FerroxLabs

@ferroxlabs source repo

4.8k skills
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37 repo stars
4 weeks ago last updated

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Java Modern Idioms · ferroxlabs bundle
Teaches expert-level modern Java patterns: records, sealed classes, pattern matching, text blocks, virtual threads (Project Loom), and modern Stream API usage for Java 21+. Use when the user asks about Java records, sealed classes, pattern matching, text blocks, virtual threads, Java 21, modern Java. Do NOT use when the user asks about Java project setup (use `java-project-setup`), Java testing (use `java-testing-patterns`), Java concurrency (use `java-concurrency-patterns`).

37 repo stars
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Java Project Setup · ferroxlabs bundle
Guides expert-level Java project initialization: Maven vs Gradle decision tree, multi-module structure, Java version management, toolchain configuration, and build optimization. Use when the user asks about Java project setup, Maven, Gradle, build.gradle.kts, multi-module, Java version management, toolchain. Do NOT use when the user asks about Java modern idioms (use `java-modern-idioms`), Java testing (use `java-testing-patterns`), Java Spring (use `java-spring-patterns`).

37 repo stars
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Launch API Product · ferroxlabs bundle
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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Lawn Care Schedule · ferroxlabs bundle
Creates a seasonal lawn care schedule covering fertilization timing, aeration, overseeding, mowing height, and watering by grass type and climate region. Produces a month-by-month maintenance calendar with specific tasks and timing. Use when the user asks about lawn care timing, fertilizer schedules, when to aerate or overseed, mowing height for their grass type, or seasonal lawn maintenance tasks. Do NOT use for garden planning (use vegetable-garden-planning), landscape design, weed identification, or commercial turf management.

37 repo stars
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Learn New Language · ferroxlabs bundle
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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Linkedin Optimizer · ferroxlabs bundle
Comprehensive LinkedIn optimization guide covering headline formulas, summary writing, experience section optimization, skills and endorsements strategy, recommendation requests, content posting, networking approaches, job search features, and profile SEO. Use when the user asks about linkedin optimizer, or needs help with comprehensive linkedin optimization guide covering headline formulas, summary writing, experience section optimization, skills and endorsements strategy, recommendation requests, content posting, networking approaches, job search features, and profile seo. Do NOT use when the request requires professional specialized advice or falls outside the scope of linkedin optimizer.

37 repo stars
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Macro Photographer · ferroxlabs bundle
Expert macro photography guidance covering equipment selection, lighting techniques, focus stacking, extreme close-up composition, subject finding, and processing workflows for stunning detail-rich images of the miniature world. Use when the user asks about macro photographer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of macro photographer or requires a different specialized skill.

37 repo stars
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Maintainer Toolkit · ferroxlabs bundle
Manage open source projects effectively with issue triage, release management, community health practices, and burnout prevention strategies Use when the user asks about maintainer toolkit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of maintainer toolkit or requires a different specialized skill.

37 repo stars
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Martial Arts Guide · ferroxlabs bundle
Martial arts exploration guide covering style comparison across striking and grappling arts, beginner path selection, training philosophy, dojo evaluation, safety fundamentals, belt progression, mental and physical benefits, cross-training strategies, and home practice guidance. Use when the user asks about martial arts guide, or needs help with martial arts exploration guide covering style comparison across striking and grappling arts, beginner path selection, training philosophy, dojo evaluation, safety fundamentals, belt progression, mental and physical benefits, cross-training strategies, and home practice guidance. Do NOT use when the request requires professional medical advice or falls outside the scope of martial arts guide.

37 repo stars
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Meal Prep Workflow · ferroxlabs bundle
Creates a batch meal prep plan with a Sunday (or chosen day) prep sequence covering what to batch-cook, the optimal order of operations, storage containers and durations, and a reheating guide. Produces a structured workflow that turns 3-4 hours of cooking into 5 days of ready meals. Use when the user asks about meal prepping, batch cooking, Sunday meal prep, or saving time on weeknight dinners. Do NOT use for single recipes (use one-pot-meals), pantry stocking (use pantry-staples-system), or food safety storage rules (use food-storage-safety).

