FerroxLabs

@ferroxlabs source repo

4.8k skills
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37 repo stars
4 weeks ago last updated

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Promotion Case Builder · ferroxlabs
Builds a written promotion case document with accomplishments and metrics, expanded scope evidence, peer and stakeholder impact, market rate context, and a clear ask. Produces a shareable document the user can present to their manager or leadership. Use when the user wants to make a case for promotion, prepare a promotion packet, or document their achievements to support a level-up request. Do NOT use for performance review self-assessments (use performance-review-prep), salary negotiation scripts (use salary-negotiation-script), or resume writing (use resume-bullet-writer).

37 repo stars
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Major Purchase Decision · ferroxlabs
Applies a structured buy/wait/skip decision framework to any large purchase. Evaluates affordability, needs vs. wants, financing cost, opportunity cost, and timing. Produces a scored decision matrix using the user's actual numbers and priorities without recommending the outcome. Use when the user asks about making a large purchase, is deciding whether to buy something expensive, or wants a framework for evaluating a significant spending decision. Do NOT use for home buying (use home-buying-checklist), car buying specifically (use car-buying-analysis), or insurance decisions (use insurance-comparison).

37 repo stars
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Retirement Savings Calculator · ferroxlabs
Calculates monthly savings needed to reach a retirement target using compound growth math. The user provides their target amount, time horizon, current savings, and assumed growth rate. The skill computes the required monthly contribution and shows growth trajectories at different rates. Use when the user asks how much to save for retirement, wants to calculate retirement savings needs, or wants to project investment growth over time. Do NOT use for choosing specific investments (use portfolio-allocation-framework), understanding account types (use investment-account-types), or tax planning (use tax-advantaged-optimizer).

37 repo stars
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Salary Negotiation Script · ferroxlabs
Produces a word-for-word salary negotiation dialogue with branching responses for different scenarios including initial offers, raise requests, pushback handling, and closing techniques. Works for both new job offers and current role raises. Use when the user wants to negotiate salary, prepare for a compensation conversation, counter an offer, or ask for a raise with specific talking points. Do NOT use for written counter-offer emails (use counter-offer-letter), freelance rate setting (use freelance-rate-calculator), or general career planning (use career-pivot-roadmap).

37 repo stars
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Fifty Thirty Twenty Budget · ferroxlabs
Applies the 50/30/20 budgeting rule to the user's income, categorizing every expense as a need (50%), want (30%), or savings/debt repayment (20%). Produces a populated allocation table showing current spending against these targets with specific rebalancing recommendations. Use when the user asks about the 50/30/20 rule, wants a simple percentage-based budget, or needs help categorizing spending into needs, wants, and savings. Do NOT use for zero-based budgeting (use zero-based-budget), variable income budgets (use variable-income-budget), or investment allocation.

37 repo stars
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Insurance Needs Assessment · ferroxlabs
Evaluates insurance coverage gaps across health, life, disability, auto, and renters/homeowners categories based on the user's life situation, dependents, assets, and income. Produces a coverage assessment matrix identifying what the user has, what they may need, and what to evaluate further with a licensed professional. Use when the user asks about insurance needs, wants to evaluate their coverage, or wonders what types of insurance they should consider. Do NOT use for comparing specific insurance policies or providers (this requires licensed professional evaluation), health insurance enrollment help, or business insurance needs.

37 repo stars
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Career Trajectory Analyzer · ferroxlabs
Comprehensive career path evaluation that inventories current skills, assesses market alignment, identifies growth gaps, and produces a scored career trajectory report with actionable advancement recommendations. Use when the user asks about career trajectory analyzer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of career trajectory analyzer or requires a different specialized skill.

37 repo stars
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Financial Wellness Scorecard · ferroxlabs
Holistic financial health evaluation covering income stability, savings adequacy, debt management, insurance coverage, and retirement preparedness. Produces a scored wellness report with prioritized action steps for financial improvement. Use when the user asks about financial wellness scorecard, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of financial wellness scorecard or requires a different specialized skill.

37 repo stars
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Blockchain Security Auditor · ferroxlabs bundle
Smart contract security auditing methodology covering vulnerability classification (reentrancy, flash loan attacks, oracle manipulation, access control), automated and manual review techniques, audit report writing, tool proficiency (Slither, Mythril, Echidna), and remediation guidance for EVM-compatible chains. Use when the user asks about blockchain security auditor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of blockchain security auditor or requires a different specialized skill.

37 repo stars
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Build Photography Portfolio · ferroxlabs bundle
End-to-end workflow for building a professional photography portfolio from niche selection through shooting, editing, website creation, and client acquisition. Covers gear decisions, shooting technique, post-processing workflow, portfolio curation, online presence, and the transition from hobbyist to working photographer. Use when the user wants to build photography portfolio 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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Carbon Footprint Calculator · ferroxlabs bundle
Carbon footprint calculation expertise covering personal and business emission measurement across Scope 1-3, reduction strategy prioritization, carbon offset evaluation and quality criteria, tracking and reporting frameworks (GHG Protocol), lifestyle change impact quantification, and building actionable decarbonization plans. Use when the user asks about carbon footprint calculator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of carbon footprint calculator or requires a different specialized skill.

37 repo stars
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Clean Architecture Patterns · ferroxlabs bundle
Guides expert-level clean architecture patterns implementation: clean-code and design-patterns decision frameworks, production-ready patterns, and concrete templates for clean architecture patterns workflows. Use when the user asks about clean architecture patterns, clean architecture patterns configuration, or architecture best practices for clean projects. Do NOT use when the user needs a different architecture design capability -- check sibling skills in the architecture design subcategory.

