FerroxLabs

@ferroxlabs source repo

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

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Songwriting Coach · ferroxlabs bundle
Expert songwriting guidance covering song structure, melody craft, lyric writing, co-writing techniques, demo recording, and navigating the music publishing landscape. Use when the user asks about songwriting coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of songwriting coach or requires a different specialized skill.

37 repo stars
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Source Evaluation · ferroxlabs bundle
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 citation formatting (use `citation-management`), or for writing about sources (use `annotated-bibliography`).

37 repo stars
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Spaced Repetition · ferroxlabs bundle
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-generation`), for general study planning (use `study-plan`), or for exam-specific preparation (use `exam-prep-plan`).

37 repo stars
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Sqlite Specialist · ferroxlabs bundle
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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Start Freelancing · ferroxlabs bundle
Guides the user through launching a freelance practice from rate calculation through client acquisition, chaining 6 atomic skills covering pricing, proposals, contracts, portfolio, outreach, and onboarding. Handles decision points for full-time vs. side hustle, generalist vs. specialist positioning, and platform-based vs. direct client acquisition. Use when the user wants to start freelancing or consulting in their skill area. Do NOT use for finding traditional employment (use land-new-job workflow), negotiating a raise at a current employer (use negotiate-raise workflow), or switching to a completely new career field (use switch-careers workflow).

37 repo stars
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Strategic Roadmap · ferroxlabs bundle
Produces a narrative and visual-ready strategic roadmap using horizon planning with 3-5 time-bounded phases, strategic themes, milestones, and resource allocation. Use when the user asks to create a strategic roadmap, plan multi-year strategy, structure long-term business goals, or define a phased growth plan with milestones. Do NOT use for product feature roadmap (use product-roadmap in product management), quarterly OKR setting (use okr-setting), or business plan with financial projections (use business-plan).

37 repo stars
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Swiftui Developer · ferroxlabs bundle
Expert SwiftUI development covering declarative UI composition, state management with Observable, NavigationStack routing, custom animations, async/await data loading, accessibility, platform-adaptive layouts, and production architecture patterns for iOS, iPadOS, macOS, watchOS, and visionOS. Use when the user asks about swiftui developer, swiftui developer best practices, or needs guidance on swiftui 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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Tailwind Designer · ferroxlabs bundle
Tailwind CSS design system expertise covering custom theme configuration, component extraction, responsive design patterns, dark mode, animation utilities, plugin development, integration with component libraries, and JIT optimization. Use when the user asks about tailwind designer, tailwind designer best practices, or needs guidance on tailwind designer 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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Team Sports Coach · ferroxlabs bundle
Team sports coaching guide covering coaching philosophy, practice planning, game strategy, player development, communication skills, age-appropriate training, team building, in-game management, parent relations, and season planning for volunteer and youth coaches across major team sports. Use when the user asks about team sports coach, or needs help with team sports coaching guide covering coaching philosophy, practice planning, game strategy, player development, communication skills, age-appropriate training, team building, in-game management, parent relations, and season planning for volunteer and youth coaches across major team sports. Do NOT use when the request requires professional medical advice or falls outside the scope of team sports coach.

37 repo stars
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Technical Blogger · ferroxlabs bundle
Technical blog writing expert covering blog post structure, headline optimization, code example design, SEO for tech blogs, audience targeting, content calendar, distribution strategy, measuring engagement, and evergreen vs timely content. Use when the user asks about technical blogger, technical blogger best practices, or needs guidance on technical blogger 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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Tile Installation · ferroxlabs bundle
Guides the user through tile installation from layout planning through grouting, covering substrate preparation, mortar selection, cutting techniques, and when to hire a professional. Produces a project plan with material list, time estimates, and step-by-step instructions. Use when the user asks about installing tile, tiling a floor or wall, choosing mortar or grout, tile layout planning, or whether a tile project is DIY-appropriate. Do NOT use for selecting flooring type (use flooring-selection instead), removing existing tile, or heated floor installation under tile.

37 repo stars
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True Crime Writer · ferroxlabs bundle
Complete true crime writing guide covering research methodology, FOIA requests, interview techniques, ethical considerations, victim sensitivity, narrative structure, fact-checking protocols, and legal liability awareness. Use when the user asks about true crime writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of true crime writer or requires a different specialized skill.

