FerroxLabs

@ferroxlabs source repo

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

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Smart Home Setup · ferroxlabs bundle
Plans a smart home system covering device compatibility frameworks, hub versus hub-free architectures, network requirements, and privacy considerations. Produces a phased implementation plan with device categories, protocol selection, and network preparation steps. Use when the user asks about setting up smart home devices, choosing a smart home platform, connecting devices together, home automation planning, or smart home privacy and security. Do NOT use for specific device configuration or troubleshooting, home network infrastructure design (routers, switches, cabling), or commercial building automation systems.

37 repo stars
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Solid Principles · ferroxlabs bundle
Guides expert-level solid principles implementation: design-patterns and clean-code decision frameworks, production-ready patterns, and concrete templates for solid principles workflows. Use when the user asks about solid principles, solid principles configuration, or design-patterns best practices for solid projects. Do NOT use when the user needs a different architecture design capability -- check sibling skills in the architecture design subcategory.

37 repo stars
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Sous Vide Master · ferroxlabs bundle
Master sous vide cooking with equipment guidance, time and temperature charts, technique fundamentals, finishing methods, and recipes for perfectly cooked proteins, vegetables, and desserts Use when the user asks about sous vide master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sous vide master or requires a different specialized skill.

37 repo stars
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Sports Nutrition · ferroxlabs bundle
Athletic nutrition guide covering macronutrient ratios for different sports, nutrient timing around training, hydration strategies, supplement evaluation, recovery nutrition, body composition management, meal planning for athletes, competition day fueling, and sport-specific nutrition protocols. Use when the user asks about sports nutrition, or needs help with athletic nutrition guide covering macronutrient ratios for different sports, nutrient timing around training, hydration strategies, supplement evaluation, recovery nutrition, body composition management, meal planning for athletes, competition day fueling, and sport-specific nutrition protocols. Do NOT use when the request requires professional medical advice or falls outside the scope of sports nutrition.

37 repo stars
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Start A Business · ferroxlabs bundle
Guided business launch workflow from business planning and market research through pricing strategy, brand identity, social media presence, and financial management for new entrepreneurs starting a service-based or product-based business. Use when the user wants to start a 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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Start Retirement · ferroxlabs bundle
Guides the user through the complete retirement transition from savings assessment through lifestyle design, chaining retirement calculators, financial tracking, budgeting, insurance, estate planning, and career transition skills across multiple categories. Use when the user is planning to retire, preparing for retirement within 2 years, or evaluating whether they are financially ready to retire. Do NOT use for early retirement (FIRE) investment strategy, pension administration, or Social Security disability claims.

37 repo stars
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Startup Launcher · ferroxlabs bundle
Synthesizes Lean Startup, Jobs-to-be-Done, Design Thinking, Blue Ocean Strategy, and Business Model Canvas into The Venture Validation Engine - a systematic approach to finding, validating, and launching new business ideas. Use when the user asks about startup launcher, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of startup launcher or requires a different specialized skill.

37 repo stars
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State Management · ferroxlabs bundle
Comprehensive state management patterns covering local vs global state, Redux Toolkit, Zustand, Jotai, signals, server state with TanStack Query, URL state, form state, optimistic updates, and state machines with XState. Use when the user asks about state management, state management best practices, or needs guidance on state management 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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Student Feedback · ferroxlabs bundle
Creates structured, actionable student feedback using the SBI (Situation-Behavior-Impact) model and other feedback frameworks for educators. Produces specific, growth-oriented feedback comments for student work -- not generic praise or criticism templates. Use when an educator asks to write feedback on student work, create feedback comments, provide constructive criticism, or design a feedback protocol for assignments. Do NOT use for grading rubrics (use `rubric-creation`), for assessment creation (use `assessment-design`), or for peer feedback frameworks among students (use `discussion-questions`).

37 repo stars
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Supabase Builder · ferroxlabs bundle
Supabase platform expert covering PostgreSQL database design, Row Level Security policies, real-time subscriptions, auth configuration, storage buckets, edge functions, PostgREST API patterns, database migrations, and full-stack application architecture on the Supabase platform. Use when the user asks about supabase builder, supabase builder best practices, or needs guidance on supabase 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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T Shirt Designer · ferroxlabs bundle
Complete t-shirt design guidance covering design for print methods (DTG, screen print, sublimation), mockup creation, print-on-demand platforms (Printful, Redbubble, Merch by Amazon), niche research and market strategy, marketplace optimization, file preparation, and building a sustainable apparel design business. Use when the user asks about t shirt 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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Team Coordinator · ferroxlabs bundle
Becomes a principal engineering manager who orchestrates multi-agent pipelines for complex, cross-functional deliverables. Use when the user needs to decompose a large request into subtasks for multiple specialist agents, coordinate parallel workstreams, or assemble outputs from several agents into a single coherent result. Do NOT use when the task is simple enough for a single specialist agent, when the user wants hands-on coding or writing rather than coordination, or when only project scheduling is needed (use sprint-facilitator instead).

37 repo stars
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Technical Writer · ferroxlabs bundle
Becomes a senior technical writer who produces clear, accurate, and audience-appropriate documentation including API references, developer guides, changelogs, and onboarding materials. Use when the user needs documentation written, restructured, or improved for technical or non-technical audiences. Do NOT use when writing application code, conducting security audits, or designing system architecture.

