FerroxLabs

@ferroxlabs source repo

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

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Contractor Evaluation · ferroxlabs bundle
Provides a structured framework for evaluating and selecting home service contractors including roofers, plumbers, electricians, HVAC technicians, and general contractors. Covers vetting criteria, bid comparison, red flags, contract essentials, and payment structures. Use when the user needs to hire a contractor for home work, wants to compare bids, or needs to know what questions to ask before signing a contract. Do NOT use for DIY repair guidance (use specific maintenance skills), commercial construction bidding, or contractor licensing requirements by state.

37 repo stars
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Conversation Practice · ferroxlabs bundle
Creates guided conversation practice with prompts, scaffolding, and feedback for language learners using the communicative approach. Produces a structured conversation exercise the learner can practice with the AI. Use when a learner asks to practice conversation in a target language, do speaking exercises, practice dialogue, or improve conversational fluency. Do NOT use for grammar instruction (use `grammar-practice`), for vocabulary building (use `vocabulary-building`), or for translation exercises (use `translation-practice`).

37 repo stars
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Copy Lens Positioning · ferroxlabs bundle
**Lens mode.** Source authority: Justin Welsh's solopreneur-authority playbook — narrow audience, named belief shift, credentialed perspective without credentialism.

37 repo stars
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Craft Project Planner · ferroxlabs bundle
Craft and DIY project planning guide covering project selection by skill level, materials sourcing, knitting and crochet basics, woodworking, paper crafts, sewing, upcycling ideas, cost estimation, skill progression, and seasonal project inspiration. Use when the user asks about craft project planner, or needs help with craft and diy project planning guide covering project selection by skill level, materials sourcing, knitting and crochet basics, woodworking, paper crafts, sewing, upcycling ideas, cost estimation, skill progression, and seasonal project inspiration. Do NOT use when the request requires professional specialized advice or falls outside the scope of craft project planner.

37 repo stars
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Cross Chain Developer · ferroxlabs bundle
Cross-chain development expertise covering bridge architectures (lock-and-mint, burn-and-mint, liquidity networks), interoperability protocols (LayerZero, Chainlink CCIP, Axelar, Wormhole), chain abstraction patterns, multi-chain deployment strategies, and security considerations for cross-chain applications. Use when the user asks about cross chain developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cross chain developer or requires a different specialized skill.

37 repo stars
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Crypto Defi Navigator · ferroxlabs bundle
Cryptocurrency and DeFi expertise covering liquidity pool mechanics, yield farming strategies, protocol risk analysis, impermanent loss calculation, smart contract risk assessment, portfolio risk management, tax implications of DeFi activities, and frameworks for evaluating DeFi protocols and opportunities. Use when the user asks about crypto defi navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of crypto defi navigator or requires a different specialized skill.

37 repo stars
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Csharp Async Patterns · ferroxlabs bundle
Guides expert-level C# async programming: async/await pitfalls, ValueTask vs Task decision tree, CancellationToken patterns, IAsyncEnumerable, and ConfigureAwait considerations. Use when the user asks about C# async, await, ValueTask, Task, CancellationToken, IAsyncEnumerable, ConfigureAwait, async patterns. Do NOT use when the user asks about C# modern idioms (use `csharp-modern-idioms`), C# performance (use `csharp-performance`), C# ASP.NET (use `csharp-aspnet-patterns`).

37 repo stars
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Cycling Route Planner · ferroxlabs bundle
Plans cycling routes for recreational riders with distance calculation, elevation profile interpretation, road vs. trail surface selection, gear checklists, and ride-day preparation sequences. Gathers the user's experience level, bike type, and goals to produce a structured ride plan. Use when the user asks about planning a bike ride, choosing a cycling route, interpreting elevation profiles, or preparing for a recreational cycling outing. Do NOT use for competitive race training or racing strategy, professional bike fitting, mountain biking technical skills progression, or cycling commute planning for daily transportation (use green-transportation-planner).

37 repo stars
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Data Quality Engineer · ferroxlabs bundle
Data quality engineering covering Great Expectations suite design, data contracts between teams, schema validation at ingestion, statistical anomaly detection, automated data profiling, quality scoring frameworks, SLA monitoring, freshness checks, and remediation workflows for maintaining trustworthy data across the organization. Use when the user asks about data quality engineer, data quality engineer best practices, or needs guidance on data quality 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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Data Structure Expert · ferroxlabs bundle
Guides advanced data structure mastery including segment trees, Fenwick trees, tries, union-find, sparse tables, and their applications in competitive programming Use when the user asks about data structure expert, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data structure expert or requires a different specialized skill.

37 repo stars
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Data Validation Setup · ferroxlabs bundle
Produces a data validation rule set for a spreadsheet. Defines validation type (list, range, custom formula, date, text length), error message text, and input hint text for each field. Prevents data quality problems at the point of data entry. Use when the user needs to restrict what can be entered into spreadsheet cells to maintain data quality. Do NOT use for cleaning existing dirty data (use spreadsheet-data-cleaning), conditional formatting rules (use conditional-formatting-rules), or building lookup formulas (use excel-lookup-formulas).

