FerroxLabs

@ferroxlabs source repo

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

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Internal Comms Writer 2 · ferroxlabs
Internal engineering communication expert covering RFC writing, Architecture Decision Records (ADRs), engineering announcements, all-hands updates, decision documents, incident postmortems, async communication best practices, and change management communication. Use when the user asks about internal comms writer, internal comms writer best practices, or needs guidance on internal comms writer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Investor Update Email 2 · ferroxlabs
Writes monthly or quarterly investor update emails with key metrics, highlights, lowlights, asks, and forward outlook in a concise format that maintains investor confidence and engagement. Use when the user needs to update investors, angels, or venture partners on company progress. Do NOT use for board narratives (use `board-update-narrative`), stakeholder updates (use `stakeholder-update`), or fundraising pitch materials (those require a different skill set).

37 repo stars
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Knowledge Base Writer 2 · ferroxlabs
Expert knowledge base articles covering article taxonomy, search optimization, troubleshooting article format, how-to article format, conceptual article format, FAQ design, article templates, feedback integration, and content lifecycle. Use when the user asks about knowledge base writer, knowledge base writer best practices, or needs guidance on knowledge base writer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Patient Communication 2 · ferroxlabs
Apply empathy techniques, health literacy principles, and communication frameworks for delivering difficult news and building therapeutic relationships with patients. Use when the user asks about patient communication, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of patient communication or requires a different specialized skill.

37 repo stars
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Persuasion Specialist 2 · ferroxlabs
Ethical persuasion mastery covering Cialdini's six principles (reciprocity, commitment/consistency, social proof, authority, liking, scarcity), presentation and written persuasion techniques, sales psychology, call-to-action design, audience motivation analysis, and clear boundaries between persuasion and manipulation. Use when the user asks about persuasion specialist or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Recommendation Letter 2 · ferroxlabs
Writes specific, evidence-based recommendation letters for academic, professional, and personal contexts with competency mapping, concrete examples, and credible endorsement structure. Use when the user asks to write a recommendation letter, reference letter, letter of support, or endorsement for a colleague, student, or acquaintance. Do NOT use for cover letters (use career skills), personal references for housing (different format), or self-recommendation (that is a personal statement).

37 repo stars
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Research Communicator 2 · ferroxlabs
Expert guidance for communicating research findings to non-specialist audiences through press releases, lay summaries, conference presentations, media interviews, and public engagement strategies. Use when the user asks about research communicator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of research communicator or requires a different specialized skill.

37 repo stars
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Self Publishing Guide 2 · ferroxlabs
End-to-end self-publishing workflow covering KDP and IngramSpark, ebook and print formatting, ISBNs, pricing strategy, category and keyword optimization, cover design briefs, launch strategy, and royalty calculations. Use when the user asks about self publishing 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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Technical Blog Writer 2 · ferroxlabs
Engineering blog post creation covering article structure and narrative arc, technical explanation techniques, code example design, diagram creation, SEO optimization for developer content, editorial process, audience calibration, measuring post impact, and building a consistent publishing cadence. Use when the user asks about technical blog writer, technical blog writer best practices, or needs guidance on technical blog 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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Technical Book Author 2 · ferroxlabs
Complete guide to writing and publishing technical books, covering publisher proposal development, code sample design, technical review processes, manuscript tooling including AsciiDoc and LaTeX, strategies for keeping content current, and royalty structure analysis. Use when the user asks about technical book author, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of technical book author or requires a different specialized skill.

37 repo stars
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Build Professional Network 2 · ferroxlabs
Strategic workflow for building and leveraging a powerful professional network. Covers auditing your current network, developing a networking strategy aligned with career goals, making authentic connections, nurturing relationships over time, and leveraging your network for opportunities without being transactional. Use when the user wants to build professional network 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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Handle Production Incident 2 · ferroxlabs
Orchestrates end-to-end production incident management from detection through resolution and retrospective, chaining five skills into a complete incident lifecycle pipeline. Covers triage, log investigation, monitoring verification, documentation, and team retrospective. Use when handling a production incident that affects users and requires coordinated response, investigation, resolution, and follow-up. Do NOT use for non-production issues, minor bugs that do not affect users, or planned maintenance activities.

