FerroxLabs

@ferroxlabs source repo

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

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Singing Coach 2 · ferroxlabs
Comprehensive vocal coaching covering breath support, placement, resonance, vocal warm-up exercises, range extension, performance preparation, microphone technique, overcoming stage fright, vocal health and hygiene, and genre-specific techniques for pop, rock, R&B, classical, and musical theater. Use when the user asks about singing coach or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Style Advisor 2 · ferroxlabs
Personal style advisor covering style profile assessment, body type dressing guidelines, color coordination, dressing for occasions, wardrobe essentials by gender, accessory guides, seasonal style transitions, and shopping strategies for building a polished personal look. Use when the user asks about style advisor, or needs help with personal style advisor covering style profile assessment, body type dressing guidelines, color coordination, dressing for occasions, wardrobe essentials by gender, accessory guides, seasonal style transitions, and shopping strategies for building a polished personal look. Do NOT use when the request requires professional specialized advice or falls outside the scope of style advisor.

37 repo stars
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Capacity Planner 2 · ferroxlabs
Capacity planning expertise covering load testing methodologies, autoscaling policies, resource forecasting, performance budgets, cost-capacity curves, bottleneck identification, queue theory basics, and building capacity models for production systems. Use when the user asks about capacity planner, capacity planner best practices, or needs guidance on capacity planner 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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Docker Quick Fix 2 · ferroxlabs
Solutions for the most common Docker errors - cleanup commands, container debugging, networking issues, build failures, and performance problems. Use when the user asks about docker quick fix, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of docker quick fix or requires a different specialized skill.

37 repo stars
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Env File Manager 2 · ferroxlabs
Best practices for managing env-config files - setup, secrets management, environment separation, dotenv configuration, and security patterns for development teams. Use when the user asks about env file manager, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of env file manager or requires a different specialized skill.

37 repo stars
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Logging Patterns 2 · ferroxlabs
Guides expert-level logging patterns implementation: debugging and best-practices decision frameworks, production-ready patterns, and concrete templates for logging patterns workflows. Use when the user asks about logging patterns, logging patterns configuration, or devops best practices for logging 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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Nginx Configurer 2 · ferroxlabs
Nginx configuration. Reverse proxy setup, load balancing, SSL termination, caching headers, gzip compression, rate limiting, security headers, location block patterns, upstream configuration, performance tuning. Use when the user asks about nginx configurer, nginx configurer best practices, or needs guidance on nginx configurer 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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Citation Management 2 · ferroxlabs
Creates citation organization systems and format guides for learners managing academic sources. Produces a citation management plan with format examples for the learner's chosen style (APA, MLA, Chicago) -- not a citation generator. Use when a learner asks to organize their citations, set up a citation system, understand citation formats, or manage references for a research paper. Do NOT use for evaluating sources (use `source-evaluation`), for finding sources (use `literature-search`), or for writing annotated bibliographies (use `annotated-bibliography`).

37 repo stars
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College Essay Coach 2 · ferroxlabs
Expert guidance for college application essays including Common App prompt analysis, brainstorming exercises for finding compelling topics, discovering authentic voice, effective essay structure, showing versus telling techniques, the revision process, supplemental essay strategies, and understanding what admissions officers look for. Use when the user asks about college essay coach or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Developer Skill Map 2 · ferroxlabs
Technology proficiency assessment mapping current capabilities against career goals, identifying learning priorities, and building a personalized development roadmap Use when the user asks about developer skill map, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of developer skill map or requires a different specialized skill.

37 repo stars
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Educator Objectives 2 · ferroxlabs
Creates measurable learning objectives using Bloom's taxonomy for educators designing lessons, units, or courses. Produces a set of aligned, leveled objectives with action verbs, conditions, and criteria that can be directly inserted into lesson plans or syllabi. Use when an educator asks to write learning objectives, create learning outcomes, align objectives to Bloom's taxonomy, or design measurable goals for instruction. Do NOT use for student personal learning goals (use `learning-objectives`), for full lesson plan creation (use `lesson-plan-design`), or for curriculum-level outcomes (use `curriculum-mapping`).

37 repo stars
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History Storyteller 2 · ferroxlabs
History teaching through narrative, covering period-specific storytelling, primary source analysis, timeline creation, cause-and-effect chain mapping, historical perspective-taking, connecting history to the present day, historical thinking skills development, and debate preparation on historical questions. Use when the user asks about history storyteller, or needs help with history teaching through narrative, covering period-specific storytelling, primary source analysis, timeline creation, cause-and-effect chain mapping, historical perspective-taking, connecting history to the present day, historical thinking skills development, and debate preparation on historical questions. Do NOT use when the request requires professional specialized advice or falls outside the scope of history storyteller.

