Guides systematic code refactoring following the DRY (Don't Repeat Yourself) principle. Use when user asks to eliminate code duplication, refactor repetitive code, apply DRY…
Help HR teams design and manage internal mobility programs including lateral moves, promotions, project rotations, and internal hiring.
Help HR teams build skills taxonomies, conduct skills gap analyses, and design skills-based talent strategies.
Help HR technology teams evaluate AI tools and vendors for HR use cases against accuracy, bias, and fit-for-purpose criteria before adoption.
Help HR teams plan and run HR initiatives using project management practices, including project charters, timelines, stakeholder plans, and risk tracking for HR programs.
Help HR professionals, recruiters, and HR teams leverage Generative AI tools to improve HR productivity, content quality, and decision support across the full HR lifecycle.
Help HR professionals, recruiters, hiring managers, and talent acquisition teams write clear, inclusive, and compelling job descriptions that attract qualified candidates.
Help HR and recruiting teams hire and assess Internet of Things (IoT) engineering candidates, spanning device firmware, connectivity, and cloud/edge integration.
Help workforce planners and HR leaders model multiple future workforce scenarios to stress-test plans against uncertainty.
Help HR operations teams design HR service delivery models, tiered support structures, SLAs, and case management workflows.
Help HR managers, recruiters, and talent acquisition teams understand DevOps, Platform Engineering, Site Reliability Engineering (SRE), cloud infrastructure, CI/CD, and modern…
Help HR teams design and manage employee listening strategies including engagement surveys, pulse checks, focus groups, and feedback programs.
Repository guidance for using Valibot as the schema validation library within the hr-skills monorepo.
Help HR managers with workplace conflict resolution. Use when asked to "resolve a workplace conflict", "mediate between employees", "facilitate a difficult conversation", "develop…
Help HR and compliance teams protect employee data privacy in AI-driven HR systems, including GDPR compliance, data minimization, employee consent design, and privacy risk…
Help HR leaders manage the people dimensions of M&A transactions — due diligence, deal structuring input, and pre-close workforce planning.
Help HR leaders and people finance partners own the people budget — headcount cost-center modeling, budget planning cycles, and variance tracking.
Help HR and business leaders plan for and respond to workforce crises — layoffs handled poorly, safety incidents, natural disasters, leadership scandals, or sudden business…
Help HR and mobility teams manage employee immigration and work authorization processes, including visa sponsorship, global mobility, and compliance tracking.
Help HR and business leaders think through future-of-work trends, including hybrid work models, AIs impact on jobs, evolving employee expectations, and flexible work policy…
Help HR managers with employee engagement strategies. Use when asked to improve employee engagement, design recognition programs, conduct engagement surveys, boost employee…
Talent acquisition, employee lifecycle, compensation, labor regulations, and organizational development.
Help HR and payroll teams design, audit, and communicate time and attendance policies, including clock-in rules, overtime, leave tracking, and time-tracking system configuration.
Help people analytics teams build and interpret predictive models for HR outcomes like attrition risk, performance, and hiring success.
Help HR teams design and execute effective offboarding processes for voluntary and involuntary departures.
Help HR managers, recruiters, and talent acquisition teams understand Backend Engineering concepts, hiring requirements, backend ecosystems, candidate evaluation, APIs, databases,…
Help HR and procurement teams manage contractors, freelancers, and temporary staff, including classification, vendor management, and program design.
Help HR teams manage international HR operations including multi-country compliance, global mobility, cross-cultural practices, and international workforce strategy.
Help HR and recruiting teams hire and screen blockchain and Web3 engineering candidates (smart contracts, protocol engineering, cryptography).
Help HR and integration leaders manage the people side of post-close M&A integration — org design harmonization, culture integration, systems consolidation, and retention through…
Help HR leaders, change communication for managers, and HRBPs design and execute change communication strategies for HR-driven transformations.
Help compensation teams and HR leaders benchmark pay against the external market to set competitive, defensible salary ranges.
Help HR managers, recruiters, hiring managers, and interview panels design structured, competency-based interview questions, interview guides, and evaluation scorecards for any…
Help HR managers with HR analytics and data management. Use when asked to analyze employee data, create HR metrics, build an HR dashboard, analyze turnover data, develop HR…
Help HR managers, recruiters, and talent acquisition teams understand Artificial Intelligence (AI), Machine Learning (ML), Generative AI, LLM Engineering, AI Infrastructure, and…
Help HR managers, recruiters, and people leaders understand, assess, build, and communicate organizational culture.
Help HR business partners, employee experience managers, and people leaders understand, design, and run employee experience strategies, journey mapping, engagement programs,…
Help HR leaders, change managers, and business partners design, lead, and sustain organizational change initiatives.
Help HR leaders, talent acquisition teams, and employer brand managers understand, design, and run employer branding strategy, EVP (Employee Value Proposition) development,…
Help employee experience and HR teams map the end-to-end employee journey to identify moments that matter and friction points.
Help recruiters and hiring managers design and run structured candidate assessments beyond interviews — skills tests, work samples, assessment centers, and scoring rubrics.
Vietnam-specific HR guidance covering the Labor Code, Social Insurance Law, personal income tax registration, work permits for foreign workers, trade union obligations, and…
Help HR managers with workforce planning and strategy. Use when asked to "create a workforce plan", "conduct a skills gap analysis", "develop a succession plan", "build workforce…
Help HR leaders, HR technology teams, and People Ops professionals understand, evaluate, and govern agentic AI systems deployed in HR contexts, including autonomous HR agents,…
Help workforce planners and L&D leaders turn skills data into decision-ready intelligence — skills inventories, emerging skill trend analysis, and skills-gap forecasting at scale.
Help talent acquisition and recruiting teams find, engage, and build pipelines of qualified candidates.
Help HR managers with employee relations matters. Use when asked to "handle a grievance", "conduct an exit interview", "manage workplace investigations", "create a remote work…
Help TA leaders and workforce planners build individual-level talent maps that track named candidates, internal successors, and external targets against current and future roles.
Help HR and integration leaders navigate country-specific labor law and cultural considerations when integrating an acquired workforce in major markets like the US, EU, and India.
Generate high-quality, atomic Conventional Commits by analyzing Git changes, recommending logical commit boundaries, validating commit messages, and assisting with PRs,…
Help HR managers, recruiters, and talent acquisition teams understand Cybersecurity, Application Security, Cloud Security, Security Operations, Penetration Testing, and modern…
Help HR operations and procurement teams select, contract, and manage HR vendors — from ATS and HRIS providers to staffing agencies, benefits brokers, and background check…
Help HR and technical recruiting teams hire and evaluate software architect and staff/principal engineer candidates.
Help HR teams design coaching and mentoring programs, train managers in coaching skills, and support individual coaching conversations.
Help HR managers with diversity, equity, and inclusion initiatives. Use when asked to "develop a diversity and inclusion strategy", "create inclusive job descriptions", "conduct…
Help HR technology teams design HR service-delivery chatbots and conversational tools for platforms like Slack and Microsoft Teams.
Help HR teams, job analysis for compensation analysts, and job design specialists conduct job analysis, define job requirements, and document job content for job evaluation,…
Help HR business partners, OD consultants, and people leaders understand, design, and lead organizational design, change management, and culture transformation initiatives.
Help HR teams design and manage the full employee lifecycle from attraction to alumni. Use when asked to map the employee journey, improve the employee experience, design…
Help operations and HR teams build employee schedules, forecast staffing needs, and manage shift swaps and coverage.