · ferroxlabs bundle
Comprehensive video game design guidance covering Game Design Document (GDD) structure, core mechanics design, player motivation (Bartle types), level design principles, difficulty curves, playtesting methodology, monetization ethics, game feel and juice, and the full design-to-playtest pipeline. Use when the user asks about video game designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Visa Passport Guide · ferroxlabs bundle
Travel documentation guide covering passport application and renewal timelines, visa requirement lookup by nationality, visa application tips, travel insurance selection, vaccination requirements, entry restriction awareness, document copies strategy, and embassy and consulate information. Use when the user asks about visa passport guide, or needs help with travel documentation guide covering passport application and renewal timelines, visa requirement lookup by nationality, visa application tips, travel insurance selection, vaccination requirements, entry restriction awareness, document copies strategy, and embassy and consulate information. Do NOT use when the request requires professional specialized advice or falls outside the scope of visa passport guide.

37 repo stars
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Visual Storytelling · ferroxlabs bundle
Structures a visual narrative for a presentation with emotional arc, visual type selection per narrative beat, and storyboard sequence with image direction notes. Use when the user asks to tell a story through visuals, create an emotional presentation arc, design a visual narrative, or plan imagery for a presentation that persuades or inspires. Do NOT use for slide deck content structure (use slide-deck-structure), data visualization in slides (use data-in-slides), or video storyboarding (use video-storyboard).

37 repo stars
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Vocabulary Building · ferroxlabs bundle
Creates vocabulary acquisition plans with word selection, study methods, and spaced repetition review schedules for language learners. Produces a structured vocabulary building program with practice exercises -- not a word list. Use when a learner asks to build vocabulary in a language, create a vocabulary study plan, learn new words systematically, or improve word retention. Do NOT use for grammar instruction (use `grammar-practice`), for conversation practice (use `conversation-practice`), or for general flashcard creation (use `flashcard-generation`).

37 repo stars
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Vpn Privacy Advisor · ferroxlabs bundle
Guide for understanding and using VPNs including protocol comparison, provider evaluation criteria, when to use a VPN, setup across devices, and privacy-focused configuration. Use when the user asks about vpn privacy advisor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of vpn privacy advisor or requires a different specialized skill.

37 repo stars
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White Paper Writing · ferroxlabs bundle
Writes authoritative white papers with executive summary, problem analysis, methodology, evidence-based arguments, and actionable conclusions for B2B and thought leadership contexts. Use when the user wants to write a white paper, industry report, or authoritative long-form document that establishes expertise. Do NOT use for case studies (use `case-study-writing`), blog posts (use `long-form-article`), or business reports (use `business-report`).

37 repo stars
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Wifi Troubleshooter · ferroxlabs bundle
Diagnose and fix WiFi problems - slow speeds, dead zones, interference, connection drops, and security issues with step-by-step solutions. Use when the user asks about wifi troubleshooter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of wifi troubleshooter or requires a different specialized skill.

37 repo stars
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Zero Based Budgeter · ferroxlabs bundle
Synthesizes Ramsey envelope method, YNAB philosophy, 50/30/20 rule, Pay Yourself First, and Kakeibo into The Intentional Money System - a flexible budgeting framework that adapts to any income level or financial situation. Use when the user asks about zero based budgeter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of zero based budgeter or requires a different specialized skill.

37 repo stars
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Accessibility Review · ferroxlabs bundle
Conducts a WCAG 2.1 AA accessibility review covering color contrast, keyboard navigation, screen reader markup, touch targets, and ARIA labels with a structured remediation checklist. Use when the user asks to review accessibility, check WCAG compliance, audit for screen reader compatibility, or evaluate keyboard navigation. Do NOT use for general UX audits (use ux-audit), visual hierarchy critique (use visual-hierarchy-review), or responsive layout testing (use responsive-layout-design).

37 repo stars
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Accessibility Tester · ferroxlabs bundle
Accessibility testing expert covering automated a11y scanning with axe-core and Lighthouse, screen reader testing workflows, WCAG 2.1/2.2 compliance verification, keyboard navigation testing, color contrast analysis, ARIA pattern validation, and accessibility CI/CD integration. Use when the user asks about accessibility tester, accessibility tester best practices, or needs guidance on accessibility tester 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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AI Startup Navigator · ferroxlabs bundle
Strategic guide for AI startups covering product-market fit, data moats, compute cost management, responsible AI practices, fundraising, team building, and navigating the unique challenges of building AI-first companies. Use when the user asks about ai startup navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ai startup navigator or requires a different specialized skill.