37 repo stars
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Data Warehouse Design · ferroxlabs bundle
Designs a data warehouse structure by selecting star or snowflake schema, defining fact tables and dimension tables, specifying grain for each fact table, and producing the entity-relationship description. Outputs a complete warehouse schema specification. Use when the user asks to design a data warehouse, build a dimensional model, create fact and dimension tables, or plan an analytics schema for reporting. Do NOT use for operational database schema design (use data-schema-design), ETL pipeline logic (use etl-pipeline-design), or dashboard layout (use bi-dashboard-spec).

37 repo stars
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Dating App Strategist · ferroxlabs bundle
Practical dating app guidance covering profile optimization, photo strategy, authentic messaging, safety protocols, first date planning, and maintaining healthy boundaries in online dating. Use when the user asks about dating app strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dating app strategist or requires a different specialized skill.

37 repo stars
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Debt Snowball Planner · ferroxlabs bundle
Applies the debt snowball method (smallest balance first) to create a sequenced debt payoff plan. Calculates specific monthly payment amounts for each debt, payoff dates, total interest paid, and the snowball effect as each debt is eliminated and its payment rolls to the next. Produces a complete month-by-month payoff schedule. Use when the user wants to pay off multiple debts using the snowball method, wants to see the psychological wins of eliminating debts quickly, or asks about the debt snowball approach. Do NOT use for interest-optimized payoff (use debt-avalanche-planner), debt consolidation evaluation (use debt-consolidation-analysis), or business debt management.

37 repo stars
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Deployment Strategies · ferroxlabs bundle
Guides expert-level deployment strategies implementation: ci-cd and best-practices decision frameworks, production-ready patterns, and concrete templates for deployment strategies workflows. Use when the user asks about deployment strategies, deployment strategies configuration, or ci-cd best practices for deployment 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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Devops Maturity Model · ferroxlabs bundle
DevOps practices maturity assessment evaluating CI/CD, monitoring, incident response, automation, collaboration, and culture to produce a maturity scorecard with an improvement roadmap. Use when the user asks about devops maturity model, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of devops maturity model or requires a different specialized skill.

37 repo stars
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Discipline Strategies · ferroxlabs bundle
Provides positive discipline frameworks including logical consequences, positive reinforcement, and behavior management strategies organized by child age and situation type. Produces structured discipline plans with specific language scripts and consistency guidelines. Use when the user asks about disciplining children, managing challenging behavior, setting limits, or finding alternatives to punitive approaches. Do NOT use for clinical behavioral assessment, diagnosing behavioral disorders, or replacing guidance from a child psychologist.

37 repo stars
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Discovery Call Script · ferroxlabs bundle
Produces a structured discovery call script with opening, SPIN-based questions, qualification checks, and closing next steps. Use when the user asks to create a discovery call script, prepare questions for a sales discovery meeting, build a first-call framework, write qualifying questions for prospects, or structure a consultative sales conversation. Do NOT use for cold outreach emails (use cold-outreach-sequence), objection handling scripts (use objection-handling), or customer research interviews (use customer-discovery-interview).

37 repo stars
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Documentary Filmmaker · ferroxlabs bundle
Complete documentary filmmaking guide covering research methodology, interview preparation and technique, B-roll strategy, verite shooting, narrative structure for non-fiction, ethical considerations, archival material use, post-production workflow, festival strategy, and distribution for independent documentarians. Use when the user asks about documentary filmmaker 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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Documentation As Code · ferroxlabs bundle
Treating documentation as a first-class engineering artifact with docs-in-repo workflows, automated generation, living documentation, testing, and continuous publishing pipelines. Use when the user asks about documentation as code, documentation as code best practices, or needs guidance on documentation as code 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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Dropshipping Operator · ferroxlabs bundle
Comprehensive guide to running a dropshipping business including supplier vetting, margin optimization, customer service systems, and platform selection for sustainable profitability. Use when the user asks about dropshipping operator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dropshipping operator or requires a different specialized skill.

37 repo stars
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Email Template System · ferroxlabs bundle
Builds a personal email template set for the user's most common email types with variable placeholders and a quick-lookup guide. Use when the user sends similar emails repeatedly, wants to speed up email writing, or needs standardized responses for common situations. Do NOT use for writing a single specific email (use writing skills instead), cold outreach sequences (use `cold-email-outreach`), or enterprise email campaign templates (use business marketing skills instead).

37 repo stars
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Email Template Writer · ferroxlabs bundle
Professional email templates for common scenarios - follow-ups, introductions, cold outreach, declining requests, asking for help, and navigating difficult conversations. Use when the user asks about email template writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of email template writer or requires a different specialized skill.

37 repo stars
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Emergency Kit Builder · ferroxlabs bundle
Comprehensive guidance for building 72-hour emergency kits, vehicle kits, office kits, and specialized kits with seasonal considerations, maintenance schedules, and budget-friendly options Use when the user asks about emergency kit builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of emergency kit builder or requires a different specialized skill.