37 repo stars
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Learning Objectives 2 · ferroxlabs
Creates SMART learning objectives with milestones for self-directed learners planning their own study. Uses Bloom's taxonomy to help learners define what they want to learn in measurable terms -- distinct from educator-facing objective writing. Use when a learner asks to set learning goals, define what they want to learn, create personal learning objectives, or plan self-study milestones. Do NOT use for educator-facing objectives (use `educator-objectives`), for full study plans (use `study-plan`), or for professional skill gap analysis (use `skill-gap-analysis`).

37 repo stars
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Polyglot Strategist 2 · ferroxlabs
Multi-language management advisor covering language transfer and interference patterns, maintenance scheduling for multiple languages, strategic language selection, simultaneous learning techniques, and long-term scheduling systems for managing fluency across three or more languages. Use when the user asks about polyglot strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of polyglot strategist or requires a different specialized skill.

37 repo stars
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Pronunciation Guide 2 · ferroxlabs
Creates pronunciation guidance with phonetic descriptions, practice patterns, and common error corrections for language learners. Produces a targeted pronunciation practice plan for specific sounds or patterns in the target language. Use when a learner asks to improve pronunciation, practice specific sounds, reduce accent, or learn phonetic patterns in a target language. Do NOT use for conversation practice (use `conversation-practice`), for grammar instruction (use `grammar-practice`), or for reading skills (use `speed-reading`).

37 repo stars
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Science Explanation 2 · ferroxlabs
Provides Socratic science tutoring using conceptual change methodology -- guiding students from misconceptions to accurate understanding through analogy, evidence, and guided reasoning rather than lecturing. Use when a student asks to understand a science concept, has a misconception about a scientific phenomenon, or wants help with science coursework through guided explanation. Do NOT use for science lesson plan creation (use `lesson-plan-design`), for exam preparation (use `exam-prep-plan`), or for non-science subjects (use subject-specific tutoring skills).

37 repo stars
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Tech Ethics Advisor 2 · ferroxlabs
Expert guide to technology ethics covering AI fairness and bias, data privacy and surveillance, algorithmic accountability, design ethics and dark patterns, digital rights, platform governance, and structured frameworks for evaluating ethical implications of technology decisions. Use when the user asks about tech ethics advisor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tech ethics advisor or requires a different specialized skill.

37 repo stars
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Video Calling Setup 2 · ferroxlabs
Step-by-step guidance for setting up and using video calling apps like Zoom, FaceTime, and Google Meet, with troubleshooting tips, accessibility adjustments, and video call etiquette. Use when the user asks about video calling setup, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of video calling setup or requires a different specialized skill.

37 repo stars
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Vocabulary Building 2 · ferroxlabs
Creates vocabulary acquisition plans with word selection, study methods, and spaced repetition review schedules for language learners. Produces a structured vocabulary building program with practice exercises -- not a word list. Use when a learner asks to build vocabulary in a language, create a vocabulary study plan, learn new words systematically, or improve word retention. Do NOT use for grammar instruction (use `grammar-practice`), for conversation practice (use `conversation-practice`), or for general flashcard creation (use `flashcard-generation`).

37 repo stars
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Esp32 Developer 2 · ferroxlabs
ESP32 microcontroller development expertise covering WiFi and BLE connectivity, MicroPython and Arduino framework programming, deep sleep power management, OTA firmware updates, sensor integration, FreeRTOS task management, and practical IoT project patterns for ESP32-S3, C3, and classic variants. Use when the user asks about esp32 developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of esp32 developer or requires a different specialized skill.

37 repo stars
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Mqtt Specialist 2 · ferroxlabs
Guides MQTT message broker architecture including topic design, QoS levels, retained messages, security configuration, and client implementation patterns Use when the user asks about mqtt specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mqtt specialist or requires a different specialized skill.

37 repo stars
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UX For Games 2 · ferroxlabs
Game UX design covering UI patterns and HUD design, menu systems, onboarding and tutorial flows, accessibility standards, player feedback systems, input design, information hierarchy, playtesting for UX, and the unique challenges of designing interfaces for interactive entertainment. Use when the user asks about ux for games or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Brain Fitness 2 · ferroxlabs
Cognitive wellness guide covering cognitive exercises, memory techniques including method of loci and spaced repetition, lifelong learning strategies, brain-healthy nutrition, social engagement for cognition, technology adoption, and puzzle and game recommendations. Use when the user asks about brain fitness, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of brain fitness or requires a different specialized skill.

