FerroxLabs

@ferroxlabs source repo

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

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Interior Designer · ferroxlabs bundle
Interior design advisor covering room layout principles, color theory, furniture arrangement, lighting design, style identification, budget decorating, small space optimization, and room-by-room design guidance. Use when the user asks about interior designer, or needs help with interior design advisor covering room layout principles, color theory, furniture arrangement, lighting design, style identification, budget decorating, small space optimization, and room-by-room design guidance. Do NOT use when the request requires professional specialized advice or falls outside the scope of interior designer.

37 repo stars
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Inventory Manager · ferroxlabs bundle
Complete inventory management system covering stock tracking methods, reorder point calculations, demand forecasting, ABC analysis, supplier relationship management, warehouse organization, inventory management software selection, shrinkage control, and just-in-time vs safety stock strategies. Use when the user asks about inventory manager or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Javascript Idioms · ferroxlabs bundle
Teaches expert-level modern JavaScript idiomatic patterns: optional chaining, nullish coalescing, destructuring, iterators and generators, Proxy and Reflect, WeakRef, and structured clone. Focuses on patterns that leverage ES2022+ features. Use when the user asks about modern JavaScript patterns, optional chaining, nullish coalescing, destructuring, iterators, generators, Proxy, or idiomatic JS code. Do NOT use when the user asks about TypeScript types (use `typescript-type-patterns`), Node.js setup (use `nodejs-project-setup`), or testing (use `javascript-testing-patterns`).

37 repo stars
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Kpi Visualization · ferroxlabs bundle
Designs the visualization layer for KPIs by selecting the display format (scorecard, gauge, sparkline, trend line), specifying target lines, threshold colors, and period-over-period comparison formats. Produces a complete visual specification for each KPI. Use when the user needs to display KPI metrics in a dashboard, report, or presentation with clear status indicators and context. Do NOT use for defining which KPIs to track (use kpi-definition), designing full dashboard layouts (use dashboard-design), or choosing chart types for non-KPI data (use chart-type-selector).

37 repo stars
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Launch Food Truck · ferroxlabs bundle
Complete food truck business launch workflow from operations planning and business structure through menu development, pricing strategy, social media marketing, and financial management for aspiring mobile food entrepreneurs. Use when the user wants to launch food truck 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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Launch Newsletter · ferroxlabs bundle
Guides the user through launching an email newsletter from audience research and content strategy through writing, subject line optimization, scheduling, and growth planning. Use when the user wants to start a newsletter from scratch, needs a structured launch process covering strategy through first issues, or wants to build a subscriber base with a systematic content and growth plan. Do NOT use for writing a single newsletter issue (use newsletter-writing), for optimizing existing subject lines (use newsletter-subject-lines), or for managing an established newsletter's editorial calendar (use create-content-calendar).

37 repo stars
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Layer2 Specialist · ferroxlabs bundle
Ethereum Layer 2 scaling expertise covering optimistic rollups, ZK rollups, validiums, rollup architecture, bridge mechanics, L2 selection criteria, cost analysis, security assumptions, data availability, interoperability, and migration strategies for building and deploying on Layer 2 networks. Use when the user asks about layer2 specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of layer2 specialist or requires a different specialized skill.

37 repo stars
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Layout Principles · ferroxlabs bundle
Produces layout analysis and recommendations using grid alignment, visual hierarchy rules, white space ratios, and focal point placement with specific measurements and ratios. Use when the user asks to improve a layout, apply layout principles, fix spacing issues, evaluate grid alignment, or optimize visual balance in a design. Do NOT use for wireframing from scratch (use wireframe-specification), responsive breakpoint design (use responsive-layout-design), or typography-specific issues (use typography-system).

37 repo stars
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Literature Review · ferroxlabs bundle
Writes thematic literature reviews that synthesize sources into argument-driven narratives rather than sequential summaries. Identifies patterns, gaps, and contradictions across existing research. Use when the user asks to write a literature review, survey existing research, synthesize sources, or map the scholarly landscape on a topic. Do NOT use for single-paper summaries, annotated bibliographies, or research paper structure (use research-paper-structure for full papers).

37 repo stars
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Literature Search · ferroxlabs bundle
Creates systematic literature search strategies with database selection, keyword combinations, Boolean operators, and inclusion/exclusion criteria for learners conducting academic research. Produces a complete search protocol -- not advice on why literature reviews matter. Use when a learner asks to search for academic sources, find research papers, create a literature search strategy, or build a systematic review protocol. Do NOT use for evaluating source credibility (use `source-evaluation`), for writing the literature review itself (use writing category skills), or for citation formatting (use `citation-management`).