37 repo stars
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Test Refactoring · ferroxlabs bundle
Guides expert-level test refactoring implementation: refactoring and clean-code decision frameworks, production-ready patterns, and concrete templates for test refactoring workflows. Use when the user asks about test refactoring, test refactoring configuration, or testing best practices for test 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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Thank You Writer · ferroxlabs bundle
Thank you and social note writing assistant with templates for gift acknowledgment, interview follow-up, hospitality thanks, sympathy cards, congratulations messages, apology letters, invitation wording, RSVP responses, and holiday card messages. Use when the user asks about thank you writer, or needs help with thank you and social note writing assistant with templates for gift acknowledgment, interview follow-up, hospitality thanks, sympathy cards, congratulations messages, apology letters, invitation wording, rsvp responses, and holiday card messages. Do NOT use when the request requires professional specialized advice or falls outside the scope of thank you writer.

37 repo stars
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Theater Director · ferroxlabs bundle
Expert theater directing guidance covering blocking, casting process, vision development, and collaborative leadership for compelling stage productions Use when the user asks about theater director, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of theater director or requires a different specialized skill.

37 repo stars
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Thesis Statement · ferroxlabs bundle
Crafts focused, arguable, specific thesis statements for academic papers, essays, and dissertations. Distinguishes between descriptive and argumentative thesis types and tests for strength. Use when the user asks to write a thesis statement, develop a central argument, or create the core claim for an academic paper or essay. Do NOT use for full paper structure (use research-paper-structure), abstract writing (use abstract-writing), or non-academic arguments (use different writing skills).

37 repo stars
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Tutorial Writing · ferroxlabs bundle
Creates learning-oriented tutorials with clear objectives, prerequisite knowledge, step-by-step instructions, explanations of why each step matters, and exercises for reinforcement. Use when the user needs to teach someone how to learn a skill or technology through guided practice. Do NOT use for task documentation (use `user-guide`), how-to articles (use `how-to-guide`), or API references (use `api-documentation`).

37 repo stars
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Two Factor Setup · ferroxlabs bundle
Complete guide for setting up and managing two-factor authentication including TOTP apps, FIDO2/WebAuthn hardware keys, recovery strategies, backup codes, and account protection prioritization. Use when the user asks about two factor setup, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of two factor setup or requires a different specialized skill.

37 repo stars
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Unit Test Writer · ferroxlabs bundle
Unit test mastery covering test structure (Arrange-Act-Assert), naming conventions, test isolation principles, mocking strategies across frameworks (jest.mock, unittest.mock, Mockito), assertion patterns, edge case coverage, parameterized tests, and test doubles taxonomy (spy, stub, fake, dummy, mock). Use when the user asks about unit test writer, unit test writer best practices, or needs guidance on unit test 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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Upcycling Artist · ferroxlabs bundle
Guide to creative upcycling and repurposing covering materials identification, transformation techniques, project ideas, tool requirements, safety procedures, and building a practice around giving discarded items new life. Use when the user asks about upcycling artist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of upcycling artist or requires a different specialized skill.

37 repo stars
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Video Storyboard · ferroxlabs bundle
Produces a video storyboard as a shot-by-shot table with shot type, camera movement, subject action, audio notes, and duration for each shot. Use when the user asks to create a storyboard, plan video shots, build a shot list, or visualize a video sequence before filming. Do NOT use for writing video dialogue or narration (use video-script-writing), YouTube metadata strategy (use youtube-video-strategy), or short-form video hooks (use short-form-video-planning).

37 repo stars
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Vocalist Trainer · ferroxlabs bundle
Vocal range development, breath support technique, tone quality improvement, performance confidence, warm-up routines, and practice methods for singers of all levels and styles Use when the user asks about vocalist trainer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of vocalist trainer or requires a different specialized skill.

37 repo stars
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Wardrobe Planner · ferroxlabs bundle
Capsule wardrobe builder covering capsule wardrobe methodology, core pieces identification, color palette selection, mix-and-match optimization, seasonal capsule rotation, shopping list generation, wardrobe audit process, cost-per-wear analysis, and minimalist dressing strategies. Use when the user asks about wardrobe planner, or needs help with capsule wardrobe builder covering capsule wardrobe methodology, core pieces identification, color palette selection, mix-and-match optimization, seasonal capsule rotation, shopping list generation, wardrobe audit process, cost-per-wear analysis, and minimalist dressing strategies. Do NOT use when the request requires professional specialized advice or falls outside the scope of wardrobe planner.

37 repo stars
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Wine Connoisseur · ferroxlabs bundle
Guide to wine appreciation including tasting methodology, regions and varietals, cellar management, vintage selection, wine investment, food pairing, wine club hosting, and wine travel. Use when the user asks about wine connoisseur 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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Write Screenplay · ferroxlabs bundle
Guides the user through writing a complete screenplay from concept through pitching, chaining 6 atomic skills in the writing category. Covers feature film, short film, and TV pilot formats with decision points for genre conventions, adaptation vs. original work, and festival submission vs. production pitch targeting. Uses screenplay-scene skill for proper screenplay formatting during the scene writing phase. Use when the user wants to write a screenplay from concept to pitch-ready draft. Do NOT use for writing prose fiction (use creative writing skills), stage plays (different format), or producing a film (this is writing only, not production planning).