37 repo stars
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Running Coach 2 · ferroxlabs
Running training plan generator covering beginner to marathon programs, Couch-to-5K structure, training zones, weekly mileage planning, race day preparation, pacing strategies, injury prevention, nutrition for runners, and gear recommendations. Use when the user asks about running coach, or needs help with running training plan generator covering beginner to marathon programs, couch-to-5k structure, training zones, weekly mileage planning, race day preparation, pacing strategies, injury prevention, nutrition for runners, and gear recommendations. Do NOT use when the request requires professional medical advice or falls outside the scope of running coach.

37 repo stars
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Kayaking Guide 2 · ferroxlabs
Guide paddlers through kayaking fundamentals including paddle technique, water reading, safety protocols, equipment selection, trip planning, and progression from flatwater to moving water Use when the user asks about kayaking guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of kayaking guide or requires a different specialized skill.

37 repo stars
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Sailing Basics 2 · ferroxlabs
Guide to sailing fundamentals including points of sail, sail trim, essential knots, right of way rules, weather reading, man overboard procedure, certification paths, boat types, and terminology. Use when the user asks about sailing basics, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sailing basics or requires a different specialized skill.

37 repo stars
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Foraging Guide 2 · ferroxlabs
Safe wild plant identification and foraging guide covering universal safety rules, seasonal availability, regional plant identification frameworks, mushroom foraging fundamentals, legal considerations, sustainable harvesting practices, beginner-friendly species, and poisonous look-alike awareness. Emphasizes caution-first approach with expert verification requirements. Use when the user asks about foraging guide, or needs help with safe wild plant identification and foraging guide covering universal safety rules, seasonal availability, regional plant identification frameworks, mushroom foraging fundamentals, legal considerations, sustainable harvesting practices, beginner-friendly species, and poisonous look-alike awareness. Do NOT use when the request requires professional specialized advice or falls outside the scope of foraging guide.

37 repo stars
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Garden Advisor 2 · ferroxlabs
Comprehensive gardening guide with zone-based planting calendars, soil preparation, companion planting, organic pest management, container gardening, vegetable garden planning, lawn care, indoor plant care, and watering schedules. Use when the user asks about garden advisor, or needs help with comprehensive gardening guide with zone-based planting calendars, soil preparation, companion planting, organic pest management, container gardening, vegetable garden planning, lawn care, indoor plant care, and watering schedules. Do NOT use when the request requires professional specialized advice or falls outside the scope of garden advisor.

37 repo stars
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Laundry System 2 · ferroxlabs
Creates an efficient laundry routine covering sorting, washing settings by fabric type, stain treatment, drying methods, and scheduling for different household sizes. Includes water temperature guides, care label decoding, and time-saving batch strategies. Use when the user asks about laundry routines, fabric care, stain removal, washing machine settings, or organizing their laundry workflow. Do NOT use for dry cleaning guidance, commercial laundry operations, or cleaning products chemistry.

37 repo stars
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Pantry Manager 2 · ferroxlabs
Pantry organization and inventory management system covering essential pantry staples by cuisine, shelf life reference for all food categories, FIFO rotation methodology, storage best practices, emergency meal planning from pantry items, and expiration date interpretation (best by vs use by vs sell by). Use when the user asks about pantry manager, or needs help with pantry organization and inventory management system covering essential pantry staples by cuisine, shelf life reference for all food categories, fifo rotation methodology, storage best practices, emergency meal planning from pantry items, and expiration date interpretation (best by vs use by vs sell by). Do NOT use when the request requires professional specialized advice or falls outside the scope of pantry manager.

37 repo stars
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Recipe Scaling 2 · ferroxlabs
Scales any recipe up or down with exact multiplier math, leavening adjustment rules for baking, pan size conversions, and cooking time modifications. Handles the non-linear adjustments that trip up straightforward multiplication. Use when the user wants to double, halve, or scale a recipe to a specific number of servings, needs pan size equivalents, or asks about adjusting baking recipes. Do NOT use for ingredient substitutions (use ingredient-substitution), meal planning for the week (use meal-prep-workflow), or creating new recipes.

37 repo stars
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Consumer Advocate 2 · ferroxlabs
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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Contract Reviewer 2 · ferroxlabs
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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Estate Tax Basics 2 · ferroxlabs
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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First Budget 2 · ferroxlabs
Creates a first-time budget for students, new graduates, or anyone who has never budgeted before. Starts from zero with income verification and essential expense mapping, uses simplified categories, and builds a minimal viable budget the user can maintain without financial experience. Use when the user is creating their very first budget, has no prior budgeting experience, is a student or new earner, or asks "how do I start budgeting?" Do NOT use for experienced budgeters wanting a method upgrade (use budget-planning, zero-based-budget, or fifty-thirty-twenty-budget), debt management, or investment planning.