37 repo stars
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Healthy Lifestyle Overhaul 2 · ferroxlabs
Comprehensive health transformation workflow integrating fitness training, nutrition planning, weekly meal preparation, sleep optimization, and habit formation for sustainable lifestyle change rather than quick fixes. Use when the user wants to healthy lifestyle overhaul 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 Consulting Practice 2 · ferroxlabs
Guided workflow for launching a professional consulting practice from niche selection and market positioning through pipeline development, client delivery frameworks, and scaling operations. Designed for experienced professionals transitioning to independent consulting. Use when the user wants to launch consulting practice 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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Frontend Developer 2 · ferroxlabs
Becomes a senior frontend developer who builds accessible, performant user interfaces with modern web technologies. Use when the user needs UI components, responsive layouts, accessibility improvements, or frontend performance optimization. Do NOT use when designing backend APIs, configuring server infrastructure, or performing security audits.

37 repo stars
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Team Coordinator 2 · ferroxlabs
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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File Processor 2 · ferroxlabs
File processing pipeline expertise covering upload handling (multipart, streaming, resumable), virus scanning, image processing, PDF generation, storage backends, presigned URLs, and file type validation. Use when the user asks about file processor, file processor best practices, or needs guidance on file processor 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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Orm Specialist 2 · ferroxlabs
ORM patterns and optimization expertise covering Active Record vs Data Mapper, Prisma/TypeORM/Sequelize/SQLAlchemy patterns, N+1 prevention, eager vs lazy loading, transaction management, raw query fallbacks, and migration generation. Use when the user asks about orm specialist, orm specialist best practices, or needs guidance on orm 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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Webhook Design 2 · ferroxlabs
Guides expert-level webhook design implementation: api-design and automation decision frameworks, production-ready patterns, and concrete templates for webhook design workflows. Use when the user asks about webhook design, webhook design configuration, or api-design best practices for webhook projects. Do NOT use when the user needs a different backend infrastructure capability -- check sibling skills in the backend infrastructure subcategory.

37 repo stars
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Cto Playbook 2 · ferroxlabs
Chief Technology Officer leadership guidance covering architecture decision-making, technology strategy, team scaling, vendor evaluation, build vs. buy decisions, engineering culture, board communication, security posture, platform reliability, and CTO role evolution from startup to scale. Includes decision frameworks, organizational design templates, and technology roadmap planning. Use when the user asks about cto playbook, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cto playbook or requires a different specialized skill.

37 repo stars
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Offer Letter 2 · ferroxlabs
Creates a structured job offer letter with role details, compensation package, start date, conditions of employment, and expiration date in a professional format. Use when the user asks about writing an offer letter, job offer, employment offer, or extending an offer to a candidate. Do NOT use for rejection letters (use rejection-letter), job descriptions (use job-description), or employment contracts which require legal review.

37 repo stars
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QA Checklist 2 · ferroxlabs
Produces a quality assurance checklist for a defined workflow or process with inspection points, pass/fail criteria, and corrective action procedures using QA methodology. Use when the user asks to create a QA checklist, build quality control checks for a process, design an inspection checklist, write acceptance criteria for deliverables, or establish quality gates for a workflow. Do NOT use for software testing plans (use software development skills), failure mode analysis (use failure-mode-analysis), or risk assessment (use risk-assessment).

37 repo stars
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Dance Instructor 2 · ferroxlabs
Expert dance instruction guidance covering major styles, choreography basics, teaching methods, and performance preparation for dancers and teachers at all levels Use when the user asks about dance instructor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dance instructor or requires a different specialized skill.

37 repo stars
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Journal Prompter 2 · ferroxlabs
Journaling guide covering methods like morning pages, gratitude journals, and bullet journals, with daily prompts, reflective exercises, goal tracking, therapeutic writing techniques, and strategies for building a consistent journaling practice. Use when the user asks about journal prompter, or needs help with journaling guide covering methods like morning pages, gratitude journals, and bullet journals, with daily prompts, reflective exercises, goal tracking, therapeutic writing techniques, and strategies for building a consistent journaling practice. Do NOT use when the request requires professional specialized advice or falls outside the scope of journal prompter.

37 repo stars
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Puppetry Creator 2 · ferroxlabs
Expert puppetry guidance covering puppet design, construction methods, performance technique, and voice work for hand puppets, marionettes, rod puppets, and shadow puppets Use when the user asks about puppetry creator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of puppetry creator or requires a different specialized skill.

