FerroxLabs

@ferroxlabs source repo

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

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Creative Nonfiction 2 · ferroxlabs
Writes creative nonfiction including personal essays, memoir excerpts, literary journalism, and narrative nonfiction using literary techniques applied to true events and experiences. Use when the user asks to write a personal essay, memoir piece, narrative nonfiction, literary essay, or true story told with literary craft. Do NOT use for academic essays (use academic-argument), blog posts (use blog-post-writing), journalism without literary intent (not a creative skill), or fiction (use short-story-writing).

37 repo stars
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Crisis Communicator 2 · ferroxlabs
PR crisis management covering response timelines (golden hour), holding statements, press release templates, social media response protocols, stakeholder communication strategies, apology frameworks, trust rebuilding, media training essentials, and crisis prevention planning. Use when the user asks about crisis communicator 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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Short Story Writing 2 · ferroxlabs
Writes short stories (1,000-10,000 words) across any genre using constraint-first design and a five-step creative process. Collects genre, POV, premise, length, and one key constraint before drafting. Use when the user asks to write a short story, create fiction, draft a narrative, or develop a short prose piece. Do NOT use for flash fiction under 1,000 words (use flash-fiction), novel chapters (use plot-outline for planning), poetry (use poetry-writing), or screenplays (use screenplay-scene).

37 repo stars
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Storytelling Master 2 · ferroxlabs
Narrative techniques for every professional context including business storytelling (Pixar framework, story spine), personal and brand narrative, data storytelling, presentation storytelling, emotional arc design, audience connection strategies, and building a personal story bank. Use when the user asks about storytelling 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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Style Guide Creator 2 · ferroxlabs
Expert technical style guide creation covering tone and voice definition, terminology glossary, formatting standards, code sample conventions, inclusive language, abbreviation rules, numbering/list conventions, cross-reference patterns, and review checklist. Use when the user asks about style guide creator, style guide creator best practices, or needs guidance on style guide creator 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 Blog Post 2 · ferroxlabs
Creates technical deep-dive blog posts with code examples, architectural explanations, diagram descriptions, benchmarks, and lessons learned for developer audiences. Use when the user wants to write a technical blog post, engineering blog entry, or code walkthrough article. Do NOT use for general blog posts (use `blog-post-writing`), tutorials (use `tutorial-writing`), or API documentation (use `api-documentation`).

37 repo stars
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Technical Explainer 2 · ferroxlabs
Making complex topics accessible to any audience. Covers analogy creation, layered explanation (ELI5 to expert), visual communication strategies, the Feynman technique, jargon translation, audience assessment, FAQ design, and explainer formats (video, article, infographic) for technical communication. Use when the user asks about technical explainer 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 Presenter 2 · ferroxlabs
Technical presentation expert covering conference talk preparation, slide design for developer audiences, live coding demonstrations, demo preparation and backup plans, audience engagement techniques, storytelling for technical content, and talk proposal writing. Use when the user asks about technical presenter, technical presenter best practices, or needs guidance on technical presenter 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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White Paper Writing 2 · ferroxlabs
Writes authoritative white papers with executive summary, problem analysis, methodology, evidence-based arguments, and actionable conclusions for B2B and thought leadership contexts. Use when the user wants to write a white paper, industry report, or authoritative long-form document that establishes expertise. Do NOT use for case studies (use `case-study-writing`), blog posts (use `long-form-article`), or business reports (use `business-report`).

37 repo stars
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Build AI Powered Feature 2 · ferroxlabs
Workflow for integrating AI/ML capabilities into an existing product, from problem definition through data preparation, model selection, integration, and production monitoring. Covers both LLM-based features and traditional ML approaches with emphasis on responsible deployment and reliability. Use when the user wants to build ai powered feature 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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Build Feature End To End 2 · ferroxlabs
Orchestrates the full software feature development lifecycle from specification through production deployment, chaining five engineering skills into a cohesive build pipeline. Covers requirements gathering, branch strategy, test-driven implementation, peer review, and deployment. Use when the user needs to build a complete feature from idea to production with structured engineering practices at every stage. Do NOT use for hotfixes, one-line changes, or exploratory prototypes that skip formal review and testing.