37 repo stars
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Logging Architect · ferroxlabs bundle
Logging strategy designer covering structured logging, log levels, correlation IDs, distributed tracing, log aggregation, PII handling, retention policies, alerting, and observability stack setup. Use when the user asks about logging architect, logging architect best practices, or needs guidance on logging 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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Logo Design Brief · ferroxlabs bundle
Produces a logo design brief with symbol direction options, style adjectives, color constraints, usage contexts, size requirements, and variant specifications. Use when the user asks to create a logo brief, define logo requirements, explore logo direction options, or prepare specifications for a logo designer. Do NOT use for full brand identity (use brand-identity-brief), color palette creation (use color-palette-design), or icon set design (use icon-design-guide).

37 repo stars
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Long Form Article · ferroxlabs bundle
Writes in-depth articles of 1500-3000 words with research integration, expert source frameworks, narrative flow, and comprehensive topic coverage. Use when the user wants a deep-dive article, feature-length content, or a comprehensive guide that goes beyond standard blog post depth. Do NOT use for standard 800-word blog posts (use `blog-post-writing`), SEO-focused posts (use `seo-blog-post`), or white papers (use `white-paper-writing`).

37 repo stars
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Macro Calculation · ferroxlabs bundle
Teaches macronutrient calculation frameworks including Total Daily Energy Expenditure estimation, macro ratio allocation by goal (fat loss, maintenance, muscle gain), and adjustment protocols. Walks through the math step-by-step with example calculations and produces a personalized macro target breakdown. Use when the user asks about calculating macros, TDEE estimation, how many calories or grams of protein they need, or how to set macro targets for a fitness goal. Do NOT use for clinical nutrition therapy, eating disorder guidance, specific diet prescriptions, or supplement recommendations.

37 repo stars
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Metrics Framework · ferroxlabs bundle
Builds a product metrics hierarchy with north star metric, L1/L2 supporting metrics, guardrail metrics, and instrumentation guidance using product analytics methodology. Use when the user asks about product metrics, north star metrics, metrics frameworks, product analytics, KPI hierarchies, or measurement strategies. Do NOT use for financial KPIs (use financial-kpis), A/B test metrics (use ab-test-design), or marketing analytics (use marketing-analytics-report).

37 repo stars
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Mongodb Architect · ferroxlabs bundle
MongoDB architecture and design mastery covering document schema design, advanced indexing strategies, aggregation pipeline patterns, sharding architecture, replica sets, multi-document transactions, change streams, Atlas cloud features, performance profiling, schema validation, and embedding vs referencing trade-offs. Use when the user asks about mongodb architect, mongodb architect best practices, or needs guidance on mongodb 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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Move In Checklist · ferroxlabs bundle
Complete moving checklist with timelines - utility setup, address changes, essential purchases, packing strategy, and first-week tasks organized by priority. Use when the user asks about move in checklist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of move in checklist or requires a different specialized skill.

37 repo stars
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Music Theory Deep · ferroxlabs bundle
Deep music theory guidance covering extended harmony (9th, 11th, 13th chords), chord substitutions (tritone, chromatic, modal interchange), counterpoint, form analysis, orchestration basics, analytical methodology, ear training exercises, and the practical application of theory to composition and improvisation. Use when the user asks about music theory deep or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Newsletter Writer · ferroxlabs bundle
Technical newsletter creation expert covering newsletter structure, curated link formats, original commentary, subscriber growth, email deliverability, A/B testing subject lines, content sourcing, publication cadence, and monetization. Use when the user asks about newsletter writer, newsletter writer best practices, or needs guidance on newsletter 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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Nonprofit Starter · ferroxlabs bundle
Step-by-step guide to starting a nonprofit organization including mission development, 501(c)(3) application, bylaws, board formation, fiscal sponsorship, fundraising, and compliance. Use when the user asks about nonprofit starter 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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Nutrition Advisor · ferroxlabs bundle
Evidence-based nutrition planning assistant that calculates macronutrient needs, builds meal plans aligned with USDA MyPlate guidelines, and provides guidance on nutrition for specific goals including muscle gain, fat loss, and endurance performance. Use when the user asks about nutrition advisor, or needs help with evidence-based nutrition planning assistant that calculates macronutrient needs, builds meal plans aligned with usda myplate guidelines, and provides guidance on nutrition for specific goals including muscle gain, fat loss, and endurance performance. Do NOT use when the request requires professional medical advice or falls outside the scope of nutrition advisor.

37 repo stars
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One Pager Creator · ferroxlabs bundle
Create compelling one-page documents - executive summaries, project proposals, product pitches, and business cases with templates optimized for quick decision-making. Use when the user asks about one pager creator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of one pager creator or requires a different specialized skill.

