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FerroxLabs

@ferroxlabs source repo

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• 4.8k skills
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• 37 repo stars
• 4 weeks ago last updated

1. ▌
   Grammar Practice 2 · ferroxlabs

   Creates explicit grammar instruction with explanation, exercises, and self-correction for one grammar point at a time for language learners. Produces a complete grammar lesson with practice activities. Use when a learner asks to practice a grammar rule, understand a grammar concept, or do grammar exercises in a target language. Do NOT use for vocabulary building (use `vocabulary-building`), for conversation practice (use `conversation-practice`), or for general language assessment (use `language-level-assessment`).
   37 repo stars
2. ▌
   History Analysis 2 · ferroxlabs

   Provides Socratic history tutoring that guides students through historical thinking skills -- context, causation, evidence evaluation, and perspective analysis -- through guided discussion rather than delivering a history lecture. Use when a student asks for help analyzing a historical event, understanding historical causation, evaluating primary sources, or preparing for history coursework. Do NOT use for history lesson plan creation (use `lesson-plan-design`), for writing history essays (use writing category skills), or for non-history subjects.
   37 repo stars
3. ▌
   Japanese Learner 2 · ferroxlabs

   Comprehensive Japanese learning guide covering hiragana and katakana mastery, kanji acquisition strategies using radicals and frequency lists, grammar patterns from basic to intermediate, JLPT N5-N3 preparation, pitch accent awareness, and cultural context for natural communication. Use when the user asks about japanese learner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of japanese learner or requires a different specialized skill.
   37 repo stars
4. ▌
   Language Partner 2 · ferroxlabs

   Language learning companion providing conversational practice, grammar explanations, vocabulary building using frequency lists, pronunciation guides, cultural context, immersion strategies, CEFR level assessment, and language-specific tips for major world languages. Use when the user asks about language partner, or needs help with language learning companion providing conversational practice, grammar explanations, vocabulary building using frequency lists, pronunciation guides, cultural context, immersion strategies, cefr level assessment, and language-specific tips for major world languages. Do NOT use when the request requires professional specialized advice or falls outside the scope of language partner.
   37 repo stars
5. ▌
   Mandarin Learner 2 · ferroxlabs

   Structured Mandarin Chinese learning path covering pinyin mastery, tone system training, character acquisition through radicals and stroke order, grammar patterns, HSK exam preparation from level 1 to 4, and immersion practice methods for reading, listening, and speaking. Use when the user asks about mandarin learner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mandarin learner or requires a different specialized skill.
   37 repo stars
6. ▌
   Mentorship Guide 2 · ferroxlabs

   Creates mentorship session guides with agendas, reflection questions, and goal-tracking frameworks for mentors and mentees in professional development relationships. Produces structured session plans -- not advice about the value of mentorship. Use when a mentor or mentee asks to structure their mentorship sessions, create a mentorship plan, design reflection activities, or track mentorship goals. Do NOT use for general learning path creation (use `learning-path`), for skill gap assessment (use `skill-gap-analysis`), or for coaching (not an education skill).
   37 repo stars
7. ▌
   Research Advisor 2 · ferroxlabs

   Research methodology guidance covering literature review strategies, source evaluation using the CRAAP test, citation management, research question formulation, methodology selection (qualitative, quantitative, mixed methods), academic writing structure, and plagiarism avoidance. Use when the user asks about research advisor, or needs help with research methodology guidance covering literature review strategies, source evaluation using the craap test, citation management, research question formulation, methodology selection (qualitative, quantitative, mixed methods), academic writing structure, and plagiarism avoidance. Do NOT use when the request requires professional specialized advice or falls outside the scope of research advisor.
   37 repo stars
8. ▌
   Student Feedback 2 · ferroxlabs

   Creates structured, actionable student feedback using the SBI (Situation-Behavior-Impact) model and other feedback frameworks for educators. Produces specific, growth-oriented feedback comments for student work -- not generic praise or criticism templates. Use when an educator asks to write feedback on student work, create feedback comments, provide constructive criticism, or design a feedback protocol for assignments. Do NOT use for grading rubrics (use `rubric-creation`), for assessment creation (use `assessment-design`), or for peer feedback frameworks among students (use `discussion-questions`).
   37 repo stars
9. ▌
   Youth Leadership 2 · ferroxlabs

   Comprehensive guide for developing leadership skills in teens and young adults, covering student government participation, community service project planning, public speaking skills for teens, resume building, college application enhancement, teamwork development, mentorship opportunities, entrepreneurial leadership, and volunteer management. Use when the user asks about youth leadership or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
   37 repo stars
10. ▌
    Pcb Designer 2 · ferroxlabs

    Guides PCB design workflow including KiCad schematic capture, board layout, design rules, fabrication preparation, and component selection Use when the user asks about pcb designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pcb designer or requires a different specialized skill.
    37 repo stars
11. ▌
    Drone Pilot 2 · ferroxlabs

    Comprehensive guide to drone flying including FAA regulations, drone selection by use case, flight fundamentals, aerial photography/videography, FPV racing, and maintenance. Use when the user asks about drone pilot or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
12. ▌
    Homebrewing 2 · ferroxlabs