37 repo stars
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T Shirt Designer 2 · ferroxlabs
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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Theater Director 2 · ferroxlabs
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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Vocalist Trainer 2 · ferroxlabs
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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Chart Formatting 2 · ferroxlabs
Produces a complete chart formatting specification including axis labels, tick mark spacing, gridline density, legend placement, annotation placement, data label formatting, and title hierarchy. Eliminates chart junk while preserving the data signal. Use when the user has a chart that needs professional formatting or wants a formatting template for consistent chart styling. Do NOT use for selecting the chart type (use chart-type-selector), choosing a color palette (use color-in-data), or designing a full dashboard (use dashboard-design).

37 repo stars
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CSV Data Cleaner 2 · ferroxlabs
Quick techniques for cleaning CSV files - deduplication, normalization, encoding fixes, merging, and common data quality repairs using command-line tools and scripting. Use when the user asks about csv data cleaner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of csv data cleaner or requires a different specialized skill.

37 repo stars
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Dashboard Design 2 · ferroxlabs
Produces a complete dashboard layout specification. Defines the business questions the dashboard answers, specifies each panel (chart type, data source, title, update frequency), and maps the layout grid with sizing and positioning. Use when the user needs to design a data dashboard for monitoring metrics, KPIs, or business performance. Do NOT use for selecting a single chart type (use chart-type-selector), defining KPI metrics (use kpi-definition), or formatting individual charts (use chart-formatting).

37 repo stars
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Data Storyteller 2 · ferroxlabs
Guide for translating data analysis into compelling narratives including insight framing, presentation design, audience adaptation, and persuasive data communication techniques. Use when the user asks about data storyteller, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data storyteller or requires a different specialized skill.

37 repo stars
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Regression Guide 2 · ferroxlabs
Applies regression analysis to a business question. Sets up the regression model, interprets coefficients and p-values in plain language, checks assumption violations, and translates model output into a business recommendation. Use when the user wants to predict one variable from others or understand which factors drive an outcome. Do NOT use for simple correlation between two variables (use correlation-analysis), A/B test result interpretation (use hypothesis-testing), or chart creation (use chart-type-selector).

37 repo stars
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Data Pipeline 2 · ferroxlabs
Data pipeline orchestration expertise covering Airflow DAG design, dbt models, pipeline patterns (batch, micro-batch, streaming), dependency management, idempotency, backfill strategies, data lineage tracking, and monitoring for building reliable, observable data workflows. Use when the user asks about data pipeline, data pipeline best practices, or needs guidance on data pipeline implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Etl Architect 2 · ferroxlabs
Expert ETL pipeline design covering extract patterns (CDC, full load, incremental), transform strategies (SCD types, data cleansing), load patterns (upsert, merge), error handling, data quality checks, scheduling, and orchestration tools for building reliable data integration systems. Use when the user asks about etl architect, etl architect best practices, or needs guidance on etl 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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Audio Engineer 2 · ferroxlabs
Professional audio engineering covering recording techniques, microphone selection and placement, signal chain design, acoustic treatment, gain staging, live sound vs studio workflow, mixing console operation, monitor setup, and troubleshooting common audio problems. Use when the user asks about audio engineer 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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Color Analysis 2 · ferroxlabs
Personal color analysis guide covering the seasonal color analysis system (spring, summer, autumn, winter), skin undertone identification, complementary color recommendations, detailed palettes for each season, hair color considerations, makeup color matching, wardrobe color coordination, and color psychology. Use when the user asks about color analysis, or needs help with personal color analysis guide covering the seasonal color analysis system (spring, summer, autumn, winter), skin undertone identification, complementary color recommendations, detailed palettes for each season, hair color considerations, makeup color matching, wardrobe color coordination, and color psychology. Do NOT use when the request requires professional specialized advice or falls outside the scope of color analysis.

37 repo stars
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Data In Slides 2 · ferroxlabs
Produces chart specifications for presentation slides including chart type selection for each data comparison, simplified data optimized for presentations, and insight headlines above each chart. Uses Decision 8 chart selection logic with presentation-specific simplification. Use when the user asks to add data or charts to a presentation, visualize data in slides, or show numbers in a slide deck. Do NOT use for standalone data visualization outside presentations (use chart-type-selector), full dashboard design (use dashboard-design), or slide deck overall structure (use slide-deck-structure).

37 repo stars
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Guitar Teacher 2 · ferroxlabs
Structured guitar instruction from complete beginner through advanced levels. Covers open chords, barre chords, scale systems (pentatonic, major, minor, modes), strumming and rhythm patterns, fingerpicking techniques, song learning methodology, practice routines by skill level, tablature reading, and genre-specific techniques. Use when the user asks about guitar teacher 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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Lighting Setup 2 · ferroxlabs
Produces a lighting setup specification with key light position, modifier, fill light ratio and position, background light, and color temperature for portrait, product, and scene photography. All positions use clock-position notation relative to the subject. Use when the user asks about lighting for photography, studio lighting setup, portrait lighting, or product photography lighting. Do NOT use for camera exposure settings (use exposure-triangle), photo composition (use composition-guide), or post-processing color grading (use photo-editing-workflow).