37 repo stars
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Metalworking Intro · ferroxlabs bundle
Comprehensive introductory guide to metalworking covering welding types including MIG, TIG, and stick, essential safety equipment, basic fabrication techniques, cutting and grinding tools, metal types and properties, project ideas, and shop setup requirements. Use when the user asks about metalworking intro 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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Micro Saas Builder · ferroxlabs bundle
Guide to building a solo micro-SaaS business covering idea validation, MVP development approach, pricing models, solo scaling strategies, and sustainable growth without venture funding. Use when the user asks about micro saas builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of micro saas builder or requires a different specialized skill.

37 repo stars
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Milestone Birthday · ferroxlabs bundle
Guide for celebrating milestone birthdays (30, 40, 50, 60 and beyond) including life reflection exercises, party planning, bucket list creation, photo and video tributes, meaningful gift ideas, legacy projects, and future visioning. Use when the user asks about milestone birthday 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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Milestone Planning · ferroxlabs bundle
Breaks a project goal into a milestone sequence with dependencies, durations, and critical path identification. Produces a milestone table with dates, owners, and completion criteria for each milestone. Use when the user asks about breaking a project into phases, creating a milestone plan, identifying project dependencies, or building a project timeline. Do NOT use for daily task scheduling (use daily-planning), full project kickoff documents (use project-kickoff), or enterprise program management (use business project-management skills).

37 repo stars
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Mobile UI Designer · ferroxlabs bundle
Expert mobile UI/UX patterns covering platform design guidelines (Material Design, Human Interface), responsive layouts, gesture handling, offline-first UI, skeleton screens, pull-to-refresh, infinite scroll, bottom sheets, and haptic feedback. Use when the user asks about mobile ui designer, mobile ui designer best practices, or needs guidance on mobile ui 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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Narrative Designer · ferroxlabs bundle
Game narrative design covering branching dialogue systems, world lore construction, environmental storytelling techniques, character arc design for interactive media, player agency and consequence systems, quest narrative structure, narrative documentation, and integration with game mechanics. Use when the user asks about narrative designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Negotiation Master · ferroxlabs bundle
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
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Newsletter Writing · ferroxlabs bundle
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
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Nextjs Performance · ferroxlabs bundle
Guides expert-level next.js performance implementation: typescript and frameworks decision frameworks, production-ready patterns, and concrete templates for nextjs performance workflows. Use when the user asks about next.js performance, nextjs performance configuration, or typescript best practices for next.js projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Nodejs Performance · ferroxlabs bundle
Guides expert-level Node.js performance optimization: profiling with clinic.js, V8 optimization strategies, memory leak detection, event loop monitoring, caching strategies, and worker thread utilization. Use when the user asks about Node.js performance, profiling, clinic.js, V8 optimization, memory leak detection, event loop lag, caching. Do NOT use when the user asks about JavaScript idioms (use `javascript-idioms`), Node.js async patterns (use `nodejs-async-patterns`), general performance testing (use `performance-testing`).

37 repo stars
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Non Fiction Author · ferroxlabs bundle
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
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Objection Handling · ferroxlabs bundle
Produces an objection handling bank with 8-10 specific rebuttals using SPIN and MEDDIC methodologies for common sales objections. Use when the user asks to prepare for sales objections, create an objection handling guide, write rebuttal scripts, build a sales objection playbook, or prepare responses to common buyer pushback. Do NOT use for discovery call questioning (use discovery-call-script), full sales playbook (use sales-playbook-section), or customer complaint resolution (use customer service skills).

37 repo stars
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Operations Manager · ferroxlabs bundle
Becomes a senior operations manager who maps existing processes, identifies bottlenecks, designs improved workflows, creates standard operating procedures, and defines efficiency metrics. Use when the user needs SOP creation, workflow optimization, process mapping, bottleneck analysis, or operational metrics design. Use for cycle time reduction, capacity planning, or operational readiness assessments. Do NOT use when the user needs software architecture design, financial auditing, or HR policy creation.

37 repo stars
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Organization Coach · ferroxlabs bundle
Home organization system using proven decluttering and organizing methods for room-by-room guidance, storage solutions, organizing systems, digital organization, paper management, and maintaining organized spaces long-term. Use when the user asks about organization coach, or needs help with home organization system using proven decluttering and organizing methods for room-by-room guidance, storage solutions, organizing systems, digital organization, paper management, and maintaining organized spaces long-term. Do NOT use when the request requires professional specialized advice or falls outside the scope of organization coach.