37 repo stars
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Build Thought Leadership 2 · ferroxlabs
Strategic workflow for professionals who want to establish thought leadership in their field. Covers finding a niche where your perspective is unique, creating a consistent content engine, building visibility across platforms, establishing authority through speaking, writing, and community, and monetizing your thought leadership through consulting, courses, and advisory roles. Use when the user wants to build thought leadership 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 Patreon Community 2 · ferroxlabs
End-to-end workflow for launching and growing a Patreon membership community from tier design through content planning, launch execution, subscriber growth, and long-term sustainability. Covers membership psychology, reward fulfillment, community engagement, burnout prevention, and the transition from free audience to paying members. Use when the user wants to launch patreon community 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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Organize Community Event 2 · ferroxlabs
Guides the user through organizing a community event from concept through execution, chaining event planning, budget tracking, vendor management, communications, marketing, and project management skills across four categories. Use when the user wants to organize a community event, neighborhood gathering, charity fundraiser, or local festival. Do NOT use for corporate conferences (use business workflows), private parties (use plan-a-wedding or family-reunion-planning), or virtual-only events.

37 repo stars
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Perform Tech Debt Sprint 2 · ferroxlabs
Orchestrates a focused technical debt reduction sprint by chaining five engineering skills into a systematic cleanup pipeline. Covers debt assessment, code smell detection, incremental refactoring, test improvement, and safe release of improvements. Use when the team has allocated dedicated time to reduce technical debt and needs a structured approach to maximize impact. Do NOT use for ongoing maintenance, single refactoring tasks, or debt work mixed with feature development.

37 repo stars
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Transition To Management 2 · ferroxlabs
Comprehensive workflow for individual contributors moving into their first management role. Covers self-assessment for management readiness, building essential leadership and communication skills, navigating the critical first 90 days, leading teams effectively through day-to-day challenges, and growing as a leader over the long term. Use when the user wants to transition to management 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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Security Auditor 2 · ferroxlabs
Becomes a principal security engineer who conducts comprehensive security audits of applications, APIs, and infrastructure using threat modeling and vulnerability analysis methodologies. Use when the user needs a security review, threat model, vulnerability assessment, or security architecture evaluation. Do NOT use when writing application code, configuring CI/CD pipelines, or performing routine code reviews without a security focus.

37 repo stars
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Technical Writer 2 · ferroxlabs
Becomes a senior technical writer who produces clear, accurate, and audience-appropriate documentation including API references, developer guides, changelogs, and onboarding materials. Use when the user needs documentation written, restructured, or improved for technical or non-technical audiences. Do NOT use when writing application code, conducting security audits, or designing system architecture.

37 repo stars
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API Designer 2 · ferroxlabs
REST and GraphQL API design expertise covering REST maturity model, resource naming, pagination patterns, filtering and sorting, HATEOAS, versioning strategies, error response formats, rate limiting headers, and OpenAPI specification. Use when the user asks about api designer, api designer best practices, or needs guidance on api 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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Rate Limiter 2 · ferroxlabs
Rate limiting design expertise covering token bucket, sliding window, fixed window, leaky bucket algorithms, distributed rate limiting, per-user/per-IP/per-API-key limits, response headers, retry-after, and graceful degradation. Use when the user asks about rate limiter, rate limiter best practices, or needs guidance on rate limiter 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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Bcg Matrix 2 · ferroxlabs
Produces a completed BCG (Boston Consulting Group) growth-share matrix with product or business unit placement and investment recommendations. Use when the user asks to evaluate product portfolio, allocate resources across business units, classify products by growth and market share, or decide which products to invest in, maintain, or divest. Do NOT use for growth strategy direction (use ansoff-matrix), competitive positioning analysis (use competitive-analysis), or single-product market analysis (use swot-analysis).

37 repo stars
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Raci Chart 2 · ferroxlabs
Creates a RACI responsibility assignment matrix for defined processes with roles, decision rights, and escalation paths using RACI methodology. Use when the user asks about RACI charts, RACI matrices, responsibility assignment, role clarity, decision rights, or process ownership. Do NOT use for organizational charts, project management plans, or team structure design.

37 repo stars
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Improv Teacher 2 · ferroxlabs
Improvisational theater teaching assistant covering yes-and philosophy, scene building, character work, performance games, ensemble dynamics, teaching exercises, long-form and short-form structures, and applying improv principles to communication, creativity, and collaboration beyond the stage. Use when the user asks about improv teacher, or needs help with improvisational theater teaching assistant covering yes-and philosophy, scene building, character work, performance games, ensemble dynamics, teaching exercises, long-form and short-form structures, and applying improv principles to communication, creativity, and collaboration beyond the stage. Do NOT use when the request requires professional specialized advice or falls outside the scope of improv teacher.

37 repo stars
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Poetry Advisor 2 · ferroxlabs
Poetry creation and analysis guide covering poetic forms, meter and rhythm, imagery, sound devices, analysis frameworks, writing exercises, and modern poetry trends to help poets craft and appreciate verse at every level. Use when the user asks about poetry advisor, or needs help with poetry creation and analysis guide covering poetic forms, meter and rhythm, imagery, sound devices, analysis frameworks, writing exercises, and modern poetry trends to help poets craft and appreciate verse at every level. Do NOT use when the request requires professional specialized advice or falls outside the scope of poetry advisor.