37 repo stars
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Tutoring Business · ferroxlabs bundle
Complete guide to building a tutoring business covering subject positioning, pricing tiers, online versus in-person delivery, curriculum development, parent communication, scheduling systems, scaling strategies, and marketing to schools and organizations. Use when the user asks about tutoring business or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Typography Master · ferroxlabs bundle
Comprehensive typography guide covering font classification and pairing, typographic hierarchy, readability and legibility principles, responsive typography, variable fonts, type in branding, web typography implementation, and developing a professional eye for type. Use when the user asks about typography master 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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Typography System · ferroxlabs bundle
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 · ferroxlabs bundle
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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User Story Writer · ferroxlabs bundle
Expert in user story creation using the As a/I want/So that format, INVEST criteria, story splitting techniques, acceptance criteria patterns, edge case identification, story mapping, epic decomposition, and definition of ready. Use when the user asks about user story writer, user story writer best practices, or needs guidance on user story 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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Value Proposition · ferroxlabs bundle
Produces a structured value proposition using the Value Proposition Canvas framework, mapping customer jobs, pains, and gains to product features, pain relievers, and gain creators. Use when the user asks to define their value proposition, articulate why customers should buy, create a positioning statement, or map product benefits to customer needs. Do NOT use for brand positioning statement (use brand-positioning), full business plan (use business-plan), or customer persona development (use customer-persona).

37 repo stars
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Vendor Evaluation · ferroxlabs bundle
Produces a vendor evaluation scorecard with weighted criteria, scoring guide, vendor comparison, and recommendation using weighted scoring methodology. Use when the user asks to evaluate vendors, compare suppliers, build a vendor selection scorecard, create an RFP evaluation matrix, or make a structured vendor selection decision. Do NOT use for competitive market analysis (use competitive-analysis), partnership agreement structuring (use partnership-agreement-outline), or procurement contract review (requires legal review).

37 repo stars
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Watercolor Basics · ferroxlabs bundle
Teaches beginner watercolor painting techniques: wet-on-wet and wet-on-dry application methods, flat, graded, and variegated washes, value studies using a single color, color mixing fundamentals, and common mistake prevention. Includes a materials checklist and a technique sequence building from basic washes to a first complete painting. Use when the user wants to start watercolor painting, asks about wash techniques, watercolor materials, or color mixing with watercolors. Do NOT use for drawing fundamentals (use drawing-fundamentals-beginner), oil or acrylic painting techniques, or professional illustration.

37 repo stars
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Web3 Dapp Builder · ferroxlabs bundle
Decentralized application development expertise covering frontend-blockchain integration, wallet connection (RainbowKit, ConnectKit), transaction handling with viem and ethers.js, smart contract interaction patterns, state management for on-chain data, event indexing, error handling, testing strategies, and production deployment for web3 frontends. Use when the user asks about web3 dapp builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of web3 dapp builder or requires a different specialized skill.

37 repo stars
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Win Loss Analysis · ferroxlabs bundle
Produces a structured win/loss analysis with deal factors, pattern identification, and improvement actions using deal analysis methodology. Use when the user asks to create a win/loss review, analyze why deals were won or lost, build a deal analysis template, review sales outcomes, or identify patterns in closed deals to improve win rates. Do NOT use for pipeline review or forecasting (use pipeline-review), competitive analysis at the market level (use competitive-analysis), or customer churn analysis (use operations metrics).

37 repo stars
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Workflow Designer · ferroxlabs bundle
Workflow automation expertise covering n8n, Zapier, and Temporal patterns, workflow state machines, compensation and saga patterns, human-in-the-loop workflows, parallel execution, conditional branching, retry policies, workflow versioning, and monitoring strategies. Use when the user asks about workflow designer, workflow designer best practices, or needs guidance on workflow designer 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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Youth Study Coach · ferroxlabs bundle
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.

37 repo stars
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Zapier Power User · ferroxlabs bundle
Expert Zapier automation covering multi-step zap design, filters and paths for conditional logic, formatter utilities, webhook triggers and actions, code steps with JavaScript and Python, transfer and tables for data management, error handling, team collaboration, and optimization strategies for high-volume automation. Use when the user asks about zapier power user, zapier power user best practices, or needs guidance on zapier power user 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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Create Verification Skill · ferroxlabs bundle
Create one reviewed skill that teaches a bot how to launch, drive, and verify a specific app or project. Use only when the user explicitly asks for a verification skill.

37 repo stars
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Academic Integrity · ferroxlabs bundle
Teaches learners paraphrasing, quotation, attribution, and plagiarism avoidance skills for academic writing. Produces practice exercises and self-checks for maintaining academic integrity -- not a policy document. Use when a learner asks about avoiding plagiarism, learning to paraphrase, understanding citation requirements, or practicing attribution in academic writing. Do NOT use for citation format specifics (use `citation-management`), for writing the paper itself (use writing category skills), or for institutional policy questions (refer to their institution).