37 repo stars
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Critical Thinker 2 · ferroxlabs
Comprehensive critical thinking toolkit covering 30+ logical fallacies with examples, evidence evaluation (sources, methodology, claims), argument mapping, Socratic questioning, media literacy, scientific thinking principles, and common cognitive biases that impair reasoning. Use when the user asks about critical thinker 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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Decision Journal 2 · ferroxlabs
Writes a structured decision journal entry capturing the decision, context, constraints, options considered, chosen option with rationale, predicted outcomes, and a scheduled review date. Produces the complete journal entry, not advice about journaling. Use when the user asks about documenting a decision, creating a decision record, building a decision log, or tracking decisions for future review. Do NOT use for making the decision itself (use weighted-decision-matrix or pro-con-analysis), business strategic decision documentation (use business strategy skills), or project change control (use scope-creep-management).

37 repo stars
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Journaling Guide 2 · ferroxlabs
Journaling methods and frameworks, writing prompts for reflection, consistency strategies, digital vs analog comparison, and integration with personal growth practices. Use when the user asks about journaling guide, or needs help with journaling methods and frameworks, writing prompts for reflection, consistency strategies, digital vs analog comparison, and integration with personal growth practices. Do NOT use when the request requires professional specialized advice or falls outside the scope of journaling guide.

37 repo stars
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Notion Architect 2 · ferroxlabs
Design and build Notion workspaces with relational databases, formulas, templates, automations, and scalable information architecture for teams and individuals. Use when the user asks about notion architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of notion architect or requires a different specialized skill.

37 repo stars
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Pro Con Analysis 2 · ferroxlabs
Produces a structured pros and cons analysis that goes beyond a simple list by weighting each factor by magnitude and reversibility, identifying hidden costs, and producing a recommendation with confidence level. Use when the user asks about weighing pros and cons, evaluating a decision between two options, or doing a thorough comparison of trade-offs for a personal choice. Do NOT use for multi-option comparison with scoring (use weighted-decision-matrix), business strategic analysis (use business strategy skills), or imagining failure scenarios (use premortem-analysis).

37 repo stars
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Routine Designer 2 · ferroxlabs
Daily routine optimization guide covering morning and evening routine design, energy management through ultradian rhythms, time blocking, deep work scheduling, Cal Newport's strategies, Warren Buffett's priority method, and routine templates tailored to different lifestyles. Use when the user asks about routine designer, or needs help with daily routine optimization guide covering morning and evening routine design, energy management through ultradian rhythms, time blocking, deep work scheduling, cal newport's strategies, warren buffett's priority method, and routine templates tailored to different lifestyles. Do NOT use when the request requires professional specialized advice or falls outside the scope of routine designer.

37 repo stars
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Startup Launcher 2 · ferroxlabs
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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Mobile Privacy Guide 2 · ferroxlabs
Mobile privacy expertise covering app permission management, tracking prevention on iOS and Android, secure messaging app selection, device encryption, privacy-focused browser and DNS configuration, location tracking minimization, app audit methodology, and building a privacy-conscious mobile setup without sacrificing usability. Use when the user asks about mobile privacy guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mobile privacy guide or requires a different specialized skill.

37 repo stars
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Zero Trust Architect 2 · ferroxlabs
Zero trust architecture expertise covering identity-first security, microsegmentation, policy engines, continuous verification, device trust, network security modernization, ZTNA implementation, service mesh security, identity provider integration, and least-privilege access design for eliminating implicit trust in enterprise environments. Use when the user asks about zero trust architect, zero trust architect best practices, or needs guidance on zero trust 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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Debugger 2 · ferroxlabs
Systematic debugging methodology using scientific method, binary search isolation, log analysis, stack trace interpretation, and root cause analysis across languages and ecosystems. Use when the user asks about debugger, debugger best practices, or needs guidance on debugger 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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Academic Paper Review 2 · ferroxlabs
Reviews academic papers for methodological rigor, argument structure, evidence quality, and scholarly conventions. Produces structured peer-review-style feedback with specific, actionable recommendations. Use when the user asks for feedback on an academic paper, manuscript review, or scholarly critique of a research document. Do NOT use for proofreading academic text (use proofreading), writing a paper from scratch (use research-paper-structure), or responding to peer review comments (use peer-review-response).