37 repo stars
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Music Producer 2 · ferroxlabs
Complete music production guidance from DAW selection through distribution. Covers arrangement, recording, mixing (EQ, compression, reverb, panning), mastering chain, sample libraries, MIDI workflow, collaboration with artists, and releasing music on streaming platforms. Use when the user asks about music producer 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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Podcast Editor 2 · ferroxlabs
Complete podcast audio editing and production guidance covering cleanup (noise reduction, EQ, compression), editing for pacing and storytelling, music beds and sound design, intro/outro creation, loudness standards (LUFS), show notes, transcription, and the full publishing workflow from raw recording to distribution. Use when the user asks about podcast editor 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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Prototype Spec 2 · ferroxlabs
Produces an interactive prototype specification defining screen transitions, animation types, durations, easing curves, and interaction triggers in a tool-agnostic table format. Use when the user asks to define prototype interactions, specify screen transitions, document animations between states, or plan interaction flows for handoff to developers. Do NOT use for wireframing static layouts (use wireframe-specification), mapping user flows without animation detail (use user-flow-mapping), or building coded prototypes.

37 repo stars
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Skincare Guide 2 · ferroxlabs
Skincare routine advisor covering skin type assessment, basic routine building with cleanser, moisturizer, and sunscreen, ingredient guides for actives like retinol, vitamin C, hyaluronic acid, and niacinamide, product layering order, morning vs evening routines, seasonal adjustments, common concerns, and SPF importance. Use when the user asks about skincare guide, or needs help with skincare routine advisor covering skin type assessment, basic routine building with cleanser, moisturizer, and sunscreen, ingredient guides for actives like retinol, vitamin c, hyaluronic acid, and niacinamide, product layering order, morning vs evening routines, seasonal adjustments, common concerns, and spf importance. Do NOT use when the request requires professional specialized advice or falls outside the scope of skincare guide.

37 repo stars
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Sound Designer 2 · ferroxlabs
Comprehensive sound design guidance covering Foley recording, SFX creation and layering, ambient soundscape construction, game audio implementation (Wwise, FMOD), film sound design workflows, field recording techniques, sound library management, and the creative process of building sonic worlds. Use when the user asks about sound 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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Video Producer 2 · ferroxlabs
Complete video production guidance from pre-production planning through post-production delivery. Covers script breakdown, shot lists, storyboarding, equipment selection by budget, lighting setups, audio capture, editing workflow, color grading, and export settings for any format or platform. Use when the user asks about video producer 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 2 · ferroxlabs
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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Classroom Technology 2 · ferroxlabs
Navigate LMS platforms, engagement tools, accessibility features, and hybrid teaching setups to integrate technology effectively into educational environments. Use when the user asks about classroom technology, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of classroom technology or requires a different specialized skill.

37 repo stars
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Discussion Questions 2 · ferroxlabs
Creates Socratic seminar question sets across Bloom's taxonomy levels with facilitation notes for educators. Produces a complete discussion guide with opening, core, and closing questions plus facilitation strategies -- not a list of generic discussion prompts. Use when an educator asks to create discussion questions, design a Socratic seminar, prepare seminar questions, or build a discussion-based lesson. Do NOT use for assessment questions (use `assessment-design`), for student self-study questions (use `active-recall-practice`), or for full lesson plan creation (use `lesson-plan-design`).

37 repo stars
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Flashcard Generation 2 · ferroxlabs
Creates Anki-ready or paper-based Q/A flashcard pairs from provided study content. Produces specific, well-formulated cards following the minimum information principle -- one concept per card, clear question, concise answer. Use when a learner asks to create flashcards, make Anki cards, generate Q&A pairs for studying, or convert notes into flashcard format. Do NOT use for spaced repetition scheduling (use `spaced-repetition`), for practice test questions (use `active-recall-practice`), or for concept mapping (use `concept-mapping`).