37 repo stars
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AI Image Upscaling · ferroxlabs bundle
Produces AI image upscaling and detail enhancement specifications for Midjourney upscale variants, DALL-E edit mode, and Stable Diffusion img2img with model-specific parameters. Use when the user asks to upscale an AI-generated image, enhance detail, increase resolution, or improve quality of an existing AI image. Do NOT use for initial image generation (use model-specific prompting skills), style transfer (use ai-image-style-transfer), or prompt debugging (use ai-image-prompt-debugging).

37 repo stars
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AI Safety Engineer · ferroxlabs bundle
AI safety and alignment engineering covering guardrail implementation, red teaming methodologies, content filtering pipelines, output validation, prompt injection defense, toxicity detection, bias mitigation, and responsible deployment practices for LLM-powered systems. Use when the user asks about ai safety engineer, ai safety engineer best practices, or needs guidance on ai safety 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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Analytics Engineer · ferroxlabs bundle
Analytics engineering expertise covering dbt best practices, metrics layer design, semantic modeling, dashboard design principles, KPI definition, A/B test analysis, cohort analysis, funnel analysis, retention analysis, and SQL style guide for building trusted, well-documented analytical systems. Use when the user asks about analytics engineer, analytics engineer best practices, or needs guidance on analytics 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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Animation Designer · ferroxlabs bundle
Web animation expertise covering CSS animations and transitions, Web Animations API, Framer Motion, GSAP, scroll-driven animations, layout animations, spring physics, reduce-motion preferences, and performance budgets. Use when the user asks about animation designer, animation designer best practices, or needs guidance on animation designer 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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Applied Philosophy · ferroxlabs bundle
Practical guide to applying Stoic, Existentialist, and Pragmatist philosophy to daily life, featuring structured exercises, journaling practices, decision-making frameworks, mindset techniques, and reading pathways for integrating philosophical wisdom into personal growth and everyday challenges. Use when the user asks about applied philosophy, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of applied philosophy or requires a different specialized skill.

37 repo stars
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Astronomy Observer · ferroxlabs bundle
Guide to observational astronomy including telescope selection, finding celestial objects, astrophotography basics, dark sky observing, and connecting with the astronomy community. Use when the user asks about astronomy observer 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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Audiobook Producer · ferroxlabs bundle
Complete audiobook production guide covering narration preparation, home studio setup, recording technique, editing and mastering to ACX standards, distribution through ACX, Findaway Voices, and Author's Republic, marketing strategies, and royalty structures for self-published and traditionally published authors. Use when the user asks about audiobook 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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Birdwatching Guide · ferroxlabs bundle
Guide to birdwatching including binocular selection, field guide usage, identification by sight and sound, habitat awareness, eBird recording, photography, backyard birding, and life list management. Use when the user asks about birdwatching 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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Board Game Creator · ferroxlabs bundle
Complete board game design guide covering mechanic selection (worker placement, deck building, area control, etc.), theme integration, prototype creation, playtesting methodology, balance iteration, rulebook writing, art direction, Kickstarter launch strategy, and publisher submission process. Use when the user asks about board game 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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Build Comic Series · ferroxlabs bundle
End-to-end workflow for creating a multi-issue comic book series from concept development through scripting, art production, lettering, and publishing. Covers series planning, comic scripting, sequential art, digital production pipelines, lettering conventions, and distribution through webcomic platforms, print-on-demand, and crowdfunding. Use when the user wants to build comic series 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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Caching Strategies · ferroxlabs bundle
Guides expert-level caching strategies implementation: optimization and database decision frameworks, production-ready patterns, and concrete templates for caching strategies workflows. Use when the user asks about caching strategies, caching strategies configuration, or backend best practices for caching 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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Caching Strategist · ferroxlabs bundle
Caching architecture expertise covering cache-aside, write-through, write-behind, read-through patterns, TTL strategies, cache invalidation, CDN caching, application caching, database query caching, distributed caching, and cache warming. Use when the user asks about caching strategist, caching strategist best practices, or needs guidance on caching strategist 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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Calendar Optimizer · ferroxlabs bundle
Strategic calendar management covering time blocking, meeting reduction strategies, energy-based scheduling, buffer time design, focus blocks, calendar audits, tool integration, and time tracking for maximum productivity and work-life balance. Use when the user asks about calendar optimizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of calendar optimizer or requires a different specialized skill.