37 repo stars
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Ukulele Player 2 · ferroxlabs
Chord voicings, strumming patterns, fingerpicking technique, transposition methods, and repertoire building for soprano, concert, tenor, and baritone ukulele Use when the user asks about ukulele player, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ukulele player or requires a different specialized skill.

37 repo stars
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Cohort Analyst 2 · ferroxlabs
Guide for cohort-based analytics including retention analysis, customer lifetime value calculation, behavioral segmentation, funnel analysis, and time-based cohort tracking with Python and SQL implementations. Use when the user asks about cohort analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cohort analyst or requires a different specialized skill.

37 repo stars
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Data Profiling 2 · ferroxlabs
Produces a comprehensive data profile for a table or dataset including schema documentation, data type validation, uniqueness analysis, referential integrity checks, and a data quality score with remediation priorities. Use when the user needs to document a dataset's structure and quality for onboarding, governance, or pre-analysis preparation. Do NOT use for exploratory statistical analysis (use eda-framework), data cleaning operations (use data-cleaning-protocol), or building data catalogs across multiple tables (use data-catalog-setup).

37 repo stars
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Forecast Model 2 · ferroxlabs
Builds a forecasting model structure by selecting the method (moving average, linear trend, seasonal decomposition) based on data characteristics, specifying formula steps, and producing a confidence interval template. Outputs a complete forecast specification with calculations. Use when the user asks to forecast sales, predict demand, project revenue, estimate future values from historical data, or build a trend projection. Do NOT use for business financial modeling with multiple assumptions (use financial-model-template in spreadsheets), metric hierarchy design (use metric-framework), or A/B test statistical analysis (use ab-test-design).

37 repo stars
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Kpi Definition 2 · ferroxlabs
Produces a complete KPI definition document with metric name, business question, formula, data source, owner, update frequency, baseline, and target for each KPI. Outputs a populated metric catalog table, not advice about which KPIs to consider. Use when the user asks to define KPIs, set up performance metrics, create a measurement framework, or build a metric catalog for a business area. Do NOT use for metric hierarchy and goal trees (use metric-framework), dashboard layout design (use bi-dashboard-spec), or personal goal setting (use smart-goal-builder in productivity).

37 repo stars
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Vlog Creator 2 · ferroxlabs
Complete vlogging guidance from concept to growth. Covers daily and weekly content structures, talking head setups, B-roll shooting techniques, travel vlog methods, editing style development, thumbnail and title optimization, audience building strategies, and sustainable content creation practices. Use when the user asks about vlog 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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Azure Architect 2 · ferroxlabs
Azure architecture. Azure Well-Architected Framework, VNet design, Azure AD/Entra ID, App Service vs Functions vs AKS, Cosmos DB, Azure Storage, Front Door, Event Grid, cost management, landing zones. Use when the user asks about azure architect, azure architect best practices, or needs guidance on azure 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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Docker Engineer 2 · ferroxlabs
Docker containerization expert. Multi-stage builds, layer caching, security (non-root, distroless), docker-compose patterns, health checks, networking, volume management, registry management, image scanning, Dockerfile optimization. Use when the user asks about docker engineer, docker engineer best practices, or needs guidance on docker 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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Pulumi Engineer 2 · ferroxlabs
Expert guide for infrastructure as code using Pulumi with TypeScript, Python, and Go. Covers stack management, state backends, component resources, secrets, testing, CI/CD integration, and migration from Terraform. Use when the user asks about pulumi engineer, pulumi engineer best practices, or needs guidance on pulumi 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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Secrets Manager 2 · ferroxlabs
Secrets management expertise covering HashiCorp Vault, AWS Secrets Manager, rotation strategies, zero-trust secrets architecture, envelope encryption, secret injection patterns, least-privilege access, and secrets lifecycle management. Use when the user asks about secrets manager, secrets manager best practices, or needs guidance on secrets 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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Academic Integrity 2 · ferroxlabs
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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Applied Philosophy 2 · ferroxlabs
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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Certification Prep 2 · ferroxlabs
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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Classroom Activity 2 · ferroxlabs
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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Curriculum Mapping 2 · ferroxlabs
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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Portuguese Learner 2 · ferroxlabs
Portuguese language learning expertise covering Brazilian vs European Portuguese differences, pronunciation and phonology, essential grammar patterns, cultural context and etiquette, study strategies, CELPE-Bras exam preparation, practical conversation patterns, and curated resources for self-directed Portuguese acquisition at all levels. Use when the user asks about portuguese learner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of portuguese learner or requires a different specialized skill.