37 repo stars
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Employment Law Basics · ferroxlabs bundle
Provides an overview of fundamental employment law concepts including at-will employment, employee vs. contractor classification, wage and hour basics under the FLSA, workplace discrimination protections, and wrongful termination. Helps employees understand their rights and prepare informed questions for an employment attorney. Use when the user has questions about their employment rights, wants to understand at-will employment, needs to know about wage and hour laws, or is concerned about workplace discrimination or wrongful termination. Do NOT use for reviewing a specific employment contract (use employment-contract-reader), filing EEOC complaints, employer-side HR guidance, or legal advice on specific workplace disputes.

37 repo stars
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Empty Nest Transition · ferroxlabs bundle
Produces structured transition frameworks for parents whose children are leaving home, covering logistics like health insurance transitions and financial independence milestones alongside personal adjustment frameworks for redesigning daily routines, relationship dynamics, and personal identity beyond the parenting role. Use when the user asks about adjusting to children leaving home, empty nest syndrome, or transitioning when kids go to college or move out. Do NOT use for college financial planning (use personal-finance skills), clinical depression treatment (consult a therapist), or child-focused college preparation (use education skills).

37 repo stars
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Epistemology Explorer · ferroxlabs bundle
Guided exploration of epistemology covering theories of knowledge and justification, the nature of belief, skeptical challenges, the relationship between evidence and certainty, cognitive biases, and practical exercises for developing intellectual humility and rigorous thinking about what we know and how we know it. Use when the user asks about epistemology explorer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of epistemology explorer or requires a different specialized skill.

37 repo stars
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Error Message Writing · ferroxlabs bundle
Creates user-facing error messages that explain what happened, why it happened, and how to fix it, with error codes for support reference. Use when the user needs to write error messages, validation messages, warning text, or failure notifications for software. Do NOT use for API error documentation (use `api-documentation`), knowledge base articles (use `knowledge-base-article`), or bug reports.

37 repo stars
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Excel Lookup Formulas · ferroxlabs bundle
Produces working Excel/Sheets lookup formulas for specific use cases. Generates exact VLOOKUP, HLOOKUP, INDEX/MATCH, and XLOOKUP formula strings with error handling wrappers, exact vs. approximate match settings, and performance guidance. Use when the user needs to look up values across spreadsheet tables, match data between sheets, or build cross-reference formulas. Do NOT use for pivot table construction (use pivot-table-builder), data cleaning formulas (use spreadsheet-data-cleaning), or conditional formatting rules (use conditional-formatting-rules).

37 repo stars
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Exotic Pet Specialist · ferroxlabs bundle
Exotic pet care guide covering reptiles, birds, small mammals, and amphibians with habitat setup requirements, temperature and humidity control, species-specific diets, health indicators, common illnesses, handling techniques, enrichment ideas, and veterinary care guidance for non-traditional companion animals. Use when the user asks about exotic pet specialist, or needs help with exotic pet care guide covering reptiles, birds, small mammals, and amphibians with habitat setup requirements, temperature and humidity control, species-specific diets, health indicators, common illnesses, handling techniques, enrichment ideas, and veterinary care guidance for non-traditional companion animals. Do NOT use when the request requires professional specialized advice or falls outside the scope of exotic pet specialist.

37 repo stars
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Failure Mode Analysis · ferroxlabs bundle
Produces a failure mode and effects analysis (FMEA-lite) with failure modes, effects, severity ratings, detection methods, and recommended actions using FMEA methodology. Use when the user asks to perform a failure mode analysis, identify what could go wrong in a process or product, create an FMEA, analyze potential failures before they happen, or prioritize which failures to prevent first. Do NOT use for general risk assessment (use risk-assessment), process flow documentation (use process-mapping), or incident post-mortems (requires incident response process).

37 repo stars
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Feature Flag Engineer · ferroxlabs bundle
Feature flag system design and progressive rollout strategies with targeting rules, lifecycle management, flag hygiene, kill switches, and experimentation patterns for safe continuous delivery. Use when the user asks about feature flag engineer, feature flag engineer best practices, or needs guidance on feature flag 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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Feature Flag Platform · ferroxlabs bundle
Implement feature flag systems with progressive delivery patterns, experiment tracking, and flag lifecycle management for safe, controlled releases Use when the user asks about feature flag platform, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of feature flag platform or requires a different specialized skill.

37 repo stars
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Friendship Cultivator · ferroxlabs bundle
Practical guide for making friends as an adult, maintaining meaningful friendships, setting healthy friendship boundaries, and building social groups that enrich your life Use when the user asks about friendship cultivator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of friendship cultivator or requires a different specialized skill.

37 repo stars
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Game Economy Designer · ferroxlabs bundle
Virtual economy design for games covering currency systems, sinks and faucets balancing, monetization ethics, inflation control, player trading, loot tables, premium currency design, and the mathematical models that keep game economies healthy across months and years of live operation. Use when the user asks about game economy 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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Game Narrative Writer · ferroxlabs bundle
Interactive storytelling for games covering branching narratives, dialogue trees, environmental storytelling, lore design, character writing for games, quest design, player agency, world-building for interactive media, and narrative integration with game mechanics. Use when the user asks about game narrative 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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Garden Season Planner · ferroxlabs bundle
Comprehensive garden planning guidance with zone-based planting calendars, seed starting schedules, succession planting strategies, harvest timing, and season extension techniques for productive home gardens. Use when the user asks about garden season planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of garden season planner or requires a different specialized skill.