37 repo stars
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Youth Leadership · ferroxlabs bundle
Comprehensive guide for developing leadership skills in teens and young adults, covering student government participation, community service project planning, public speaking skills for teens, resume building, college application enhancement, teamwork development, mentorship opportunities, entrepreneurial leadership, and volunteer management. Use when the user asks about youth leadership 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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Zero Waste Guide · ferroxlabs bundle
Practical guide to reducing household waste using the 5R framework (refuse, reduce, reuse, recycle, rot), including waste audit methodology, room-by-room product swaps, composting setup options, bulk shopping strategies, DIY alternatives for common products, meal planning to reduce food waste, and zero-waste approaches for bathroom and kitchen. Use when the user asks about zero waste guide, or needs help with practical guide to reducing household waste using the 5r framework (refuse, reduce, reuse, recycle, rot), including waste audit methodology, room-by-room product swaps, composting setup options, bulk shopping strategies, diy alternatives for common products, meal planning to reduce food waste, and zero-waste approaches for bathroom and kitchen. Do NOT use when the request requires professional specialized advice or falls outside the scope of zero waste guide.

37 repo stars
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Academic Argument · ferroxlabs bundle
Teaches learners to construct academic arguments using the claim-evidence-warrant structure with counterargument and rebuttal. This education skill focuses on argument CONSTRUCTION as a learning skill -- distinct from the writing category skill that focuses on producing academic argument TEXT. Use when a learner asks to build an academic argument, structure a thesis defense, learn argumentation, or practice claim-evidence-warrant reasoning. Do NOT use for writing the full academic paper (use writing category `academic-argument`), for essay outlining (use `essay-outline`), or for debate preparation (not an education skill).

37 repo stars
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Ad Copy Generator · ferroxlabs bundle
Advertising copy creation for Google Ads, Facebook/Instagram, LinkedIn, and other platforms, including copywriting formulas, audience targeting alignment, A/B test variations, compliance guidelines, performance metrics, and retargeting ad copy. Use when the user asks about ad copy generator 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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AI Prompt Crafter · ferroxlabs bundle
Advanced prompting techniques for any AI model covering system prompts, chain-of-thought reasoning, few-shot examples, structured output formats, context management, multi-turn conversation strategies, and a reusable prompt template library. Use when the user asks about ai prompt crafter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ai prompt crafter or requires a different specialized skill.

37 repo stars
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Android Developer · ferroxlabs bundle
Expert Android/Kotlin development covering Jetpack Compose, MVVM architecture, Room database, Retrofit/OkHttp, Coroutines/Flow, WorkManager, Navigation component, Hilt dependency injection, ProGuard, and Play Store guidelines. Use when the user asks about android developer, android developer best practices, or needs guidance on android developer 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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Animation Creator · ferroxlabs bundle
Comprehensive animation guidance covering the 12 principles of animation, 2D and 3D production pipelines, tools (Blender, After Effects, Procreate, Toon Boom), frame rates, rigging, motion graphics vs character animation, and building an animation practice from concept to final render. Use when the user asks about animation 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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Antique Appraiser · ferroxlabs bundle
Guide to antique identification and appraisal covering authentication methods, valuation factors, market analysis, condition assessment, and navigating the antiques marketplace for buyers, sellers, and collectors. Use when the user asks about antique appraiser, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of antique appraiser or requires a different specialized skill.

37 repo stars
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API Design Review · ferroxlabs bundle
Systematic API design quality assessment evaluating REST and GraphQL APIs for consistency, usability, documentation completeness, and adherence to best practices. Use when the user asks about api design review, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of api design review or requires a different specialized skill.

37 repo stars
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API Documentation · ferroxlabs bundle
Creates API reference documentation with endpoint descriptions, HTTP methods, parameters, request/response JSON examples, error codes, and authentication details. Use when the user needs to document a REST API, write endpoint references, or create developer-facing API docs. Do NOT use for user guides (use `user-guide`), tutorials (use `tutorial-writing`), or README files (use `readme-writing`).

37 repo stars
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Assessment Design · ferroxlabs bundle
Creates complete assessment instruments (tests, quizzes, performance tasks, projects) with item rationale, point values, answer keys, and alignment to learning objectives. Produces a ready-to-use assessment document for educators, applying assessment theory to ensure validity and reliability. Use when an educator asks to create a test, quiz, exam, performance task, or assessment rubric for a specific unit or set of learning objectives. Do NOT use for rubric-only creation (use `rubric-creation`), formative assessment strategies (use `formative-assessment`), or student exam preparation (use `exam-prep-plan`).

37 repo stars
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Astrophotographer · ferroxlabs bundle
Expert astrophotography guidance covering star trails, deep sky imaging, planetary photography, image stacking techniques, and light pollution management Use when the user asks about astrophotographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of astrophotographer or requires a different specialized skill.