    Guide to homebrewing beer including equipment setup, extract and all-grain methods, recipe design, sanitation, fermentation management, packaging, style guidelines, troubleshooting, and water chemistry. Use when the user asks about homebrewing or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
13. ▌
    Bread Baker 2 · ferroxlabs

    Complete guide to artisan bread baking including sourdough starter cultivation, dough hydration science, shaping techniques, oven setup, troubleshooting, and foundational recipes. Use when the user asks about bread baker, or needs help with complete guide to artisan bread baking including sourdough starter cultivation, dough hydration science, shaping techniques, oven setup, troubleshooting, and foundational recipes. Do NOT use when the request requires professional specialized advice or falls outside the scope of bread baker.
    37 repo stars
14. ▌
    Diy Planner 2 · ferroxlabs

    DIY home improvement project planner with project scoping, tool and material requirements, step-by-step guides, safety precautions, skill assessment, budget estimation, and guidance on when to DIY versus hiring a professional. Use when the user asks about diy planner, or needs help with diy home improvement project planner with project scoping, tool and material requirements, step-by-step guides, safety precautions, skill assessment, budget estimation, and guidance on when to diy versus hiring a professional. Do NOT use when the request requires professional specialized advice or falls outside the scope of diy planner.
    37 repo stars
15. ▌
    Diy Vs Hire 2 · ferroxlabs

    Evaluates whether a home improvement project should be done as DIY or by hiring a professional. Analyzes skill requirements, safety factors, permit needs, time investment, and cost-benefit trade-offs to produce a recommendation with rationale. Use when the user asks whether to do a project themselves or hire someone, wants to know if a job requires a professional, or is deciding between DIY and contractor for a specific task. Do NOT use for finding or vetting contractors, project budgeting (use renovation-budget instead), or scheduling home maintenance tasks.
    37 repo stars
16. ▌
    Pet Groomer 2 · ferroxlabs

    Pet grooming guide covering breed-specific grooming techniques, coat type identification, bathing protocols, nail trimming, ear cleaning, dental hygiene, tool selection, grooming schedules, mat removal, professional vs DIY grooming decisions, and grooming for anxious pets. Use when the user asks about pet groomer, or needs help with pet grooming guide covering breed-specific grooming techniques, coat type identification, bathing protocols, nail trimming, ear cleaning, dental hygiene, tool selection, grooming schedules, mat removal, professional vs diy grooming decisions, and grooming for anxious pets. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet groomer.
    37 repo stars
17. ▌
    Pet Trainer 2 · ferroxlabs

    Comprehensive pet training guide covering puppy and kitten training timelines, basic commands, house training methods, crate training, leash training, clicker training methodology, training session structure, common mistakes, advanced tricks, and addressing problem behaviors. Use when the user asks about pet trainer, or needs help with comprehensive pet training guide covering puppy and kitten training timelines, basic commands, house training methods, crate training, leash training, clicker training methodology, training session structure, common mistakes, advanced tricks, and addressing problem behaviors. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet trainer.
    37 repo stars
18. ▌
    Employment Law 2 · ferroxlabs

    Guide to employment law fundamentals including at-will employment, discrimination protections, wage and hour rights, FMLA and leave entitlements, workplace safety under OSHA, unemployment benefits, wrongful termination indicators, and workplace issue documentation. Use when the user asks about employment law, or needs help with guide to employment law fundamentals including at-will employment, discrimination protections, wage and hour rights, fmla and leave entitlements, workplace safety under osha, unemployment benefits, wrongful termination indicators, and workplace issue documentation. Do NOT use when the request requires professional legal advice or falls outside the scope of employment law.
    37 repo stars
19. ▌
    Copywriter 2 · ferroxlabs

    Becomes a direct-response copywriter working to The Donahoe Method: writes headlines, landing pages, emails, ads, product descriptions and outreach that are built to convert, not to sound nice. Diagnoses which of Want / Trust / Excuse is blocking the sale, writes to one person at a known market temperature, and proves claims with specifics instead of adjectives. Use when the user needs the actual WORDS for an offer -- a page, a subject line, a CTA, a first-customer message -- or wants existing copy sharpened. Do NOT use for channel and budget planning (use marketing-strategist), visual identity (use brand-identity-designer), or when the user has not yet chosen what to sell (use startup-advisor -- copy cannot rescue an offer nobody wants).
    37 repo stars
20. ▌
    Annual Review 2 · ferroxlabs

    Runs a structured annual review including achievement audit, theme identification, lesson extraction, and 12-month forward projection. Use when the user wants to reflect on the past year, identify patterns in their accomplishments and failures, extract lessons learned, or plan the year ahead. Do NOT use for business annual reviews or performance evaluations (use business HR skills), quarterly planning (use `quarterly-planning`), or single-goal assessment (use `smart-goal-builder` instead).
    37 repo stars
21. ▌
    Habit Tracker 2 · ferroxlabs