37 repo stars
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Git Monorepo Patterns · ferroxlabs bundle
Guides expert-level git monorepo patterns implementation: version-control and architecture decision frameworks, production-ready patterns, and concrete templates for git monorepo patterns workflows. Use when the user asks about git monorepo patterns, git monorepo patterns configuration, or version-control best practices for git 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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Github Actions Expert · ferroxlabs bundle
GitHub Actions CI/CD expert covering workflow syntax, composite actions, reusable workflows, matrix strategies, self-hosted runners, caching strategies, secrets management, environment protection rules, and advanced workflow patterns. Use when the user asks about github actions expert, github actions expert best practices, or needs guidance on github actions expert 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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Graduation Transition · ferroxlabs bundle
School-to-adult-life guide covering apartment hunting, budgeting on a first salary, building credit, understanding insurance (health, renters, auto), cooking basics, building a professional wardrobe, and navigating the evolution of social life after graduation. Use when the user asks about graduation transition 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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Grant Proposal Writer · ferroxlabs bundle
Government and research grant proposal development covering federal agencies (NIH, NSF, DOE), state programs, and academic research grants. Includes proposal structure, budget narratives, logic models, evaluation plans, compliance, and post-award management. Use when the user asks about grant proposal writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of grant proposal writer or requires a different specialized skill.

37 repo stars
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GRAPHQL Schema Design · ferroxlabs bundle
Guides expert-level graphql schema design implementation: api-design and design-patterns decision frameworks, production-ready patterns, and concrete templates for graphql schema design workflows. Use when the user asks about graphql schema design, graphql schema design configuration, or api-design best practices for graphql 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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Habit Tracking System · ferroxlabs bundle
Creates personalized habit tracking systems using paper trackers, digital templates, and streak-based formats. Gathers the user's habits to track and preferences, then produces ready-to-use tracking templates with scoring rules, review prompts, and minimum viable habit definitions for streak preservation. Use when the user asks about habit trackers, tracking daily habits, building a habit dashboard, maintaining streaks, or measuring habit consistency. Do NOT use for building new habits from scratch (use habit-stacking-framework), creating challenges (use 30-day-habit-challenge), or clinical behavior tracking.

37 repo stars
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Health Tech Developer · ferroxlabs bundle
Guide for developers building healthcare technology covering HIPAA compliance, HL7 and FHIR interoperability standards, EHR integration, patient data security, regulatory considerations, and navigating the unique technical challenges of healthcare software. Use when the user asks about health tech developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of health tech developer or requires a different specialized skill.

37 repo stars
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Home Buying Checklist · ferroxlabs bundle
Produces a complete home buying process checklist covering financial preparation, mortgage pre-approval steps, house hunting strategy, offer and negotiation phases, inspection, and closing. This is a process guide that structures the entire home buying journey from initial readiness assessment through move-in. Use when the user asks about buying a home, the home buying process, or wants a checklist for purchasing a house. Do NOT use for mortgage comparison math (use mortgage-comparison), insurance decisions (use insurance-comparison), or investment account decisions (use investment-account-types).

37 repo stars
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Home Office Architect · ferroxlabs bundle
Home office design and setup guidance covering ergonomics, lighting, acoustics, equipment selection, desk and chair recommendations, cable management, budget tiers from starter to premium, and productivity-focused workspace optimization. Use when the user asks about home office architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home office architect or requires a different specialized skill.

37 repo stars
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Home Security Planner · ferroxlabs bundle
Comprehensive guide to home security planning covering physical security assessment methodology, door and window reinforcement techniques, strategic lighting placement, camera and alarm system selection, smart lock options, safe room concepts, neighborhood watch participation, vacation security measures, and package theft prevention strategies. Use when the user asks about home security planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home security planner or requires a different specialized skill.

37 repo stars
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Index Fund Strategist · ferroxlabs bundle
Passive index fund investing strategy covering three-fund portfolio construction, asset allocation by age and risk tolerance, rebalancing schedules, tax-efficient fund placement across account types, fund selection criteria, and common mistakes to avoid. Use when the user asks about index fund strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of index fund strategist or requires a different specialized skill.

37 repo stars
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Internal Comms Writer · ferroxlabs bundle
Internal engineering communication expert covering RFC writing, Architecture Decision Records (ADRs), engineering announcements, all-hands updates, decision documents, incident postmortems, async communication best practices, and change management communication. Use when the user asks about internal comms writer, internal comms writer best practices, or needs guidance on internal comms 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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Investor Update Email · ferroxlabs bundle
Writes monthly or quarterly investor update emails with key metrics, highlights, lowlights, asks, and forward outlook in a concise format that maintains investor confidence and engagement. Use when the user needs to update investors, angels, or venture partners on company progress. Do NOT use for board narratives (use `board-update-narrative`), stakeholder updates (use `stakeholder-update`), or fundraising pitch materials (those require a different skill set).