37 repo stars
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Patreon Strategist · ferroxlabs bundle
Membership platform strategy covering tier design, reward fulfillment systems, exclusive content planning, community perks, pricing psychology, milestone goals, creator burnout prevention, and comparison of Patreon alternatives. Use when the user asks about patreon strategist 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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Penetration Tester · ferroxlabs bundle
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
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Performance Review · ferroxlabs bundle
Creates performance review documents with rating dimensions, evidence-based evaluation, development goals, and constructive feedback using structured performance management methodology. Use when the user asks about performance reviews, employee evaluations, annual reviews, performance assessments, or writing feedback for direct reports. Do NOT use for performance improvement plans (use performance-improvement-plan), interview evaluation (use interview-guide), or self-assessment preparation.

37 repo stars
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Performance Tester · ferroxlabs bundle
Performance testing expert covering k6 and JMeter test design, load test patterns (smoke, load, stress, spike, soak), bottleneck identification, performance budgets, capacity planning, APM integration, client-side performance testing, and performance regression prevention. Use when the user asks about performance tester, performance tester best practices, or needs guidance on performance tester implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Pet Health Checker · ferroxlabs bundle
Pet health awareness guide covering normal vital signs, common illness symptoms for dogs and cats, vaccination schedules, dental care, parasite prevention, senior pet care, emergency signs requiring immediate vet visits, and wellness checkup schedules. Use when the user asks about pet health checker, or needs help with pet health awareness guide covering normal vital signs, common illness symptoms for dogs and cats, vaccination schedules, dental care, parasite prevention, senior pet care, emergency signs requiring immediate vet visits, and wellness checkup schedules. Do NOT use when the request requires professional specialized advice or falls outside the scope of pet health checker.

37 repo stars
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Pitch Deck Builder · ferroxlabs bundle
End-to-end investor pitch construction covering narrative architecture, financial slide design, storytelling techniques, slide-by-slide templates, delivery coaching, deck versioning for different audiences, and the most common mistakes that kill fundraising rounds. Use when the user asks about pitch deck builder 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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Portrait Technique · ferroxlabs bundle
Produces a portrait session guide with lens selection rationale, distance, aperture for background separation, focus point placement, expression direction, and posing prompts for natural-looking poses. Applicable to any camera system with manual or semi-automatic controls. Use when the user asks to photograph portraits, headshots, or people, or wants guidance on posing, lens choice, or focus technique for portraits. Do NOT use for lighting setup (use lighting-setup), general composition (use composition-guide), or photo editing (use photo-editing-workflow).

37 repo stars
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Portuguese Learner · ferroxlabs bundle
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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Premortem Analysis · ferroxlabs bundle
Conducts a premortem by imagining a decision has failed one year from now, identifying the specific reasons for failure, and producing a mitigation plan for the top failure modes. Creates a complete premortem report with actionable prevention steps. Use when the user asks about anticipating what could go wrong with a decision, running a premortem, stress-testing a plan, or identifying failure modes before committing. Do NOT use for project risk registers (use risk-assessment), comparing options with scoring (use weighted-decision-matrix), or business strategic risk analysis (use business strategy skills).

37 repo stars
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Produce Short Film · ferroxlabs bundle
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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Professional Email · ferroxlabs bundle
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
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Prompt Engineering · ferroxlabs bundle
Guides expert-level prompt engineering implementation: ai-ml and best-practices decision frameworks, production-ready patterns, and concrete templates for prompt engineering workflows. Use when the user asks about prompt engineering, prompt engineering configuration, or ai-ml best practices for prompt projects. Do NOT use when the user needs a different ai ml engineering capability -- check sibling skills in the ai ml engineering subcategory.

37 repo stars
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Prompt Translation · ferroxlabs bundle
Translates AI image generation prompts between Midjourney, DALL-E, and Stable Diffusion by mapping source structure to target syntax, identifying direct transfers, and noting model-specific alternatives. Use when the user asks to convert a prompt from one AI model to another, adapt a Midjourney prompt for Stable Diffusion, or translate between prompt formats. Do NOT use for creating prompts from scratch (use model-specific skills), debugging a single-model prompt (use ai-image-prompt-debugging), or style analysis (use ai-image-style-transfer).

37 repo stars
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Python Performance · ferroxlabs bundle
Guides expert-level Python performance optimization: cProfile and line_profiler usage, memory profiling with tracemalloc, NumPy vectorization vs pure Python decision tree, Cython integration points, and algorithmic optimization patterns. Use when the user asks about Python performance profiling, memory optimization, speeding up Python code, NumPy vs pure Python decisions, or Cython compilation. Do NOT use when the user asks about async concurrency (use `python-async-patterns`), general Python idioms (use `python-idioms`), or project setup (use `python-project-setup`).