37 repo stars
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Linux Admin · ferroxlabs bundle
Linux system administration. Process management, systemd services, user/group management, file permissions, disk management, networking (iptables, netplan), performance tuning (sysctl), log management, cron jobs, troubleshooting. Use when the user asks about linux admin, linux admin best practices, or needs guidance on linux admin 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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Load Tester · ferroxlabs bundle
Load and stress testing expertise covering k6, Locust, and JMeter patterns, test scenario design (smoke, load, stress, spike, soak), virtual user modeling, think time configuration, ramp patterns, performance thresholds, result analysis, bottleneck identification, and cloud load testing strategies. Use when the user asks about load tester, load tester best practices, or needs guidance on load 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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Math Solver · ferroxlabs bundle
Math problem solving and explanation skill providing step-by-step solutions, concept explanations from algebra through calculus and statistics, word problem strategies, visualization techniques, common mistake identification, and practice problem generation organized by topic and difficulty. Use when the user asks about math solver, or needs help with math problem solving and explanation skill providing step-by-step solutions, concept explanations from algebra through calculus and statistics, word problem strategies, visualization techniques, common mistake identification, and practice problem generation organized by topic and difficulty. Do NOT use when the request requires professional specialized advice or falls outside the scope of math solver.

37 repo stars
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Ml Pipeline · ferroxlabs bundle
ML pipeline design covering feature engineering, model training workflows, hyperparameter tuning, cross-validation, experiment tracking (MLflow, W&B), model versioning, data versioning (DVC), reproducibility, and pipeline orchestration. Use when the user asks about ml pipeline, ml pipeline best practices, or needs guidance on ml pipeline implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Mobile Cicd · ferroxlabs bundle
Expert mobile continuous integration and delivery covering Fastlane automation, code signing management, TestFlight and Google Play deployment pipelines, App Center distribution, automated testing in CI, build versioning strategies, environment configuration, and release management for iOS and Android apps. Use when the user asks about mobile cicd, mobile cicd best practices, or needs guidance on mobile cicd 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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Okr Setting · ferroxlabs bundle
Produces completed OKRs (Objectives and Key Results) with 3-5 objectives and 2-4 measurable key results each for a quarter or year. Use when the user asks to set OKRs, define team or company objectives, create quarterly goals, or structure measurable outcomes for strategic priorities. Do NOT use for personal goal setting (use goal-setting in productivity), project task breakdown (use project-management skills), or KPI definition without the OKR structure (use ops-metrics-dashboard).

37 repo stars
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Pet Groomer · ferroxlabs bundle
Pet grooming guide covering breed-specific grooming techniques, coat type identification, bathing protocols, nail trimming, ear cleaning, dental hygiene, tool selection, grooming schedules, mat removal, professional vs DIY grooming decisions, and grooming for anxious pets. Use when the user asks about pet groomer, or needs help with pet grooming guide covering breed-specific grooming techniques, coat type identification, bathing protocols, nail trimming, ear cleaning, dental hygiene, tool selection, grooming schedules, mat removal, professional vs diy grooming decisions, and grooming for anxious pets. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet groomer.

37 repo stars
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Pet Trainer · ferroxlabs bundle
Comprehensive pet training guide covering puppy and kitten training timelines, basic commands, house training methods, crate training, leash training, clicker training methodology, training session structure, common mistakes, advanced tricks, and addressing problem behaviors. Use when the user asks about pet trainer, or needs help with comprehensive pet training guide covering puppy and kitten training timelines, basic commands, house training methods, crate training, leash training, clicker training methodology, training session structure, common mistakes, advanced tricks, and addressing problem behaviors. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet trainer.

37 repo stars
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Pip Writing · ferroxlabs bundle
Writes performance improvement plans with specific behavioral expectations, measurable goals, support resources, evaluation timeline, and consequences for HR-compliant performance management. Use when the user needs to document a performance improvement plan for an underperforming employee. Do NOT use for general feedback (use `professional-email`), rejection letters (use `rejection-letter`), or conflict resolution (use `conflict-resolution-email`).

37 repo stars
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Pl Analysis · ferroxlabs bundle
Performs profit and loss (P&L) statement analysis including variance analysis, trend identification, margin analysis, and actionable recommendations. Use when the user asks about P&L analysis, income statement review, profit margin analysis, variance analysis, or financial performance review. Do NOT use for building a financial model from scratch (use financial-model-structure), personal budget review (use budget-planning), or tax preparation.

37 repo stars
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Prd Writing · ferroxlabs bundle
Creates product requirements documents (PRDs) with problem statement, user stories, acceptance criteria, out-of-scope definition, and success metrics using standard PRD format. Use when the user asks about PRDs, product requirements, feature requirements, writing requirements documents, or product specifications. Do NOT use for technical specifications (use technical-specification), user story writing alone (use user-story-writing), or feature specs (use feature-spec).

37 repo stars
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Pwa Builder · ferroxlabs bundle
Progressive Web App expertise covering service worker lifecycle, caching strategies, manifest configuration, offline patterns, push notifications, install prompts, and background sync. Use when the user asks about pwa builder, pwa builder best practices, or needs guidance on pwa 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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QA Engineer · ferroxlabs bundle
Becomes a senior QA engineer who designs comprehensive test strategies, writes automated tests, and builds quality assurance processes for software projects. Use when the user needs test plans, test case design, automated test suites, coverage analysis, or regression testing strategies. Do NOT use when writing production application code, designing system architecture, or performing security-focused audits.