37 repo stars
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Client Onboarding Checklist · ferroxlabs bundle
Produces a complete client onboarding workflow including discovery call agenda, contract checklist, kickoff document, communication expectations, and first deliverable timeline. Creates a reusable onboarding process document. Use when the user needs to onboard a new freelance or consulting client, create a structured onboarding process, or set up a new client engagement with clear expectations and milestones. Do NOT use for employee onboarding (use HR skills), project kickoff for internal teams (use project management skills), or writing client proposals (use freelance-proposal-writer).

37 repo stars
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Context Switching Reduction · ferroxlabs bundle
Designs a personal work context system that minimizes cognitive switching costs. Groups tasks by context, assigns time blocks, sets transition rules, and produces a context-optimized schedule. Use when the user asks about reducing context switching, batching similar work, minimizing distractions, or improving focus by grouping related tasks. Do NOT use for general time blocking (use time-blocking), email-specific management (use inbox-zero), or team workflow optimization (use business operations skills).

37 repo stars
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Cross Cultural Communicator · ferroxlabs bundle
Navigate cross-cultural communication effectively using Hofstede's cultural dimensions, high vs low context frameworks, region-specific business etiquette, meeting and negotiation styles, gift-giving and dining protocols, trust-building strategies, and practical guidance for working across diverse cultural contexts. Use when the user asks about cross cultural communicator or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Customer Support Specialist · ferroxlabs bundle
Becomes a seasoned customer support specialist who triages issues, crafts empathetic responses, manages escalation workflows, and builds knowledge base articles for recurring problems. Use when the user needs help writing customer responses, classifying support tickets, designing escalation procedures, or creating FAQ content. Use for SLA-aware issue management and support team documentation. Do NOT use when the user needs engineering debugging, infrastructure troubleshooting, or direct code fixes.

37 repo stars
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Database Migration Patterns · ferroxlabs bundle
Guides expert-level database migration patterns implementation: database and automation decision frameworks, production-ready patterns, and concrete templates for database migration patterns workflows. Use when the user asks about database migration patterns, database migration patterns configuration, or database best practices for database projects. Do NOT use when the user needs a different backend infrastructure capability -- check sibling skills in the backend infrastructure subcategory.

37 repo stars
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Debt Consolidation Analysis · ferroxlabs bundle
Evaluates whether consolidating multiple debts into a single loan is mathematically advantageous. Compares the total cost of keeping debts separate versus consolidating by calculating total interest, monthly payments, and payoff timelines under both scenarios. Produces a side-by-side comparison with a clear recommendation framework. Use when the user asks about debt consolidation, combining debts, balance transfers, or whether a consolidation loan makes sense for their situation. Do NOT use for debt payoff sequencing (use debt-snowball-planner or debt-avalanche-planner), comparing new loan offers (use loan-comparison), or business debt restructuring.

37 repo stars
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Debt Elimination Strategist · ferroxlabs bundle
Synthesizes Debt Snowball, Debt Avalanche, Debt Consolidation, and Balance Transfer strategies into The Debt Freedom Roadmap - a systematic approach to eliminating debt based on your financial profile and psychology. Use when the user asks about debt elimination strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of debt elimination strategist or requires a different specialized skill.

37 repo stars
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Difficult Conversation Prep · ferroxlabs bundle
Provides structured preparation frameworks for difficult conversations in personal relationships. Produces pre-conversation plans with intent clarification, anticipated responses, setting and timing recommendations, opening scripts, and de-escalation strategies. Use when the user needs to prepare for a difficult conversation with a partner, family member, friend, or other personal relationship. Do NOT use for workplace difficult conversations (use business communication skills), couples therapy preparation, or assessing relationship health.

37 repo stars
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Digital Literacy Assessment · ferroxlabs bundle
Evaluate proficiency with digital tools, online security practices, digital communication effectiveness, and productivity technology to identify skill gaps and learning priorities Use when the user asks about digital literacy assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of digital literacy assessment or requires a different specialized skill.

37 repo stars
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Educational Content Creator · ferroxlabs bundle
Design and develop courses, worksheets, videos, quizzes, and interactive educational content for diverse learning environments and audiences. Use when the user asks about educational content creator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of educational content creator or requires a different specialized skill.

37 repo stars
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Emotional Regulation Skills · ferroxlabs bundle
Teaches specific named emotional regulation techniques (the STOP technique, urge surfing, cognitive reframing, emotional labeling, opposite action, and physiological soothing) with step-by-step sequences. Gathers the user's emotional challenges and triggers, then produces a personalized regulation toolkit with technique instructions and a situation-response plan. Use when the user asks about managing emotions, controlling anger, handling frustration, emotional regulation strategies, or building emotional resilience. Do NOT use for clinical emotional dysregulation treatment, personality disorder management, or replacing professional mental health support.

37 repo stars
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Engineering Manager Toolkit · ferroxlabs bundle
Engineering management practices covering one-on-one meetings, performance reviews, team building, hiring, conflict resolution, career development frameworks, sprint planning, technical debt management, and stakeholder communication. Includes templates for 1:1 agendas, performance feedback, team health assessments, and org design. Use when the user asks about engineering manager toolkit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of engineering manager toolkit or requires a different specialized skill.