    Habit formation guide built on behavioral science research covering the behavior design loop, implementation intentions, progressive scaling, tracking methods, breaking bad habits, identity-based change, and the science of habit formation. Use when the user asks about habit tracker, or needs help with habit formation guide built on behavioral science research covering the behavior design loop, implementation intentions, progressive scaling, tracking methods, breaking bad habits, identity-based change, and the science of habit formation. Do NOT use when the request requires professional specialized advice or falls outside the scope of habit tracker.
    37 repo stars
22. ▌
    Pkm Architect 2 · ferroxlabs

    Design personal knowledge management systems using Zettelkasten, progressive summarization, and networked thought, with strategies for capture, connection, retrieval, and long-term knowledge growth. Use when the user asks about pkm architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of pkm architect or requires a different specialized skill.
    37 repo stars
23. ▌
    Stoic Advisor 2 · ferroxlabs

    Practical Stoic philosophy guide covering core principles like the dichotomy of control, memento mori, and amor fati, with daily exercises, wisdom from Marcus Aurelius, Epictetus, and Seneca, Stoic journaling practices, and modern applications for resilience and inner peace. Use when the user asks about stoic advisor, or needs help with practical stoic philosophy guide covering core principles like the dichotomy of control, memento mori, and amor fati, with daily exercises, wisdom from marcus aurelius, epictetus, and seneca, stoic journaling practices, and modern applications for resilience and inner peace. Do NOT use when the request requires professional specialized advice or falls outside the scope of stoic advisor.
    37 repo stars
24. ▌
    Time Blocking 2 · ferroxlabs

    Builds a time-blocked weekly schedule from the user's working hours, fixed commitments, and task list. Produces a day-by-day block schedule with task assignments, buffer rules, and energy-level matching. Use when the user asks about time blocking, scheduling their day, creating a weekly plan with specific time slots, or structuring their workday around focused blocks. Do NOT use for prioritizing tasks without scheduling (use eisenhower-matrix or task-prioritization), building a full GTD system (use gtd-workflow), or enterprise team scheduling (use business project-management skills).
    37 repo stars
25. ▌
    Weekly Review 2 · ferroxlabs

    Produces a complete weekly review session guide with a step-by-step checklist, time estimates per step, review questions, and output artifacts. Delivers the actual review protocol, not advice about doing reviews. Use when the user asks about weekly reviews, planning their week, reflecting on what was accomplished, or building a regular review practice. Do NOT use for daily planning (use daily-planning), quarterly or annual planning (use quarterly-planning or annual-review), or team retrospectives (use retrospective-facilitator).
    37 repo stars
26. ▌
    Forensics Analyst 2 · ferroxlabs

    Digital forensics and incident investigation expertise covering evidence acquisition and preservation, chain of custody procedures, timeline analysis, memory forensics, disk forensics, log analysis, network traffic analysis, malware triage, forensic reporting, and legal admissibility requirements for thorough and defensible incident investigations. Use when the user asks about forensics analyst, forensics analyst best practices, or needs guidance on forensics analyst implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
27. ▌
    Identity Engineer 2 · ferroxlabs

    Identity and access management deep dive covering OAuth 2.0 grant types and PKCE, OpenID Connect flows, SAML federation, SCIM user provisioning, multi-factor authentication strategies, session management, token lifecycle, JWT security, zero-trust identity patterns, and identity provider architecture. Use when the user asks about identity engineer, identity engineer best practices, or needs guidance on identity engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
28. ▌
    Security Hardener 2 · ferroxlabs

    System security hardening expertise covering CIS benchmarks, OS hardening for Linux and Windows, container hardening, network hardening, application hardening, database hardening, cloud hardening for AWS/Azure/GCP, hardening automation, and compliance scanning for reducing the attack surface of infrastructure and applications. Use when the user asks about security hardener, security hardener best practices, or needs guidance on security hardener implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
29. ▌
    API Fuzzer 2 · ferroxlabs

    API fuzz testing expert covering property-based testing with Hypothesis and fast-check, fuzz testing strategies for REST and GraphQL APIs, edge case generation, mutation testing with Stryker and mutmut, boundary value analysis, schema-driven fuzzing, and automated discovery of bugs through randomized inputs. Use when the user asks about api fuzzer, api fuzzer best practices, or needs guidance on api fuzzer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
30. ▌
    CSS Master 2 · ferroxlabs

    Advanced CSS expertise covering Grid and Flexbox mastery, custom properties architecture, responsive design methodology, CSS methodology selection, animation performance, container queries, cascade layers, and specificity management. Use when the user asks about css master, css master best practices, or needs guidance on css master implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
31. ▌
    Audiobook Producer 2 · ferroxlabs

    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
32. ▌
    Case Study Writing 2 · ferroxlabs

    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
33. ▌
    Citation Reference 2 · ferroxlabs

    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
34. ▌
    Developer Advocate 2 · ferroxlabs

    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
35. ▌
    Editorial Calendar 2 · ferroxlabs

    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
36. ▌
    Internal Wiki Page 2 · ferroxlabs

