Claude Skills by 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`)...

Complete guidance for science fair projects including project selection by age, interest, and available resources, scientific method walkthrough, hypothesis formation, experiment design, data collection and analysis, display board creation, presentation coaching, and understanding judging criteria. Use when the user asks about science fair advisor or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

Creates competency-based skill gap analyses with current level, target level, gap identification, resources, and timeline for professionals planning their development. Produces a skills matrix with actionable development plan. Use when a professional asks to identify skill gaps, assess their competencies, plan professional development, or determine what skills to build next. Do NOT use for student learning objectives (use `learning-objectives`), for career change planning (use career-developm...

Patient, step-by-step guidance for learning smartphone fundamentals on iOS and Android, including navigation, essential apps, settings customization, and accessibility features for comfortable daily use. Use when the user asks about smartphone basics trainer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of smartphone basics trainer or requires a different specialized skill.

Friendly, step-by-step guidance for using Facebook and other social platforms to connect with family, manage privacy settings, share content safely, and enjoy online communities. Use when the user asks about social media for seniors, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of social media for seniors or requires a different specialized skill.

Evaluates source credibility and relevance using the CRAAP test (Currency, Relevance, Authority, Accuracy, Purpose) and SIFT method for learners assessing research sources. Produces a completed evaluation with credibility ratings -- not a tutorial on critical thinking. Use when a learner asks to evaluate a source, check if a source is credible, assess research quality, or determine if a source is suitable for academic work. Do NOT use for finding sources (use `literature-search`), for citatio...

Creates spaced repetition schedules using the Leitner system or SM-2 algorithm for long-term memory retention. Produces a concrete review schedule with interval recommendations calibrated to the learner's material and available time -- not a description of how spaced repetition works. Use when a learner asks to create a review schedule, build a spaced repetition plan, optimize memorization, or set up a flashcard review system. Do NOT use for flashcard content creation (use `flashcard-generati...

Structured Spanish learning path from A1 to B2, covering grammar fundamentals, vocabulary acquisition through frequency lists, pronunciation coaching, verb conjugation mastery, cultural immersion techniques, and exam preparation for DELE certification. Use when the user asks about spanish learner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of spanish learner or requires a different specialized skill.

Navigate IEP processes, accommodations, advocacy strategies, parental rights, and special education resources to support students with disabilities. Use when the user asks about special education navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of special education navigator or requires a different specialized skill.

Evidence-based speed reading techniques, comprehension strategies, progressive practice drills, note-taking integration, and retention methods for efficient reading. Use when the user asks about speed reading trainer, or needs help with evidence-based speed reading techniques, comprehension strategies, progressive practice drills, note-taking integration, and retention methods for efficient reading. Do NOT use when the request requires professional specialized advice or falls outside the scop...

Teaches speed reading techniques with comprehension verification for learners who want to read faster without sacrificing understanding. Produces technique-specific exercises with before/after measurement -- not a generic list of speed reading tips. Use when a learner asks to read faster, improve reading speed, learn speed reading techniques, or increase their reading efficiency. Do NOT use for study planning (use `study-plan`), for book summarization (use `book-summary`), or for note taking ...

Patient, step-by-step guidance for setting up and using streaming services like Netflix, YouTube, and music apps, including casting to TVs, sound system basics, troubleshooting common issues, and managing subscriptions. Use when the user asks about streaming setup guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of streaming setup guide or requires a different specialized skill.

Design gamification systems, participation strategies, feedback loops, and motivation frameworks to increase student engagement across all learning environments. Use when the user asks about student engagement specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of student engagement specialist or requires a different specialized skill.

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 cre...

Creates structured, time-boxed study plans with sessions, topics, milestones, and review checkpoints for learners. Uses spaced learning principles to produce a personalized schedule that prevents cramming and builds lasting retention. Use when a student or learner asks to create a study plan, organize their study time, prepare for a course, or structure their learning around a deadline. Do NOT use for exam-specific preparation (use `exam-prep-plan`), for educator lesson planning (use `lesson-...