37 repo stars
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Case Study Writing · ferroxlabs bundle
Writes customer case studies in challenge/solution/results format with quantified outcomes, pull quotes, and a narrative arc that demonstrates business value. Use when the user wants to write a case study, customer success story, or client testimonial document. Do NOT use for white papers (use `white-paper-writing`), blog posts (use `blog-post-writing`), or business proposals (use `business-proposal`).

37 repo stars
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Certification Prep · ferroxlabs bundle
Creates professional certification exam preparation plans with domain coverage, time allocation, practice resources, and study strategies calibrated to the specific certification's exam format and weighting. Use when a professional asks to prepare for a certification exam (PMP, AWS, CPA, CISSP, etc.), create a cert study plan, or strategize for a professional exam. Do NOT use for academic exam preparation (use `exam-prep-plan`), for general skill building (use `learning-path`), or for language proficiency exams (use `language-level-assessment`).

37 repo stars
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Chemistry Explorer · ferroxlabs bundle
Guide to safe home chemistry experiments including crystal growing, pH indicators, electrochemistry, with strong safety protocols and age-appropriate experiment recommendations. Use when the user asks about chemistry explorer 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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Citation Reference · ferroxlabs bundle
Formats citations and reference lists in APA, MLA, Chicago, or IEEE style with precise adherence to each style's rules. Converts between styles and checks citation accuracy. Use when the user asks to format citations, create a reference list, convert citation styles, or check citation formatting against a specific style guide. Do NOT use for literature review writing (use literature-review), paper structure (use research-paper-structure), or general editing (use copy-editing).

37 repo stars
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Classroom Activity · ferroxlabs bundle
Designs engaging classroom activities with clear objectives, step-by-step procedures, timing, materials lists, and debrief questions for educators. Produces a complete activity guide that a teacher can implement directly -- not a list of activity ideas. Use when an educator asks to design a classroom activity, create an engaging exercise, build a hands-on learning experience, or plan an interactive lesson component. Do NOT use for full lesson plans (use `lesson-plan-design`), for discussion-only activities (use `discussion-questions`), or for online course modules (use `online-course-design`).

37 repo stars
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Clickhouse Analyst · ferroxlabs bundle
ClickHouse columnar OLAP expert covering table engine selection (MergeTree family), materialized views, aggregating merge trees, data sharding and replication, query optimization for analytical workloads, data ingestion patterns, and partition management for high-performance analytics. Use when the user asks about clickhouse analyst, clickhouse analyst best practices, or needs guidance on clickhouse analyst implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Co Parenting Guide · ferroxlabs bundle
Support separated or divorced parents in building effective co-parenting relationships through communication strategies including the BIFF method, scheduling tools, maintaining consistency between homes, handling disagreements, parallel parenting for high-conflict situations, holiday management, introducing new partners, and keeping children out of the middle. Sensitive and neutral tone throughout. Use when the user asks about co parenting guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of co parenting guide or requires a different specialized skill.

37 repo stars
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Cocktail Bartender · ferroxlabs bundle
Master the art of cocktail making with 20 essential classic recipes, core techniques including shaking, stirring, muddling, and expressing, essential equipment, spirit categories, ice science, garnish craft, home bar setup by budget, batching for parties, non-alcoholic alternatives, and seasonal drink creation. Use when the user asks about cocktail bartender, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cocktail bartender or requires a different specialized skill.

37 repo stars
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Comic Book Creator · ferroxlabs bundle
Complete comic book creation guidance covering panel layout, sequential storytelling, character design, lettering, page composition, script formatting, inking techniques, coloring approaches, and distribution options for both print and digital publication. Use when the user asks about comic 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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Compliance Checker · ferroxlabs bundle
Compliance framework audit expertise covering SOC 2 Type II controls, GDPR technical requirements, HIPAA security rule, PCI DSS for developers, ISO 27001 controls, audit evidence collection, compliance-as-code, and continuous compliance monitoring for meeting regulatory and industry security standards. Use when the user asks about compliance checker, compliance checker best practices, or needs guidance on compliance checker 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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Content Repurposer · ferroxlabs bundle
One-to-many content strategy covering blog to video to podcast to social to newsletter adaptation, format-specific optimization, platform scheduling, and automation tools for maximum content leverage from minimum creation effort. Use when the user asks about content repurposer 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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Content Strategist · ferroxlabs bundle
Becomes a senior content strategist who audits existing content, develops brand voice guidelines, designs editorial calendars, maps content to user journeys, and plans distribution strategies. Use when the user needs content audits, voice and tone guides, editorial calendar templates, channel strategy matrices, or content performance frameworks. Use for aligning content to business objectives. Do NOT use when the user needs to write individual blog posts, design graphics, or build email automation systems.