37 repo stars
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Create Passive Income Streams 2 · ferroxlabs
Guided workflow for building passive and semi-passive income streams from initial assessment and skill matching through building, automating, diversifying, and optimizing income-generating assets. Covers digital products, investments, and automated business models. Use when the user wants to create passive income streams or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

37 repo stars
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Launch Side Project Full Time 2 · ferroxlabs
End-to-end workflow for turning a side project into a full-time business. Covers idea validation before you invest heavily, building a minimum viable product, generating initial revenue, making the strategic transition from employment to self-employment, and scaling the business for sustainable growth. Use when the user wants to launch side project full time 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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Notion Master 2 · ferroxlabs
Advanced Notion workspace design covering database architecture, relations and rollups, templates, dashboard creation, team workspaces, formulas, API integrations, and using Notion as a CRM, project manager, and knowledge wiki. Use when the user asks about notion master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of notion master or requires a different specialized skill.

37 repo stars
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RAG Architect 2 · ferroxlabs
RAG system design covering document chunking strategies, embedding model selection, vector database selection (Pinecone, Weaviate, Chroma, pgvector), retrieval strategies (hybrid search, re-ranking), context window packing, and assessment of faithfulness and relevance. Use when the user asks about rag architect, rag architect best practices, or needs guidance on rag 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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API Design Review 2 · ferroxlabs
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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Mongodb Architect 2 · ferroxlabs
MongoDB architecture and design mastery covering document schema design, advanced indexing strategies, aggregation pipeline patterns, sharding architecture, replica sets, multi-document transactions, change streams, Atlas cloud features, performance profiling, schema validation, and embedding vs referencing trade-offs. Use when the user asks about mongodb architect, mongodb architect best practices, or needs guidance on mongodb architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Sqlite Specialist 2 · ferroxlabs
SQLite expertise for application development covering WAL mode configuration, concurrent access patterns, FTS5 full-text search, JSON support, virtual tables, PRAGMA optimization, backup strategies, file locking behavior, embedding patterns for desktop and mobile apps, migration strategies, and understanding size and concurrency limits. Use when the user asks about sqlite specialist, sqlite specialist best practices, or needs guidance on sqlite specialist 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 Budget 2 · ferroxlabs
Creates an annual business budget using zero-based budgeting methodology with department breakdown, fixed and variable cost separation, contingency allocation, and quarterly review cadence. Use when the user asks about business budgeting, annual budget planning, department budgets, or zero-based budgeting for a company. Do NOT use for personal household budgets (use budget-planning), financial modeling with P&L projections (use financial-model-structure), or pricing decisions (use pricing-strategy).

37 repo stars
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Employee Survey 2 · ferroxlabs
Designs employee engagement surveys with question categories, Likert scale structure, anonymity protocols, and analysis guidance using survey design methodology. Use when the user asks about employee surveys, engagement surveys, pulse surveys, employee satisfaction measurement, or workplace culture assessment. Do NOT use for customer surveys (use a research skill), interview evaluation (use interview-guide), or performance reviews (use performance-review).

37 repo stars
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Handmade Seller 2 · ferroxlabs
Complete guide for handmade and artisan sellers covering Etsy optimization, craft fair strategy, pricing formulas for handmade goods, product photography, shipping logistics, inventory management, scaling production, and wholesale opportunities. Use when the user asks about handmade seller 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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Idea Validation 2 · ferroxlabs
Creates an idea validation plan using lean startup methodology with assumptions mapping, riskiest assumption tests, success criteria, and timeline for systematic business idea validation. Use when the user asks about idea validation, validating a business idea, testing assumptions, lean startup validation, or riskiest assumption testing. Do NOT use for building a full business plan (use business-plan), creating a Lean Canvas (use lean-canvas), or defining an MVP (use mvp-definition).

37 repo stars
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Interview Guide 2 · ferroxlabs
Creates a structured interview guide with behavioral and competency-based questions, scoring rubric, evaluation criteria, and interviewer instructions for consistent candidate assessment. Use when the user asks about interview guides, interview questions, structured interviews, behavioral interview design, or candidate evaluation rubrics. Do NOT use for resume writing, job description creation (use job-description), or interview preparation for candidates (use interview-prep skill).

37 repo stars
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Job Description 2 · ferroxlabs
Creates competency-based job descriptions with role summary, 5-8 key responsibilities, must-have and nice-to-have requirements, and compensation structure. Use when the user asks about writing a job description, creating a job posting, JD writing, or defining a role for hiring. Do NOT use for resume writing (use resume-builder), interview preparation (use interview-guide), or career advice.