37 repo stars
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Retail Shop · ferroxlabs bundle
Complete operations guide for independent retail store owners covering merchandising strategy, POS setup, inventory management, visual display, customer experience, seasonal planning, loyalty programs, and e-commerce integration. Use when the user asks about retail shop 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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Sales Coach · ferroxlabs bundle
Sales methodology mastery covering SPIN selling, Challenger Sale, consultative selling, sales funnel management, cold outreach templates, objection handling, discovery call frameworks, proposal writing, closing techniques, CRM best practices, and pipeline management. Use when the user asks about sales coach 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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Salon Owner · ferroxlabs bundle
Complete operations guide for salon and barbershop owners covering booking systems, inventory management, staff commission structures, client retention, retail product sales, social media marketing, review management, and expansion planning. Use when the user asks about salon owner 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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SEO Advisor · ferroxlabs bundle
Comprehensive SEO strategy including keyword research, on-page optimization, technical SEO auditing, content strategy, link building, local SEO, Core Web Vitals, schema markup, and monthly SEO workflow planning. Use when the user asks about seo advisor 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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Soc Analyst · ferroxlabs bundle
Security operations center expertise covering SIEM query writing, alert triage workflows, incident investigation procedures, IOC analysis, threat hunting techniques, playbook design, log analysis patterns, Splunk and Elastic SIEM queries, alert fatigue reduction, escalation procedures, and shift handoff practices. Use when the user asks about soc analyst, soc analyst best practices, or needs guidance on soc analyst 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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Sop Writing · ferroxlabs bundle
Creates standard operating procedures with step-by-step instructions, decision points, safety notes, and verification checks for repeatable processes. Use when the user needs to document a process, create a procedure manual, or write operational instructions. Do NOT use for how-to guides aimed at external audiences (use `how-to-guide`), project proposals (use `project-proposal`), or technical documentation (use a technical writing skill).

37 repo stars
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Story Pitch · ferroxlabs bundle
Creates compelling story pitches for novels, screenplays, TV series, and short fiction including loglines, synopses, comp titles, and query letter components. Use when the user asks to pitch a story, write a logline, create a query letter, draft a book synopsis, or prepare a pitch package for agents or producers. Do NOT use for business pitches or investor decks (use business pitch skills), full plot outlines (use plot-outline), or writing the actual story (use short-story-writing).

37 repo stars
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UI Designer · ferroxlabs bundle
Comprehensive UI design guidance covering design principles (hierarchy, whitespace, consistency), Figma workflow, design systems and component libraries, responsive design, accessibility, developer handoff, and building a portfolio with compelling case studies. Use when the user asks about ui 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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Vue Builder · ferroxlabs bundle
Expert Vue.js development covering Composition API patterns, Pinia state management, Vue Router, composables design, Nuxt.js integration, reactivity internals, and advanced component patterns. Use when the user asks about vue builder, vue builder best practices, or needs guidance on vue 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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Web Scraper · ferroxlabs bundle
Web scraping expertise covering HTTP client selection, HTML parsing with BeautifulSoup and Cheerio, browser automation with Playwright and Puppeteer, rate limiting, robots.txt compliance, session and cookie handling, anti-detection techniques, data extraction patterns, pagination handling, and legal considerations. Use when the user asks about web scraper, web scraper best practices, or needs guidance on web scraper 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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Acting Coach · ferroxlabs bundle
Expert acting coaching covering method acting, Meisner technique, audition preparation, monologue selection, and character development for performers at all levels Use when the user asks about acting coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of acting coach or requires a different specialized skill.

37 repo stars
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API Designer · ferroxlabs bundle
REST and GraphQL API design expertise covering REST maturity model, resource naming, pagination patterns, filtering and sorting, HATEOAS, versioning strategies, error response formats, rate limiting headers, and OpenAPI specification. Use when the user asks about api designer, api designer best practices, or needs guidance on api 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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Art For Kids · ferroxlabs bundle
Comprehensive guide to nurturing creativity in children through age-appropriate art projects and techniques, material recommendations by age, understanding process art versus product art, building creative confidence, displaying children's artwork, teaching art concepts (color, line, shape, texture), and exploring famous artists for inspiration. Use when the user asks about art for kids 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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AWS Patterns · ferroxlabs bundle
Guides expert-level aws architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for aws patterns workflows. Use when the user asks about aws architecture patterns, aws patterns configuration, or cloud best practices for aws 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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Book Summary · ferroxlabs bundle
Creates analytical book summaries with key ideas, core arguments, notable quotes, and application notes for learners. Produces a structured reading summary that captures the book's contribution -- not a book report or review. Use when a learner asks to summarize a book, extract key ideas from a reading, create reading notes, or synthesize a book's main arguments. Do NOT use for academic literature reviews (use `literature-search`), for note taking during reading (use `cornell-notes`), or for annotated bibliographies (use `annotated-bibliography`).