37 repo stars
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Python Type System · ferroxlabs bundle
Guides advanced Python type system usage: generic types with TypeVar, Protocol for structural subtyping, ParamSpec for decorator typing, TypeVarTuple for variadic generics, runtime vs static type checking tradeoffs, and py.typed marker for library distribution. Use when the user asks about Python generics, TypeVar, Protocol, ParamSpec, overload decorators, type narrowing, or distributing typed Python libraries. Do NOT use when the user asks about basic type annotations (use `python-idioms`), data validation (use `python-data-modeling`), or project setup (use `python-project-setup`).

37 repo stars
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Qualitative Coding · ferroxlabs bundle
Produces a qualitative coding scheme for interview transcripts or open-text survey responses. Includes initial code list, code definitions, example quotes per code, inter-rater reliability protocol, and thematic synthesis template. Use when the user asks to analyze interview data, code open-ended survey responses, build a coding scheme for qualitative research, or synthesize themes from text data. Do NOT use for survey design (use survey-design), automated sentiment analysis (use sentiment-analysis-guide), or large-scale text mining (use text-mining-protocol).

37 repo stars
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Quarterly Planning · ferroxlabs bundle
Produces a personal quarterly plan with 3-5 goals, weekly milestone breakdowns, review checkpoints, and a quarter-end evaluation template. Use when the user wants to plan the next 3 months, set quarterly personal goals, or create a structured 13-week plan for achieving multiple objectives. Do NOT use for business or organizational quarterly planning (use business strategy skills), single-goal planning (use `smart-goal-builder`), or annual planning (use `annual-review` instead).

37 repo stars
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Quick Meal Planner · ferroxlabs bundle
15-minute meals from pantry staples, batch prep strategies, emergency meal ideas, and templates for fast weeknight cooking with minimal ingredients. Use when the user asks about quick meal planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of quick meal planner or requires a different specialized skill.

37 repo stars
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Raspberry Pi Guide · ferroxlabs bundle
Comprehensive guide to Raspberry Pi projects including model selection, OS setup, server builds, GPIO programming, home automation, and advanced applications. Use when the user asks about raspberry pi 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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Recovery Architect · ferroxlabs bundle
Synthesizes Active Recovery, Mobility work, Myofascial Release, Contrast Therapy, and Deload protocols into The Recovery Blueprint - a comprehensive framework for optimizing recovery between training sessions and preventing overtraining. Use when the user asks about recovery architect, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of recovery architect or requires a different specialized skill.

37 repo stars
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Recruiter Outreach · ferroxlabs bundle
Writes a LinkedIn message or email to a recruiter that clearly communicates the user's target role, availability, and key qualifications in a concise format optimized for recruiter workflows. Produces ready-to-send message text. Use when the user wants to message a recruiter, respond to a recruiter's outreach, or proactively connect with recruiters in their field. Do NOT use for cold emails to hiring managers (use cold-outreach-email), networking or informational interview messages (use networking-message-writer), or LinkedIn profile writing (use linkedin-summary-writer).

37 repo stars
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Release Management · ferroxlabs bundle
Guides expert-level release management implementation: version-control and devops decision frameworks, production-ready patterns, and concrete templates for release management workflows. Use when the user asks about release management, release management configuration, or version-control best practices for release projects. Do NOT use when the user needs a different developer tools capability -- check sibling skills in the developer tools subcategory.

37 repo stars
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Research Synthesis · ferroxlabs bundle
Synthesizes multiple sources into a structured research summary: source quality assessment, finding extraction, theme identification, evidence strength rating, and contradiction mapping. Produces a research brief, not a literature review. Use when the user asks to summarize findings from multiple reports, articles, or studies, compare conclusions across sources, identify consensus and disagreement in research, or produce an evidence-based brief for decision-making. Do NOT use for qualitative coding of interview data (use qualitative-coding), automated text mining of large corpora (use text-mining-protocol), or designing original research surveys (use survey-design).