37 repo stars
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Formative Assessment 2 · ferroxlabs
Creates formative assessment strategies and instruments (exit tickets, polls, think-pair-share, quick writes) for educators to check understanding during instruction. Produces ready-to-use formative assessment activities embedded within lessons -- not a guide on formative assessment theory. Use when an educator asks to create exit tickets, check-for-understanding activities, formative checks, or in-class assessment strategies for a specific lesson or topic. Do NOT use for summative assessments like tests or exams (use `summative-assessment` or `assessment-design`), for rubric creation (use `rubric-creation`), or for student self-quizzing (use `active-recall-practice`).

37 repo stars
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Science Fair Advisor 2 · ferroxlabs
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.

37 repo stars
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Summative Assessment 2 · ferroxlabs
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-assessment`), for standalone rubrics (use `rubric-creation`), or for student exam preparation (use `exam-prep-plan`).

37 repo stars
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Telehealth Navigator 2 · ferroxlabs
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.

37 repo stars
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Translation Practice 2 · ferroxlabs
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 education skill).

37 repo stars
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Tutoring Methodology 2 · ferroxlabs
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.

37 repo stars
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Arduino Engineer 2 · ferroxlabs
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.

37 repo stars
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Edge Ml Engineer 2 · ferroxlabs
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.

37 repo stars
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Sports Analyst 2 · ferroxlabs
Sports statistics and analysis tool covering fantasy sports strategy, player evaluation metrics by sport, team analysis frameworks, betting basics (educational), draft strategy, season prediction models, and historical comparisons. Use when the user asks about sports analyst, or needs help with sports statistics and analysis tool covering fantasy sports strategy, player evaluation metrics by sport, team analysis frameworks, betting basics (educational), draft strategy, season prediction models, and historical comparisons. Do NOT use when the request requires professional medical advice or falls outside the scope of sports analyst.

37 repo stars
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Stress Manager 2 · ferroxlabs
Comprehensive stress management system providing assessment tools, evidence-based coping strategies (problem-focused and emotion-focused), workplace stress solutions, burnout detection and recovery protocols, relaxation technique catalog, and time management frameworks for stress reduction. Use when the user asks about stress manager, or needs help with comprehensive stress management system providing assessment tools, evidence-based coping strategies (problem-focused and emotion-focused), workplace stress solutions, burnout detection and recovery protocols, relaxation technique catalog, and time management frameworks for stress reduction. Do NOT use when the request requires professional medical advice or falls outside the scope of stress manager.

37 repo stars
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Swimming Coach 2 · ferroxlabs
Swimming technique and training guide covering all four competitive strokes, breathing mechanics, drill progressions, pool vs open water training, workout structure, interval sets, endurance building, water safety, and program design for beginners through advanced swimmers. Use when the user asks about swimming coach, or needs help with swimming technique and training guide covering all four competitive strokes, breathing mechanics, drill progressions, pool vs open water training, workout structure, interval sets, endurance building, water safety, and program design for beginners through advanced swimmers. Do NOT use when the request requires professional medical advice or falls outside the scope of swimming coach.

37 repo stars
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Yoga Sequencer 2 · ferroxlabs
Yoga sequence builder with sequence design by level and goal, pose library with Sanskrit names, pranayama breathing exercises, sun salutation variations, class duration templates, modifications and props, and contraindications for safe practice. Use when the user asks about yoga sequencer, or needs help with yoga sequence builder with sequence design by level and goal, pose library with sanskrit names, pranayama breathing exercises, sun salutation variations, class duration templates, modifications and props, and contraindications for safe practice. Do NOT use when the request requires professional medical advice or falls outside the scope of yoga sequencer.

37 repo stars
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Aquarium Keeper 2 · ferroxlabs
Guide to freshwater aquarium keeping including tank setup, nitrogen cycle, stocking, water parameters, planted tanks, aquascaping styles, maintenance, disease prevention, and fish compatibility. Use when the user asks about aquarium keeper 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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Camping Planner 2 · ferroxlabs
Guide to camping including gear selection, campsite selection, meal planning, Leave No Trace principles, weather preparation, wildlife safety, trip planning by difficulty, and camping with children. Use when the user asks about camping planner 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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Citizen Science 2 · ferroxlabs
Guide to participating in citizen science projects including bird counting, water quality monitoring, galaxy classification, species tracking, and data collection methodology. Use when the user asks about citizen science 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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Home Electrical 2 · ferroxlabs
DIY home electrical guide covering safety fundamentals including breaker panels and testing for live wires, outlet and switch replacement, GFCI installation, light fixture swaps, guidelines for when to call a licensed electrician, wire gauge reference, and electrical code basics. Includes strong safety warnings throughout. Use when the user asks about home electrical 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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Puzzle Designer 2 · ferroxlabs
Comprehensive puzzle design as a creative hobby covering crossword construction, logic puzzle creation, escape room design, word puzzles, mechanical puzzles, difficulty calibration, testing methodology, and the craft of creating satisfying solving experiences for others. Use when the user asks about puzzle 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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Weather Station 2 · ferroxlabs
Guide to personal weather stations including selection, sensor types, proper placement, data collection, online integration, and basic weather forecasting skills. Use when the user asks about weather station 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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Cleaning System 2 · ferroxlabs
Comprehensive cleaning system with daily, weekly, monthly, and deep cleaning checklists, DIY natural cleaner recipes, room-by-room protocols, speed cleaning techniques, schedule templates, stain removal guide, and spring cleaning checklists. Use when the user asks about cleaning system, or needs help with comprehensive cleaning system with daily, weekly, monthly, and deep cleaning checklists, diy natural cleaner recipes, room-by-room protocols, speed cleaning techniques, schedule templates, stain removal guide, and spring cleaning checklists. Do NOT use when the request requires professional specialized advice or falls outside the scope of cleaning system.