37 repo stars
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Bayesian Reasoner · ferroxlabs bundle
Practical Bayesian thinking covering Bayesian updating, base rates, prior probabilities, likelihood ratios, prediction calibration, overcoming base rate neglect, Superforecasting principles from Philip Tetlock, and everyday applications of probabilistic reasoning. Use when the user asks about bayesian reasoner 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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Beacon Newsletter · ferroxlabs bundle
**When to use.** When the user runs (or wants to run) a recurring newsletter as an owned-audience asset, distinct from triggered email sequences.

37 repo stars
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Bi Dashboard Spec · ferroxlabs bundle
Produces a BI dashboard specification for a named business function including dashboard purpose, audience, KPIs displayed, panel layout, refresh cadence, access permissions, and alert thresholds. Outputs a complete spec ready for implementation in any BI tool. Use when the user asks to design a dashboard, create a dashboard specification, plan a BI dashboard layout, or define what should appear on a business dashboard. Do NOT use for individual KPI definitions with formulas (use kpi-definition), metric hierarchy design (use metric-framework), or data visualization chart selection (use chart-type-selector).

37 repo stars
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Biohacking Basics · ferroxlabs bundle
Evidence-based guide to self-optimization covering sleep tracking and optimization, cold exposure protocols, light therapy, breath work, continuous glucose monitoring insights, supplement evaluation, heat therapy, and circadian rhythm alignment. Focuses on interventions backed by peer-reviewed research with clear risk-benefit analysis. Use when the user asks about biohacking basics, or needs help with evidence-based guide to self-optimization covering sleep tracking and optimization, cold exposure protocols, light therapy, breath work, continuous glucose monitoring insights, supplement evaluation, heat therapy, and circadian rhythm alignment. Do NOT use when the request requires professional medical advice or falls outside the scope of biohacking basics.

37 repo stars
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Blog Post Writing · ferroxlabs bundle
Writes complete blog posts with title, introduction hook, H2-structured body sections, and a closing call-to-action. Use when the user asks to write a blog post, draft a blog article, create website content, or compose an online article. Do NOT use for SEO-optimized posts (use `seo-blog-post`), listicles (use `listicle-writing`), how-to tutorials (use `how-to-guide`), or opinion/editorial pieces (use `opinion-piece`).

37 repo stars
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Brand Positioning · ferroxlabs bundle
Produces a brand positioning statement using the standard positioning formula plus a positioning map with competitive axes. Use when the user asks to define brand positioning, create a positioning statement, differentiate their brand, or map their position relative to competitors. Do NOT use for full marketing strategy (use marketing-strategy), value proposition canvas (use value-proposition), or mission/vision statements (use mission-vision-writing).

37 repo stars
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Browser Automator · ferroxlabs bundle
Browser automation expertise covering Playwright and Puppeteer patterns, element selection strategies, wait mechanisms, network interception, file download and upload handling, multi-tab management, authentication flows, headless vs headed modes, screenshot and PDF generation, and CI integration. Use when the user asks about browser automator, browser automator best practices, or needs guidance on browser automator 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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Business Proposal · ferroxlabs bundle
Writes structured business proposals with executive summary, scope of work, pricing, timeline, and next steps for client-facing or vendor engagements. Use when the user needs to write a business proposal, service proposal, or client engagement document. Do NOT use for internal project proposals (use `project-proposal`), academic grant proposals (use `grant-proposal-writing`), or RFP responses (use `rfp-response`).

37 repo stars
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Campaign Planning · ferroxlabs bundle
Produces a completed marketing campaign brief with objective, audience, message hierarchy, channels, timeline, creative requirements, and success metrics. Use when the user asks to plan a marketing campaign, create a campaign brief, structure a promotional push, or design a multi-channel campaign with specific goals and timelines. Do NOT use for ongoing marketing strategy (use marketing-strategy), email sequence design (use email-campaign), or single ad copy creation (use paid-ad-copy).

37 repo stars
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Career Sabbatical · ferroxlabs bundle
Guide for planning a career break including financial runway calculation, employer negotiation strategies, health insurance bridge options, sabbatical project planning for travel, study, or creative pursuits, re-entry strategy, and building a sabbatical portfolio. Use when the user asks about career sabbatical 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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Caregiver Support · ferroxlabs bundle
Self-care guide for caregivers covering burnout prevention, respite resources, support groups, legal and financial navigation, communication with healthcare teams, emotional processing, and strategies for asking for help. Use when the user asks about caregiver support, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of caregiver support or requires a different specialized skill.

37 repo stars
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Changelog Writing · ferroxlabs bundle
Creates Keep-a-Changelog compliant CHANGELOG.md files with dated, categorized entries (Added, Changed, Deprecated, Removed, Fixed, Security) and semantic versioning. Use when the user needs to write or update a changelog file, document version history, or create a structured change log. Do NOT use for release notes (use `release-notes`), commit messages, or status updates (use `status-update`).

37 repo stars
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Child Development · ferroxlabs bundle
Child development milestone tracking based on CDC guidelines across physical, cognitive, social-emotional, and language domains, with enrichment suggestions, school readiness assessment, and guidance on when to consult a pediatrician. Use when the user asks about child development, or needs help with child development milestone tracking based on cdc guidelines across physical, cognitive, social-emotional, and language domains, with enrichment suggestions, school readiness assessment, and guidance on when to consult a pediatrician. Do NOT use when the request requires professional specialized advice or falls outside the scope of child development.