37 repo stars
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Roguelike Designer · ferroxlabs bundle
Roguelike and roguelite game design expertise covering procedural generation algorithms, run-based progression, permadeath design philosophy, meta-progression systems, item and synergy design, difficulty scaling, player agency in randomness, and the tension between fairness and challenge that defines the genre. Use when the user asks about roguelike designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Ruby Project Setup · ferroxlabs bundle
Guides expert-level ruby project setup implementation: ruby and best-practices decision frameworks, production-ready patterns, and concrete templates for ruby project setup workflows. Use when the user asks about ruby project setup, ruby project setup configuration, or ruby best practices for ruby projects. Do NOT use when the user needs a different languages runtimes capability -- check sibling skills in the languages runtimes subcategory.

37 repo stars
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Rust Project Setup · ferroxlabs bundle
Guides expert-level Rust project initialization: Cargo workspace configuration, feature flags, build.rs patterns, release profile optimization, and toolchain management. Use when the user asks about Rust project setup, Cargo workspace, Cargo.toml, feature flags, build.rs, release profiles, rustfmt, clippy. Do NOT use when the user asks about Rust ownership patterns (use `rust-ownership-patterns`), Rust testing (use `rust-testing-patterns`), Rust async (use `rust-async-patterns`).

37 repo stars
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Sales Partnerships · ferroxlabs bundle
In sales mode and the conversation is about a *partner*, not a customer. Load on "should we partner with X," "they want a referral deal," "we're being asked to do co-marketing," "is this integration worth building," or "how do I structure a BD call." If it's a sales call dressed as partnership, drop

37 repo stars
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Scuba Diving Intro · ferroxlabs bundle
Guide to scuba diving including certification paths, equipment overview, dive physics, dive planning, safety procedures, underwater navigation, marine life identification, and dive logging. Use when the user asks about scuba diving intro, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of scuba diving intro or requires a different specialized skill.

37 repo stars
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Self Service Infra · ferroxlabs bundle
Build self-service infrastructure platforms with Terraform modules, provisioning automation, approval workflows, and developer-friendly abstractions Use when the user asks about self service infra, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of self service infra or requires a different specialized skill.

37 repo stars
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Skill Gap Analysis · ferroxlabs bundle
Compares current skills against target role requirements, identifies specific gaps, and recommends concrete learning paths per gap. Produces a gap analysis matrix with prioritized action items and time estimates. Use when the user wants to identify what skills they need for a target role, assess readiness for a promotion, or build a professional development plan based on gaps. Do NOT use for full career change roadmaps (use career-pivot-roadmap), resume writing (use resume-bullet-writer), or academic learning plans (use study-plan-generator).

37 repo stars
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Slide Deck Rescuer · ferroxlabs bundle
Fix common presentation problems fast - story flow, visual cleanup, slide reduction, speaker notes, and design principles to rescue any deck in under an hour. Use when the user asks about slide deck rescuer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of slide deck rescuer or requires a different specialized skill.

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

37 repo stars
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Smart Goal Builder · ferroxlabs bundle
Transforms vague aspirations into SMART goals with Specific criteria, Measurable metrics, Attainability assessment, Relevance check, and Time-bound deadlines with interim milestones. Use when the user has a goal idea but it lacks clarity, wants to turn a wish into an actionable plan, or needs to define measurable success criteria for a personal objective. Do NOT use for organizational goal setting (use business strategy skills), habit formation or behavior change coaching (use health-wellness skills), or OKR creation (use `okr-builder` instead).

37 repo stars
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Spoken Word Artist · ferroxlabs bundle
Expert spoken word poetry guidance covering writing techniques, performance delivery, open mic navigation, recording and publishing, slam competition strategy, and building an audience for your voice. Use when the user asks about spoken word artist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of spoken word artist or requires a different specialized skill.

37 repo stars
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Spreadsheet Wizard · ferroxlabs bundle
Advanced Excel and Google Sheets mastery covering lookup functions, pivot tables, conditional formatting, macros and Apps Script, data validation, dashboard creation, and financial modeling techniques for business analysis. Use when the user asks about spreadsheet wizard, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of spreadsheet wizard or requires a different specialized skill.

37 repo stars
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Sprint Facilitator · ferroxlabs bundle
Becomes a senior agile coach who facilitates sprint ceremonies, tracks velocity, and drives impediment resolution for software development teams. Use when the user needs sprint planning, daily standup facilitation, retrospective guidance, velocity analysis, or sprint reporting. Do NOT use when the user needs multi-agent pipeline coordination (use team-coordinator), incident response management (use incident-commander), or hands-on coding and architecture work.