37 repo stars
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Cooking Teacher 2 · ferroxlabs
Comprehensive cooking education system covering essential kitchen skills including knife techniques, heat management, seasoning principles (salt, acid, fat, heat), mother sauces, core cooking methods, food safety temperatures, and strategies for timing multiple dishes. Structured as progressive lessons from beginner to advanced. Use when the user asks about cooking teacher, or needs help with comprehensive cooking education system covering essential kitchen skills including knife techniques, heat management, seasoning principles (salt, acid, fat, heat), mother sauces, core cooking methods, food safety temperatures, and strategies for timing multiple dishes. Do NOT use when the request requires professional specialized advice or falls outside the scope of cooking teacher.

37 repo stars
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Dietary Adapter 2 · ferroxlabs
Recipe conversion system for adapting dishes to meet dietary restrictions including vegan, vegetarian, keto, paleo, gluten-free, dairy-free, nut-free, low-sodium, diabetic-friendly, halal, and kosher requirements. Features comprehensive substitution tables, nutritional impact analysis, and cross-contamination awareness. Use when the user asks about dietary adapter, or needs help with recipe conversion system for adapting dishes to meet dietary restrictions including vegan, vegetarian, keto, paleo, gluten-free, dairy-free, nut-free, low-sodium, diabetic-friendly, halal, and kosher requirements. Do NOT use when the request requires professional specialized advice or falls outside the scope of dietary adapter.

37 repo stars
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Holiday Cooking 2 · ferroxlabs
Plan and execute holiday meals including Thanksgiving with turkey methods and sides, Christmas dinner, Easter brunch, July 4th BBQ, holiday baking, dietary accommodations, detailed timeline templates, prep-ahead strategies, hosting large groups, and potluck coordination. Use when the user asks about holiday cooking, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of holiday cooking or requires a different specialized skill.

37 repo stars
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Permit Research 2 · ferroxlabs
Guides the user through the process of determining whether a home improvement project requires a building permit, how to research local requirements, and how to navigate the permit application process. Produces a research checklist and permit decision framework. Use when the user asks whether they need a permit, how to find local building codes, how to apply for a building permit, or what happens if they skip a permit. Do NOT use for commercial construction permits, zoning variance applications, or specific jurisdiction permit rules (this skill teaches the research process, not jurisdiction-specific requirements).

37 repo stars
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Pet Behaviorist 2 · ferroxlabs
Pet behavior specialist covering dog and cat body language reading, common behavioral issues such as anxiety and aggression, positive reinforcement principles, environmental enrichment, socialization guidance, separation anxiety management, and multi-pet household dynamics. Use when the user asks about pet behaviorist, or needs help with pet behavior specialist covering dog and cat body language reading, common behavioral issues such as anxiety and aggression, positive reinforcement principles, environmental enrichment, socialization guidance, separation anxiety management, and multi-pet household dynamics. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet behaviorist.

37 repo stars
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Plumbing Basics 2 · ferroxlabs
Guides homeowners through common plumbing maintenance and troubleshooting including fixing running toilets, clearing slow drains, stopping minor leaks, maintaining water heaters, and understanding when to call a plumber. Provides step-by-step repair instructions with tool lists and cost estimates. Use when the user asks about plumbing problems, drain issues, toilet repairs, water heater maintenance, or basic pipe fixes. Do NOT use for full home maintenance scheduling (use annual-home-maintenance), gas line work, sewer line replacement, or commercial plumbing systems.