Comprehensive study plan creation using spaced repetition scheduling, Pomodoro technique, active recall strategies, exam preparation timelines, subject prioritization, study environment optimization, and proven note-taking methods including Cornell, mind maps, and outlining. Use when the user asks about study planner, or needs help with comprehensive study plan creation using spaced repetition scheduling, pomodoro technique, active recall strategies, exam preparation timelines, subject priori...

Creates end-of-unit summative assessments with prompts, rubrics, and exemplar descriptions for educators. Produces a complete summative assessment package including the student-facing task, scoring criteria, and benchmark examples -- distinct from formative checks used during instruction. Use when an educator asks to create an end-of-unit assessment, final project, performance task, or summative evaluation for a completed unit of study. Do NOT use for in-class formative checks (use `formative...

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 ...

Step-by-step guidance for setting up telehealth appointments, navigating patient portals, tracking medications digitally, and troubleshooting common technical issues for remote healthcare visits. Use when the user asks about telehealth navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of telehealth navigator or requires a different specialized skill.

Standardized test preparation covering SAT, ACT, GRE, and GMAT strategies, question type analysis, time management, practice test analysis, score improvement plans, test anxiety management, registration timelines, and section-specific strategies. Use when the user asks about test prep coach, or needs help with standardized test preparation covering sat, act, gre, and gmat strategies, question type analysis, time management, practice test analysis, score improvement plans, test anxiety managem...

Interactive exploration of classic and original philosophical thought experiments, with structured analysis methodology, scenario construction techniques, discussion facilitation guides, and exercises for developing philosophical reasoning through hypothetical scenario analysis. Use when the user asks about thought experiment lab, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of thought experiment lab or requires a diffe...

Creates translation exercises with source text, target language guidance, and quality criteria for language learners practicing translation skills. Produces practice exercises with model translations. Use when a learner asks to practice translating between languages, improve translation accuracy, or do translation exercises. Do NOT use for conversation practice (use `conversation-practice`), for grammar instruction (use `grammar-practice`), or for professional translation work (not an educati...

Apply structured assessment, scaffolding, differentiation, and progress tracking techniques to deliver effective one-on-one and small group tutoring. Use when the user asks about tutoring methodology, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tutoring methodology or requires a different specialized skill.

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.

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`), ...

Designs educational workshops for K-12 or higher education settings with agendas, facilitator guides, learning activities, timing, and outcome measures. Produces a complete workshop package for educators -- distinct from professional development workshops for workplace audiences. Use when an educator asks to design a workshop for students, a faculty development session, or a training session within an academic context. Do NOT use for corporate or professional development workshops (use `profe...

Age-appropriate guidance for young entrepreneurs ages 8-17, covering business ideas by age group, business plan basics, pricing strategies, marketing approaches (neighborhood, social media, school), money management, legal considerations for minors running businesses, scaling strategies, and developing an entrepreneurial mindset. Use when the user asks about young entrepreneur or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

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.

Direct tutoring-style homework support for students. Helps students understand assignments, learn concepts, build study skills, and develop independence. Student-facing guidance across all subjects and grade levels using Socratic methods. Use when the user asks about youth study coach or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

Guides mastery of core algorithmic patterns including sliding window, two pointers, binary search, greedy, and backtracking with complexity analysis Use when the user asks about algorithm pattern master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of algorithm pattern master or requires a different specialized skill.

Guides sensor integration, actuator control, serial communication, library usage, and project patterns for Arduino-based embedded systems Use when the user asks about arduino engineer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of arduino engineer or requires a different specialized skill.

Competitive programming bit manipulation mastery covering fundamental bit tricks, bitmask dynamic programming, XOR properties and applications, subset enumeration over bitmasks, bitwise optimization techniques, and practical contest applications for problems involving sets, states, and combinatorial optimization. Use when the user asks about bit manipulation expert, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of bit ma...