    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
37. ▌
    Negotiation Master 2 · ferroxlabs

    Comprehensive negotiation guidance beyond salary talks -- covering real estate, business deals, disputes, and everyday situations. Includes BATNA, ZOPA, anchoring, integrative vs distributive approaches, Chris Voss tactical empathy techniques, multi-party negotiation, cultural considerations, and systematic preparation frameworks. Use when the user asks about negotiation master or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
38. ▌
    Newsletter Writing 2 · ferroxlabs

    Writes email newsletters with subject line options, section structure, calls-to- action, and subscriber-friendly formatting. Use when the user wants to write an email newsletter, create subscriber content, draft a recurring email update, or compose a newsletter edition. Do NOT use for subject line generation only (use `newsletter-subject-lines`), cold outreach emails (use `cold-email-outreach`), or one-off professional emails (use `professional-email`).
    37 repo stars
39. ▌
    Non Fiction Author 2 · ferroxlabs

    Complete research-to-manuscript workflow for non-fiction books, covering topic validation, audience definition, competitive analysis, research methodology, outline construction, writing schedule, manuscript structure, and citation management. Use when the user asks about non fiction author or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
40. ▌
    Professional Email 2 · ferroxlabs

    Writes single professional emails with clear subject lines, the ask stated in the first three sentences, and a structured body for workplace communication. Use when the user needs to write a work email, business correspondence, or professional message to a colleague, manager, client, or vendor. Do NOT use for cold outreach sequences (use `cold-email-outreach`), newsletters (use `newsletter-writing`), or rejection letters (use `rejection-letter`).
    37 repo stars
41. ▌
    Stakeholder Update 2 · ferroxlabs

    Writes executive-level stakeholder updates that translate project progress into business impact, surface decisions needed, and manage expectations for senior leadership audiences. Use when the user needs to update executives, board members, or cross-functional leadership on project or initiative status. Do NOT use for team-level status updates (use `status-update`), full business reports (use `business-report`), or board narratives (use `board-update-narrative`).
    37 repo stars
42. ▌
    Structural Editing 2 · ferroxlabs

    Performs structural (developmental) editing on documents, producing an editorial memo with assessment and a restructured outline showing proposed reorganization, reordering, and section changes. Use when the user asks for structural editing, developmental editing, document reorganization, or help with the overall structure and flow of a piece. Do NOT use for line-level editing (use copy-editing), proofreading (use proofreading), or tone changes (use tone-adjustment).
    37 repo stars
43. ▌
    White Paper Author 2 · ferroxlabs

    B2B white paper creation covering thought leadership positioning, research-backed structure, executive summary writing, data visualization strategy, lead generation integration, and distribution planning. Use when the user asks about white paper author, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of white paper author or requires a different specialized skill.
    37 repo stars
44. ▌
    Build Saas Landing Page 2 · ferroxlabs

    End-to-end workflow for creating a high-converting SaaS landing page from copywriting through design, development, SEO optimization, and analytics setup. Covers persuasion frameworks, responsive design, performance optimization, and conversion tracking to turn visitors into customers. Use when the user wants to build saas landing page 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
45. ▌
    Buy Investment Property 2 · ferroxlabs

    Guided workflow for purchasing a rental investment property from defining investment criteria and securing financing through property search, deal analysis, closing, and property management setup. Covers single-family, multi-family, and small commercial rental properties. Use when the user wants to buy investment property 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
46. ▌
    Create Content Calendar 2 · ferroxlabs

    Guides the user through building a strategic content calendar from content audit through audience analysis, editorial planning, and repurposing strategy. Use when the user needs to plan content across weeks or months, wants to organize their publishing schedule, or needs a systematic approach to content planning that aligns with audience needs. Do NOT use for writing individual posts (use publish-blog-post), for one-time content creation (use content-brief), or for social media strategy only (use seo-content-strategy).
    37 repo stars
47. ▌
    Create Sell Digital Art 2 · ferroxlabs

    End-to-end workflow for developing a distinctive digital art style, building a professional portfolio, establishing marketplace presence, marketing artwork, and understanding licensing. Covers tools, technique development, portfolio curation, platform selection, pricing strategy, and building a sustainable art practice that generates income. Use when the user wants to create sell digital art 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
48. ▌
    Declutter Organize Home 2 · ferroxlabs

    Systematic home decluttering and organization workflow from initial audit and system design through room-by-room execution and long-term maintenance habits for a permanently organized living space. Use when the user wants to declutter organize home 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
49. ▌
    Migrate Legacy Codebase 2 · ferroxlabs

    Orchestrates the systematic modernization of a legacy codebase by chaining four engineering skills into a structured migration pipeline. Covers technical debt assessment, incremental refactoring, integration testing, and safe deployment of modernized components. Use when the user needs to modernize a legacy system incrementally without breaking existing functionality. Do NOT use for greenfield rewrites, simple library upgrades, or projects where the legacy system can be replaced entirely.
    37 repo stars
50. ▌
    Modernize Legacy System 2 · ferroxlabs