37 repo stars
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Fdm Printing Beginner Guide · ferroxlabs bundle
Teaches beginners FDM 3D printing fundamentals: slicer software settings (layer height, infill percentage, support structures), bed adhesion methods, common print failure diagnosis (stringing, warping, layer shifting, under-extrusion), and a first-print sequence that builds understanding progressively. Use when the user wants to start 3D printing, asks about slicer settings, print quality troubleshooting, filament selection, or bed adhesion. Do NOT use for resin (SLA/DLP) printing, 3D modeling and CAD design, or professional manufacturing processes.

37 repo stars
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Financial Independence Plan · ferroxlabs bundle
Guided workflow for creating a comprehensive financial independence plan from current financial assessment through budgeting, investment strategy, tax optimization, and timeline projection. Covers the FIRE methodology adapted for individual circumstances and risk tolerances. Use when the user wants to financial independence plan 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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Freelance Contract Template · ferroxlabs bundle
Produces plain-language contract clauses covering scope, payment terms, revision limits, intellectual property ownership, confidentiality, and termination for freelance engagements. Includes a note to review with legal counsel before use. Use when the user needs a freelance contract template, wants to draft contract terms for a client engagement, or needs to define the legal framework for a freelance project. Do NOT use for employment contracts (use business HR skills), legal document review (use legal-civic skills), or business partnership agreements (use business legal skills).

37 repo stars
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Freelance Designer Business · ferroxlabs bundle
Business guidance for freelance designers covering rate setting, project scoping, client contracts, proposal writing, portfolio curation, client acquisition, time management, scope creep prevention, invoicing workflows, and business entity setup. Includes pricing calculators, contract clause templates, and client communication frameworks. Use when the user asks about freelance designer business, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of freelance designer business or requires a different specialized skill.

37 repo stars
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Guitar Beginner Foundations · ferroxlabs bundle
Teaches absolute beginners the first open chord shapes (G, C, D, Em, Am), correct finger placement with fret-hand diagrams, basic strumming patterns (all-downstroke, down-down-up, alternating bass), and a first-song chord progression sequence. Use when the user wants to start learning guitar, asks about beginner chords, first strumming patterns, or how to hold and fret a guitar. Do NOT use for intermediate barre chords or lead guitar techniques, music theory beyond basic chord names (use music-theory-fundamentals), or professional recording setup (use home-recording-starter).

37 repo stars
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Home Maintenance Assessment · ferroxlabs bundle
Systematic home inspection evaluation covering structural systems, mechanical systems, exterior and interior condition, and safety readiness. Produces a prioritized maintenance scorecard with budget estimates and scheduling recommendations. Use when the user asks about home maintenance assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of home maintenance assessment or requires a different specialized skill.

37 repo stars
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Hurricane Preparation Guide · ferroxlabs bundle
Hurricane preparedness expertise covering timeline-based preparation checklists, emergency supply planning, property protection techniques, evacuation planning and execution, insurance documentation, communication plans, post-storm recovery procedures, and building long-term resilience for hurricane-prone areas. Use when the user asks about hurricane preparation guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of hurricane preparation guide or requires a different specialized skill.

37 repo stars
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Inclusive Design Specialist · ferroxlabs bundle
Apply universal design principles, create diverse personas, identify edge cases, and design products that work for the widest possible range of human ability, context, and identity. Use when the user asks about inclusive design specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of inclusive design specialist or requires a different specialized skill.

37 repo stars
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Industry Research Framework · ferroxlabs bundle
Structures deep industry research covering key players, business models, trends, job market dynamics, and entry points. Produces a comprehensive research brief document for career decision-making. Use when the user wants to research an industry before a career move, understand a new market for job targeting, or conduct due diligence on an industry they are considering entering. Do NOT use for company-specific research before an interview (use company-research-guide), competitive analysis for business strategy (use competitive-analysis), or market research for a product (use market-research skills).

37 repo stars
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Javascript Testing Patterns · ferroxlabs bundle
Guides expert-level JavaScript and TypeScript testing: Vitest vs Jest decision tree, ESM mocking strategies, snapshot testing, coverage configuration, and test runner selection for modern projects. Use when the user asks about JavaScript testing, Vitest, Jest, mocking ESM, snapshot testing, coverage, test runner selection, TypeScript testing. Do NOT use when the user asks about Node.js project setup (use `nodejs-project-setup`), general testing concepts (use `unit-testing-patterns`), E2E testing (use `e2e-testing-patterns`).

37 repo stars
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Linkedin Headline Optimizer · ferroxlabs bundle
Produces 5 LinkedIn headline variants with keyword analysis for discoverability, selecting the optimal combination of role title, specialization, and value proposition within LinkedIn's 220-character limit. Analyzes each variant for recruiter searchability and click appeal. Use when the user wants to optimize their LinkedIn headline, improve their profile visibility, or create a headline that attracts recruiters. Do NOT use for LinkedIn About sections (use linkedin-summary-writer), LinkedIn messages (use recruiter-outreach or networking-message-writer), or resume summaries (use resume-summary-writer).