37 repo stars
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Angel Investor Guide · ferroxlabs bundle
Comprehensive guide to angel investing covering deal flow sourcing, startup evaluation frameworks, term sheet analysis, valuation methods, portfolio construction strategy, due diligence processes, syndication and co-investing, legal structures, tax implications including QSBS benefits, and managing investments post-funding. Designed for accredited investors considering early-stage startup investments. Use when the user asks about angel investor guide, or needs help with comprehensive guide to angel investing covering deal flow sourcing, startup evaluation frameworks, term sheet analysis, valuation methods, portfolio construction strategy, due diligence processes, syndication and co-investing, legal structures, tax implications including qsbs benefits, and managing investments post-funding. Do NOT use when the request requires professional financial advice or falls outside the scope of angel investor guide.

37 repo stars
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API Gateway Designer · ferroxlabs bundle
API gateway architecture expert covering gateway patterns, request routing, authentication/authorization, rate limiting, request transformation, response aggregation, circuit breaking, API composition, and gateway selection (Kong, Envoy, AWS API Gateway). Use when the user asks about api gateway designer, api gateway designer best practices, or needs guidance on api gateway 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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API Gateway Patterns · ferroxlabs bundle
Guides expert-level api gateway patterns implementation: api-design and backend decision frameworks, production-ready patterns, and concrete templates for api gateway patterns workflows. Use when the user asks about api gateway patterns, api gateway patterns configuration, or architecture best practices for api projects. Do NOT use when the user needs a different architecture design capability -- check sibling skills in the architecture design subcategory.

37 repo stars
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Ats Resume Optimizer · ferroxlabs bundle
Analyzes a job description for ATS (Applicant Tracking System) keywords and produces an optimized version of the user's resume bullets and summary that maximizes keyword match rate while maintaining natural readability. Identifies must-have keywords, suggests strategic placement, and rewrites content to pass automated screening. Use when the user wants to optimize their resume for ATS, match keywords from a job posting, or increase their resume's chances of passing automated screening. Do NOT use for writing resume bullets from scratch (use resume-bullet-writer), career change resume rewrites (use career-change-resume), or cover letter writing (use cover-letter-writer).

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

37 repo stars
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Book Proposal Writer · ferroxlabs bundle
Complete non-fiction book proposal construction, covering the overview, market analysis, competitive title evaluation, author biography and platform, detailed chapter outline, sample chapter writing, and marketing plan development. Use when the user asks about book proposal writer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Brand Health Checker · ferroxlabs bundle
Brand health assessment evaluating brand perception, consistency, positioning, visual identity, and competitive standing to produce an actionable brand health scorecard. Use when the user asks about brand health checker, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of brand health checker or requires a different specialized skill.

37 repo stars
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Brand Identity Brief · ferroxlabs bundle
Produces a brand identity brief with positioning statement, personality adjectives, visual tone, color rationale, typography direction, imagery style guide, and usage constraints. Use when the user asks to create a brand identity, define brand guidelines, establish visual brand direction, or build a brand brief for a new project. Do NOT use for color palette creation (use color-palette-design), typography system details (use typography-system), or logo design direction (use logo-design-brief).

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

37 repo stars
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Build Emergency Fund · ferroxlabs bundle
Step-by-step emergency fund building workflow from financial assessment and budgeting through savings automation, milestone tracking, and insurance optimization for complete financial resilience against life's unexpected events. Use when the user wants to build emergency fund 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 Personal Brand · ferroxlabs bundle
Guides the user through building a professional personal brand from strategy definition through audience growth, chaining 5 atomic skills across career-development and writing categories. Covers platform selection, content format, niche vs. broad positioning, and B2B vs. B2C audience targeting. Use when the user wants to build professional visibility, establish thought leadership, or grow an audience around their expertise. Do NOT use for launching a product-based business (use a business workflow), job searching (use land-new-job workflow), or building a creative portfolio (use launch-art-portfolio workflow).

37 repo stars
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Car Mechanic Advisor · ferroxlabs bundle
Car troubleshooting guide covering dashboard warning light decoding, common sounds and their meanings, basic diagnostic steps, DIY fixes like battery jump-starts and tire changes, maintenance schedules, when to see a mechanic, and repair cost estimation. Use when the user asks about car mechanic advisor, or needs help with car troubleshooting guide covering dashboard warning light decoding, common sounds and their meanings, basic diagnostic steps, diy fixes like battery jump-starts and tire changes, maintenance schedules, when to see a mechanic, and repair cost estimation. Do NOT use when the request requires professional specialized advice or falls outside the scope of car mechanic advisor.