37 repo stars
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Stakeholder Update · ferroxlabs bundle
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
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Structural Editing · ferroxlabs bundle
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
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Sveltekit Patterns · ferroxlabs bundle
Guides expert-level sveltekit patterns implementation: javascript and frameworks decision frameworks, production-ready patterns, and concrete templates for sveltekit patterns workflows. Use when the user asks about sveltekit patterns, sveltekit patterns configuration, or javascript best practices for sveltekit projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Tax Loss Harvester · ferroxlabs bundle
Tax-loss harvesting education covering wash sale rules, substantially identical security definitions, direct indexing concepts, harvesting strategies and triggers, tracking methods, and integration with overall portfolio and tax planning. Use when the user asks about tax loss harvester, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tax loss harvester or requires a different specialized skill.

37 repo stars
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Tech Debt Analyzer · ferroxlabs bundle
Technical debt assessment covering debt categorization, measurement metrics, prioritization matrix, repayment strategies, stakeholder communication, tracking systems, and refactoring budget allocation. Use when the user asks about tech debt analyzer, tech debt analyzer best practices, or needs guidance on tech debt analyzer 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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Tech Due Diligence · ferroxlabs bundle
Technical due diligence for acquisitions and investments covering code quality audits, architecture reviews, team capability assessments, infrastructure evaluation, security posture analysis, scalability assessment, technical debt quantification, and risk scoring. Includes audit checklists, interview guides, and report templates for investors and acquirers. Use when the user asks about tech due diligence, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tech due diligence or requires a different specialized skill.

37 repo stars
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Terraform Engineer · ferroxlabs bundle
Infrastructure as Code with Terraform. Module design, state management (remote backends), workspace strategy, resource lifecycle, data sources, provisioners, Terraform Cloud, drift detection, import existing infrastructure, testing IaC. Use when the user asks about terraform engineer, terraform engineer best practices, or needs guidance on terraform 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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Train For Marathon · ferroxlabs bundle
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 · ferroxlabs bundle
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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Travel Safety Prep · ferroxlabs bundle
Creates a pre-departure safety checklist and emergency contacts template for travel. Gathers destination, trip type, traveler profile, and health considerations to produce a numbered action checklist with deadlines and an emergency reference card the traveler can carry. Use when the user asks about travel safety preparation, creating an emergency contacts card, pre-trip safety planning, or how to prepare for travel emergencies. Do NOT use for solo travel planning (use solo-travel-planner), travel insurance comparison (use travel-insurance-evaluator), or workplace safety compliance.

37 repo stars
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User Story Writing · ferroxlabs bundle
Writes agile user stories in standard format with acceptance criteria, definition of done, story point estimation guidance, and sprint-ready breakdown. Use when the user asks about user stories, writing user stories, acceptance criteria, agile story format, or backlog grooming. Do NOT use for full PRDs (use prd-writing), technical specifications (use technical-specification), or feature specifications (use feature-spec).

37 repo stars
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Vector DB Engineer · ferroxlabs bundle
Vector database engineering covering Pinecone, Weaviate, Qdrant, pgvector, Milvus, and Chroma selection and configuration, indexing strategies (HNSW, IVF, PQ), similarity search optimization, hybrid search, filtering, multi-tenancy, scaling patterns, and production operations. Use when the user asks about vector db engineer, vector db engineer best practices, or needs guidance on vector db 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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Video Editor Guide · ferroxlabs bundle
Comprehensive video editing guidance covering editing principles, pacing, rhythm, continuity editing, advanced cut types (J-cuts, L-cuts, match cuts), montage theory, color correction vs grading, sound design in post-production, and software-specific workflows for Premiere Pro, DaVinci Resolve, and Final Cut Pro. Use when the user asks about video editor 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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Voice Acting Coach · ferroxlabs bundle
Voice acting coaching assistant covering character voice development, vocal technique, recording setup and acoustics, audition preparation, demo reel creation, industry navigation for animation, video games, audiobooks, and commercial work, plus self-direction and performance skills for voice actors at every level. Use when the user asks about voice acting coach, or needs help with voice acting coaching assistant covering character voice development, vocal technique, recording setup and acoustics, audition preparation, demo reel creation, industry navigation for animation, video games, audiobooks, and commercial work, plus self-direction and performance skills for voice actors at every level. Do NOT use when the request requires professional specialized advice or falls outside the scope of voice acting coach.