37 repo stars
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Contest Strategist · ferroxlabs bundle
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.

37 repo stars
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Cooking Techniques · ferroxlabs bundle
Teaches fundamental cooking techniques with specific temperature ranges, timing guidelines, and visual/auditory cues for doneness. Covers saute, roast, braise, poach, steam, grill, and pan-sear with step-by-step instructions and the science behind each method. Use when the user asks about cooking methods, temperature guidelines, when to use each technique, or how to improve their cooking fundamentals. Do NOT use for specific recipes (use one-pot-meals or meal-prep-workflow), baking (use baking-fundamentals), or knife technique (use knife-skills).

37 repo stars
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Credit Score Guide · ferroxlabs bundle
Credit score improvement guidance covering FICO score components, credit utilization optimization, dispute processes, credit monitoring, authorized user strategy, credit building for beginners, score damage avoidance, and score simulation scenarios. Use when the user asks about credit score guide, or needs help with credit score improvement guidance covering fico score components, credit utilization optimization, dispute processes, credit monitoring, authorized user strategy, credit building for beginners, score damage avoidance, and score simulation scenarios. Do NOT use when the request requires professional financial advice or falls outside the scope of credit score guide.

37 repo stars
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Csharp Performance · ferroxlabs bundle
Guides advanced .NET performance optimization: Span<T> and Memory<T> usage, BenchmarkDotNet, allocation profiling with dotMemory, source generators, and high-performance patterns. Use when the user asks about C# performance, Span, Memory, BenchmarkDotNet, allocation profiling, source generators, high-performance .NET. Do NOT use when the user asks about C# async (use `csharp-async-patterns`), C# modern idioms (use `csharp-modern-idioms`), general performance testing (use `performance-testing`).

37 repo stars
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Curriculum Mapping · ferroxlabs bundle
Designs complete curriculum maps and unit sequences for a course or academic year, aligning standards to units, sequencing learning progressions, and planning assessment checkpoints. Produces a filled-in curriculum document for educators -- not a guide on what curriculum mapping is. Use when an educator asks to map a curriculum, design a course sequence, plan a semester or year of instruction, or align standards across units. Do NOT use for single lesson plans (use `lesson-plan-design`), individual assessment creation (use `assessment-design`), or student study plans (use `study-plan`).

37 repo stars
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Dashboard Designer · ferroxlabs bundle
Guide for designing effective analytical dashboards using Metabase, Grafana, and Looker including design principles, KPI selection, layout patterns, interactivity, and stakeholder-driven dashboard strategy. Use when the user asks about dashboard designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dashboard designer or requires a different specialized skill.

37 repo stars
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Data Catalog Setup · ferroxlabs bundle
Produces a data catalog structure with table documentation templates, column-level lineage format, and governance tagging taxonomy. Outputs a complete catalog specification for organizing and discovering data assets across an organization. Use when the user asks to set up a data catalog, document their data assets, create a data dictionary, or establish data governance metadata standards. Do NOT use for data schema design (use data-schema-design), data quality rule definitions (use data-quality-rules), or ETL pipeline documentation (use etl-pipeline-design).

37 repo stars
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Data Quality Rules · ferroxlabs bundle
Produces a data quality rule set defining completeness, validity, consistency, accuracy, and uniqueness rules for each field in a dataset. Includes threshold values and alert conditions for automated monitoring. Use when the user asks to define data quality checks, set up data validation rules, create a data quality framework, or establish thresholds for data integrity monitoring. Do NOT use for spreadsheet-level input validation (use data-validation-setup), ETL pipeline design (use etl-pipeline-design), or data cleaning operations (use data-cleaning-protocol).

37 repo stars
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Data Schema Design · ferroxlabs bundle
Produces a relational or dimensional data schema with entities, attributes, data types, keys, relationships, normalization decisions with rationale, and a schema diagram description. Outputs a complete schema specification ready for implementation. Use when the user asks to design a database schema, define tables and relationships, model data entities, or plan a data structure for a new system or analytics layer. Do NOT use for data warehouse star/snowflake design (use data-warehouse-design), ETL pipeline logic (use etl-pipeline-design), or application code database migrations (that is software engineering).