37 repo stars
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Young Entrepreneur 2 · ferroxlabs
Age-appropriate guidance for young entrepreneurs ages 8-17, covering business ideas by age group, business plan basics, pricing strategies, marketing approaches (neighborhood, social media, school), money management, legal considerations for minors running businesses, scaling strategies, and developing an entrepreneurial mindset. Use when the user asks about young entrepreneur or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Defi Navigator 2 · ferroxlabs
Decentralized finance expertise covering protocol mechanics (AMMs, lending, yield aggregators), liquidity pool analysis, yield strategy evaluation, risk assessment frameworks, impermanent loss calculation, and portfolio construction across DeFi protocols with emphasis on risk-adjusted returns. Use when the user asks about defi navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of defi navigator or requires a different specialized skill.

37 repo stars
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Nft Strategist 2 · ferroxlabs
Non-fungible token expertise covering creation workflows, metadata standards (ERC-721, ERC-1155), marketplace selection, smart contract design patterns, utility and roadmap design, IPFS and on-chain storage, royalty enforcement, community building, and launch strategy for digital collectibles and utility NFTs. Use when the user asks about nft strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of nft strategist or requires a different specialized skill.

37 repo stars
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Injury Rehab 2 · ferroxlabs
Comprehensive injury prevention and recovery resource covering RICE protocol, common sports injuries by activity, rehabilitation exercises, stretching programs, foam rolling techniques, recovery nutrition, and return-to-activity criteria. Use when the user asks about injury rehab, or needs help with comprehensive injury prevention and recovery resource covering rice protocol, common sports injuries by activity, rehabilitation exercises, stretching programs, foam rolling techniques, recovery nutrition, and return-to-activity criteria. Do NOT use when the request requires professional medical advice or falls outside the scope of injury rehab.

37 repo stars
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Arduino Maker 2 · ferroxlabs
Guide to Arduino microcontroller projects from first blink to advanced builds, covering board selection, circuit design, programming fundamentals, and progressive project ideas. Use when the user asks about arduino maker or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Cycling Coach 2 · ferroxlabs
Guide to road, mountain, and gravel cycling including bike fit, training plans, nutrition, maintenance, group riding etiquette, race preparation, and commuting. Use when the user asks about cycling coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cycling coach or requires a different specialized skill.

37 repo stars
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Get Fit In 90 Days 2 · ferroxlabs
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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Launch API Product 2 · ferroxlabs
Complete workflow for designing, building, documenting, and monetizing an API product. Covers API-first design, implementation, developer portal creation, SDK generation, pricing strategy, and building a developer ecosystem around your API. Use when the user wants to launch api product 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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Learn New Language 2 · ferroxlabs
Structured language acquisition workflow from initial assessment and method selection through immersion, deliberate practice, and formal certification for achieving real-world fluency in a new language. Use when the user wants to learn new language 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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Produce Short Film 2 · ferroxlabs
End-to-end short film production workflow from script development through budgeting, crew assembly, principal photography, post-production, and festival distribution. Covers screenwriting, production planning, directing, editing, sound design, color grading, and the film festival submission strategy needed to get your short film seen. Use when the user wants to produce short film 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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Train For Marathon 2 · ferroxlabs
Complete marathon training workflow covering base building, progressive training, peak preparation, taper strategy, race execution, and recovery for finishing your first or fastest 26.2 miles. Use when the user wants to train for marathon 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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Transition To Tech 2 · ferroxlabs
Complete career transition workflow for professionals from non-technical backgrounds who want to enter the technology industry. Covers honest self-assessment and role discovery, building technical skills through structured learning, creating a portfolio that demonstrates competence, applying strategically, and landing your first tech role. Use when the user wants to transition to tech 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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Write Book Chapter 2 · ferroxlabs
Guides the user through writing a complete book chapter from initial brief and outline through long-form drafting, structural editing, style compliance, proofreading, and final copy editing. Use when the user needs to write a book chapter as part of a larger manuscript, wants a structured multi-pass writing and editing pipeline, or needs to produce publication-quality long-form content. Do NOT use for short-form content like blog posts (use publish-blog-post), for standalone long-form articles (use long-form-article), or for editing an already-complete chapter (use structural-editing or copy-editing directly).

37 repo stars
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UX Researcher 2 · ferroxlabs
Becomes a senior UX researcher who designs user studies, conducts usability evaluations, synthesizes qualitative and quantitative insights, and delivers evidence-based design recommendations. Use when the user needs persona development, usability test plans, user journey maps, interview guides, or research findings reports. Use for insight synthesis and recommendation prioritization. Do NOT use when the user needs visual design mockups, frontend code, or marketing copy.