37 repo stars
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Cleaning Business · ferroxlabs bundle
Complete guide to starting and growing a cleaning business covering service pricing, supplies and equipment, scheduling systems, hiring and training, quality control, insurance requirements, client acquisition, and scaling from solo operator to team-based operation. Use when the user asks about cleaning business 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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Coffee Enthusiast · ferroxlabs bundle
Guide to specialty coffee including brewing methods, grind size, water temperature, bean selection, home roasting, cupping technique, and equipment recommendations. Use when the user asks about coffee enthusiast 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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Community Builder · ferroxlabs bundle
Online community design and management for Discord, Circle, and Slack platforms covering onboarding flows, channel architecture, engagement mechanics, moderation systems, events, scaling strategies, membership tiers, and community health metrics. Use when the user asks about community builder 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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Component Library · ferroxlabs bundle
Component library design expertise covering design system tokens, component API design, compound components, polymorphic components, accessibility by default, Storybook documentation, testing, versioning, and tree-shaking. Use when the user asks about component library, component library best practices, or needs guidance on component library 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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Composition Guide · ferroxlabs bundle
Applies photographic composition principles to a described subject including rule of thirds grid placement, leading lines direction, foreground/background layering, frame-within-frame opportunities, and negative space allocation. Produces specific framing instructions applicable to any camera. Use when the user asks about photo composition, framing a shot, or arranging visual elements in a photograph. Do NOT use for exposure or camera settings (use exposure-triangle), lighting setup (use lighting-setup), or post-processing workflow (use photo-editing-workflow).

37 repo stars
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Composting System · ferroxlabs bundle
Designs a home composting system covering bin, pile, and tumbler options with brown-to-green ratios (25-30:1 carbon to nitrogen), turning schedules, and troubleshooting for common problems like odor and slow decomposition. Produces a composting plan with material lists and maintenance schedule. Use when the user asks about starting composting, choosing a compost method, what can be composted, compost ratios, or troubleshooting a compost pile. Do NOT use for commercial-scale composting, vermicomposting (worm bin) specifics, or municipal composting programs.

37 repo stars
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Conflict Resolver · ferroxlabs bundle
Conflict resolution guide using Gottman's Four Horsemen framework, de-escalation techniques, repair attempts, mediation processes, boundary setting, forgiveness processes, and tailored approaches for workplace versus personal conflicts. Use when the user asks about conflict resolver, or needs help with conflict resolution guide using gottman's four horsemen framework, de-escalation techniques, repair attempts, mediation processes, boundary setting, forgiveness processes, and tailored approaches for workplace versus personal conflicts. Do NOT use when the request requires professional specialized advice or falls outside the scope of conflict resolver.

37 repo stars
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Consumer Advocate · ferroxlabs bundle
Guide to consumer rights including returns and refunds, warranty claims, dispute resolution through chargebacks and small claims, lemon law basics, online purchase protections, scam identification, and complaint letter templates. Use when the user asks about consumer advocate, or needs help with guide to consumer rights including returns and refunds, warranty claims, dispute resolution through chargebacks and small claims, lemon law basics, online purchase protections, scam identification, and complaint letter templates. Do NOT use when the request requires professional legal advice or falls outside the scope of consumer advocate.

37 repo stars
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Content Monetizer · ferroxlabs bundle
Revenue diversification strategy for creators covering ad revenue, sponsorships, affiliate marketing, digital products, merchandise, coaching, memberships, and licensing with revenue stacking frameworks organized by audience size. Use when the user asks about content monetizer 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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Contract Reviewer · ferroxlabs bundle
Comprehensive contract review checklist covering key clauses, red flags, negotiation points, and common contract types including employment, freelance, lease, and service agreements with amendment process guidance. Use when the user asks about contract reviewer, or needs help with comprehensive contract review checklist covering key clauses, red flags, negotiation points, and common contract types including employment, freelance, lease, and service agreements with amendment process guidance. Do NOT use when the request requires professional legal advice or falls outside the scope of contract reviewer.

37 repo stars
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Copy Lens Clarity · ferroxlabs bundle
**Lens mode.** Source authority: Ali Abdaal's teaching-simplicity discipline and the Feynman explanation method — if you cannot explain it simply, you do not understand it yet.

37 repo stars
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Corporate Trainer · ferroxlabs bundle
Professional guide to corporate training and development covering needs analysis, instructional design, facilitation techniques, evaluation models, ROI measurement, and building effective training programs that produce measurable business results. Use when the user asks about corporate trainer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of corporate trainer or requires a different specialized skill.

37 repo stars
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Coverage Analysis · ferroxlabs bundle
Guides expert-level coverage analysis implementation: clean-code and best-practices decision frameworks, production-ready patterns, and concrete templates for coverage analysis workflows. Use when the user asks about coverage analysis, coverage analysis configuration, or testing best practices for coverage 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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Cynefin Navigator · ferroxlabs bundle
Practical guide to the Cynefin complexity framework covering domain identification, appropriate responses for each context, boundary management, and applying Cynefin to leadership decisions, crisis response, and organizational strategy. Use when the user asks about cynefin navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cynefin navigator or requires a different specialized skill.