37 repo stars
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Java Testing Patterns · ferroxlabs bundle
Guides expert-level Java testing: JUnit 5, Mockito, AssertJ, Testcontainers, parameterized tests, and Spring Boot test slices. Use when the user asks about Java testing, JUnit 5, Mockito, AssertJ, Testcontainers, parameterized tests, Spring Boot testing. Do NOT use when the user asks about Java project setup (use `java-project-setup`), Java Spring patterns (use `java-spring-patterns`), general testing concepts (use `unit-testing-patterns`).

37 repo stars
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Jet Lag Recovery Plan · ferroxlabs bundle
Creates a jet lag recovery protocol covering pre-travel light schedule adjustment, in-flight strategies, and arrival adaptation plan. Produces a day-by-day recovery timeline with sleep, light exposure, meal timing, and activity scheduling customized to the route and time zone difference. Use when the user asks about managing jet lag, adjusting to a new time zone, preparing for long-haul travel, or recovering from east-west or west-east flights. Do NOT use for travel day logistics (use travel-day-optimizer), general sleep improvement (use health-wellness sleep skills), or flight booking (use airfare-search-strategy).

37 repo stars
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Knowledge Base Writer · ferroxlabs bundle
Expert knowledge base articles covering article taxonomy, search optimization, troubleshooting article format, how-to article format, conceptual article format, FAQ design, article templates, feedback integration, and content lifecycle. Use when the user asks about knowledge base writer, knowledge base writer best practices, or needs guidance on knowledge base 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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Kubernetes Networking · ferroxlabs bundle
Guides expert-level kubernetes networking implementation: cloud and security decision frameworks, production-ready patterns, and concrete templates for kubernetes networking workflows. Use when the user asks about kubernetes networking, kubernetes networking configuration, or devops best practices for kubernetes projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 repo stars
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Launch Craft Business · ferroxlabs bundle
End-to-end workflow for turning a crafting hobby into a business, from product development and pricing through branding, platform setup, and marketing. Covers handmade product refinement, cost-based pricing, brand identity, marketplace setup on Etsy and beyond, product photography, and marketing strategies specific to handmade and artisan businesses. Use when the user wants to launch craft business 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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Memory Keeping System · ferroxlabs bundle
Creates organized systems for preserving family memories including photo management, journaling traditions, keepsake curation, and digital archiving strategies. Produces structured memory-keeping plans with storage systems, curation workflows, and preservation schedules. Use when the user asks about organizing family photos, preserving memories, creating memory books, or setting up a keepsake management system. Do NOT use for professional photography techniques (use design-creative skills) or social media content creation.

37 repo stars
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Memory Palace Builder · ferroxlabs bundle
Master the method of loci, peg system, linking method, and advanced mnemonic techniques for memorization with practical applications and practice exercises. Use when the user asks about memory palace builder, or needs help with master the method of loci, peg system, linking method, and advanced mnemonic techniques for memorization with practical applications and practice exercises. Do NOT use when the request requires professional specialized advice or falls outside the scope of memory palace builder.

37 repo stars
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Multimodal AI Builder · ferroxlabs bundle
Multimodal AI pipeline design covering vision-language models, text-audio integration, image generation, model selection across modalities, preprocessing pipelines, fusion architectures, and production deployment of multi-modal inference systems. Use when the user asks about multimodal ai builder, multimodal ai builder best practices, or needs guidance on multimodal ai 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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Natural Disaster Prep · ferroxlabs bundle
Disaster-specific preparation guide covering earthquakes, hurricanes, tornadoes, floods, wildfires, and winter storms with preparation checklists for each type, evacuation route planning, family communication plans, insurance review considerations, post-disaster recovery procedures, and community resilience building. Use when the user asks about natural disaster prep, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of natural disaster prep or requires a different specialized skill.

37 repo stars
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Networking Strategist · ferroxlabs bundle
Professional networking strategy, follow-up systems, relationship management, value-first approach, online and offline networking, and building a personal board of advisors. Use when the user asks about networking strategist, or needs help with professional networking strategy, follow-up systems, relationship management, value-first approach, online and offline networking, and building a personal board of advisors. Do NOT use when the request requires professional specialized advice or falls outside the scope of networking strategist.

37 repo stars
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Nodejs Async Patterns · ferroxlabs bundle
Guides expert-level Node.js asynchronous programming: Promise composition, async/await patterns, event loop model, stream processing, worker threads, and AbortController for cancellation. Use when the user asks about Node.js async/await, Promise patterns, event loop, streams, worker threads, AbortController, async iterators. Do NOT use when the user asks about JavaScript idioms (use `javascript-idioms`), Node.js error handling (use `nodejs-error-handling`), Node.js performance (use `nodejs-performance`).