37 repo stars
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Senior Pet Care 2 · ferroxlabs
Comprehensive guide for caring for aging dogs and cats covering age-related changes, mobility support, pain management, cognitive dysfunction, nutrition adjustments, veterinary screening schedules, quality of life assessment, comfort modifications, end-of-life planning, and grief support resources. Use when the user asks about senior pet care, or needs help with comprehensive guide for caring for aging dogs and cats covering age-related changes, mobility support, pain management, cognitive dysfunction, nutrition adjustments, veterinary screening schedules, quality of life assessment, comfort modifications, end-of-life planning, and grief support resources. Do NOT use when the request requires professional specialized advice or falls outside the scope of senior pet care.

37 repo stars
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Document Explainer 2 · ferroxlabs
Translates legal documents into plain language. Breaks down contracts, leases, terms of service, insurance policies, and other legal texts section by section with red flag identification and a glossary of common legal terms. Use when the user asks about document explainer, or needs help with translates legal documents into plain language. Do NOT use when the request requires professional legal advice or falls outside the scope of document explainer.

37 repo stars
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Small Claims Guide 2 · ferroxlabs
Complete guide to filing and winning in small claims court including the filing process, documentation preparation, evidence organization, court etiquette, case presentation, demand letter templates, jurisdiction limits, and judgment collection. Use when the user asks about small claims guide, or needs help with complete guide to filing and winning in small claims court including the filing process, documentation preparation, evidence organization, court etiquette, case presentation, demand letter templates, jurisdiction limits, and judgment collection. Do NOT use when the request requires professional legal advice or falls outside the scope of small claims guide.

37 repo stars
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Email Campaign 2 · ferroxlabs
Produces a completed email marketing sequence of 3-5 emails with subject lines, body copy, CTAs, and send timing using drip sequence design principles. Use when the user asks to create an email campaign, design a drip sequence, write a welcome series, build a nurture sequence, or plan automated email flows. Do NOT use for single professional email writing (use professional-email in writing), full campaign planning across channels (use campaign-planning), or cold outreach sales emails (use cold-outreach-sequence).

37 repo stars
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Merch Designer 2 · ferroxlabs
Print-on-demand and merchandise design expertise covering design principles for physical products, platform selection, mockup creation, fulfillment logistics, pricing strategy, product line planning, and brand-aligned merchandise that fans actually want to buy and wear. Use when the user asks about merch 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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Tiktok Creator 2 · ferroxlabs
Short-form video mastery covering hook techniques, trending format adaptation, hashtag strategy, posting schedule optimization, algorithm understanding, cross-posting workflows, brand deal acquisition, and TikTok Shop integration. Use when the user asks about tiktok 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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House Flipper 2 · ferroxlabs
Expert guidance for residential property flipping including acquisition strategies (MLS, auctions, wholesalers), renovation scope assessment, contractor management, budget tracking using the 70% rule, timeline planning, After Repair Value (ARV) calculation, and selling strategy for maximum profit. Use when the user asks about house flipper 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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Tax Assistant 2 · ferroxlabs
Tax preparation support covering common deductions, tax bracket explanations, W-2 vs 1099 differences, estimated tax payments, tax-advantaged accounts (HSA, FSA, 529), filing status optimization, record-keeping requirements, and deadline calendars. Use when the user asks about tax assistant, or needs help with tax preparation support covering common deductions, tax bracket explanations, w-2 vs 1099 differences, estimated tax payments, tax-advantaged accounts (hsa, fsa, 529), filing status optimization, record-keeping requirements, and deadline calendars. Do NOT use when the request requires professional financial advice or falls outside the scope of tax assistant.

37 repo stars
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Bayesian Reasoner 2 · ferroxlabs
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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Cynefin Navigator 2 · ferroxlabs
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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Eisenhower Matrix 2 · ferroxlabs
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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Pricing Architect 2 · ferroxlabs
Synthesizes Value-based pricing, Cost-plus pricing, Competitive pricing, Freemium models, and Willingness-to-pay research into The Price Architecture Framework - a systematic approach to setting prices that capture value and grow revenue. Use when the user asks about pricing architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pricing architect or requires a different specialized skill.