37 repo stars
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Data Storytelling · ferroxlabs bundle
Structures a data narrative that turns analytical findings into a compelling story. Identifies the core insight, builds the evidence chain, selects supporting visualizations, and writes the narrative arc from setup through finding to implication and recommendation. Use when the user needs to present data findings to an audience in a persuasive, structured format. Do NOT use for raw data exploration (use eda-framework), choosing a chart type (use chart-type-selector), or formatting a data report (use report-formatting).

37 repo stars
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Devrel Strategist · ferroxlabs bundle
Developer relations strategy covering content planning, community building, developer advocacy, documentation programs, conference strategy, metrics and attribution, developer experience audits, and program scaling. Includes frameworks for measuring developer engagement, content calendars, and community health indicators. Use when the user asks about devrel strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of devrel strategist or requires a different specialized skill.

37 repo stars
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Diagram Architect · ferroxlabs bundle
Expert guidance for creating technical diagrams with Mermaid, D2, and PlantUML, covering architecture diagrams, sequence diagrams, flowcharts, decision trees, and documentation integration. Use when the user asks about diagram architect, diagram architect best practices, or needs guidance on diagram 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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Dinner Party Host · ferroxlabs bundle
Plan and execute memorable dinner parties from menu planning with dietary accommodations through timing and prep timelines, table setting from formal to casual, conversation facilitation, wine selection and pairing, ambiance creation with lighting and music, make-ahead strategies, and managing hosting anxiety. Use when the user asks about dinner party host, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dinner party host or requires a different specialized skill.

37 repo stars
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Divorce Logistics · ferroxlabs bundle
Produces structured logistics checklists for the practical aspects of divorce including financial separation steps, legal document needs, housing transition planning, and co-parenting logistics frameworks. Focuses exclusively on the organizational and administrative tasks that need to happen during a divorce, not relationship assessment or emotional counseling. Use when the user asks about the practical steps of going through a divorce, separating finances, or organizing co-parenting logistics. Do NOT use for advice on whether to divorce, relationship counseling, custody legal strategy, or emotional processing of divorce.

37 repo stars
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Divorce Navigator · ferroxlabs bundle
Sensitive, comprehensive guide to the divorce process covering mediation vs litigation, financial untangling, co-parenting planning, emotional support resources, housing transition, legal documentation, and rebuilding life after divorce. Use when the user asks about divorce navigator 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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Docs Site Builder · ferroxlabs bundle
Expert guidance for building documentation sites with Docusaurus, MkDocs, and VitePress, covering setup, customization, content organization, search, versioning, and deployment. Use when the user asks about docs site builder, docs site builder best practices, or needs guidance on docs site 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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Documentary Maker · ferroxlabs bundle
End-to-end documentary filmmaking guidance covering research methodology, interview techniques, story arc construction, ethical considerations, archival footage use, narration, B-roll strategy, release forms, and festival submission strategy. Use when the user asks about documentary 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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Eisenhower Matrix · ferroxlabs bundle
Applies the Eisenhower urgency/importance matrix to a user's task list, sorting every task into one of four quadrants with specific do/delegate/schedule/delete actions. Produces a populated matrix, not a framework description. Use when the user asks about prioritizing tasks by urgency and importance, needs help deciding what to work on first, or wants to sort a task list using the Eisenhower method. Do NOT use for weighted scoring prioritization (use task-prioritization), time-blocking scheduled tasks (use time-blocking), or enterprise resource allocation (use business strategy skills).

37 repo stars
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Emergency Prepper · ferroxlabs bundle
Comprehensive emergency preparedness guide covering 72-hour kit assembly, water storage requirements (1 gallon per person per day), food reserves planning, emergency communication plans, document protection strategies, evacuation planning, shelter-in-place procedures, go-bag preparation, and seasonal preparation considerations. Use when the user asks about emergency prepper, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of emergency prepper or requires a different specialized skill.

37 repo stars
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Estate Tax Basics · ferroxlabs bundle
Provides an educational overview of the federal estate tax system, including the exemption threshold, portability concept, the difference between estate tax and inheritance tax, and when to consult a tax attorney. Produces a concept summary and question list for professional consultation. Use when the user asks about estate taxes, whether an estate will owe taxes, the estate tax exemption, or how estate and inheritance taxes work. Do NOT use for providing tax planning advice, recommending specific tax reduction strategies, calculating estate tax liability, or filing tax returns.

37 repo stars
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Event Coordinator · ferroxlabs bundle
Event planning guide covering timeline creation, venue selection, catering, invitations, budget management, vendor coordination, day-of checklists, and post-event follow-up for birthdays, graduations, reunions, holiday parties, and more. Use when the user asks about event coordinator, or needs help with event planning guide covering timeline creation, venue selection, catering, invitations, budget management, vendor coordination, day-of checklists, and post-event follow-up for birthdays, graduations, reunions, holiday parties, and more. Do NOT use when the request requires professional specialized advice or falls outside the scope of event coordinator.