37 repo stars
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Model Evaluation Specialist · ferroxlabs bundle
Advanced model evaluation covering LLM benchmarks, evaluation frameworks (lm-evaluate-harness, HELM, RAGAS), leaderboard interpretation, custom metrics design, human evaluation protocols, automated LLM-as-judge patterns, and evaluation pipeline architecture for both traditional ML and generative AI systems. Use when the user asks about model evaluation specialist, model evaluation specialist best practices, or needs guidance on model evaluation 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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Neurodivergent Communicator · ferroxlabs bundle
Social scripts, masking awareness, self-advocacy strategies, disclosure guidance, and communication bridges between neurodivergent and neurotypical styles. Use when the user asks about neurodivergent communicator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of neurodivergent communicator or requires a different specialized skill.

37 repo stars
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Nutrition Framework Builder · ferroxlabs bundle
Synthesizes IIFYM (flexible dieting), Mediterranean diet principles, Zone Diet concepts, Intuitive Eating, and Precision Nutrition coaching into The Nutrition Architecture - a personalized framework for sustainable eating that fits your goals, preferences, and lifestyle. Use when the user asks about nutrition framework builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of nutrition framework builder or requires a different specialized skill.

37 repo stars
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Paper Document Organization · ferroxlabs bundle
Creates a filing system for household documents including financial records, legal documents, medical files, warranties, and ongoing paperwork. Covers physical filing structure, retention schedules by document type, and a workflow for processing incoming paper. Use when the user asks about organizing paperwork, setting up a filing system, document retention periods, or managing household paperwork flow. Do NOT use for digital file organization, business document management, or general decluttering (use decluttering-method).

37 repo stars
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Parent Teacher Communicator · ferroxlabs bundle
Facilitate productive parent-teacher conferences, write effective progress reports, and build collaboration frameworks between families and schools. Use when the user asks about parent teacher communicator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of parent teacher communicator or requires a different specialized skill.

37 repo stars
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Portfolio Rebalancing Coach · ferroxlabs bundle
Portfolio rebalancing education covering target allocation setting, drift threshold strategies, calendar vs threshold triggers, tax-efficient rebalancing methods, rebalancing across multiple account types, and behavioral coaching to maintain discipline through market volatility. Use when the user asks about portfolio rebalancing coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of portfolio rebalancing coach or requires a different specialized skill.

37 repo stars
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Power Of Attorney Explainer · ferroxlabs bundle
Explains the types of power of attorney (financial, healthcare, durable, springing), when each type applies, and what questions to ask an attorney about establishing one. Produces a comparison table and a preparation question list for attorney consultation. Use when the user asks about power of attorney, POA, who makes decisions if they are incapacitated, or how to authorize someone to act on their behalf. Do NOT use for drafting a POA document, recommending a specific POA type for the user's situation, or healthcare directive details (use healthcare-directive-guide).

37 repo stars
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Preventive Health Checklist · ferroxlabs bundle
Produces annual health maintenance checklists organized by life stage covering screenings, immunizations, dental care, vision care, and self-care habits. Creates a comprehensive yet actionable checklist that helps users stay on top of routine preventive health tasks throughout the year. Use when the user asks about annual health tasks, preventive health maintenance checklists, what health appointments to schedule each year, or building a yearly health routine. Do NOT use for interpreting health results, recommending specific screenings for individual conditions, or providing medical advice about health maintenance priorities.

37 repo stars
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Productivity System Builder · ferroxlabs bundle
Synthesizes GTD, Bullet Journal, Time Blocking, Pomodoro, and Eisenhower Matrix into The Adaptive Productivity Stack - a personalized system for capturing, prioritizing, scheduling, and executing work. Use when the user asks about productivity system builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of productivity system builder or requires a different specialized skill.

37 repo stars
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Reconnection After Conflict · ferroxlabs bundle
Provides post-conflict repair sequences with conversation timing guidance, trust rebuilding steps, and incremental reconnection strategies. Produces structured reconnection plans with specific scripts for re-engagement after arguments or periods of distance. Use when the user wants to reconnect after a fight, rebuild after a period of emotional distance, or repair a relationship after a significant disagreement. Do NOT use for reconciliation after separation, assessing whether to continue a relationship, or replacing couples therapy.

37 repo stars
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Relapse Prevention Planning · ferroxlabs bundle
Creates a structured plan for getting back on track after a habit break, covering common disruption patterns (travel, illness, schedule changes, motivation loss), recovery protocols, and streak rebuilding strategies. Produces a complete recovery playbook with warning signs, action steps, and minimum viable habit rules for maintaining progress during disruptions. Use when the user asks about getting back on track after falling off a habit, recovering from a habit break, preventing habit backsliding, or maintaining habits during disruptions. Do NOT use for substance abuse relapse prevention, addiction recovery planning, or clinical relapse prevention for mental health conditions.

37 repo stars
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Remote Team Culture Builder · ferroxlabs bundle
Remote team culture expertise covering virtual ritual design, asynchronous communication norms, documentation-first practices, distributed team bonding activities, feedback mechanisms for remote teams, timezone management, and building belonging and trust in fully distributed teams. Use when the user asks about remote team culture builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of remote team culture builder or requires a different specialized skill.

37 repo stars
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Security Incident Responder · ferroxlabs bundle
Security incident response expertise covering NIST incident response lifecycle, containment strategies, evidence preservation, forensic analysis basics, communication templates, post-incident review, incident classification and severity levels, and playbook creation for handling security incidents efficiently and effectively. Use when the user asks about security incident responder, security incident responder best practices, or needs guidance on security incident responder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Security Posture Assessment · ferroxlabs bundle
Comprehensive security posture evaluation covering vulnerability management, access controls, policy compliance, incident readiness, and security culture to produce an actionable security scorecard. Use when the user asks about security posture assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of security posture assessment or requires a different specialized skill.