37 repo stars
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Art For Kids 2 · ferroxlabs
Comprehensive guide to nurturing creativity in children through age-appropriate art projects and techniques, material recommendations by age, understanding process art versus product art, building creative confidence, displaying children's artwork, teaching art concepts (color, line, shape, texture), and exploring famous artists for inspiration. Use when the user asks about art for kids 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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Book Summary 2 · ferroxlabs
Creates analytical book summaries with key ideas, core arguments, notable quotes, and application notes for learners. Produces a structured reading summary that captures the book's contribution -- not a book report or review. Use when a learner asks to summarize a book, extract key ideas from a reading, create reading notes, or synthesize a book's main arguments. Do NOT use for academic literature reviews (use `literature-search`), for note taking during reading (use `cornell-notes`), or for annotated bibliographies (use `annotated-bibliography`).

37 repo stars
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Concierge 2 · ferroxlabs
Wayland's own how-to guide: explains what Wayland can do and gives the exact steps to operate it. Covers what can Wayland do, connecting an AI provider or model, creating an assistant, building and launching a workflow, setting up a team, scheduling a task, connecting an MCP server or outside tool, and switching models or using Flux Auto. Use when the user asks what Wayland can do, what features exist, how do I connect a provider or model, how do I add Claude or OpenAI or Gemini, how do I create or edit an assistant, how do I build or run a workflow, how do I set up a team of assistants, how do I schedule a task or set up a recurring job, how do I connect an MCP server or outside tool, or how do I switch models or turn on Flux Auto automatic model routing. Do NOT use when the user wants help with a non-Wayland task (writing, coding, research, document creation) — those have their own skills; this skill is only about operating Wayland itself.

37 repo stars
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API Documenter 2 · ferroxlabs
Expert API documentation covering OpenAPI/Swagger specification, endpoint documentation, request/response examples, authentication docs, error code reference, SDK documentation, interactive API explorers, versioning docs, and changelog. Use when the user asks about api documenter, api documenter best practices, or needs guidance on api documenter 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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Book Marketing 2 · ferroxlabs
Comprehensive book marketing strategy covering launch planning, ARC reader management, social media marketing on BookTok and Bookstagram, Amazon advertising, newsletter building, book tours, review acquisition, and backlist marketing. Use when the user asks about book marketing 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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Email Composer 2 · ferroxlabs
Professional email composition expert covering email templates (request, follow-up, escalation, announcement), subject line optimization, tone calibration, call-to-action design, email threading, bulk communication, and brevity techniques. Use when the user asks about email composer, email composer best practices, or needs guidance on email composer 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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Meeting Agenda 2 · ferroxlabs
Creates structured meeting agendas with timed topics, objectives per item, pre-read materials, and expected outcomes to ensure productive meetings. Use when the user needs to prepare for a meeting, organize discussion topics, or set a meeting structure. Do NOT use for meeting notes after a meeting (use `meeting-notes`), status updates (use `status-update`), or project planning documents (use `project-proposal`).

37 repo stars
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Poetry Writing 2 · ferroxlabs
Writes poetry across forms (sonnet, free verse, haiku, villanelle, ghazal, ode, elegy) with constraint-first design requiring form, theme, tone, and formal constraints before drafting. Use when the user asks to write a poem, compose verse, create poetry, or work in a specific poetic form. Do NOT use for song lyrics (different structure), prose poetry that is really flash fiction (use flash-fiction), or literary analysis of existing poems.

37 repo stars
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Readme Writing 2 · ferroxlabs
Creates GitHub-ready README.md files with project overview, installation instructions, usage examples, configuration details, and contributing guidelines. Use when the user needs a README for a repository, wants to improve an existing README, or asks for project documentation. Do NOT use for API documentation (use `api-documentation`), user guides (use `user-guide`), or changelogs (use `changelog-writing`).

37 repo stars
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Runbook Writer 2 · ferroxlabs
Expert operational runbook creation covering runbook structure, alert-to-runbook mapping, step-by-step procedures, escalation paths, rollback procedures, verification steps, communication templates, post-incident updates, and automation opportunities. Use when the user asks about runbook writer, runbook writer best practices, or needs guidance on runbook 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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Satire Writing 2 · ferroxlabs
Writes satirical pieces that use irony, exaggeration, and absurdity to critique real-world subjects. Produces satire in various formats including mock articles, parodies, absurdist fiction, and satirical commentary. Use when the user asks to write satire, parody, mock articles, absurdist humor, or ironic commentary on a subject. Do NOT use for straight humor or comedy without a critical target (use writing-prompt-response), serious opinion pieces (use opinion-piece), or academic analysis of satire.

37 repo stars
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Science Writer 2 · ferroxlabs
Translating complex research findings for general audiences through clear narrative techniques, structured explanations, appropriate analogies, and publication strategies across media outlets. Use when the user asks about science writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of science writer or requires a different specialized skill.