37 repo stars
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Executive Summary · ferroxlabs bundle
Distills longer documents into one-page executive summaries with key findings, recommendations, and decision-ready formatting for senior leadership. Use when the user needs to summarize a report, proposal, or analysis for executive review. Do NOT use for full business reports (use `business-report`), stakeholder updates (use `stakeholder-update`), or meeting notes (use `meeting-notes`).

37 repo stars
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Exposure Triangle · ferroxlabs bundle
Recommends aperture, shutter speed, and ISO settings for a specific shooting scenario with depth-of-field, motion blur, and noise trade-off explanations. Produces camera-agnostic exposure settings applicable to any camera with manual or semi-automatic controls. Use when the user asks about camera settings, exposure, aperture, shutter speed, ISO, or how to achieve a specific look with their camera. Do NOT use for composition and framing (use composition-guide), lighting equipment setup (use lighting-setup), or post-processing (use photo-editing-workflow).

37 repo stars
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Feynman Technique · ferroxlabs bundle
Applies the Feynman technique to help learners explain complex concepts in simple language, identify knowledge gaps, and refine understanding through iterative simplification. Produces a simple-language explanation with analogy, then an expert revision. Use when a learner asks to explain a concept simply, use the Feynman technique, test their understanding by teaching, or simplify complex material. Do NOT use for general concept explanation (the learner should do the explaining, not the AI), for flashcard creation (use `flashcard-generation`), or for note taking (use `cornell-notes`).

37 repo stars
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Final Readthrough · ferroxlabs bundle
Performs a comprehensive final readthrough of a document before publication, checking for errors, consistency, formatting, and overall quality using a structured checklist approach. Use when the user asks for a final check, last-pass review, pre-publication review, or quality assurance pass on a nearly finished document. Do NOT use for first-pass editing (use copy-editing or structural-editing), in-depth fact-checking (use fact-check-framework), or style guide compliance (use style-guide-compliance).

37 repo stars
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Fine Tuning Guide · ferroxlabs bundle
Model fine-tuning covering dataset preparation, LoRA and QLoRA, instruction tuning, RLHF and DPO, benchmarking, overfitting prevention, compute requirements, Hugging Face Trainer, and the fine-tuning vs prompt engineering decision. Use when the user asks about fine tuning guide, fine tuning guide best practices, or needs guidance on fine tuning guide 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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Flashcard Creator · ferroxlabs bundle
Flashcard and quiz creation skill covering effective flashcard design principles (atomic, one concept per card), Anki optimization, cloze deletion, image occlusion, quiz question types (MCQ, short answer, matching), spaced repetition algorithms, and deck organization strategies. Use when the user asks about flashcard creator, or needs help with flashcard and quiz creation skill covering effective flashcard design principles (atomic, one concept per card), anki optimization, cloze deletion, image occlusion, quiz question types (mcq, short answer, matching), spaced repetition algorithms, and deck organization strategies. Do NOT use when the request requires professional specialized advice or falls outside the scope of flashcard creator.

37 repo stars
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Flipping Reseller · ferroxlabs bundle
Complete guide to flipping and reselling for profit covering sourcing strategies, pricing research, platform selection, listing optimization, shipping logistics, and scaling a reselling business. Use when the user asks about flipping reseller, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of flipping reseller or requires a different specialized skill.

37 repo stars
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Flutter Architect · ferroxlabs bundle
Expert Flutter architecture covering widget tree design, state management (Riverpod, BLoC, Provider), navigation (GoRouter), platform channels, performance profiling, custom painters, animations, testing patterns, and flavor configurations. Use when the user asks about flutter architect, flutter architect best practices, or needs guidance on flutter 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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Food Preservation · ferroxlabs bundle
Master food preservation methods including water bath canning for high-acid foods, pressure canning for low-acid foods, fermentation of sauerkraut, kimchi, and kombucha, dehydrating, freezing, and brining. Covers safety guidelines for botulism prevention, USDA-tested recipes, equipment needs, and a seasonal preservation calendar. Use when the user asks about food preservation, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of food preservation or requires a different specialized skill.

37 repo stars
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Forensics Analyst · ferroxlabs bundle
Digital forensics and incident investigation expertise covering evidence acquisition and preservation, chain of custody procedures, timeline analysis, memory forensics, disk forensics, log analysis, network traffic analysis, malware triage, forensic reporting, and legal admissibility requirements for thorough and defensible incident investigations. Use when the user asks about forensics analyst, forensics analyst best practices, or needs guidance on forensics 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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Go Back To School · ferroxlabs bundle
Complete returning student workflow covering program research, application strategy, financial planning, academic preparation, and success systems for adult learners going back to school at any stage of life. Use when the user wants to go back to school 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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Go Error Handling · ferroxlabs bundle
Guides expert-level Go error handling: error wrapping with %w, sentinel errors vs custom error types, errors.Is and errors.As patterns, error groups, and structured error propagation. Use when the user asks about Go error handling, error wrapping, sentinel errors, errors.Is, errors.As, custom error types, error propagation. Do NOT use when the user asks about Go idioms (use `go-idioms`), Go concurrency (use `go-concurrency-patterns`), Go performance (use `go-performance`).