37 repo stars
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Pestle Analysis 2 · ferroxlabs
Produces a completed PESTLE analysis grid with current factors and strategic implications for each dimension (Political, Economic, Social, Technological, Legal, Environmental). Use when the user asks to scan the macro-environment, assess external factors affecting a business, evaluate market conditions, or analyze the broader landscape before a strategic decision. Do NOT use for internal company analysis (use swot-analysis), industry competitive forces (use porters-five-forces), or direct competitor benchmarking (use competitive-analysis).

37 repo stars
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Product Roadmap 2 · ferroxlabs
Creates product roadmaps using the Now/Next/Later framework with themes, initiatives, rationale, and stakeholder communication structure. Use when the user asks about product roadmaps, feature prioritization timelines, product planning, roadmap presentations, or quarterly planning. Do NOT use for project timelines with Gantt charts, sprint planning (use user-story-writing), strategic business roadmaps (use strategic-roadmap), or prioritization scoring (use prioritization-framework).

37 repo stars
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Risk Assessment 2 · ferroxlabs
Produces a risk assessment with likelihood-impact matrix, risk register, and mitigation plans using risk management methodology. Use when the user asks to create a risk assessment, build a risk matrix, identify and prioritize risks for a project or business, develop risk mitigation plans, or prepare a risk register for stakeholder review. Do NOT use for process failure analysis (use failure-mode-analysis), financial risk modeling (use finance skills), or security threat assessment (requires specialized security expertise).

37 repo stars
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Roadmap Builder 2 · ferroxlabs
Product roadmap construction expert covering Now-Next-Later format, outcome-based roadmaps, prioritization frameworks (RICE, ICE, MoSCoW), stakeholder alignment, roadmap visualization, living roadmap maintenance, and roadmap presentation strategies. Use when the user asks about roadmap builder, roadmap builder best practices, or needs guidance on roadmap 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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Roadmap Planner 2 · ferroxlabs
Product roadmap creation expert covering Now-Next-Later format, outcome-based roadmaps, theme-based roadmaps, dependency mapping, stakeholder alignment, review cadence, metric-driven prioritization, and roadmap communication. Use when the user asks about roadmap planner, roadmap planner best practices, or needs guidance on roadmap planner 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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Startup Advisor 2 · ferroxlabs
Expert startup guidance covering lean startup methodology, MVP definition, product-market fit measurement, funding strategy, key metrics, pivot decisions, and stage-appropriate advice from ideation through scale. Use when the user asks about startup advisor or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Elevator Pitch 2 · ferroxlabs
Guide to crafting elevator pitches in 30-second, 60-second, and 2-minute formats covering pitch structure with hook, value proposition, and ask, industry-specific adaptations, networking vs investor pitches, practice techniques, common mistakes, and personal brand integration. Use when the user asks about elevator pitch, or needs help with guide to crafting elevator pitches in 30-second, 60-second, and 2-minute formats covering pitch structure with hook, value proposition, and ask, industry-specific adaptations, networking vs investor pitches, practice techniques, common mistakes, and personal brand integration. Do NOT use when the request requires professional specialized advice or falls outside the scope of elevator pitch.

37 repo stars
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Resume Builder 2 · ferroxlabs
Comprehensive resume creation guide covering format selection, ATS optimization, action verb library, achievement quantification, industry-specific templates, skills section design, education formatting, employment gap strategies, and page length decisions. Use when the user asks about resume builder, or needs help with comprehensive resume creation guide covering format selection, ats optimization, action verb library, achievement quantification, industry-specific templates, skills section design, education formatting, employment gap strategies, and page length decisions. Do NOT use when the request requires professional specialized advice or falls outside the scope of resume builder.

37 repo stars
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Digital Illustrator 2 · ferroxlabs
Complete digital illustration guidance covering tools (Procreate, Photoshop, Illustrator, Clip Studio Paint), digital painting techniques, vector illustration workflows, brush customization, layers and blending modes, portfolio development, commission pricing, and building a professional illustration practice. Use when the user asks about digital illustrator 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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Infographic Creator 2 · ferroxlabs
Complete infographic design guidance covering data storytelling, visual hierarchy, chart and graph selection, layout principles, icon design and usage, color for data visualization, tools (Canva, Figma, Illustrator), distribution strategies, and the process of transforming complex information into clear, compelling visual narratives. Use when the user asks about infographic 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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Screenwriting Coach 2 · ferroxlabs
Screenwriting guide covering screenplay format, three-act structure, detailed beat sheets, character introduction, dialogue subtext, scene transitions, TV pilot structure, feature film pacing, logline writing, and industry standard formatting. Use when the user asks about screenwriting coach, or needs help with screenwriting guide covering screenplay format, three-act structure, detailed beat sheets, character introduction, dialogue subtext, scene transitions, tv pilot structure, feature film pacing, logline writing, and industry standard formatting. Do NOT use when the request requires professional specialized advice or falls outside the scope of screenwriting coach.