37 repo stars
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Database Architect · ferroxlabs bundle
Database schema design expertise covering normalization, denormalization strategies, indexing, query optimization, partitioning, connection pooling, migration management, multi-tenancy patterns, and read replicas. Use when the user asks about database architect, database architect best practices, or needs guidance on database 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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Decluttering Coach · ferroxlabs bundle
Systematic decluttering using KonMari and other methods, room-by-room approaches, digital decluttering, maintenance systems, and mindset shifts for lasting organization. Use when the user asks about decluttering coach, or needs help with systematic decluttering using konmari and other methods, room-by-room approaches, digital decluttering, maintenance systems, and mindset shifts for lasting organization. Do NOT use when the request requires professional specialized advice or falls outside the scope of decluttering coach.

37 repo stars
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Dependency Manager · ferroxlabs bundle
Dependency management expert covering version strategies, vulnerability scanning, update workflows, breaking change detection, monorepo dependencies, and license compliance. Use when the user asks about dependency manager, dependency manager best practices, or needs guidance on dependency manager 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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Developer Advocate · ferroxlabs bundle
Developer relations strategy expert covering DevRel program design, technical content creation, community building, conference speaking strategy, developer experience (DX) improvement, metrics and measurement, developer journey mapping, and advocacy program scaling. Use when the user asks about developer advocate, developer advocate best practices, or needs guidance on developer advocate 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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Devsecops Engineer · ferroxlabs bundle
Security integration in CI/CD pipelines covering SAST and DAST tooling, container image scanning, dependency vulnerability auditing, infrastructure-as-code security scanning, secret detection, security gates with policy-as-code, compliance automation, supply chain security, and developer security enablement. Use when the user asks about devsecops engineer, devsecops engineer best practices, or needs guidance on devsecops 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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Document Explainer · ferroxlabs bundle
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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Drone Photographer · ferroxlabs bundle
Expert drone photography guidance covering regulations, flight planning, aerial composition techniques, and camera settings for stunning aerial imagery Use when the user asks about drone photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of drone photographer or requires a different specialized skill.

37 repo stars
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Dropshipping Guide · ferroxlabs bundle
Complete guide to building a dropshipping business covering product research methodology, supplier vetting processes, store setup, advertising strategy, margin calculations, customer service operations, returns handling, and scaling techniques. Use when the user asks about dropshipping 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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Dynamodb Architect · ferroxlabs bundle
Amazon DynamoDB expert covering single-table design, partition key strategies, GSI and LSI patterns, capacity modes (on-demand vs provisioned), DynamoDB Streams, transactions, TTL, DAX caching, and access pattern-driven data modeling for NoSQL at scale. Use when the user asks about dynamodb architect, dynamodb architect best practices, or needs guidance on dynamodb 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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E2e Test Architect · ferroxlabs bundle
End-to-end test automation expertise covering Playwright and Cypress patterns, page object model design, test selector strategies (data-testid), wait strategies for asynchronous content, screenshot comparison, parallel execution, flaky test management, CI integration, and comprehensive test reporting. Use when the user asks about e2e test architect, e2e test architect best practices, or needs guidance on e2e test 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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Eco Travel Planner · ferroxlabs bundle
Plan low-carbon travel itineraries with eco-lodges, carbon offsets, responsible tourism practices, and sustainable transportation options. Use when the user asks about eco travel planner, or needs help with plan low-carbon travel itineraries with eco-lodges, carbon offsets, responsible tourism practices, and sustainable transportation options. Do NOT use when the request requires professional specialized advice or falls outside the scope of eco travel planner.

37 repo stars
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Editorial Calendar · ferroxlabs bundle
Creates 30 or 90-day editorial calendars with content themes, formats, publish dates, and keyword targets for content marketing programs. Use when the user needs a content calendar, content schedule, publishing plan, or editorial plan. Do NOT use for individual content briefs (use `content-brief`), content auditing (use `content-audit`), or writing actual content pieces (use `blog-post-writing`).

37 repo stars
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Email Productivity · ferroxlabs bundle
Email management mastery covering Inbox Zero methodology, filter and label systems, template libraries, batch processing workflows, unsubscribe strategies, email scheduling, follow-up tracking, and tool recommendations for reclaiming time from email. Use when the user asks about email productivity, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of email productivity or requires a different specialized skill.

37 repo stars
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Embedding Engineer · ferroxlabs bundle
Vector embedding specialist covering embedding model comparison, dimensionality reduction, similarity metrics (cosine, euclidean, dot product), embedding fine-tuning, multi-modal embeddings, embedding visualization, and index optimization. Use when the user asks about embedding engineer, embedding engineer best practices, or needs guidance on embedding 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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Ergonomics Advisor · ferroxlabs bundle
Comprehensive workspace ergonomics guide covering desk setup optimization, monitor placement, chair adjustment, keyboard and mouse positioning, posture correction, repetitive strain injury prevention, standing desk transitions, and equipment recommendations for home and office environments. Use when the user asks about ergonomics advisor, or needs help with comprehensive workspace ergonomics guide covering desk setup optimization, monitor placement, chair adjustment, keyboard and mouse positioning, posture correction, repetitive strain injury prevention, standing desk transitions, and equipment recommendations for home and office environments. Do NOT use when the request requires professional medical advice or falls outside the scope of ergonomics advisor.