37 repo stars
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Series Planner 2 · ferroxlabs
Multi-book arc management covering character continuity, timeline tracking, escalation patterns, series bible construction, standalone versus sequential design, reading order strategy, and recurring element management. Use when the user asks about series 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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Twitter Thread 2 · ferroxlabs
Writes numbered Twitter/X threads with a hook tweet, body tweets, and a closing CTA, all within character-count constraints. Use when the user wants to create a Twitter thread, X thread, or tweetstorm on a topic. Do NOT use for LinkedIn posts (use `linkedin-post`), blog posts (use `blog-post-writing`), or Instagram captions (use `instagram-caption`).

37 repo stars
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World Building 2 · ferroxlabs
Creates detailed fictional worlds with consistent internal logic, history, culture, geography, and power structures for use in fiction, games, or creative projects. Use when the user asks to build a fictional world, create a setting, design a fantasy/sci-fi universe, or develop the backdrop for a story. Do NOT use for character creation (use character-development), plot structure (use plot-outline), or writing scenes set in the world (use scene-writing).

37 repo stars
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Build Data Pipeline 2 · ferroxlabs
Complete workflow for building a production-grade data pipeline from source identification through ingestion, transformation, warehousing, and dashboarding. Covers batch and streaming patterns, data quality, orchestration, and the modern data stack approach to analytics infrastructure. Use when the user wants to build data pipeline 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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Create Tabletop Rpg 2 · ferroxlabs
End-to-end workflow for designing, playtesting, illustrating, laying out, and publishing a tabletop role-playing game. Covers core system design, character creation mechanics, setting development, playtesting methodology, art direction, layout and graphic design, and publishing on DriveThruRPG, itch.io, and through Kickstarter campaigns. Use when the user wants to create tabletop rpg 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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Prepare Fundraising 2 · ferroxlabs
Guides the user through preparing for a fundraising round from financial modeling through pitch deck creation, competitive analysis, due diligence preparation, term sheet literacy, narrative crafting, and investor communication. Use when the user is preparing to raise capital and needs a structured process covering every stage from financial foundation to investor outreach. Do NOT use for personal finance fundraising or crowdfunding (use personal finance skills), for grant writing (use grant-proposal-writing), or for ongoing investor relations after a round closes (use investor-update-email directly).

37 repo stars
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Produce Documentary 2 · ferroxlabs
End-to-end documentary filmmaking workflow from subject selection and research through shooting, interview technique, editing, and distribution. Covers documentary storytelling, ethical considerations, interview methodology, archival research, verite and observational techniques, narrative structure in nonfiction, and festival and streaming distribution strategies. Use when the user wants to produce documentary 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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Release New Version 2 · ferroxlabs
Orchestrates the process of shipping a new software version by chaining four engineering skills into a structured release pipeline. Covers release planning with changelog generation, commit history analysis, deployment execution, and post-release monitoring verification. Use when the user needs to ship a release with proper versioning, documentation, and deployment verification. Do NOT use for hotfixes that bypass the normal release process or for continuous deployment where every merge auto-deploys.

37 repo stars
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Start Side Business 2 · ferroxlabs
Guides the user through launching a side business from idea validation through first customer acquisition, chaining business planning, pricing, tax structure, budgeting, content marketing, and outreach skills across four categories. Use when the user wants to start a side hustle, launch a small business, or build a revenue stream alongside their primary employment. Do NOT use for scaling an existing business, raising venture capital, or transitioning from side business to full-time (use switch-careers instead).

37 repo stars
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QA Engineer 2 · ferroxlabs
Becomes a senior QA engineer who designs comprehensive test strategies, writes automated tests, and builds quality assurance processes for software projects. Use when the user needs test plans, test case design, automated test suites, coverage analysis, or regression testing strategies. Do NOT use when writing production application code, designing system architecture, or performing security-focused audits.

37 repo stars
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Data Analyst 2 · ferroxlabs
Becomes a senior data analyst who transforms raw data into actionable insights through rigorous methodology, clear visualization recommendations, and compelling data narratives. Use when the user needs data exploration, cohort analysis, trend identification, statistical summaries, or data storytelling. Use for building dashboards, writing analysis reports, or selecting chart types. Do NOT use when the user needs data engineering pipelines, ML model training, or production database administration.

37 repo stars
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Cornell Notes 2 · ferroxlabs
Creates structured notes using the Cornell method with a cue column, notes section, and summary for learners. Produces a filled-in Cornell notes template from provided content -- not an explanation of how Cornell notes work. Use when a learner asks to take notes using the Cornell method, organize lecture notes, create structured study notes, or convert raw notes into Cornell format. Do NOT use for concept mapping (use `concept-mapping`), for note synthesis across sources (use `note-synthesis`), or for flashcard creation (use `flashcard-generation`).