37 repo stars
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API Data Extraction 2 · ferroxlabs
Produces an API data extraction design covering authentication approach, pagination strategy, rate limit handling, response parsing specification, and error handling protocol. Describes the extraction logic without writing executable code. Use when the user asks to plan data extraction from an API, design an API integration for analytics, or document how to pull data from a third-party service into a data warehouse. Do NOT use for building application-level API clients (that is software engineering), designing the full ETL pipeline (use etl-pipeline-design), or setting up API endpoints (use api-design in software development).

37 repo stars
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Chart Type Selector 2 · ferroxlabs
Determines the correct chart type for a specific data comparison by applying chart selection logic based on analytical intent (ranking, trend, distribution, composition, correlation, geographic). Produces a complete chart specification with axis assignments, color palette, labels, and formatting rules. Use when the user has data to visualize and needs to know which chart type to use or wants a full chart configuration. Do NOT use for dashboard layout with multiple charts (use dashboard-design), formatting an existing chart (use chart-formatting), or choosing colors (use color-in-data).

37 repo stars
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Etl Pipeline Design 2 · ferroxlabs
Designs an ETL pipeline specification covering extract (source, frequency, authentication), transform (cleaning, joins, aggregations), and load (target, format, schema). Produces a pipeline spec document describing data flow logic, not executable code. Use when the user asks to design a data pipeline, move data between systems, build an ETL or ELT workflow, or plan a data integration process. Do NOT use when building application code that happens to read a database (that is software engineering), designing a data warehouse schema (use data-warehouse-design), or setting up pipeline monitoring (use data-pipeline-monitoring).

37 repo stars
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Pivot Table Builder 2 · ferroxlabs
Builds a pivot table specification from a described dataset. Determines field placement (rows, columns, values, filters), aggregation function selection, grouping rules, and formatting instructions. Output is the exact setup configuration. Use when the user needs to summarize data by categories, create cross-tabulations, or build summary tables from detailed records. Do NOT use for lookup formulas (use excel-lookup-formulas), data cleaning (use spreadsheet-data-cleaning), or chart creation (use chart-type-selector).

37 repo stars
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Statistical Analyst 2 · ferroxlabs
Applied statistics guide covering hypothesis testing, regression analysis, ANOVA, confidence intervals, p-value interpretation, and practical statistical decision-making with Python implementations. Use when the user asks about statistical analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of statistical analyst or requires a different specialized skill.

37 repo stars
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Time Series Analyst 2 · ferroxlabs
Time series analysis expertise covering decomposition methods, ARIMA and SARIMA modeling, Prophet for business forecasting, seasonality detection, trend analysis, anomaly detection, forecasting evaluation metrics, and practical applications for demand planning, capacity planning, and financial analysis. Use when the user asks about time series analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of time series analyst or requires a different specialized skill.

37 repo stars
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Animation Creator 2 · ferroxlabs
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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Astrophotographer 2 · ferroxlabs
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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Composition Guide 2 · ferroxlabs
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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Documentary Maker 2 · ferroxlabs
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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Exposure Triangle 2 · ferroxlabs
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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Icon Design Guide 2 · ferroxlabs
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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Layout Principles 2 · ferroxlabs
Produces layout analysis and recommendations using grid alignment, visual hierarchy rules, white space ratios, and focal point placement with specific measurements and ratios. Use when the user asks to improve a layout, apply layout principles, fix spacing issues, evaluate grid alignment, or optimize visual balance in a design. Do NOT use for wireframing from scratch (use wireframe-specification), responsive breakpoint design (use responsive-layout-design), or typography-specific issues (use typography-system).

37 repo stars
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Logo Design Brief 2 · ferroxlabs
Produces a logo design brief with symbol direction options, style adjectives, color constraints, usage contexts, size requirements, and variant specifications. Use when the user asks to create a logo brief, define logo requirements, explore logo direction options, or prepare specifications for a logo designer. Do NOT use for full brand identity (use brand-identity-brief), color palette creation (use color-palette-design), or icon set design (use icon-design-guide).