37 repo stars
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Career Pivot · ferroxlabs bundle
Comprehensive career transition workflow from strategic planning and self-assessment through resume optimization, LinkedIn profile overhaul, interview preparation, and salary negotiation for professionals changing careers or industries. Use when the user wants to career pivot 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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Cto Playbook · ferroxlabs bundle
Chief Technology Officer leadership guidance covering architecture decision-making, technology strategy, team scaling, vendor evaluation, build vs. buy decisions, engineering culture, board communication, security posture, platform reliability, and CTO role evolution from startup to scale. Includes decision frameworks, organizational design templates, and technology roadmap planning. Use when the user asks about cto playbook, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cto playbook or requires a different specialized skill.

37 repo stars
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Data Analyst · ferroxlabs bundle
Becomes a senior data analyst who transforms raw data into actionable insights through rigorous methodology, clear visualization recommendations, and compelling data narratives. Use when the user needs data exploration, cohort analysis, trend identification, statistical summaries, or data storytelling. Use for building dashboards, writing analysis reports, or selecting chart types. Do NOT use when the user needs data engineering pipelines, ML model training, or production database administration.

37 repo stars
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Data Modeler · ferroxlabs bundle
Expert data modeling covering star schema, snowflake schema, Data Vault 2.0, dimensional modeling, slowly changing dimensions, bridge tables, fact table types, conformed dimensions, ERD creation, and modeling tool usage for building enterprise-grade analytical and operational data models. Use when the user asks about data modeler, data modeler best practices, or needs guidance on data modeler 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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Date Planner · ferroxlabs bundle
Date idea generator with suggestions by budget, season, interest, and energy level, including at-home date nights, adventure dates, long-distance ideas, anniversary plans, first date suggestions, group date ideas, and surprise planning. Use when the user asks about date planner, or needs help with date idea generator with suggestions by budget, season, interest, and energy level, including at-home date nights, adventure dates, long-distance ideas, anniversary plans, first date suggestions, group date ideas, and surprise planning. Do NOT use when the request requires professional specialized advice or falls outside the scope of date planner.

37 repo stars
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Dbt Engineer · ferroxlabs bundle
Deep expertise in dbt (data build tool) covering model design, testing strategies, documentation, materialization selection, custom macros, incremental patterns, package management, CI/CD integration, and performance optimization for building reliable, maintainable transformation layers in modern data stacks. Use when the user asks about dbt engineer, dbt engineer best practices, or needs guidance on dbt 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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Debate Coach · ferroxlabs bundle
Expert debate preparation and coaching covering argument construction (claim-evidence-warrant), major debate formats (Lincoln-Douglas, Parliamentary, Policy), rebuttal strategies, cross-examination techniques, logical fallacy identification, research methodology, flowing (note-taking), and judging criteria. Use when the user asks about debate coach 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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Empty Nester · ferroxlabs bundle
Life transition guide for when children leave home, covering relationship renewal, identity rediscovery, home downsizing considerations, pursuing new interests, supporting adult children appropriately, financial reassessment, and social circle rebuilding. Use when the user asks about empty nester 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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First Budget · ferroxlabs bundle
Creates a first-time budget for students, new graduates, or anyone who has never budgeted before. Starts from zero with income verification and essential expense mapping, uses simplified categories, and builds a minimal viable budget the user can maintain without financial experience. Use when the user is creating their very first budget, has no prior budgeting experience, is a student or new earner, or asks "how do I start budgeting?" Do NOT use for experienced budgeters wanting a method upgrade (use budget-planning, zero-based-budget, or fifty-thirty-twenty-budget), debt management, or investment planning.

37 repo stars
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GCP Patterns · ferroxlabs bundle
Guides expert-level gcp architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for gcp patterns workflows. Use when the user asks about gcp architecture patterns, gcp patterns configuration, or cloud best practices for gcp 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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Git Workflow · ferroxlabs bundle
Git workflow expert covering branching strategies, commit conventions, interactive rebase, merge vs rebase, conflict resolution, git bisect, hooks, monorepo strategies, and CI integration. Use when the user asks about git workflow, git workflow best practices, or needs guidance on git workflow 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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Grant Writer · ferroxlabs bundle
Professional grant writing guide covering prospect research, letters of inquiry, full proposal development, budget construction, evaluation plans, compliance requirements, and post-award management for successful funding acquisition. Use when the user asks about grant writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of grant writer or requires a different specialized skill.

37 repo stars
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Gtd Workflow · ferroxlabs bundle
Implements the complete Getting Things Done (GTD) workflow: capture, clarify, organize, reflect, engage. Produces a deployable system specification with tools for each phase, collection triggers, and a weekly review checklist. Use when the user asks about GTD, Getting Things Done, building a personal productivity system, or implementing David Allen's methodology. Do NOT use for simple task capture only (use task-capture-system), daily planning (use daily-planning), or team project management (use business project-management skills).