37 repo stars
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Essay Outline 2 · ferroxlabs
Creates detailed essay outlines with thesis statements, topic sentences, evidence placeholders, and conclusion structure for learners planning academic essays. Produces a complete skeleton the learner can fill in -- distinct from writing skills that produce finished text. Use when a learner asks to outline an essay, plan an academic paper, structure their writing before drafting, or organize their arguments. Do NOT use for writing the full essay (use writing category skills), for research paper structure (use writing `research-paper-structure`), or for creative writing outlines (use writing category skills).

37 repo stars
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Exam Practice 2 · ferroxlabs
Creates deliberate practice exam sessions with timed questions, scoring, error analysis, and targeted review for students preparing for specific exams. Uses Socratic follow-up on errors rather than simply providing correct answers. Use when a student asks to practice for an exam, do timed practice questions, simulate test conditions, or review mistakes from practice tests. Do NOT use for exam strategy planning (use `exam-prep-plan`), for flashcard review (use `spaced-repetition`), or for creating the actual exam (use `assessment-design`).

37 repo stars
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Learning Path 2 · ferroxlabs
Creates sequenced learning paths with resources, milestones, and practice projects for professionals building specific skills. Produces an ordered curriculum the professional can follow independently. Use when a professional asks to learn a new skill, create a learning roadmap, find a structured path to competency, or plan self-directed professional learning. Do NOT use for academic study plans (use `study-plan`), for skill gap identification (use `skill-gap-analysis`), or for certification exam prep (use `certification-prep`).

37 repo stars
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Math Tutoring 2 · ferroxlabs
Provides Socratic math tutoring that guides students to understanding through leading questions rather than delivering answers. Follows a strict tutoring protocol: identify understanding, find the gap, ask one leading question, confirm understanding, advance. Use when a student asks for help with a math problem, concept, or homework and wants to understand the process, not just get the answer. Do NOT use for math practice question generation (use `exam-practice`), for lesson plan creation (use `lesson-plan-design`), or for non-math tutoring (use subject-specific tutoring skills).

37 repo stars
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Memory Palace 2 · ferroxlabs
Designs memory palaces using the method of loci to help learners memorize ordered information by associating items with specific locations in a familiar space. Produces a complete palace design with loci assignments for the learner's specific content. Use when a learner asks to create a memory palace, use the method of loci, memorize a list or sequence, or improve memorization using spatial techniques. Do NOT use for spaced repetition scheduling (use `spaced-repetition`), for flashcard creation (use `flashcard-generation`), or for concept relationship mapping (use `concept-mapping`).

37 repo stars
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Speed Reading 2 · ferroxlabs
Teaches speed reading techniques with comprehension verification for learners who want to read faster without sacrificing understanding. Produces technique-specific exercises with before/after measurement -- not a generic list of speed reading tips. Use when a learner asks to read faster, improve reading speed, learn speed reading techniques, or increase their reading efficiency. Do NOT use for study planning (use `study-plan`), for book summarization (use `book-summary`), or for note taking from reading (use `cornell-notes`).

37 repo stars
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Study Planner 2 · ferroxlabs
Comprehensive study plan creation using spaced repetition scheduling, Pomodoro technique, active recall strategies, exam preparation timelines, subject prioritization, study environment optimization, and proven note-taking methods including Cornell, mind maps, and outlining. Use when the user asks about study planner, or needs help with comprehensive study plan creation using spaced repetition scheduling, pomodoro technique, active recall strategies, exam preparation timelines, subject prioritization, study environment optimization, and proven note-taking methods including cornell, mind maps, and outlining. Do NOT use when the request requires professional specialized advice or falls outside the scope of study planner.

37 repo stars
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Inbox Zero 2 · ferroxlabs
Builds a complete email processing system with batch processing schedule, decision tree for each message type, folder structure, unsubscribe protocol, and response templates. Produces a deployable system, not tips for managing email. Use when the user asks about inbox zero, email management, reducing email overload, or building an email processing workflow. Do NOT use for writing individual emails (use writing skills), building email templates for marketing (use business skills), or general task capture (use task-capture-system).

37 repo stars
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Life Coach 2 · ferroxlabs
Life coaching methodology covering the Wheel of Life assessment, GROW model, values clarification, vision board creation, life purpose exploration, accountability systems, limiting belief identification, and action plan creation for holistic personal transformation. Use when the user asks about life coach, or needs help with life coaching methodology covering the wheel of life assessment, grow model, values clarification, vision board creation, life purpose exploration, accountability systems, limiting belief identification, and action plan creation for holistic personal transformation. Do NOT use when the request requires professional specialized advice or falls outside the scope of life coach.