37 repo stars
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Music Theory Deep 2 · ferroxlabs
Deep music theory guidance covering extended harmony (9th, 11th, 13th chords), chord substitutions (tritone, chromatic, modal interchange), counterpoint, form analysis, orchestration basics, analytical methodology, ear training exercises, and the practical application of theory to composition and improvisation. Use when the user asks about music theory deep or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Plus Size Fashion 2 · ferroxlabs
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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Print Design Spec 2 · ferroxlabs
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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Typography System 2 · ferroxlabs
Produces a complete typography system with type scale, weight assignments, line-height per role, font pairing rationale, and usage rules as a tool-agnostic specification. Use when the user asks to create a type system, choose fonts, define typography hierarchy, set up heading and body text rules, or build a type scale. Do NOT use for full design system tokens (use design-system-foundations), color palette design (use color-palette-design), or brand identity strategy (use brand-identity-brief).

37 repo stars
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User Flow Mapping 2 · ferroxlabs
Maps complete user flows with entry points, decision nodes, happy paths, error paths, and exit points as numbered step sequences with branch conditions. Use when the user asks to map a user journey, document a workflow, plan navigation between screens, or diagram how users move through a product. Do NOT use for wireframing individual screens (use wireframe-specification), defining interaction animations (use prototype-spec), or business process mapping (use a business skill).

37 repo stars
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Cloud Cost Optimizer 2 · ferroxlabs
Expert guide for FinOps practices and cloud cost optimization including right-sizing, reserved instances, spot instances, savings plans, budget alerting, cost allocation, and building a cost-aware engineering culture. Use when the user asks about cloud cost optimizer, cloud cost optimizer best practices, or needs guidance on cloud cost optimizer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Golden Path Designer 2 · ferroxlabs
Design opinionated templates and best practice enforcement through golden paths, guardrails, and standardized development workflows Use when the user asks about golden path designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of golden path designer or requires a different specialized skill.

37 repo stars
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Platform Team Leader 2 · ferroxlabs
Guide to building and leading internal developer platforms covering golden paths, self-service capabilities, platform as a product, developer experience metrics, adoption strategies, and team structure for platform engineering. Use when the user asks about platform team leader, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of platform team leader or requires a different specialized skill.

37 repo stars
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Digital Photo Organizer 2 · ferroxlabs
Step-by-step guidance for backing up photos to the cloud, organizing pictures into albums, sharing photos with family, and using printing services to turn digital memories into physical keepsakes. Use when the user asks about digital photo organizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of digital photo organizer or requires a different specialized skill.

37 repo stars
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Ethical Reasoning Guide 2 · ferroxlabs
Comprehensive guide to ethical frameworks including consequentialism, deontology, virtue ethics, and care ethics, with structured approaches to analyzing moral dilemmas, applied ethics case studies, decision-making protocols, and reflective journaling exercises. Use when the user asks about ethical reasoning guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ethical reasoning guide or requires a different specialized skill.

37 repo stars
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Financial Literacy Test 2 · ferroxlabs
Assess personal financial knowledge across budgeting, investing, tax planning, and insurance with educational scoring and targeted learning recommendations Use when the user asks about financial literacy test, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of financial literacy test or requires a different specialized skill.

37 repo stars
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Language Learning Coach 2 · ferroxlabs
Expert language learning methodology advisor covering acquisition theory comparison, immersion technique design, spaced repetition optimization, plateau diagnosis and breakthrough strategies, motivation systems, and personalized study plan creation for any target language. Use when the user asks about language learning coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of language learning coach or requires a different specialized skill.

37 repo stars
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Tokenomics Designer 2 · ferroxlabs
Token economic design expertise covering supply models (fixed, inflationary, deflationary, dual-token), distribution and allocation strategies, vesting schedules, incentive mechanism design, staking economics, burn mechanics, liquidity bootstrapping, and sustainability analysis for protocol token economies. Use when the user asks about tokenomics designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tokenomics designer or requires a different specialized skill.

37 repo stars
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Date Planner 2 · ferroxlabs
Date idea generator with suggestions by budget, season, interest, and energy level, including at-home date nights, adventure dates, long-distance ideas, anniversary plans, first date suggestions, group date ideas, and surprise planning. Use when the user asks about date planner, or needs help with date idea generator with suggestions by budget, season, interest, and energy level, including at-home date nights, adventure dates, long-distance ideas, anniversary plans, first date suggestions, group date ideas, and surprise planning. Do NOT use when the request requires professional specialized advice or falls outside the scope of date planner.

37 repo stars
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Empty Nester 2 · ferroxlabs
Life transition guide for when children leave home, covering relationship renewal, identity rediscovery, home downsizing considerations, pursuing new interests, supporting adult children appropriately, financial reassessment, and social circle rebuilding. Use when the user asks about empty nester or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Biohacking Basics 2 · ferroxlabs
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

4,845 published skills · page 16 of 49