37 repo stars
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Websocket Engineer · ferroxlabs bundle
Real-time communication expertise covering WebSocket protocol, Socket.IO patterns, connection lifecycle, room and channel management, reconnection strategies, scaling WebSockets, SSE vs WebSocket, heartbeat/ping-pong, and message serialization. Use when the user asks about websocket engineer, websocket engineer best practices, or needs guidance on websocket 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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White Paper Author · ferroxlabs bundle
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
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Womens Mens Health · ferroxlabs bundle
Informational guide covering gender-specific preventive screening schedules, common health concerns by life decade, hormonal health basics, reproductive health awareness, bone health, and cardiovascular health differences. Designed to promote health literacy and preventive care awareness. Use when the user asks about womens mens health, or needs help with informational guide covering gender-specific preventive screening schedules, common health concerns by life decade, hormonal health basics, reproductive health awareness, bone health, and cardiovascular health differences. Do NOT use when the request requires professional medical advice or falls outside the scope of womens mens health.

37 repo stars
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Lighting Setup · ferroxlabs bundle
Produces a lighting setup specification with key light position, modifier, fill light ratio and position, background light, and color temperature for portrait, product, and scene photography. All positions use clock-position notation relative to the subject. Use when the user asks about lighting for photography, studio lighting setup, portrait lighting, or product photography lighting. Do NOT use for camera exposure settings (use exposure-triangle), photo composition (use composition-guide), or post-processing color grading (use photo-editing-workflow).

37 repo stars
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LLM Fine Tuner · ferroxlabs bundle
Large language model fine-tuning expertise covering LoRA and QLoRA parameter-efficient methods, full fine-tuning strategies, dataset preparation and curation, instruction tuning, DPO alignment, evaluation frameworks, Hugging Face TRL and PEFT libraries, compute optimization, and deployment of fine-tuned models. Use when the user asks about llm fine tuner, llm fine tuner best practices, or needs guidance on llm fine tuner 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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LLM Integrator · ferroxlabs bundle
LLM API integration covering OpenAI, Anthropic, and Google API patterns, streaming responses, function calling and tool use, token counting, cost optimization, fallback strategies, rate limit handling, response caching, and multi-model routing. Use when the user asks about llm integrator, llm integrator best practices, or needs guidance on llm integrator 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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Make Automator · ferroxlabs bundle
Expert Make (formerly Integromat) automation covering scenario design, module configuration, routers for conditional branching, iterators and aggregators for array processing, error handling with break and resume, data store operations, webhook setup, custom API connections, scheduling strategies, and performance optimization for high-volume automation. Use when the user asks about make automator, make automator best practices, or needs guidance on make automator 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 · ferroxlabs bundle
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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Merch Designer · ferroxlabs bundle
Print-on-demand and merchandise design expertise covering design principles for physical products, platform selection, mockup creation, fulfillment logistics, pricing strategy, product line planning, and brand-aligned merchandise that fans actually want to buy and wear. Use when the user asks about merch designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Mlops Engineer · ferroxlabs bundle
MLOps and deployment covering model serving (TorchServe, TF Serving, Triton), containerized inference, A/B testing deployment, model monitoring (data drift, concept drift), feature stores, CI/CD for ML, GPU optimization, and model compression. Use when the user asks about mlops engineer, mlops engineer best practices, or needs guidance on mlops 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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Mobile Testing · ferroxlabs bundle
Expert mobile app testing covering unit testing (XCTest, JUnit), UI testing (Espresso, XCUITest, Detox), screenshot testing, device farm testing, performance testing, network condition simulation, accessibility testing, and crash reporting. Use when the user asks about mobile testing, mobile testing best practices, or needs guidance on mobile testing 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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Moving Planner · ferroxlabs bundle
End-to-end relocation guide with an 8-week timeline covering purging and packing strategy, utility transfers, address changes, hiring movers vs DIY, first week priorities in a new home, and community integration. Use when the user asks about moving 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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Music Producer · ferroxlabs bundle
Complete music production guidance from DAW selection through distribution. Covers arrangement, recording, mixing (EQ, compression, reverb, panning), mastering chain, sample libraries, MIDI workflow, collaboration with artists, and releasing music on streaming platforms. Use when the user asks about music producer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Mvp Definition · ferroxlabs bundle
Defines a minimum viable product with problem statement, core functionality scope, explicit exclusions, success metrics, and validation approach using MVP methodology. Use when the user asks about MVP definition, minimum viable product, scoping an MVP, what to build first, or lean product development. Do NOT use for idea validation experiments (use idea-validation), Lean Canvas creation (use lean-canvas), or feature specification (use feature-spec).