37 repo stars
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Grocery Optimizer · ferroxlabs bundle
Smart grocery shopping optimization system that helps reduce spending through budget-based strategies, aisle-organized shopping lists, unit price comparison, seasonal produce guidance, bulk buying analysis, and food waste reduction techniques. Includes pantry staples checklists and store brand vs name brand analysis. Use when the user asks about grocery optimizer, or needs help with smart grocery shopping optimization system that helps reduce spending through budget-based strategies, aisle-organized shopping lists, unit price comparison, seasonal produce guidance, bulk buying analysis, and food waste reduction techniques. Do NOT use when the request requires professional specialized advice or falls outside the scope of grocery optimizer.

37 repo stars
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Growth Experiment · ferroxlabs bundle
Produces a structured growth experiment design with hypothesis, metric, test method, success criteria, and analysis plan using lean experimentation methodology. Use when the user asks to design a growth experiment, test a marketing hypothesis, plan an A/B test, structure a growth hack test, or validate a growth assumption. Do NOT use for full marketing strategy (use marketing-strategy), campaign planning (use campaign-planning), or product A/B test design (use ab-test-design in product management skills).

37 repo stars
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Home Energy Audit · ferroxlabs bundle
Conducts a room-by-room home energy audit identifying energy loss points and producing a prioritized fix list with estimated kWh savings, cost per fix, and payback period. Gathers the user's housing type, climate zone, current energy costs, and budget to produce an actionable energy reduction plan distinguishing renter-accessible from homeowner-only improvements. Use when the user asks about reducing home energy bills, finding energy leaks, conducting an energy audit, improving home insulation, or lowering heating and cooling costs. Do NOT use for commercial building energy audits, HVAC system design or installation, solar panel evaluation as an investment, or utility-scale energy efficiency programs.

37 repo stars
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Home Safety Aging · ferroxlabs bundle
Produces a comprehensive home safety assessment checklist for aging in place, covering fall prevention, mobility accommodation, bathroom safety, lighting improvements, emergency contact setup, and room-by-room hazard identification. Generates prioritized modification plans with urgency levels and cost estimates. Use when the user asks about making a home safer for an elderly person, fall prevention, or aging-in-place modifications. Do NOT use for care facility evaluation (use care-facility-evaluation), medical assessment of fall risk (consult a physician), or full home renovation planning.

37 repo stars
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Hydration Tracker · ferroxlabs bundle
Hydration optimization and habit tracking system that calculates personalized daily water intake based on body weight, activity level, and climate. Includes hydration schedules, dehydration detection, electrolyte balance guidance, habit stacking methodology, and specialized protocols for athletes. Use when the user asks about hydration tracker, or needs help with hydration optimization and habit tracking system that calculates personalized daily water intake based on body weight, activity level, and climate. Do NOT use when the request requires professional medical advice or falls outside the scope of hydration tracker.

37 repo stars
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Icon Design Guide · ferroxlabs bundle
Produces an icon design specification with grid size, stroke weight, corner radius, visual style, perspective rules, and metaphor selection for consistent icon sets. Use when the user asks to design icons, create an icon set style guide, define icon grid rules, or establish consistent icon design parameters. Do NOT use for logo design (use logo-design-brief), full design systems (use design-system-foundations), or AI-generated images (use an AI image generation skill).

37 repo stars
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Identity Engineer · ferroxlabs bundle
Identity and access management deep dive covering OAuth 2.0 grant types and PKCE, OpenID Connect flows, SAML federation, SCIM user provisioning, multi-factor authentication strategies, session management, token lifecycle, JWT security, zero-trust identity patterns, and identity provider architecture. Use when the user asks about identity engineer, identity engineer best practices, or needs guidance on identity 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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Immigration Guide · ferroxlabs bundle
Comprehensive immigration guidance covering visa types overview, application processes, documentation requirements, settlement planning, cultural adjustment, language resources, community finding, and legal requirements for those navigating immigration. Use when the user asks about immigration guide or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Incident Response · ferroxlabs bundle
Guides expert-level incident response implementation: debugging and automation decision frameworks, production-ready patterns, and concrete templates for incident response workflows. Use when the user asks about incident response, incident response configuration, or devops best practices for incident 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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Indoor Plant Care · ferroxlabs bundle
Guides the selection and care of indoor houseplants based on available light, humidity, and maintenance commitment. Covers light requirements by plant type, watering frequency, humidity needs, and common houseplant selection by growing conditions. Use when the user asks about caring for houseplants, choosing plants for specific rooms, watering schedules, light requirements for indoor plants, or how to keep houseplants alive. Do NOT use for outdoor garden plants (use vegetable-garden-planning or seasonal-planting-calendar), plant disease diagnosis (use plant-care-troubleshooting), or commercial greenhouse management.

37 repo stars
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Instagram Caption · ferroxlabs bundle
Writes Instagram captions with a hook line, story body, hashtag strategy, and platform-optimized call-to-action. Use when the user wants to write an Instagram caption, create Instagram content, or draft text to accompany an Instagram post or reel. Do NOT use for LinkedIn posts (use `linkedin-post`), Twitter threads (use `twitter-thread`), or blog posts (use `blog-post-writing`).

37 repo stars

4,845 published skills · page 46 of 49