37 repo stars
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How To Guide · ferroxlabs bundle
Writes step-by-step instructional guides with prerequisites, numbered procedures, tips, and troubleshooting sections. Use when the user wants to create a tutorial, how-to article, instructional post, or step-by-step guide for completing a task. Do NOT use for general blog posts (use `blog-post-writing`), listicles (use `listicle-writing`), or technical API documentation (use `api-documentation`).

37 repo stars
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Injury Rehab · ferroxlabs bundle
Comprehensive injury prevention and recovery resource covering RICE protocol, common sports injuries by activity, rehabilitation exercises, stretching programs, foam rolling techniques, recovery nutrition, and return-to-activity criteria. Use when the user asks about injury rehab, or needs help with comprehensive injury prevention and recovery resource covering rice protocol, common sports injuries by activity, rehabilitation exercises, stretching programs, foam rolling techniques, recovery nutrition, and return-to-activity criteria. Do NOT use when the request requires professional medical advice or falls outside the scope of injury rehab.

37 repo stars
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Knife Making · ferroxlabs bundle
Comprehensive knife making guide covering stock removal and forging methods, steel selection including 1084, O1, and 80CrV2, heat treatment processes, grinding bevels, handle materials and construction, sheath making, finishing techniques, and safety practices. Use when the user asks about knife making 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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Knife Skills · ferroxlabs bundle
Teaches fundamental kitchen knife techniques including grip, cutting methods (chop, dice, julienne, mince, chiffonade), sharpening basics, and safety rules. Provides step-by-step instructions for each cut with dimensions, speed guidance, and practice sequences. Use when the user asks about knife techniques, how to cut vegetables properly, knife safety, or improving their cutting speed and consistency. Do NOT use for professional culinary training, knife purchasing recommendations, or food preparation beyond cutting technique.

37 repo stars
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Land New Job · ferroxlabs bundle
Guides the user through a complete job search process from resume optimization through offer evaluation, chaining 7 atomic skills in sequence with decision points for employment status, industry, and timeline pressure. Use when the user wants to find and land a new job, conduct a structured job search, or navigate the full application-to-offer pipeline. Do NOT use for career pivots to a completely new field (use switch-careers workflow), freelancing (use start-freelancing workflow), or internal promotions (use negotiate-raise workflow).

37 repo stars
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Leathercraft · ferroxlabs bundle
Comprehensive leatherworking guide covering starter tool kits, leather types and grades, cutting techniques, hand stitching with the saddle stitch method, hardware installation, dyeing and finishing processes, pattern making, and project progression from beginner to advanced. Use when the user asks about leathercraft 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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Meal Planner · ferroxlabs bundle
Comprehensive weekly meal planning system with batch cooking strategies, meal prep scheduling, balanced meal composition, family-size scaling, leftover incorporation, seasonal ingredient planning, and automated shopping list generation. Designed to save time, reduce food waste, and support nutritional goals. Use when the user asks about meal planner, or needs help with comprehensive weekly meal planning system with batch cooking strategies, meal prep scheduling, balanced meal composition, family-size scaling, leftover incorporation, seasonal ingredient planning, and automated shopping list generation. Do NOT use when the request requires professional specialized advice or falls outside the scope of meal planner.

37 repo stars
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Nlp Engineer · ferroxlabs bundle
NLP processing covering tokenization, named entity recognition, sentiment analysis, text classification, summarization, topic modeling, language detection, text preprocessing, transformer architecture, and Hugging Face pipeline usage. Use when the user asks about nlp engineer, nlp engineer best practices, or needs guidance on nlp 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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Offer Letter · ferroxlabs bundle
Creates a structured job offer letter with role details, compensation package, start date, conditions of employment, and expiration date in a professional format. Use when the user asks about writing an offer letter, job offer, employment offer, or extending an offer to a candidate. Do NOT use for rejection letters (use rejection-letter), job descriptions (use job-description), or employment contracts which require legal review.

37 repo stars
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Paint A Room · ferroxlabs bundle
Guides the user through painting a room from surface preparation through final cleanup, with time estimates per step, material calculations, and technique instructions for cutting in, rolling, and finish coats. Use when the user asks about painting a room, choosing paint finishes, how much paint to buy, wall painting technique, or how long it takes to paint a room. Do NOT use for exterior painting, painting furniture or cabinets, decorative techniques like murals or faux finishes, or choosing wall colors for design purposes (use interior-design-principles instead).

37 repo stars
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Pcb Designer · ferroxlabs bundle
Guides PCB design workflow including KiCad schematic capture, board layout, design rules, fabrication preparation, and component selection Use when the user asks about pcb designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pcb designer or requires a different specialized skill.

37 repo stars
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Piano Player · ferroxlabs bundle
Piano and keyboard instruction covering technique, sight reading, improvisation, repertoire building, music theory at the keyboard, and structured practice methods. Use when the user asks about piano player, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of piano player or requires a different specialized skill.