37 repo stars
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Sibling Conflict Navigation · ferroxlabs bundle
Provides frameworks for managing sibling conflicts including when to intervene versus when to let children resolve disputes independently. Produces conflict resolution scripts by age, intervention decision trees, and sibling cooperation strategies. Use when the user asks about sibling fighting, rivalry, managing conflicts between children, or helping siblings get along. Do NOT use for assessing psychological dynamics between siblings, diagnosing behavioral disorders, or replacing family therapy.

37 repo stars
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Social Engineering Defender · ferroxlabs bundle
Recognize and defend against social engineering attacks including phishing emails, vishing phone calls, pretexting scenarios, and manipulation tactics through verification protocols, awareness training, and incident response procedures Use when the user asks about social engineering defender, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of social engineering defender or requires a different specialized skill.

37 repo stars
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Special Education Navigator · ferroxlabs bundle
Navigate IEP processes, accommodations, advocacy strategies, parental rights, and special education resources to support students with disabilities. Use when the user asks about special education navigator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of special education navigator or requires a different specialized skill.

37 repo stars
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Startup Readiness Scorecard · ferroxlabs bundle
Startup launch readiness assessment evaluating team composition, market validation, product maturity, financial preparedness, and legal foundation to produce a go/no-go scorecard. Use when the user asks about startup readiness scorecard, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of startup readiness scorecard or requires a different specialized skill.

37 repo stars
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Streaming Data Architecture · ferroxlabs bundle
Designs a streaming data architecture defining event schema, producer configuration, consumer processing logic, state management approach, and fault tolerance strategy. Produces a system specification document for real-time data pipelines. Use when the user asks to design a real-time data pipeline, build an event-driven architecture, implement stream processing, or plan a system that processes data as it arrives rather than in batches. Do NOT use for batch ETL pipelines (use etl-pipeline-design), data warehouse design (use data-warehouse-design), or API data extraction (use api-data-extraction).

37 repo stars
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String Algorithm Specialist · ferroxlabs bundle
Guides string algorithm mastery including KMP pattern matching, suffix arrays, string hashing, trie-based matching, and Z-algorithm with complexity analysis Use when the user asks about string algorithm specialist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of string algorithm specialist or requires a different specialized skill.

37 repo stars
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Sustainable Fashion Curator · ferroxlabs bundle
Ethical and sustainable fashion guidance including brand evaluation, thrifting strategies, capsule wardrobe building, fabric sustainability, and responsible consumption practices. Use when the user asks about sustainable fashion curator, or needs help with ethical and sustainable fashion guidance including brand evaluation, thrifting strategies, capsule wardrobe building, fabric sustainability, and responsible consumption practices. Do NOT use when the request requires professional specialized advice or falls outside the scope of sustainable fashion curator.

37 repo stars
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Sustainable Investing Guide · ferroxlabs bundle
Sustainable investing expertise covering ESG criteria evaluation, greenwashing detection, impact measurement frameworks, sustainable fund selection, screening strategies (negative, positive, thematic), ESG rating provider comparison, regulatory landscape (EU SFDR, SEC), and building a values-aligned investment portfolio. Use when the user asks about sustainable investing guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sustainable investing guide or requires a different specialized skill.

37 repo stars
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Symptom Documentation Guide · ferroxlabs bundle
Teaches how to observe, record, and organize symptoms systematically for productive medical conversations. Produces a symptom documentation template with structured observation categories, pattern tracking, and provider communication frameworks. Does NOT interpret or diagnose symptoms. Use when the user asks about documenting symptoms, keeping a symptom diary, how to describe symptoms to a doctor, or tracking health patterns over time. Do NOT use for interpreting symptoms, suggesting diagnoses, recommending treatments, or assessing symptom severity.

37 repo stars
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Terminal Productivity Boost · ferroxlabs bundle
Quick-win terminal productivity guide covering aliases, shell functions, fuzzy finding, tmux basics, prompt customization, and time-saving shell configurations that pay off immediately. Use when the user asks about terminal productivity boost, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of terminal productivity boost or requires a different specialized skill.

37 repo stars
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Theory Of Constraints Coach · ferroxlabs bundle
Applied Theory of Constraints guide covering bottleneck identification, the Five Focusing Steps, Drum-Buffer-Rope scheduling, Thinking Processes, throughput accounting, and practical techniques for finding and exploiting system constraints. Use when the user asks about theory of constraints coach, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of theory of constraints coach or requires a different specialized skill.

37 repo stars
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Websocket Realtime Patterns · ferroxlabs bundle
Guides expert-level websocket and real-time patterns implementation: web-development and frameworks decision frameworks, production-ready patterns, and concrete templates for websocket realtime patterns workflows. Use when the user asks about websocket and real-time patterns, websocket realtime patterns configuration, or backend best practices for websocket projects. Do NOT use when the user needs a different backend infrastructure capability -- check sibling skills in the backend infrastructure subcategory.

37 repo stars
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Work Life Boundary Designer · ferroxlabs bundle
Design sustainable work-life boundaries for remote workers through intentional schedules, dedicated workspaces, shutdown rituals, burnout prevention strategies, and communication protocols that protect personal time without sacrificing productivity Use when the user asks about work life boundary designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of work life boundary designer or requires a different specialized skill.