37 repo stars
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Nodejs Error Handling · ferroxlabs bundle
Guides expert-level Node.js error handling: Express error middleware, unhandled rejection handling, domain errors, structured logging integration, error classification, and graceful degradation. Use when the user asks about Node.js error handling, Express error middleware, unhandled rejections, structured logging, error propagation, graceful shutdown. Do NOT use when the user asks about JavaScript idioms (use `javascript-idioms`), Node.js async patterns (use `nodejs-async-patterns`), general error handling concepts (use language-specific skills).

37 repo stars
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NPM Dependency Doctor · ferroxlabs bundle
Fix npm dependency conflicts, audit vulnerabilities, resolve lockfile issues, and plan upgrades - with exact commands for every common npm problem. Use when the user asks about npm dependency doctor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of npm dependency doctor or requires a different specialized skill.

37 repo stars
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Onboard New Developer · ferroxlabs bundle
Orchestrates structured developer onboarding by chaining five engineering skills into a progressive learning pipeline. Covers documentation review, version control setup, code review participation, test-driven first contribution, and commit conventions. Use when onboarding a new developer to a team or project with structured knowledge transfer. Do NOT use for self-directed learning, conference workshops, or onboarding non-developers to technical projects.

37 repo stars
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Online Course Creator · ferroxlabs bundle
End-to-end online course development from curriculum design and platform selection through pricing strategy, student engagement, launch formulas, and ongoing student support for sustainable education businesses. Use when the user asks about online course 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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Oss Community Builder · ferroxlabs bundle
Design and grow thriving open source communities with governance models, codes of conduct, onboarding programs, and communication strategies Use when the user asks about oss community builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of oss community builder or requires a different specialized skill.

37 repo stars
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Pantry Staples System · ferroxlabs bundle
Builds a complete pantry staples inventory organized by cuisine type, with rotation schedules, storage guidelines, and a restocking system. Covers core dry goods, canned essentials, oils, vinegars, spices, and condiments that enable cooking any weeknight meal without a special grocery trip. Use when the user asks about stocking a pantry, essential ingredients to keep on hand, building a spice collection, or creating a pantry restocking routine. Do NOT use for meal planning (use meal-prep-workflow), recipe-specific ingredient lists, or food storage safety (use food-storage-safety).

37 repo stars
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Password Audit Runner · ferroxlabs bundle
Systematic process to audit, identify weak passwords, check for breaches, update credentials, and establish a secure password management workflow. Use when the user asks about password audit runner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of password audit runner or requires a different specialized skill.

37 repo stars
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Patient Communication · ferroxlabs bundle
Apply empathy techniques, health literacy principles, and communication frameworks for delivering difficult news and building therapeutic relationships with patients. Use when the user asks about patient communication, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of patient communication or requires a different specialized skill.

37 repo stars
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Performance Profiling · ferroxlabs bundle
Guides expert-level performance profiling implementation: optimization and debugging decision frameworks, production-ready patterns, and concrete templates for performance profiling workflows. Use when the user asks about performance profiling, performance profiling configuration, or optimization best practices for performance 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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Permaculture Designer · ferroxlabs bundle
Guide to permaculture design including core principles, zone planning, food forests, companion planting, water management, soil building, seasonal planning, and community garden design. Use when the user asks about permaculture 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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Persuasion Specialist · ferroxlabs bundle
Ethical persuasion mastery covering Cialdini's six principles (reciprocity, commitment/consistency, social proof, authority, liking, scarcity), presentation and written persuasion techniques, sales psychology, call-to-action design, audience motivation analysis, and clear boundaries between persuasion and manipulation. Use when the user asks about persuasion specialist or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Pet Health Monitoring · ferroxlabs bundle
Guides at-home health monitoring for dogs and cats covering normal versus abnormal indicators, weekly health check routines, and when to call the veterinarian. Produces a monitoring checklist and abnormality reference guide. Use when the user asks about at-home pet health checks, normal vital signs for dogs or cats, when to take a pet to the vet, or how to monitor a pet's health between veterinary visits. Do NOT use for diagnosing specific diseases, recommending medications or treatments, or replacing veterinary examination. This skill helps owners observe and report -- not diagnose or treat.

37 repo stars
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Philosophy Discussion · ferroxlabs bundle
Provides Socratic philosophy tutoring through dialogue -- helping students clarify positions, test arguments with counterexamples, and identify logical fallacies rather than delivering philosophical conclusions. Use when a student asks to discuss a philosophical question, analyze an ethical dilemma, evaluate an argument, or practice philosophical reasoning. Do NOT use for philosophy course design (use `lesson-plan-design`), for essay writing (use writing category skills), or for debate competition prep (not an education skill).

37 repo stars
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Portrait Photographer · ferroxlabs bundle
Expert portrait photography guidance covering lighting setups, posing techniques, editing workflows, and studio vs natural light approaches for compelling people photography Use when the user asks about portrait photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of portrait photographer or requires a different specialized skill.

37 repo stars
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Presentation Designer · ferroxlabs bundle
Synthesizes Assertion-Evidence design, Minto Pyramid Principle, PechaKucha format, Presentation Zen (Reynolds), and Resonate (Duarte) into The Slide Architecture System - a comprehensive framework for designing and delivering presentations that inform, persuade, and inspire. Use when the user asks about presentation designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of presentation designer or requires a different specialized skill.