37 repo stars
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Plot Outline · ferroxlabs bundle
Creates structured plot outlines for novels, novellas, screenplays, and serialized fiction using established story architecture frameworks. Maps narrative arcs, turning points, and character trajectories. Use when the user asks to outline a story, plan a novel, structure a plot, or map a narrative arc. Do NOT use for writing scenes (use scene-writing), writing complete short stories (use short-story-writing), or developing characters without plot context (use character-development).

37 repo stars
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QA Checklist · ferroxlabs bundle
Produces a quality assurance checklist for a defined workflow or process with inspection points, pass/fail criteria, and corrective action procedures using QA methodology. Use when the user asks to create a QA checklist, build quality control checks for a process, design an inspection checklist, write acceptance criteria for deliverables, or establish quality gates for a workflow. Do NOT use for software testing plans (use software development skills), failure mode analysis (use failure-mode-analysis), or risk assessment (use risk-assessment).

37 repo stars
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Rate Limiter · ferroxlabs bundle
Rate limiting design expertise covering token bucket, sliding window, fixed window, leaky bucket algorithms, distributed rate limiting, per-user/per-IP/per-API-key limits, response headers, retry-after, and graceful degradation. Use when the user asks about rate limiter, rate limiter best practices, or needs guidance on rate limiter 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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Regex Master · ferroxlabs bundle
Regular expression expert covering syntax reference, common patterns, performance optimization, lookaround assertions, named groups, language-specific flavors, and testing strategies. Use when the user asks about regex master, regex master best practices, or needs guidance on regex master 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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Rfp Response · ferroxlabs bundle
Writes structured responses to Requests for Proposal (RFPs) with compliant formatting, clear capability statements, pricing structures, and persuasive differentiation for competitive procurement processes. Use when the user needs to respond to an RFP, RFI, or RFQ. Do NOT use for unsolicited business proposals (use `business-proposal`), internal project proposals (use `project-proposal`), or grant proposals (use `grant-proposal-writing`).

37 repo stars
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Speechwriter · ferroxlabs bundle
Professional speechwriting guide covering speech structure, rhetorical devices, audience analysis, delivery notes, occasion-specific approaches, and revision techniques for creating memorable and effective spoken presentations. Use when the user asks about speechwriter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of speechwriter or requires a different specialized skill.

37 repo stars
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Ssl Engineer · ferroxlabs bundle
SSL/TLS management. Certificate lifecycle, Let's Encrypt automation, certificate chains, cipher suite configuration, HSTS, certificate pinning, mutual TLS, wildcard vs SAN certs, OCSP stapling, renewal automation. Use when the user asks about ssl engineer, ssl engineer best practices, or needs guidance on ssl 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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Story Writer · ferroxlabs bundle
Fiction writing coach covering story structure, character development, dialogue, worldbuilding, genre conventions, and revision strategies to help writers craft compelling narratives from first draft to polished manuscript. Use when the user asks about story writer, or needs help with fiction writing coach covering story structure, character development, dialogue, worldbuilding, genre conventions, and revision strategies to help writers craft compelling narratives from first draft to polished manuscript. Do NOT use when the request requires professional specialized advice or falls outside the scope of story writer.

37 repo stars
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Tdd Workflow · ferroxlabs bundle
Guides expert-level tdd workflow implementation: tdd and clean-code decision frameworks, production-ready patterns, and concrete templates for tdd workflow workflows. Use when the user asks about tdd workflow, tdd workflow configuration, or tdd best practices for tdd 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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Trip Planner · ferroxlabs bundle
Complete trip itinerary creation guide covering destination research, day-by-day planning, transportation logistics, accommodation selection, booking timing optimization, budget allocation, must-see vs hidden gems balance, and itinerary templates for weekend, week, and two-week trips. Use when the user asks about trip planner, or needs help with complete trip itinerary creation guide covering destination research, day-by-day planning, transportation logistics, accommodation selection, booking timing optimization, budget allocation, must-see vs hidden gems balance, and itinerary templates for weekend, week, and two-week trips. Do NOT use when the request requires professional specialized advice or falls outside the scope of trip planner.

37 repo stars
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UX For Games · ferroxlabs bundle
Game UX design covering UI patterns and HUD design, menu systems, onboarding and tutorial flows, accessibility standards, player feedback systems, input design, information hierarchy, playtesting for UX, and the unique challenges of designing interfaces for interactive entertainment. Use when the user asks about ux for games 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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Vlog Creator · ferroxlabs bundle
Complete vlogging guidance from concept to growth. Covers daily and weekly content structures, talking head setups, B-roll shooting techniques, travel vlog methods, editing style development, thumbnail and title optimization, audience building strategies, and sustainable content creation practices. Use when the user asks about vlog creator 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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Webinar Host · ferroxlabs bundle
Complete webinar production covering planning, presentation design, audience engagement through polls and Q&A, tech setup with Zoom and StreamYard, follow-up email sequences, conversion optimization, and replay strategy for maximum impact. Use when the user asks about webinar host 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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Wine Pairing · ferroxlabs bundle
Comprehensive beverage pairing guide covering wine varietals and food matching rules, beer style profiles, cocktail basics, non-alcoholic alternatives, cheese pairing principles, dessert pairing, and entertaining beverage planning. Designed for both casual meals and hosted events. Use when the user asks about wine pairing, or needs help with comprehensive beverage pairing guide covering wine varietals and food matching rules, beer style profiles, cocktail basics, non-alcoholic alternatives, cheese pairing principles, dessert pairing, and entertaining beverage planning. Do NOT use when the request requires professional specialized advice or falls outside the scope of wine pairing.