    Systematic legacy system modernization workflow covering code review and assessment, technical debt analysis, strategic refactoring, test coverage improvement, containerization, and CI/CD pipeline setup for a safe, incremental transition from legacy to modern architecture. Use when the user wants to modernize legacy system 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
51. ▌
    Produce Podcast Episode 2 · ferroxlabs

    Guides the user through producing a complete podcast episode from planning through distribution, chaining 6 atomic skills across design-creative, writing, and business categories. Covers interview vs. solo format, budget-conscious tool selection, and multi-platform distribution strategy. Use when the user wants to produce a podcast episode from concept to published audio. Do NOT use for ongoing podcast strategy (use individual skills), video-only content (use video production skills), or written content creation (use writing workflows).
    37 repo stars
52. ▌
    Renovate And Sell House 2 · ferroxlabs

    Complete house flipping workflow from property acquisition and renovation scope assessment through renovation planning, interior design staging, professional photography, and strategic selling for maximum return on investment in residential property flipping. Use when the user wants to renovate and sell house 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
53. ▌
    Security Audit Codebase 2 · ferroxlabs

    Orchestrates a systematic security review of a codebase by chaining five security skills into a comprehensive audit pipeline. Covers threat modeling, secure development practices review, vulnerability scanning, API security assessment, and compliance verification. Use when the user needs a thorough security review of an existing codebase before a major release, compliance audit, or after a security incident. Do NOT use for runtime incident response (use handle-production-incident) or for single-vulnerability patching.
    37 repo stars
54. ▌
    Content Strategist 2 · ferroxlabs

    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
55. ▌
    Okr Coach 2 · ferroxlabs

    Objectives and Key Results coaching expert covering OKR fundamentals, cascading alignment, scoring methodologies, quarterly planning and review cadences, stretch vs committed OKRs, common anti-patterns, team vs individual OKRs, and integration with product strategy. Use when the user asks about okr coach, okr coach best practices, or needs guidance on okr coach implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
56. ▌
    Comedy Writer 2 · ferroxlabs

    Comedy writing assistant covering joke structure, timing, types of humor, stand-up set building, sketch writing, comedic character creation, writing for different mediums, and material testing to help writers craft laughs with craft and confidence. Use when the user asks about comedy writer, or needs help with comedy writing assistant covering joke structure, timing, types of humor, stand-up set building, sketch writing, comedic character creation, writing for different mediums, and material testing to help writers craft laughs with craft and confidence. Do NOT use when the request requires professional specialized advice or falls outside the scope of comedy writer.
    37 repo stars
57. ▌
    Comic Creator 2 · ferroxlabs

    Comic creation assistant covering panel layout, visual storytelling, pacing, lettering, digital and traditional tools, scripting formats, character design, publishing paths for webcomics and print, and the business of comics to help creators bring sequential art to life. Use when the user asks about comic creator, or needs help with comic creation assistant covering panel layout, visual storytelling, pacing, lettering, digital and traditional tools, scripting formats, character design, publishing paths for webcomics and print, and the business of comics to help creators bring sequential art to life. Do NOT use when the request requires professional specialized advice or falls outside the scope of comic creator.
    37 repo stars
58. ▌
    Guitar Player 2 · ferroxlabs

    Guitar instruction covering chord progressions, fingerpicking patterns, strumming techniques, music theory for guitar, genre exploration, and structured practice routines. Use when the user asks about guitar player, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of guitar player or requires a different specialized skill.
    37 repo stars
59. ▌
    Color In Data 2 · ferroxlabs

    Applies color to data visualizations by selecting sequential, diverging, or categorical palettes based on data type. Specifies hex codes for each element, ensures colorblind accessibility with WCAG contrast ratios, and documents usage rules. Use when the user needs to choose colors for charts, dashboards, or data-driven graphics. Do NOT use for brand color palette design (use color-palette-design in the design category), chart type selection (use chart-type-selector), or chart formatting beyond color (use chart-formatting).
    37 repo stars
60. ▌
    Eda Framework 2 · ferroxlabs

    Produces a structured exploratory data analysis report covering row counts, column inventory, missing values, distributions, and frequency counts. Translates raw data into a complete EDA summary with specific findings, not generic descriptions. Use when the user has a dataset and wants to understand its structure, quality, and key characteristics before deeper analysis. Do NOT use for hypothesis testing (use hypothesis-testing), data cleaning operations (use data-cleaning-protocol), or building predictive models (use regression-guide).
    37 repo stars
61. ▌
    Survey Design 2 · ferroxlabs

    Produces a complete survey with question set in recommended order, question type selection (Likert, multiple choice, open text, matrix) with rationale, response scale definitions, and an analysis plan for each question. Does not assume statistical background. Use when the user asks to create a survey, design a questionnaire, build a feedback form, or plan a research survey with analysis methodology. Do NOT use for interview guide creation (use qualitative-coding for interview analysis), A/B test design (use ab-test-design), or market sizing research (use competitive-intelligence).
    37 repo stars
62. ▌
    SQL Master 2 · ferroxlabs