37 repo stars
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Product Hunt Launcher · ferroxlabs bundle
Complete Product Hunt launch strategy covering pre-launch preparation, community building, asset creation, launch day execution, post-launch follow-up, and success metrics. Includes timeline templates, copywriting frameworks, visual asset guidelines, and engagement tactics for maximizing upvotes and visibility. Use when the user asks about product hunt launcher, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of product hunt launcher or requires a different specialized skill.

37 repo stars
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Outlier Detection · ferroxlabs bundle
Identifies outliers in a dataset using IQR and z-score methods, interprets what each outlier represents, and produces a recommended action (remove, investigate, cap, or flag) for each outlier with rationale. Use when the user has data with suspected extreme values and needs a systematic approach to identify and handle them. Do NOT use for data cleaning beyond outlier handling (use data-cleaning-protocol), distribution analysis (use eda-framework), or hypothesis testing (use hypothesis-testing).

37 repo stars
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Packing Assistant · ferroxlabs bundle
Comprehensive packing list generator covering climate-based packing, trip-type lists for business, beach, hiking, and city trips, carry-on optimization, packing techniques including rolling and cubes, documents checklist, toiletries, electronics, and a universal packing template. Use when the user asks about packing assistant, or needs help with comprehensive packing list generator covering climate-based packing, trip-type lists for business, beach, hiking, and city trips, carry-on optimization, packing techniques including rolling and cubes, documents checklist, toiletries, electronics, and a universal packing template. Do NOT use when the request requires professional specialized advice or falls outside the scope of packing assistant.

37 repo stars
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Pandas Power User · ferroxlabs bundle
Advanced pandas techniques for data wrangling including performance optimization, method chaining patterns, MultiIndex operations, memory management, and idiomatic pandas code. Use when the user asks about pandas power user, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pandas power user or requires a different specialized skill.

37 repo stars
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Parenting Advisor · ferroxlabs bundle
Evidence-based parenting guidance by developmental stage, covering positive discipline, age-appropriate expectations, communication strategies, and common challenges from newborn through teenage years. Use when the user asks about parenting advisor, or needs help with evidence-based parenting guidance by developmental stage, covering positive discipline, age-appropriate expectations, communication strategies, and common challenges from newborn through teenage years. Do NOT use when the request requires professional specialized advice or falls outside the scope of parenting advisor.

37 repo stars
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Photography Guide · ferroxlabs bundle
Photography composition and technique advisor covering the exposure triangle, composition rules, lighting techniques, phone photography, editing basics, and genre-specific guides to help photographers capture compelling images at any skill level. Use when the user asks about photography guide, or needs help with photography composition and technique advisor covering the exposure triangle, composition rules, lighting techniques, phone photography, editing basics, and genre-specific guides to help photographers capture compelling images at any skill level. Do NOT use when the request requires professional specialized advice or falls outside the scope of photography guide.

37 repo stars
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PHP Modern Idioms · ferroxlabs bundle
Guides expert-level php modern idioms implementation: php and best-practices decision frameworks, production-ready patterns, and concrete templates for php modern idioms workflows. Use when the user asks about php modern idioms, php modern idioms configuration, or php best practices for php 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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PHP Project Setup · ferroxlabs bundle
Guides expert-level php project setup implementation: php and best-practices decision frameworks, production-ready patterns, and concrete templates for php project setup workflows. Use when the user asks about php project setup, php project setup configuration, or php best practices for php 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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Plus Size Fashion · ferroxlabs bundle
Body-positive styling guidance with fit tips, shopping strategies, brand recommendations, and confidence-building approaches for plus size individuals. Use when the user asks about plus size fashion, or needs help with body-positive styling guidance with fit tips, shopping strategies, brand recommendations, and confidence-building approaches for plus size individuals. Do NOT use when the request requires professional specialized advice or falls outside the scope of plus size fashion.

37 repo stars
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Posture Corrector · ferroxlabs bundle
Comprehensive postural assessment, desk ergonomics optimization, corrective exercises, movement break protocols, and habit formation for lasting postural improvement. Use when the user asks about posture corrector, or needs help with comprehensive postural assessment, desk ergonomics optimization, corrective exercises, movement break protocols, and habit formation for lasting postural improvement. Do NOT use when the request requires professional medical advice or falls outside the scope of posture corrector.

37 repo stars
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Pricing Architect · ferroxlabs bundle
Synthesizes Value-based pricing, Cost-plus pricing, Competitive pricing, Freemium models, and Willingness-to-pay research into The Price Architecture Framework - a systematic approach to setting prices that capture value and grow revenue. Use when the user asks about pricing architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pricing architect or requires a different specialized skill.

37 repo stars
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Print Design Spec · ferroxlabs bundle
Produces print-ready design specifications with dimensions, bleed, CMYK color values, resolution requirements, file format, and fold/cut mark placement. Use when the user asks to prepare a design for print, create a print specification, define print-ready file requirements, or check print production settings. Do NOT use for digital screen design (use wireframe-specification), color palette creation (use color-palette-design), or typography selection (use typography-system).