37 repo stars
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Annual Review · ferroxlabs bundle
Runs a structured annual review including achievement audit, theme identification, lesson extraction, and 12-month forward projection. Use when the user wants to reflect on the past year, identify patterns in their accomplishments and failures, extract lessons learned, or plan the year ahead. Do NOT use for business annual reviews or performance evaluations (use business HR skills), quarterly planning (use `quarterly-planning`), or single-goal assessment (use `smart-goal-builder` instead).

37 repo stars
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Ansoff Matrix · ferroxlabs bundle
Produces a completed Ansoff growth-share matrix analysis with growth strategy selection, risk assessment, and implementation recommendations. Use when the user asks to evaluate growth strategies, decide between market penetration, market development, product development, or diversification, or plan growth direction for a business. Do NOT use for product portfolio evaluation (use bcg-matrix), competitive landscape analysis (use competitive-analysis), or full go-to-market planning (use go-to-market-strategy).

37 repo stars
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Arduino Maker · ferroxlabs bundle
Guide to Arduino microcontroller projects from first blink to advanced builds, covering board selection, circuit design, programming fundamentals, and progressive project ideas. Use when the user asks about arduino maker 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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Auth Engineer · ferroxlabs bundle
Authentication and authorization engineering expertise covering JWT architecture, OAuth 2.0/OIDC flows, session management, RBAC/ABAC, MFA implementation, API key management, token refresh, PKCE flow, and SSO integration. Use when the user asks about auth engineer, auth engineer best practices, or needs guidance on auth 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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AWS Architect · ferroxlabs bundle
AWS architecture. Well-Architected Framework pillars, VPC design, IAM best practices, Lambda/ECS/EKS selection, RDS/DynamoDB selection, S3 patterns, CloudFront CDN, EventBridge, cost optimization, multi-account strategy. Use when the user asks about aws architect, aws architect best practices, or needs guidance on aws 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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Bbq Pitmaster · ferroxlabs bundle
Master the art of barbecue with guidance on smoker types including offset, kamado, pellet, and kettle, wood selection and flavor profiles, meat selection and preparation, rubs and marinades, temperature management, smoking times by cut, sauce recipes, and competition BBQ fundamentals. Use when the user asks about bbq pitmaster, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of bbq pitmaster or requires a different specialized skill.

37 repo stars
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Book Outliner · ferroxlabs bundle
Multiple outlining methodologies for fiction and non-fiction, covering progressive expansion, beat sheets, scene-sequel, tentpole, mind map, and zero draft approaches, with a decision tree for matching method to writer type. Use when the user asks about book outliner 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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Brain Fitness · ferroxlabs bundle
Cognitive wellness guide covering cognitive exercises, memory techniques including method of loci and spaced repetition, lifelong learning strategies, brain-healthy nutrition, social engagement for cognition, technology adoption, and puzzle and game recommendations. Use when the user asks about brain fitness, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of brain fitness or requires a different specialized skill.

37 repo stars
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Budget Travel · ferroxlabs bundle
Budget travel guide covering flight booking strategies and timing, accommodation alternatives like hostels, house-sitting, and Couchsurfing, free activity finding, food budget tips, travel credit card optimization, shoulder season travel, and cost comparison by destination. Use when the user asks about budget travel, or needs help with budget travel guide covering flight booking strategies and timing, accommodation alternatives like hostels, house-sitting, and couchsurfing, free activity finding, food budget tips, travel credit card optimization, shoulder season travel, and cost comparison by destination. Do NOT use when the request requires professional specialized advice or falls outside the scope of budget travel.

37 repo stars
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Business Memo · ferroxlabs bundle
Writes internal business memos with clear purpose statements, structured arguments, and specific action requests for organizational communication. Use when the user needs to communicate a decision, policy change, recommendation, or announcement to internal audiences. Do NOT use for external business letters (use `business-letter`), meeting notes (use `meeting-notes`), or status updates (use `status-update`).

37 repo stars
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Car Detailing · ferroxlabs bundle
Interior/exterior detailing techniques, paint correction, ceramic coating, product selection, and professional-grade results for vehicle care. Use when the user asks about car detailing, or needs help with interior/exterior detailing techniques, paint correction, ceramic coating, product selection, and professional-grade results for vehicle care. Do NOT use when the request requires professional specialized advice or falls outside the scope of car detailing.

37 repo stars

4,845 published skills · page 47 of 49