    Advanced SQL expertise including window functions, CTEs, recursive queries, query optimization with EXPLAIN plans, indexing strategies, pivot/unpivot operations, JSON operations, full-text search, stored procedures, and identification of performance anti-patterns across PostgreSQL, MySQL, and SQL Server. Use when the user asks about sql master, sql master best practices, or needs guidance on sql master implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
63. ▌
    Azure Patterns 2 · ferroxlabs

    Guides expert-level azure architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for azure patterns workflows. Use when the user asks about azure architecture patterns, azure patterns configuration, or cloud best practices for azure projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.
    37 repo stars
64. ▌
    Dns Specialist 2 · ferroxlabs

    DNS configuration. Record types (A, AAAA, CNAME, MX, TXT, SRV, CAA), TTL strategies, DNS propagation, DNSSEC, split-horizon DNS, GeoDNS, failover DNS, common DNS providers, troubleshooting (dig, nslookup). Use when the user asks about dns specialist, dns specialist best practices, or needs guidance on dns specialist implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
65. ▌
    Github Actions 2 · ferroxlabs

    GitHub Actions CI/CD. Workflow syntax, reusable workflows, composite actions, matrix builds, environment protection, secrets management, caching (npm, pip, docker), artifact management, custom runners, security hardening. Use when the user asks about github actions, github actions best practices, or needs guidance on github actions implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
66. ▌
    Shell Scripter 2 · ferroxlabs

    Shell scripting mastery. shell scripting patterns, error handling (set -euo pipefail), argument parsing, signal handling, process management, text processing (awk, sed, jq), portable scripts, script testing, common utility scripts. Use when the user asks about shell scripter, shell scripter best practices, or needs guidance on shell scripter implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
67. ▌
    Academic Argument 2 · ferroxlabs

    Teaches learners to construct academic arguments using the claim-evidence-warrant structure with counterargument and rebuttal. This education skill focuses on argument CONSTRUCTION as a learning skill -- distinct from the writing category skill that focuses on producing academic argument TEXT. Use when a learner asks to build an academic argument, structure a thesis defense, learn argumentation, or practice claim-evidence-warrant reasoning. Do NOT use for writing the full academic paper (use writing category `academic-argument`), for essay outlining (use `essay-outline`), or for debate preparation (not an education skill).
    37 repo stars
68. ▌
    Assessment Design 2 · ferroxlabs

    Creates complete assessment instruments (tests, quizzes, performance tasks, projects) with item rationale, point values, answer keys, and alignment to learning objectives. Produces a ready-to-use assessment document for educators, applying assessment theory to ensure validity and reliability. Use when an educator asks to create a test, quiz, exam, performance task, or assessment rubric for a specific unit or set of learning objectives. Do NOT use for rubric-only creation (use `rubric-creation`), formative assessment strategies (use `formative-assessment`), or student exam preparation (use `exam-prep-plan`).
    37 repo stars
69. ▌
    Corporate Trainer 2 · ferroxlabs

    Professional guide to corporate training and development covering needs analysis, instructional design, facilitation techniques, evaluation models, ROI measurement, and building effective training programs that produce measurable business results. Use when the user asks about corporate trainer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of corporate trainer or requires a different specialized skill.
    37 repo stars
70. ▌
    Feynman Technique 2 · ferroxlabs

    Applies the Feynman technique to help learners explain complex concepts in simple language, identify knowledge gaps, and refine understanding through iterative simplification. Produces a simple-language explanation with analogy, then an expert revision. Use when a learner asks to explain a concept simply, use the Feynman technique, test their understanding by teaching, or simplify complex material. Do NOT use for general concept explanation (the learner should do the explaining, not the AI), for flashcard creation (use `flashcard-generation`), or for note taking (use `cornell-notes`).
    37 repo stars
71. ▌
    Flashcard Creator 2 · ferroxlabs

    Flashcard and quiz creation skill covering effective flashcard design principles (atomic, one concept per card), Anki optimization, cloze deletion, image occlusion, quiz question types (MCQ, short answer, matching), spaced repetition algorithms, and deck organization strategies. Use when the user asks about flashcard creator, or needs help with flashcard and quiz creation skill covering effective flashcard design principles (atomic, one concept per card), anki optimization, cloze deletion, image occlusion, quiz question types (mcq, short answer, matching), spaced repetition algorithms, and deck organization strategies. Do NOT use when the request requires professional specialized advice or falls outside the scope of flashcard creator.
    37 repo stars
72. ▌
    Literature Search 2 · ferroxlabs

    Creates systematic literature search strategies with database selection, keyword combinations, Boolean operators, and inclusion/exclusion criteria for learners conducting academic research. Produces a complete search protocol -- not advice on why literature reviews matter. Use when a learner asks to search for academic sources, find research papers, create a literature search strategy, or build a systematic review protocol. Do NOT use for evaluating source credibility (use `source-evaluation`), for writing the literature review itself (use writing category skills), or for citation formatting (use `citation-management`).
    37 repo stars
73. ▌
    Reading Companion 2 · ferroxlabs