37 repo stars
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Publish Blog Post · ferroxlabs bundle
Guides the user through the complete blog post creation pipeline from research and briefing through writing, SEO optimization, proofreading, and scheduling for publication. Use when the user wants to publish a blog post end-to-end, needs a structured content pipeline, or wants to go from topic idea to published article with quality gates at each stage. Do NOT use for writing a blog post without a publishing workflow (use blog-post-writing), for SEO-only optimization (use seo-blog-post), or for building an ongoing content calendar (use create-content-calendar).

37 repo stars
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Push Notification · ferroxlabs bundle
Expert push notification systems covering APNs/FCM integration, notification channels, rich notifications, silent notifications, notification grouping, deep linking, scheduling, analytics, opt-in strategies, and delivery optimization. Use when the user asks about push notification, push notification best practices, or needs guidance on push notification 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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Reading Companion · ferroxlabs bundle
Guide for supporting children's reading development including book selection by age, interest, and reading level, understanding Lexile levels, discussion question frameworks, comprehension strategies, techniques for reluctant readers, reading log templates, book series recommendations by age, and tips for effective read-alouds. Use when the user asks about reading companion 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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Renovation Budget · ferroxlabs bundle
Creates detailed home renovation budgets with cost-per-square-foot estimates by project type, contingency calculations, and cost-versus-value analysis. Produces a line-item budget table with material, labor, and contingency breakdowns. Use when the user asks about renovation costs, remodeling budgets, home improvement estimates, kitchen or bathroom remodel pricing, or how much a renovation will cost. Do NOT use for new construction budgets, commercial renovation, real estate investment analysis, or interior decorating without structural changes (use interior-design-principles instead).

37 repo stars
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Report Formatting · ferroxlabs bundle
Produces a data report structure with executive summary format, findings section template with chart-plus-interpretation pairs, methodology note, and appendix organization. Separates insight from supporting detail for maximum readability. Use when the user needs to structure a data-driven report for stakeholders, management, or publication. Do NOT use for single-chart formatting (use chart-formatting), infographic layout (use infographic-planning), or data narrative writing (use data-storytelling).

37 repo stars
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Road Trip Planner · ferroxlabs bundle
Plans road trip routes with driving legs, rest stops, overnight locations, fuel estimates, and points of interest along the way. Gathers origin, destination, trip duration, vehicle type, and interests to produce a leg-by-leg driving itinerary with daily mileage and time breakdowns. Use when the user asks to plan a road trip, create a driving route, find stops along a highway route, or organize a multi-day driving vacation. Do NOT use for city-based trip itineraries (use trip-itinerary-builder), flight-based travel, or cycling route planning.

37 repo stars
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Rust Ffi Patterns · ferroxlabs bundle
Guides advanced Rust FFI design: C interop with extern, unsafe patterns, bindgen for header generation, cross-language memory management, and safe wrapper design. Use when the user asks about Rust FFI, extern C, unsafe, bindgen, cbindgen, cross-language memory, safe wrappers. Do NOT use when the user asks about Rust ownership (use `rust-ownership-patterns`), Rust performance (use `rust-performance`), Rust project setup (use `rust-project-setup`).

37 repo stars
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Scaling Checklist · ferroxlabs bundle
Produces an operations scaling checklist covering team, systems, processes, finance, and legal readiness for a business transitioning from startup to growth stage. Use when the user asks about scaling operations, growth readiness, scaling a startup, operations checklist, or preparing to scale. Do NOT use for product launch (use product-launch-checklist), MVP scoping (use mvp-definition), or financial modeling (use financial-model-structure).

37 repo stars
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Security Hardener · ferroxlabs bundle
System security hardening expertise covering CIS benchmarks, OS hardening for Linux and Windows, container hardening, network hardening, application hardening, database hardening, cloud hardening for AWS/Azure/GCP, hardening automation, and compliance scanning for reducing the attack surface of infrastructure and applications. Use when the user asks about security hardener, security hardener best practices, or needs guidance on security hardener 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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Set Up Monitoring · ferroxlabs bundle
Complete workflow for building a production monitoring stack from scratch, covering metrics collection, alerting strategy, dashboard design, runbook creation, and on-call practices. Establishes the observability foundation that enables confident deployments and fast incident resolution. Use when the user wants to set up monitoring 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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Social Media Tech · ferroxlabs bundle
Tech social media content expert covering platform-specific formats (Twitter/X threads, LinkedIn posts, Dev.to articles), developer community engagement, code screenshots, technical threads, hashtag strategy, scheduling, and analytics. Use when the user asks about social media tech, social media tech best practices, or needs guidance on social media tech 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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Solo Travel Guide · ferroxlabs bundle
Safety planning for solo travelers, social strategies on the road, accommodation selection, itinerary design, and building confidence for independent travel. Use when the user asks about solo travel guide, or needs help with safety planning for solo travelers, social strategies on the road, accommodation selection, itinerary design, and building confidence for independent travel. Do NOT use when the request requires professional specialized advice or falls outside the scope of solo travel guide.

37 repo stars

4,845 published skills · page 38 of 49