37 repo stars
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Workplace Conflict Resolver · ferroxlabs bundle
Mediation approaches, documentation practices, escalation paths, HR navigation, self-advocacy techniques, and strategies for resolving professional disagreements. Use when the user asks about workplace conflict resolver, or needs help with mediation approaches, documentation practices, escalation paths, hr navigation, self-advocacy techniques, and strategies for resolving professional disagreements. Do NOT use when the request requires professional specialized advice or falls outside the scope of workplace conflict resolver.

37 repo stars
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Workplace Conversation Prep · ferroxlabs bundle
Prepares the user for a difficult workplace conversation by scripting the opening statement, anticipated responses with branching dialogue, and de-escalation moves. Covers feedback delivery, conflict resolution, boundary setting, and saying no to scope creep. Produces a conversation script with branches. Use when the user needs to have a difficult conversation at work, deliver tough feedback, resolve a conflict with a colleague, set boundaries, or push back on unreasonable requests. Do NOT use for salary negotiation (use salary-negotiation-script), performance review preparation (use performance-review-prep), or mentorship outreach (use mentorship-outreach).

37 repo stars
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Ab Test Design Data Analysis · ferroxlabs bundle
Designs an A/B test from scratch. Defines the hypothesis, calculates required sample size, specifies randomization method, sets success metrics and minimum detectable effect, and produces a results interpretation template. Use when the user wants to set up a controlled experiment to test whether a change produces a measurable improvement. Do NOT use for interpreting completed test results (use hypothesis-testing), analyzing existing data without experimentation (use correlation-analysis), or survey design (use survey-design in the research cluster).

37 repo stars
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Accountability System Design · ferroxlabs bundle
Designs personalized accountability systems for habit and goal maintenance, including accountability partner structures, check-in formats, commitment contracts, and progress reporting templates. Gathers the user's goals and social context, then produces a complete accountability framework with partner selection criteria, meeting agendas, and escalation protocols. Use when the user asks about accountability partners, staying accountable to goals, creating check-in systems, commitment devices, or building social support for habit change. Do NOT use for clinical supervision structures, addiction recovery sponsorship, or group therapy facilitation.

37 repo stars
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Ace System Design Interviews · ferroxlabs bundle
Comprehensive preparation workflow for system design interviews at top technology companies. Covers mastering fundamentals like scalability and distributed systems, learning common design patterns, structured practice with real problems, mock interviews with feedback, and peak performance strategies for interview day. Use when the user wants to ace system design interviews 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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Alternative Investment Guide · ferroxlabs bundle
Alternative investments education covering private equity, venture capital, commodities, precious metals, art, collectibles, farmland, cryptocurrency allocation, risk assessment frameworks, and portfolio integration. Helps users understand options beyond traditional stocks and bonds. Use when the user asks about alternative investment guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of alternative investment guide or requires a different specialized skill.

37 repo stars
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Application Secrets Security · ferroxlabs bundle
Secrets management expertise covering HashiCorp Vault and AWS Secrets Manager patterns, secret rotation strategies, environment variable management, config file handling, git secret scanning, CI/CD secret injection, zero-trust secret access, and audit logging for keeping sensitive credentials secure throughout the software lifecycle. Use when the user asks about application secrets security, application secrets security best practices, or needs guidance on application secrets security implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Caregiver Burnout Prevention · ferroxlabs bundle
Produces caregiver burnout assessment frameworks, self-care plans, boundary maintenance strategies, respite care options, and warning sign checklists for family caregivers managing elder care or chronic illness support. Generates personalized burnout prevention plans with concrete scheduling and resource identification. Use when the user asks about caregiver stress, burnout prevention, self-care for caregivers, or managing the emotional toll of caregiving. Do NOT use for mental health diagnosis or therapy (consult a licensed therapist), medical caregiver duties (consult physicians), or care facility evaluation (use care-facility-evaluation).

37 repo stars
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Collection Inventory Builder · ferroxlabs bundle
Creates a structured collection inventory system with database schema design, cataloguing workflows, condition grading frameworks, and storage documentation for any collectible type. Gathers the user's collection type, size, and goals to produce a complete inventory template with fields, grading criteria, and maintenance protocols. Use when the user asks about cataloguing a collection, building a collection database, tracking collectible items, organizing an inventory of collectibles, or documenting collection condition and provenance. Do NOT use for determining the monetary value of collectibles (use collection-valuation-guide), authenticating items for fraud detection (use collectible-authentication-guide), insurance appraisals, or business inventory management for retail stock.

37 repo stars
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Community Resilience Builder · ferroxlabs bundle
CERT team participation, neighborhood preparedness plans, mutual aid networks, community emergency response training, and strategies for building collective disaster resilience Use when the user asks about community resilience builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of community resilience builder or requires a different specialized skill.

37 repo stars
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Competitive Debugging Master · ferroxlabs bundle
Competitive programming debugging mastery covering stress testing with random test generators, systematic edge case identification, time and memory optimization techniques, common bug patterns in contest code, binary search on test cases, and strategies for debugging under contest time pressure. Use when the user asks about competitive debugging master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of competitive debugging master or requires a different specialized skill.

37 repo stars
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Compliance Checklist Builder · ferroxlabs bundle
Builds a business compliance self-audit checklist organized by category (registration, tax, employment, industry-specific, data privacy, insurance) based on the user's business type, size, and location. Produces a prioritized checklist with deadlines, responsible parties, and resources for verification. Use when the user is starting a business and wants to know what compliance requirements apply, wants to audit their current compliance status, or needs to prepare for a compliance review. Do NOT use for tax preparation, regulatory filing, legal compliance certification, or industry-specific regulatory guidance requiring specialized expertise.