37 repo stars
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Career Pivot Roadmap · ferroxlabs bundle
Builds a dated, milestone-based career pivot roadmap covering skill gap analysis, credential requirements, portfolio plan, networking targets, and timeline. Produces a complete action plan document with specific dates and measurable milestones. Use when the user wants to change careers, transition to a new field, plan a career switch, or build a roadmap for entering a different industry. Do NOT use for job search strategy within the same field (use job-search-strategy), resume rewriting for a career change (use career-change-resume), or skill learning plans for professional development without a career change (use skill-gap-analysis).

37 repo stars
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Chronic Pain Manager · ferroxlabs bundle
Supports chronic pain management with multimodal treatment approaches, symptom tracking methods, self-advocacy strategies, and quality-of-life optimization techniques. Use when the user asks about chronic pain manager, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of chronic pain manager or requires a different specialized skill.

37 repo stars
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Classic Car Restorer · ferroxlabs bundle
Guide to classic car restoration covering rust repair, engine basics, paint preparation, parts sourcing, project planning, and safety procedures for bringing vintage vehicles back to road-worthy or show condition. Use when the user asks about classic car restorer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of classic car restorer or requires a different specialized skill.

37 repo stars
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Classroom Technology · ferroxlabs bundle
Navigate LMS platforms, engagement tools, accessibility features, and hybrid teaching setups to integrate technology effectively into educational environments. Use when the user asks about classroom technology, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of classroom technology or requires a different specialized skill.

37 repo stars
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Cloud Cost Optimizer · ferroxlabs bundle
Expert guide for FinOps practices and cloud cost optimization including right-sizing, reserved instances, spot instances, savings plans, budget alerting, cost allocation, and building a cost-aware engineering culture. Use when the user asks about cloud cost optimizer, cloud cost optimizer best practices, or needs guidance on cloud cost optimizer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Cockroachdb Engineer · ferroxlabs bundle
CockroachDB distributed SQL expert covering multi-region deployment, survivability goals, schema design for distributed systems, online schema changes, transaction contention management, follower reads, locality-optimized partitioning, and operational best practices for globally distributed SQL databases. Use when the user asks about cockroachdb engineer, cockroachdb engineer best practices, or needs guidance on cockroachdb 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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Code Review Patterns · ferroxlabs bundle
Guides expert-level code review patterns implementation: clean-code and best-practices decision frameworks, production-ready patterns, and concrete templates for code review patterns workflows. Use when the user asks about code review patterns, code review patterns configuration, or clean-code best practices for code 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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Code Smell Detection · ferroxlabs bundle
Guides expert-level code smell detection implementation: clean-code and refactoring decision frameworks, production-ready patterns, and concrete templates for code smell detection workflows. Use when the user asks about code smell detection, code smell detection configuration, or clean-code best practices for code 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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Color Palette Design · ferroxlabs bundle
Produces a complete color palette with primary, secondary, and neutral colors including hex codes, tint/shade scales, semantic color assignments, and WCAG contrast verification. Use when the user asks to create a color palette, choose brand colors, define color tokens, check color contrast for accessibility, or build a color system. Do NOT use for full design system tokens (use design-system-foundations), typography choices (use typography-system), or full brand identity (use brand-identity-brief).

37 repo stars
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Conference Organizer · ferroxlabs bundle
Complete guide to organizing conferences and large events covering venue selection, speaker management, agenda design, sponsorship acquisition, registration systems, A/V requirements, volunteer coordination, post-event follow-up, and budget management. Use when the user asks about conference organizer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Conventional Commits · ferroxlabs bundle
Guides expert-level conventional commits implementation: version-control and best-practices decision frameworks, production-ready patterns, and concrete templates for conventional commits workflows. Use when the user asks about conventional commits, conventional commits configuration, or version-control best practices for conventional 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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Correlation Analysis · ferroxlabs bundle
Produces a correlation analysis between specified variables. Computes and interprets correlation coefficients, explains the strength and direction of relationships, distinguishes correlation from causation, and identifies potential confounding variables. Use when the user wants to understand whether two or more variables move together and how strongly they are related. Do NOT use for predicting one variable from another (use regression-guide), testing whether a difference is significant (use hypothesis-testing), or building dashboards (use dashboard-design).

37 repo stars

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