37 repo stars
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Etsy Shop Launcher · ferroxlabs bundle
Complete guide to launching and scaling an Etsy shop, covering listings optimization, SEO, product photography, shipping strategy, and pricing for profitability. Use when the user asks about etsy shop launcher, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of etsy shop launcher or requires a different specialized skill.

37 repo stars
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Evacuation Planner · ferroxlabs bundle
Evacuation route planning, meeting point selection, document preparation, pet evacuation, vehicle readiness, and step-by-step guidance for creating a comprehensive household evacuation plan Use when the user asks about evacuation planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of evacuation planner or requires a different specialized skill.

37 repo stars
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Event Photographer · ferroxlabs bundle
Expert event photography guidance covering weddings, corporate events, candid techniques, and delivery workflows for comprehensive event documentation Use when the user asks about event photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of event photographer or requires a different specialized skill.

37 repo stars
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Exercise Form Cues · ferroxlabs bundle
Provides detailed technique cues for major compound exercises including squat, deadlift, bench press, row, and overhead press with setup checklists, common fault identification, and corrective cue sequences. Produces a form reference card for each requested exercise. Use when the user asks about proper form for compound lifts, technique cues for squats, deadlifts, bench press, or rows, or common form mistakes and corrections. Do NOT use for programming sets, reps, or training plans (use strength training skills), yoga or stretching technique (use yoga or stretching skills), or rehabilitation exercises (consult a physical therapist).

37 repo stars
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Exit Your Business · ferroxlabs bundle
Guided workflow for business owners planning an exit, from business valuation and preparation through marketing the business, negotiating the sale, and managing the transition. Covers sale to a third party, management buyout, and succession planning. Use when the user wants to exit your business or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

37 repo stars
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Festival Organizer · ferroxlabs bundle
Complete guide to organizing festivals and multi-day events covering permits and regulations, lineup and programming curation, vendor management, safety and security planning, marketing and promotion, ticketing strategy, volunteer management, and weather contingency planning. Use when the user asks about festival organizer 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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Firmware Developer · ferroxlabs bundle
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.

37 repo stars
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Fitness Periodizer · ferroxlabs bundle
Synthesizes Progressive Overload, Periodization, NASM OPT model, Starting Strength principles, and Conjugate Method concepts into The Adaptive Training System - a framework for designing structured, progressive fitness programs for any goal and experience level. Use when the user asks about fitness periodizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of fitness periodizer or requires a different specialized skill.

37 repo stars
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Flooring Selection · ferroxlabs bundle
Compares flooring types (hardwood, LVP, laminate, tile, carpet) across traffic durability, moisture resistance, budget, DIY-ability, and maintenance requirements. Produces a scored comparison matrix with a recommendation based on the user's room conditions and priorities. Use when the user asks about choosing flooring, comparing flooring options, flooring for specific rooms, or the best floor type for their situation. Do NOT use for flooring installation instructions (use tile-installation for tile, or general DIY guidance), subfloor repair, or commercial flooring specifications.

37 repo stars
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Freelancer Toolkit · ferroxlabs bundle
Complete freelancer business management guide covering rate setting, contract templates, invoice creation, client acquisition, portfolio building, time tracking, tax considerations including quarterly payments and deductions, scope creep prevention, and client communication templates. Use when the user asks about freelancer toolkit, or needs help with complete freelancer business management guide covering rate setting, contract templates, invoice creation, client acquisition, portfolio building, time tracking, tax considerations including quarterly payments and deductions, scope creep prevention, and client communication templates. Do NOT use when the request requires professional specialized advice or falls outside the scope of freelancer toolkit.

37 repo stars
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Frontend Developer · ferroxlabs bundle
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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Furniture Restorer · ferroxlabs bundle
Comprehensive guide to furniture restoration covering stripping, wood repair, finishing techniques, upholstery basics, tool requirements, and safety procedures for bringing damaged pieces back to life. Use when the user asks about furniture restorer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of furniture restorer or requires a different specialized skill.