37 repo stars
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Conditional Formatting Rules · ferroxlabs bundle
Produces a conditional formatting rule set for a specific use case. Specifies rule type (cell value, formula-based, color scale, data bars), criteria, color assignments with hex codes, and rule priority order. Output is the exact configuration to apply. Use when the user wants to highlight cells, create heat maps, add data bars, or visually encode data values in a spreadsheet. Do NOT use for chart color selection (use color-in-data), data validation rules (use data-validation-setup), or general spreadsheet formulas (use excel-lookup-formulas).

37 repo stars
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Creative Portfolio Evaluator · ferroxlabs bundle
Cross-discipline creative portfolio assessment evaluating artistic cohesion, technical skill, presentation quality, and market positioning. Produces a scored evaluation with recommendations for strengthening creative identity and professional opportunity. Use when the user asks about creative portfolio evaluator, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of creative portfolio evaluator or requires a different specialized skill.

37 repo stars
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Cybersecurity Awareness Test · ferroxlabs bundle
Practical cybersecurity awareness assessment covering phishing recognition, password hygiene, social engineering awareness, device security, incident reporting, and producing a personalized security improvement plan. Use when the user asks about cybersecurity awareness test, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of cybersecurity awareness test or requires a different specialized skill.

37 repo stars
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Devops Pipeline From Scratch · ferroxlabs bundle
End-to-end workflow for building a complete DevOps pipeline from an empty repository through CI/CD, infrastructure as code, monitoring, alerting, and incident response. Covers the full lifecycle from first commit to production-grade operations. Use when the user wants to devops pipeline from scratch 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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Difficult Conversations Kids · ferroxlabs bundle
Provides age-appropriate language frameworks and conversation guides for discussing difficult topics with children, including divorce, death, major life changes, illness, and family disruptions. Produces structured conversation plans with opening scripts, follow-up responses, and ongoing support strategies. Use when the user needs help talking to a child about a difficult topic such as divorce, death, moving, serious illness, or other major life changes. Do NOT use for grief therapy, clinical assessment of a child's emotional state, or replacing a child psychologist's guidance.

37 repo stars
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Distributed Systems Designer · ferroxlabs bundle
Distributed systems architecture expert covering CAP theorem application, consensus algorithms (Raft, Paxos, PBFT), partition tolerance strategies, distributed transactions (2PC, saga, outbox pattern), leader election, clock synchronization, CRDTs, and failure mode analysis. Use when the user asks about distributed systems designer, distributed systems designer best practices, or needs guidance on distributed systems 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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Earthquake Readiness Planner · ferroxlabs bundle
Earthquake preparedness expertise covering structural assessment basics, Drop-Cover-Hold-On response, emergency supply planning, family communication plans, aftershock preparedness, utility shutoff procedures, building resilience assessment, and post-earthquake safety evaluation for residential and workplace settings. Use when the user asks about earthquake readiness planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of earthquake readiness planner or requires a different specialized skill.

37 repo stars
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Financial Literacy Explainer · ferroxlabs bundle
Explains a financial concept (compound interest, inflation, tax-advantaged accounts, diversification, amortization, or other core concepts) in plain language with a concrete worked example using the user's actual numbers. Produces an explanation with a calculation walkthrough the user can verify and apply. Use when the user asks "what is [financial concept]?", wants to understand how a financial mechanism works, or needs a concept explained with their own numbers. Do NOT use for investment advice, specific product recommendations, or tax filing guidance.

37 repo stars
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Green Transportation Planner · ferroxlabs bundle
Analyzes personal transportation habits and produces a mode-shift plan with CO2 and cost comparisons by commute type (car vs. transit vs. bike vs. EV vs. carpool). Gathers the user's commute details, location, and constraints to produce a practical transition plan with estimated emissions reduction and financial impact. Use when the user asks about reducing transportation emissions, comparing commute options by environmental impact, evaluating transit or cycling vs. driving, or considering an EV transition. Do NOT use for daily cycling commute route planning (use cycling-route-planner for recreational routes), fleet management or commercial transportation, urban planning or public transit advocacy, or auto purchase decisions based on non-environmental criteria.

37 repo stars
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Integration Testing Patterns · ferroxlabs bundle
Guides expert-level integration testing patterns implementation: automation and best-practices decision frameworks, production-ready patterns, and concrete templates for integration testing patterns workflows. Use when the user asks about integration testing patterns, integration testing patterns configuration, or testing best practices for integration projects. Do NOT use when the user needs a different testing quality capability -- check sibling skills in the testing quality subcategory.

37 repo stars
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Leadership Competency Review · ferroxlabs bundle
Comprehensive leadership assessment scoring vision-setting, influence, execution capability, and team development to identify strengths and growth areas for current and aspiring leaders Use when the user asks about leadership competency review, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of leadership competency review or requires a different specialized skill.

37 repo stars
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Leadership Framework Builder · ferroxlabs bundle
Synthesizes Servant Leadership, Situational Leadership, Radical Candor, and Transformational Leadership into The Adaptive Leadership Model - a flexible framework for leading people effectively across different contexts, team maturity levels, and organizational needs. Use when the user asks about leadership framework builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of leadership framework builder or requires a different specialized skill.