Smart contract security auditing methodology covering vulnerability classification (reentrancy, flash loan attacks, oracle manipulation, access control), automated and manual review techniques, audit report writing, tool proficiency (Slither, Mythril, Echidna), and remediation guidance for EVM-compatible chains. Use when the user asks about blockchain security auditor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of blo...

Competitive programming debugging mastery covering stress testing with random test generators, systematic edge case identification, time and memory optimization techniques, common bug patterns in contest code, binary search on test cases, and strategies for debugging under contest time pressure. Use when the user asks about competitive debugging master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of competitive debuggi...

Competitive programming computational geometry expertise covering convex hull algorithms, line segment intersection, sweep line techniques, polygon operations, Voronoi diagrams, closest pair, half-plane intersection, and robust geometric predicates with practical contest implementations. Use when the user asks about computational geometry solver, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of computational geometry sol...

Guides competitive programming contest strategy including time management, problem selection, debugging under pressure, rating improvement, and practice planning Use when the user asks about contest strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of contest strategist or requires a different specialized skill.

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

Decentralized autonomous organization expertise covering governance framework design, voting mechanisms (token-weighted, quadratic, conviction), proposal systems, treasury management strategies, delegation patterns, on-chain vs off-chain governance, multi-sig operations, and organizational structure for web3 communities. Use when the user asks about dao governance architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope ...

Guides advanced data structure mastery including segment trees, Fenwick trees, tries, union-find, sparse tables, and their applications in competitive programming Use when the user asks about data structure expert, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data structure expert or requires a different specialized skill.

Decentralized storage expertise covering IPFS (content addressing, pinning, gateways, clustering), Arweave (permanent storage, bundling, profit sharing), Filecoin (storage deals, retrieval, FVM), content-addressed data patterns, and strategies for availability, redundancy, and cost optimization. Use when the user asks about decentralized storage engineer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of decentralized sto...

Decentralized finance expertise covering protocol mechanics (AMMs, lending, yield aggregators), liquidity pool analysis, yield strategy evaluation, risk assessment frameworks, impermanent loss calculation, and portfolio construction across DeFi protocols with emphasis on risk-adjusted returns. Use when the user asks about defi navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of defi navigator or requires a differ...

Guides dynamic programming mastery including memoization, tabulation, state design, space optimization, and common DP patterns with complexity analysis Use when the user asks about dynamic programming solver, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dynamic programming solver or requires a different specialized skill.

Guides TinyML deployment including model compression, on-device inference, hardware selection, data collection, and optimization for resource-constrained devices Use when the user asks about edge ml engineer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of edge ml engineer or requires a different specialized skill.

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 ...

Guides bare metal and RTOS firmware development including bootloader design, OTA updates, peripheral drivers, and production firmware practices Use when the user asks about firmware developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of firmware developer or requires a different specialized skill.

Guides graph algorithm mastery including BFS, DFS, shortest paths, minimum spanning trees, topological sort, and cycle detection with implementation patterns Use when the user asks about graph algorithm specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of graph algorithm specialist or requires a different specialized skill.

Guides smart home system design with Home Assistant, Zigbee/Z-Wave protocols, automation rules, dashboards, and integration patterns Use when the user asks about home automation builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home automation builder or requires a different specialized skill.

Industrial IoT architecture expertise covering OPC-UA communication, SCADA system integration, predictive maintenance with vibration and thermal analysis, edge computing deployment, industrial safety standards (IEC 62443, ISA-95), time-series data management, and digital twin implementation for manufacturing environments. Use when the user asks about industrial iot architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope...

Guides technical interview preparation including common algorithm patterns, system design fundamentals, behavioral preparation, and structured problem-solving approaches Use when the user asks about interview algorithm coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of interview algorithm coach or requires a different specialized skill.

Guides design and deployment of mesh sensor networks including data collection, power management, communication protocols, and fleet management Use when the user asks about iot sensor network, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of iot sensor network or requires a different specialized skill.