37 repo stars
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API Security Engineer 2 · ferroxlabs
API security expertise covering OWASP API Security Top 10, API authentication and authorization patterns, API key management, rate limiting and throttling, JWT security best practices, OAuth 2.0 implementation, input validation, API gateway hardening, API inventory management, and security testing for protecting APIs from abuse and exploitation. Use when the user asks about api security engineer, api security engineer best practices, or needs guidance on api security 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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Password Audit Runner 2 · ferroxlabs
Systematic process to audit, identify weak passwords, check for breaches, update credentials, and establish a secure password management workflow. Use when the user asks about password audit runner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of password audit runner or requires a different specialized skill.

37 repo stars
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Supply Chain Security 2 · ferroxlabs
Software supply chain security expertise covering SBOM generation and analysis, dependency vulnerability scanning, Sigstore signing and verification, SLSA framework compliance, artifact provenance, build integrity, package manager security, container image signing, and CI/CD pipeline hardening for establishing trust in the software delivery process. Use when the user asks about supply chain security, supply chain security best practices, or needs guidance on supply chain security 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 Idioms 2 · ferroxlabs
Teaches expert-level Go idiomatic patterns: error returns, interface design, embedding, functional options pattern, table-driven design, and effective use of the standard library. Use when the user asks about Go idioms, interface design, embedding, functional options, error returns, Go best practices, standard library. Do NOT use when the user asks about Go project setup (use `go-project-setup`), Go concurrency (use `go-concurrency-patterns`), Go error handling (use `go-error-handling`).

37 repo stars
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Solar Evaluator 2 · ferroxlabs
Comprehensive guide for evaluating residential solar energy systems including system sizing calculations, roof assessment, net metering policies, ROI analysis with payback period calculation, installer comparison framework, federal and state incentives (ITC, SRECs), battery storage considerations, financing options, and ongoing maintenance requirements. Use when the user asks about solar evaluator, or needs help with comprehensive guide for evaluating residential solar energy systems including system sizing calculations, roof assessment, net metering policies, roi analysis with payback period calculation, installer comparison framework, federal and state incentives (itc, srecs), battery storage considerations, financing options, and ongoing maintenance requirements. Do NOT use when the request requires professional specialized advice or falls outside the scope of solar evaluator.

37 repo stars
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Chaos Engineer 2 · ferroxlabs
Chaos engineering expert covering steady state hypothesis definition, fault injection techniques, game day planning and execution, blast radius management, resilience testing patterns, failure mode analysis, and progressive chaos maturity from development through production environments. Use when the user asks about chaos engineer, chaos engineer best practices, or needs guidance on chaos 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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HTML Semantics 2 · ferroxlabs
Guides expert-level html semantics implementation: html-css and web-development decision frameworks, production-ready patterns, and concrete templates for html semantics workflows. Use when the user asks about html semantics, html semantics configuration, or html-css best practices for html projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Htmx Developer 2 · ferroxlabs
HTMX development expertise covering hypermedia-driven application patterns, progressive enhancement, server-side rendering integration, HTMX attributes and extensions, partial page updates, form handling, real-time features, and migration from SPA frameworks. Use when the user asks about htmx developer, htmx developer best practices, or needs guidance on htmx 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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Svelte Builder 2 · ferroxlabs
Expert guidance for building applications with Svelte 5 and SvelteKit, covering runes reactivity, component patterns, stores, SSR/SSG, and production deployment. Use when the user asks about svelte builder, svelte builder best practices, or needs guidance on svelte builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Web Components 2 · ferroxlabs
Expert guidance for building custom elements with shadow DOM, lifecycle callbacks, slots, form participation, and framework interoperability patterns. Use when the user asks about web components, web components best practices, or needs guidance on web components 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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Board Update Narrative 2 · ferroxlabs
Writes board-level narrative updates that complement financial reports with strategic context, competitive positioning, key risks, and forward-looking guidance for board of directors audiences. Use when the user needs to write a board update, board meeting narrative, or director-level briefing. Do NOT use for stakeholder updates to management (use `stakeholder-update`), investor emails (use `investor-update-email`), or full business reports (use `business-report`).

37 repo stars
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Childrens Book Creator 2 · ferroxlabs
Complete guide to creating children's books across all age categories, from board books through young adult, covering age-appropriate writing, illustration briefs, page count conventions, readability levels, themes by age, and submission guidelines. Use when the user asks about childrens book 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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Citizen Science Leader 2 · ferroxlabs
Designing and managing citizen science projects with rigorous data collection protocols, effective volunteer recruitment and engagement, quality assurance methods, and pathways to meaningful scientific contribution. Use when the user asks about citizen science leader, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of citizen science leader or requires a different specialized skill.

37 repo stars

4,845 published skills · page 22 of 49