37 repo stars
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Loving Kindness Practitioner · ferroxlabs bundle
Guide metta meditation and compassion practices including traditional scripts, progressive sequences, adaptations for difficulty, and integration into daily life. Use when the user asks about loving kindness practitioner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of loving kindness practitioner or requires a different specialized skill.

37 repo stars
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Manager Readiness Assessment · ferroxlabs bundle
Evaluate readiness for management roles by assessing leadership competencies, communication ability, delegation skills, emotional intelligence, and team development capacity Use when the user asks about manager readiness assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of manager readiness assessment or requires a different specialized skill.

37 repo stars
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Marriage Maintenance Planner · ferroxlabs bundle
Proactive marriage maintenance guidance covering regular check-in rituals, intentional date planning, identifying and interrupting conflict patterns, growing together through life stages, and keeping the partnership vital. Use when the user asks about marriage maintenance planner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of marriage maintenance planner or requires a different specialized skill.

37 repo stars
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Medical Appointment Preparer · ferroxlabs bundle
Helps you prepare for medical appointments with question frameworks, records organization, symptom documentation, and self-advocacy strategies to get the most from every visit. Use when the user asks about medical appointment preparer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of medical appointment preparer or requires a different specialized skill.

37 repo stars
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Medication Management System · ferroxlabs bundle
Builds medication tracking systems including schedule templates, refill reminder frameworks, interaction question lists for providers, and storage guidelines. Produces a medication management document that helps users stay organized and have informed conversations with their healthcare providers about their medications. Use when the user asks about organizing medications, building a medication schedule, tracking refills, or preparing medication questions for their provider. Do NOT use for medication recommendations, dosage adjustments, drug interaction assessments, or any guidance that replaces a pharmacist or prescribing provider.

37 repo stars
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Membership Community Builder · ferroxlabs bundle
Complete guide to building paid membership communities covering platform selection, tier and pricing design, content strategy, member onboarding, engagement systems, retention optimization, moderation, scaling operations, and transitioning from audience to sustainable community business. Use when the user asks about membership community 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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Mindfulness Practice Builder · ferroxlabs bundle
Designs a personalized daily mindfulness practice using specific techniques (body scan meditation, mindful observation, breath awareness, mindful walking). Gathers the user's experience level, available time, and goals, then produces a structured practice plan with guided sequences and a progressive weekly schedule. Use when the user asks about starting a mindfulness practice, building a meditation habit, practicing present-moment awareness, or creating a mindfulness routine. Do NOT use for clinical meditation therapy, trauma-sensitive meditation, or treating any mental health condition.

37 repo stars
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Negotiation Skill Assessment · ferroxlabs bundle
Assess negotiation capabilities across preparation discipline, technique application, emotional management, and outcome achievement to build a targeted improvement plan Use when the user asks about negotiation skill assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of negotiation skill assessment or requires a different specialized skill.

37 repo stars
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Notification System Designer · ferroxlabs bundle
Notification system architecture expert covering multi-channel delivery (email, SMS, push, in-app, Slack), user preference management, throttling and rate limiting, template engines, delivery tracking and analytics, batching/digest strategies, priority routing, and notification center design. Use when the user asks about notification system designer, notification system designer best practices, or needs guidance on notification system 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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Outdoor Gear Selection Guide · ferroxlabs bundle
Provides category-by-category outdoor gear selection criteria for hiking, camping, cycling, and general outdoor recreation. Covers footwear, layering systems, packs, shelter, and navigation with fit testing guidelines, durability priorities by use intensity, and budget tier recommendations. Use when the user asks about choosing outdoor gear, comparing hiking boots, selecting a backpack, building a layering system, or evaluating gear quality and durability. Do NOT use for specific brand or product recommendations, professional mountaineering equipment, cycling-specific gear (use cycling-route-planner), or fishing, hunting, or water sports equipment.

37 repo stars
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Parenting Approach Reflector · ferroxlabs bundle
Reflective assessment of parenting style, communication patterns, consistency, and emotional responsiveness to support intentional parenting growth Use when the user asks about parenting approach reflector, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of parenting approach reflector or requires a different specialized skill.

37 repo stars
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Performance Improvement Plan · ferroxlabs bundle
Creates a performance improvement plan (PIP) with specific behavioral deficiencies, measurable improvement targets, timeline, support resources, and consequences using structured PIP methodology. Use when the user asks about performance improvement plans, PIPs, managing underperformance, or documenting employee performance issues. Do NOT use for regular performance reviews (use performance-review), coaching conversations, or termination documentation.

37 repo stars
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Photography Portfolio Critic · ferroxlabs bundle
Photography portfolio evaluation assessing technical skill, artistic vision, consistency of style, and market positioning. Produces a scored critique with specific improvement priorities for photographers at any level. Use when the user asks about photography portfolio critic, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of photography portfolio critic or requires a different specialized skill.

37 repo stars
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Professional Workshop Design · ferroxlabs bundle
Designs professional development workshops for workplace audiences with agendas, facilitator guides, activities, and measurable outcomes. Produces a complete workshop package for corporate trainers and facilitators -- distinct from academic workshop design. Use when a trainer asks to design a professional workshop, create a corporate training session, or build a team development activity for workplace audiences. Do NOT use for academic or K-12 workshops (use `workshop-design`), for full course design (use `online-course-design`), or for conference presentations (not an education skill).

37 repo stars

4,845 published skills · page 29 of 49