    Guide for supporting children's reading development including book selection by age, interest, and reading level, understanding Lexile levels, discussion question frameworks, comprehension strategies, techniques for reluctant readers, reading log templates, book series recommendations by age, and tips for effective read-alouds. Use when the user asks about reading companion or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
74. ▌
    Source Evaluation 2 · ferroxlabs

    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
75. ▌
    Spaced Repetition 2 · ferroxlabs

    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
76. ▌
    Youth Study Coach 2 · ferroxlabs

    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
77. ▌
    Knife Making 2 · ferroxlabs

    Comprehensive knife making guide covering stock removal and forging methods, steel selection including 1084, O1, and 80CrV2, heat treatment processes, grinding bevels, handle materials and construction, sheath making, finishing techniques, and safety practices. Use when the user asks about knife making or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
78. ▌
    Leathercraft 2 · ferroxlabs

    Comprehensive leatherworking guide covering starter tool kits, leather types and grades, cutting techniques, hand stitching with the saddle stitch method, hardware installation, dyeing and finishing processes, pattern making, and project progression from beginner to advanced. Use when the user asks about leathercraft or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
79. ▌
    Knife Skills 2 · ferroxlabs

    Teaches fundamental kitchen knife techniques including grip, cutting methods (chop, dice, julienne, mince, chiffonade), sharpening basics, and safety rules. Provides step-by-step instructions for each cut with dimensions, speed guidance, and practice sequences. Use when the user asks about knife techniques, how to cut vegetables properly, knife safety, or improving their cutting speed and consistency. Do NOT use for professional culinary training, knife purchasing recommendations, or food preparation beyond cutting technique.
    37 repo stars
80. ▌
    Meal Planner 2 · ferroxlabs

    Comprehensive weekly meal planning system with batch cooking strategies, meal prep scheduling, balanced meal composition, family-size scaling, leftover incorporation, seasonal ingredient planning, and automated shopping list generation. Designed to save time, reduce food waste, and support nutritional goals. Use when the user asks about meal planner, or needs help with comprehensive weekly meal planning system with batch cooking strategies, meal prep scheduling, balanced meal composition, family-size scaling, leftover incorporation, seasonal ingredient planning, and automated shopping list generation. Do NOT use when the request requires professional specialized advice or falls outside the scope of meal planner.
    37 repo stars
81. ▌
    Paint A Room 2 · ferroxlabs

    Guides the user through painting a room from surface preparation through final cleanup, with time estimates per step, material calculations, and technique instructions for cutting in, rolling, and finish coats. Use when the user asks about painting a room, choosing paint finishes, how much paint to buy, wall painting technique, or how long it takes to paint a room. Do NOT use for exterior painting, painting furniture or cabinets, decorative techniques like murals or faux finishes, or choosing wall colors for design purposes (use interior-design-principles instead).
    37 repo stars
82. ▌
    Wine Pairing 2 · ferroxlabs

    Comprehensive beverage pairing guide covering wine varietals and food matching rules, beer style profiles, cocktail basics, non-alcoholic alternatives, cheese pairing principles, dessert pairing, and entertaining beverage planning. Designed for both casual meals and hosted events. Use when the user asks about wine pairing, or needs help with comprehensive beverage pairing guide covering wine varietals and food matching rules, beer style profiles, cocktail basics, non-alcoholic alternatives, cheese pairing principles, dessert pairing, and entertaining beverage planning. Do NOT use when the request requires professional specialized advice or falls outside the scope of wine pairing.
    37 repo stars
83. ▌
    Estate Planning 2 · ferroxlabs

    Guide to estate planning fundamentals including wills, powers of attorney, healthcare directives, beneficiary designations, basic trust concepts, digital asset planning, life-stage checklists, and guidance on when to hire an attorney. Use when the user asks about estate planning, or needs help with guide to estate planning fundamentals including wills, powers of attorney, healthcare directives, beneficiary designations, basic trust concepts, digital asset planning, life-stage checklists, and guidance on when to hire an attorney. Do NOT use when the request requires professional legal advice or falls outside the scope of estate planning.
    37 repo stars
84. ▌
    Sales Coach 2 · ferroxlabs

    Sales methodology mastery covering SPIN selling, Challenger Sale, consultative selling, sales funnel management, cold outreach templates, objection handling, discovery call frameworks, proposal writing, closing techniques, CRM best practices, and pipeline management. Use when the user asks about sales coach or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
85. ▌
    SEO Advisor 2 · ferroxlabs

    Comprehensive SEO strategy including keyword research, on-page optimization, technical SEO auditing, content strategy, link building, local SEO, Core Web Vitals, schema markup, and monthly SEO workflow planning. Use when the user asks about seo advisor or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
86. ▌
    Daily Planning 2 · ferroxlabs

    Generates a structured daily plan from the user's task list and calendar. Applies Most Important Tasks (MITs), time estimates, and energy-level matching to produce a sequenced day plan with rationale for task ordering. Use when the user asks for help planning their day, creating a daily schedule, or figuring out what to work on today. Do NOT use for weekly time blocking (use time-blocking), full GTD system setup (use gtd-workflow), or team sprint planning (use business project-management skills).
    37 repo stars
87. ▌
    Decision Maker 2 · ferroxlabs