37 repo stars
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Nft Strategist · ferroxlabs bundle
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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Note Synthesis · ferroxlabs bundle
Synthesizes and connects concepts across multiple sets of notes for learners, identifying patterns, contradictions, and relationships between sources. Produces an integrative summary that goes beyond individual note sets. Use when a learner asks to connect ideas across notes, synthesize multiple readings, find patterns across study materials, or integrate notes from different lectures or sources. Do NOT use for single-source note taking (use `cornell-notes`), for concept mapping of one topic (use `concept-mapping`), or for academic literature review (use `literature-search`).

37 repo stars
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Orm Specialist · ferroxlabs bundle
ORM patterns and optimization expertise covering Active Record vs Data Mapper, Prisma/TypeORM/Sequelize/SQLAlchemy patterns, N+1 prevention, eager vs lazy loading, transaction management, raw query fallbacks, and migration generation. Use when the user asks about orm specialist, orm specialist best practices, or needs guidance on orm specialist implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Pantry Manager · ferroxlabs bundle
Pantry organization and inventory management system covering essential pantry staples by cuisine, shelf life reference for all food categories, FIFO rotation methodology, storage best practices, emergency meal planning from pantry items, and expiration date interpretation (best by vs use by vs sell by). Use when the user asks about pantry manager, or needs help with pantry organization and inventory management system covering essential pantry staples by cuisine, shelf life reference for all food categories, fifo rotation methodology, storage best practices, emergency meal planning from pantry items, and expiration date interpretation (best by vs use by vs sell by). Do NOT use when the request requires professional specialized advice or falls outside the scope of pantry manager.

37 repo stars
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Personal Tutor · ferroxlabs bundle
Adaptive personal tutoring skill using the Socratic method, scaffolded learning, learning style assessment (visual, auditory, kinesthetic), subject-specific teaching strategies, misconception identification, practice problem generation, and progress tracking. Use when the user asks about personal tutor, or needs help with adaptive personal tutoring skill using the socratic method, scaffolded learning, learning style assessment (visual, auditory, kinesthetic), subject-specific teaching strategies, misconception identification, practice problem generation, and progress tracking. Do NOT use when the request requires professional specialized advice or falls outside the scope of personal tutor.

37 repo stars
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Plan A Wedding · ferroxlabs bundle
Guides the user through the complete wedding planning process from budget setting through day-of coordination, chaining budgeting, event planning, vendor management, and timeline skills across multiple categories. Use when the user wants to plan a wedding, organize a marriage ceremony, or coordinate a wedding celebration. Do NOT use for elopement logistics, vow renewal ceremonies, or corporate event planning.

37 repo stars
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Podcast Editor · ferroxlabs bundle
Complete podcast audio editing and production guidance covering cleanup (noise reduction, EQ, compression), editing for pacing and storytelling, music beds and sound design, intro/outro creation, loudness standards (LUFS), show notes, transcription, and the full publishing workflow from raw recording to distribution. Use when the user asks about podcast editor or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Poetry Advisor · ferroxlabs bundle
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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Poetry Writing · ferroxlabs bundle
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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Pomodoro Study · ferroxlabs bundle
Creates structured Pomodoro study sessions with topic breakdowns, timed work intervals, breaks, and review periods for learners. Uses the Pomodoro technique to produce a ready-to-follow session plan -- not an explanation of what the Pomodoro technique is. Use when a learner asks to use the Pomodoro technique for studying, structure a focused study session, or create a timed study plan with breaks. Do NOT use for general study planning over weeks (use `study-plan`), for spaced repetition scheduling (use `spaced-repetition`), or for time management beyond study sessions (not an education skill).

37 repo stars
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Prototype Spec · ferroxlabs bundle
Produces an interactive prototype specification defining screen transitions, animation types, durations, easing curves, and interaction triggers in a tool-agnostic table format. Use when the user asks to define prototype interactions, specify screen transitions, document animations between states, or plan interaction flows for handoff to developers. Do NOT use for wireframing static layouts (use wireframe-specification), mapping user flows without animation detail (use user-flow-mapping), or building coded prototypes.

37 repo stars
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Readme Writing · ferroxlabs bundle
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

4,845 published skills · page 40 of 49