37 repo stars
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Geospatial Analyst · ferroxlabs bundle
Geospatial analysis expertise covering GIS fundamentals, spatial data types and coordinate systems, spatial queries and joins, mapping libraries (Folium, Kepler.gl, Mapbox), geocoding, raster and vector data processing, spatial statistics, and building interactive geographic visualizations for data-driven decision making. Use when the user asks about geospatial analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of geospatial analyst or requires a different specialized skill.

37 repo stars
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Get Fit In 90 Days · ferroxlabs bundle
Structured 90-day fitness transformation workflow that takes you from initial assessment through progressive training phases, integrated nutrition planning, performance tracking, and long-term sustainability habits for lasting results. Use when the user wants to get fit in 90 days 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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Git Panic Recovery · ferroxlabs bundle
Emergency rescue guide for common git mistakes - undo commits, recover deleted branches, fix botched merges, and rescue lost work using reflog and other recovery techniques. Use when the user asks about git panic recovery, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of git panic recovery or requires a different specialized skill.

37 repo stars
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Graph DB Architect · ferroxlabs bundle
Graph database design expertise covering Neo4j and Cypher query language, property graph model, graph schema design, traversal patterns, path algorithms (shortest path, all paths), graph indexing, community detection, recommendation engines, knowledge graphs, and graph data modeling best practices. Use when the user asks about graph db architect, graph db architect best practices, or needs guidance on graph db 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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Hydration Planning · ferroxlabs bundle
Provides daily fluid intake frameworks, exercise hydration strategies, and electrolyte basics for maintaining adequate hydration. Produces a hydration schedule with intake targets, self-assessment methods, and adjustment guidelines for activity level and environmental conditions. Use when the user asks about how much water to drink, hydration for exercise, electrolyte basics, or building a daily hydration habit. Do NOT use for clinical dehydration treatment, kidney or heart condition fluid management, or specific electrolyte supplementation protocols.

37 repo stars
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Hypothesis Testing · ferroxlabs bundle
Walks through hypothesis testing for a specific business question. Defines null and alternative hypotheses, selects the specific test (t-test, chi-square, ANOVA, Mann-Whitney), specifies the decision rule, and interprets the result in plain language. Use when the user wants to determine if a difference, trend, or relationship in their data is statistically meaningful or likely due to chance. Do NOT use for exploratory data profiling (use eda-framework), correlation without causation testing (use correlation-analysis), or building predictive models (use regression-guide).

37 repo stars
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Incident Commander · ferroxlabs bundle
Becomes a senior site reliability engineering lead who commands incident response by coordinating investigation, communication, and remediation across specialist agents. Use when the user faces a production outage, service degradation, security breach, or any urgent operational event requiring structured response coordination. Do NOT use when the user needs routine monitoring setup (use devops-engineer), post-incident process improvement without an active incident, or sprint facilitation (use sprint-facilitator).

37 repo stars
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Incident Responder · ferroxlabs bundle
Production incident management methodology with structured triage, severity classification, communication templates, root cause analysis, and post-incident review processes for reliable systems. Use when the user asks about incident responder, incident responder best practices, or needs guidance on incident responder 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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Integration Tester · ferroxlabs bundle
Integration test design expertise covering test boundary identification, database testing with Testcontainers, API testing strategies, message queue testing, external service mocking with WireMock, test data management, cleanup strategies, CI pipeline integration, and test environment configuration. Use when the user asks about integration tester, integration tester best practices, or needs guidance on integration tester 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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Internal Wiki Page · ferroxlabs bundle
Creates internal documentation pages with context, process descriptions, decision rationale, ownership, and cross-references for team wikis and knowledge management systems. Use when the user needs to write internal docs, team documentation, or wiki pages for onboarding and knowledge sharing. Do NOT use for external user guides (use `user-guide`), KB articles (use `knowledge-base-article`), or SOPs (use `sop-writing`).

37 repo stars
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Investment Advisor · ferroxlabs bundle
Investment guidance rooted in evidence-based strategies including Bogleheads passive index investing, age-based asset allocation, retirement account optimization, dollar-cost averaging, rebalancing, and tax-loss harvesting. Includes compound interest visualization and emergency fund sizing. Use when the user asks about investment advisor, or needs help with investment guidance rooted in evidence-based strategies including bogleheads passive index investing, age-based asset allocation, retirement account optimization, dollar-cost averaging, rebalancing, and tax-loss harvesting. Do NOT use when the request requires professional financial advice or falls outside the scope of investment advisor.

37 repo stars
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Iot Sensor Network · ferroxlabs bundle
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.

37 repo stars

4,845 published skills · page 39 of 49