    Decision-making frameworks guide covering pro/con analysis, weighted decision matrices, the 10/10/10 rule, reversibility analysis, first principles thinking, second-order effects, pre-mortem analysis, regret minimization, and group decision-making methods. Use when the user asks about decision maker, or needs help with decision-making frameworks guide covering pro/con analysis, weighted decision matrices, the 10/10/10 rule, reversibility analysis, first principles thinking, second-order effects, pre-mortem analysis, regret minimization, and group decision-making methods. Do NOT use when the request requires professional specialized advice or falls outside the scope of decision maker.
    37 repo stars
88. ▌
    Energy Manager 2 · ferroxlabs

    Synthesizes The Power of Full Engagement, Circadian Rhythm science, Spoon Theory, and Ultradian Cycles into The Energy Cycle System - a framework for managing energy as your most precious resource. Use when the user asks about energy manager, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of energy manager or requires a different specialized skill.
    37 repo stars
89. ▌
    Compliance Checker 2 · ferroxlabs

    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
90. ▌
    Devsecops Engineer 2 · ferroxlabs

    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
91. ▌
    Penetration Tester 2 · ferroxlabs

    Penetration testing methodology for authorized security testing covering OWASP Testing Guide, reconnaissance techniques, injection testing, XSS detection, CSRF testing, authentication bypass, privilege escalation, API security testing, and professional report formatting. For defensive and authorized testing purposes only. Use when the user asks about penetration tester, penetration tester best practices, or needs guidance on penetration tester implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
92. ▌
    Load Tester 2 · ferroxlabs

    Load and stress testing expertise covering k6, Locust, and JMeter patterns, test scenario design (smoke, load, stress, spike, soak), virtual user modeling, think time configuration, ramp patterns, performance thresholds, result analysis, bottleneck identification, and cloud load testing strategies. Use when the user asks about load tester, load tester best practices, or needs guidance on load tester implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
93. ▌
    Pwa Builder 2 · ferroxlabs

    Progressive Web App expertise covering service worker lifecycle, caching strategies, manifest configuration, offline patterns, push notifications, install prompts, and background sync. Use when the user asks about pwa builder, pwa builder best practices, or needs guidance on pwa builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
94. ▌
    Vue Builder 2 · ferroxlabs

    Expert Vue.js development covering Composition API patterns, Pinia state management, Vue Router, composables design, Nuxt.js integration, reactivity internals, and advanced component patterns. Use when the user asks about vue builder, vue builder best practices, or needs guidance on vue builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
    37 repo stars
95. ▌
    Art Grant Applicant 2 · ferroxlabs

    Helps artists and creative organizations research grant opportunities, write compelling proposals, build project budgets, and manage post-award reporting for arts funding from public agencies, private foundations, and corporate sponsors. Use when the user asks about art grant applicant, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of art grant applicant or requires a different specialized skill.
    37 repo stars
96. ▌
    Character Architect 2 · ferroxlabs

    Deep character design system covering character bibles, arc construction using want versus need, voice differentiation, backstory engineering, relationship mapping, ensemble cast management, and character-driven plotting. Use when the user asks about character architect or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
    37 repo stars
97. ▌
    Cold Email Outreach 2 · ferroxlabs

    Writes cold email sequences (initial email plus 2 follow-ups) with personalization frameworks, value-first subject lines, and clear CTAs for sales prospecting and business development. Use when the user needs outbound email sequences, sales outreach templates, or cold prospecting messages. Do NOT use for professional workplace emails (use `professional-email`), newsletters (use `newsletter-writing`), or investor updates (use `investor-update-email`).
    37 repo stars
98. ▌
    Comedy Scriptwriter 2 · ferroxlabs

    Complete comedy writing guide covering sitcom structure with cold opens and multi-story episodes, sketch writing, late night format, web series development, comedy room dynamics, and spec script creation. Use when the user asks about comedy scriptwriter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of comedy scriptwriter or requires a different specialized skill.
    37 repo stars
99. ▌
    Conciseness Editing 2 · ferroxlabs

    Edits text for conciseness by identifying and cutting redundancies, filler words, padding phrases, and unnecessary complexity while preserving meaning. Every cut is justified. Use when the user asks to make text shorter, tighter, more concise, or to cut word count while preserving meaning. Do NOT use for structural changes (use structural-editing), tone changes (use tone-adjustment), or proofreading (use proofreading).
    37 repo stars
100. ▌
     Content Repurposing 2 · ferroxlabs

     Creates a content repurposing map showing how to adapt one piece of source content across 5 or more formats and platforms. Use when the user wants to maximize the reach of existing content, create multi-platform distribution plans, or turn a blog post into social media posts, newsletters, and other formats. Do NOT use for writing original content (use `blog-post-writing`), editorial planning (use `editorial-calendar`), or content briefs (use `content-brief`).
     37 repo stars