37 repo stars
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Threat Modeler 2 · ferroxlabs
Threat modeling expertise covering STRIDE methodology, attack trees, data flow diagrams, trust boundaries, threat prioritization with DREAD scoring, mitigation strategies, threat modeling for APIs and microservices, and automated threat modeling tools for proactively identifying security risks during system design. Use when the user asks about threat modeler, threat modeler best practices, or needs guidance on threat modeler 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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Waf Configurer 2 · ferroxlabs
Web Application Firewall configuration expertise covering OWASP Core Rule Set design, rate limiting rules, geo-blocking, bot detection, custom rules for application-specific attacks, logging and monitoring, false positive management, and WAF bypass prevention for protecting web applications at the network edge. Use when the user asks about waf configurer, waf configurer best practices, or needs guidance on waf configurer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Academic Writer 2 · ferroxlabs
Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and developing an effective academic voice. Use when the user asks about academic writer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of academic writer or requires a different specialized skill.

37 repo stars
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Business Letter 2 · ferroxlabs
Writes formal business letters with proper formatting, professional tone, and clear purpose for external correspondence including partnership requests, complaints, announcements, and official communications. Use when the user needs a formal letter to an external party. Do NOT use for internal memos (use `business-memo`), emails (use `professional-email`), or proposals (use `business-proposal`).

37 repo stars
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Business Report 2 · ferroxlabs
Writes formal business reports with structured sections, data integration, analysis, findings, and actionable recommendations. Use when the user needs a business report, performance report, analysis report, or formal findings document. Do NOT use for executive summaries (use `executive-summary`), status updates (use `status-update`), or stakeholder updates (use `stakeholder-update`).

37 repo stars
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Childrens Story 2 · ferroxlabs
Writes children's stories for specific age groups (picture book, early reader, middle grade) with age-appropriate language, clear narrative structure, and themes that respect young readers' intelligence. Use when the user asks to write a children's story, kids' book, bedtime story, picture book text, or story for young readers. Do NOT use for young adult fiction (use short-story-writing with YA parameters), educational content for children (use lesson-plan-design), or adult fiction with childlike themes (use short-story-writing).

37 repo stars
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Clarity Editing 2 · ferroxlabs
Edits text for clarity by identifying and fixing ambiguous sentences, unclear references, jargon, convoluted syntax, and logical gaps. Produces tracked-change markup with clarity-focused revisions. Use when the user asks to make text clearer, easier to understand, less confusing, or more accessible to a specific audience. Do NOT use for conciseness (use conciseness-editing), structural changes (use structural-editing), or tone shifts (use tone-adjustment).

37 repo stars
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Data Journalist 2 · ferroxlabs
Combining investigative journalism with data analysis, including FOI requests, dataset acquisition, statistical analysis, visualization, and compelling data-driven storytelling. Use when the user asks about data journalist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data journalist or requires a different specialized skill.

37 repo stars
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Mediation Guide 2 · ferroxlabs
Neutral third-party facilitation for conflict resolution. Covers the complete mediation process including opening statements, ground rules establishment, issue identification, option generation, reality testing, agreement drafting, and follow-up procedures across workplace, family, and community contexts. Use when the user asks about mediation 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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Novel Architect 2 · ferroxlabs
End-to-end novel planning and execution from concept through final revision, covering outlining methods, pacing, subplot weaving, chapter structure, genre-specific targets, and a complete revision roadmap. Use when the user asks about novel architect 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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Personal Speech 2 · ferroxlabs
Writes personal speeches for occasions including weddings, eulogies, toasts, graduations, retirements, and celebrations with opening hooks, personal anecdotes, and emotional resonance. Use when the user asks to write a speech for a personal occasion, toast, eulogy, wedding speech, graduation address, or tribute. Do NOT use for professional presentations (use business skills), political speeches (different conventions), or persuasive arguments (use academic-argument).

37 repo stars
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Proposal Writer 2 · ferroxlabs
Technical proposal writing expert covering proposal structure (problem, solution, approach, timeline, budget), executive summary, technical approach section, risk mitigation, competitive differentiation, pricing strategies, and review process. Use when the user asks about proposal writer, proposal writer best practices, or needs guidance on proposal 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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Tutorial Writer 2 · ferroxlabs
Expert technical tutorial creation covering tutorial structure (goal, prerequisites, steps, verification), progressive complexity, code sample design, screenshot guidelines, common mistakes section, prerequisite validation, and hands-on exercises. Use when the user asks about tutorial writer, tutorial writer best practices, or needs guidance on tutorial 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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