Work Smarter, Not Harder: Top 5 AI Prompts Every HR Professional in Taiwan Should Use in 2025

By Ludo Fourrage

Last Updated: September 14th 2025

HR professional using AI prompts on a laptop with Taipei skyline in the background

Too Long; Didn't Read:

Five practical AI prompts for Taiwan HR in 2025 - screening, inclusive JDs, attrition diagnostics, manager micro‑scripts, and open‑enrolment sequences - automate routine tasks while enforcing privacy and compliance. Expect a reported 500% surge in AI use post‑HCM transformation; government trained ~70,000 AI professionals last year.

Generative AI is already reshaping HR in Taiwan - from a reported 500% surge in AI and machine learning use in day‑to‑day HR after HCM transformation to government pushes that trained roughly 70,000 AI professionals last year and funded new cohorts to scale skills across industries; HR teams that automate repetitive tasks can refocus on strategy, but must also navigate privacy and fairness rules emerging in Taiwan's policy landscape.

Employers and HR leaders should balance opportunities (faster screening, personalised learning pathways, smarter internal mobility) with legal guardrails described in the Taiwan AI practice guide and national AI plans, and invest in practical prompt and tooling skills rather than hoping vendors solve governance for them.

For hands‑on training that teaches prompt writing and real workplace use cases, explore the AI Essentials for Work bootcamp syllabus and the broader HCM findings in the Strada report for practical next steps.

BootcampAI Essentials for Work - Key Details
Length15 Weeks
CoursesAI at Work: Foundations; Writing AI Prompts; Job Based Practical AI Skills
Cost$3,582 early bird; $3,942 standard - 18 monthly payments
Syllabus / RegisterAI Essentials for Work syllabus · Register for AI Essentials for Work

“Success starts with strong foundations - a solid platform that drives agility and growth, best-practice configuration, and a modern operating model built for the future that supports the business at every step. With this in place, organizations are well positioned to embrace cutting-edge innovations like AI, machine learning, and the limitless possibilities of Agentic AI.”

Table of Contents

  • Methodology: How We Picked These Top 5 Prompts
  • Benefits Explainer - Intercept Rx-style One‑Pager (Bilingual)
  • Open Enrollment Sequence - Keka-style 3-Email Reminder (LINE/Slack)
  • Inclusive Job Description + Bias-Checker - Paradox & SeekOut Inclusive JD Template
  • Attrition & Engagement Diagnostic - ChartHop‑style Data Prompt
  • Manager Coaching Micro-Script - Leapsome Manager Script (Bilingual)
  • Conclusion: Next Steps for Taiwan HR Teams (Prompt Governance & Vendor Checklist)
  • Frequently Asked Questions

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Methodology: How We Picked These Top 5 Prompts

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Selection of the Top 5 prompts followed a pragmatic, Taiwan‑focused methodology: prioritise clarity (explicit context and output format per SHRM's S‑H‑R‑M prompting framework), guardrails (privacy and legal checks highlighted by SixFifty and Lattice), and localization (bilingual tone and cultural nuance from AI localization best practices).

Prompts were chosen if they: 1) specified the task and audience to reduce hallucination, 2) included constraints that make outputs audit‑ready for compliance use, 3) supported iteration and measurable evaluation, and 4) proved easy to localise into Mandarin/English workflows so a 10‑page onboarding manual can be condensed into three clear Slack messages without losing nuance.

This approach leans on established playbooks - see SHRM's prompting framework for HR, practical prompt templates for compliance and comms from SixFifty, and XTM's guidance on balancing AI with human review for localization - to ensure each prompt is usable, safe, and measurable in Taiwanese workplaces in 2025.

CriterionWhat it meant for prompts
SpecifyExplicit role, audience, format (SHRM)
ComplianceAvoid uploading PII; flag legal review items (SixFifty/Lattice)
LocalizationBilingual output + human post‑edit (XTM)
Measure & RefineDefine success metrics and iterate (SHRM)

“We are excited to see GPT successfully transform mixed-format data into executable models, bringing higher transparency and precision to policy design in Taiwan and beyond,” - Dr. Hwong-wen Ma

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Benefits Explainer - Intercept Rx-style One‑Pager (Bilingual)

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Concise benefits for Taiwan HR, on one page: piloting recruiting chatbots and AI‑assisted reviews can cut routine load and free teams to improve candidate experience and strategic people work - 減少繁瑣篩選流程、釋放 HR 時間以優化候選人體驗與策略性人事工作 (AI Essentials for Work syllabus: piloting recruiting chatbots & AI-assisted reviews); talent intelligence and internal mobility platforms reduce reliance on external hires and unlock career pathways for Taiwanese employees, making internal moves faster and more measurable - 內部流動平台能降低外部招募成本並加速員工職涯成長 (AI Essentials for Work syllabus: talent intelligence & internal mobility); and preparing for agentic AI and new HR specialists helps future‑proof job design and training so HR owns the transition rather than being surprised by it - 提前探索 agentic AI 與新型 HR 角色,以主動設計職務與培訓,避免被變革推著走 (AI Essentials for Work syllabus: agentic AI guide).

Together these points form a bilingual, intercept‑style one‑pager that turns abstract AI promises into operational wins HR leaders in Taiwan can act on today.

Open Enrollment Sequence - Keka-style 3-Email Reminder (LINE/Slack)

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A compact, Keka‑style 3‑email open‑enrollment sequence for Taiwan teams keeps busy employees informed without overwhelm: start with a detailed kickoff message two weeks before (overview of plan changes, step‑by‑step portal instructions and key dates), send a “now live” reminder on day one with direct links to enroll, then a short urgent deadline notice a few days before close to catch stragglers - amplify each email by cross‑posting short reminders to LINE or Slack and by installing a calendar app so reminders appear where people already work.

Email remains the anchor channel, but pairing it with Slack calendar integrations (see Slack calendar apps guide) or a one‑click Google Calendar sync (Google Calendar one-click sync instructions) makes status updates and automated reminders painless; for ready‑made copy and timing templates, refer to open enrollment email templates and communication strategy examples that include example subject lines and resend tactics to un‑openers.

The result: clearer choices for employees across locations in Taiwan, fewer missed deadlines, and a calm final‑day inbox instead of last‑minute panic.

SequenceTimingPurpose
Detailed information2 weeks beforeOverview, changes, step‑by‑step enrollment instructions
Open enrollment kickoffFirst dayDirect link to portal, quick how‑to, key dates
Deadline reminderFew days before closeCreate urgency + resend instructions/resources

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Inclusive Job Description + Bias-Checker - Paradox & SeekOut Inclusive JD Template

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An inclusive JD plus an automated bias‑checker is a practical win for Taiwan HR teams: translate role needs into skills‑first language, use SeekOut's AI to turn that job description into a targeted, diversity‑aware search, and pair the results with a plain‑language audit so more qualified people feel welcome to apply - for example, swapping culture‑flagging terms like “ninja” or “rockstar” for “specialist” or “senior” avoids unintentionally narrowing the funnel.

SeekOut's tools help surface underrepresented candidates and track representation across talent pools (SeekOut build diverse pipelines AI sourcing), while bias‑free writing guides and checkers (use resources like Bias‑Free Job Descriptions guide) keep requirements realistic, list true essentials only, and recommend neutral phrasing.

Combine a Paradox‑style conversational screener to standardise screening questions and a human‑in‑the‑loop review for edge cases and the result is clearer outreach, fewer false negatives, and faster internal mobility - all without losing the human judgement that flags culture fit and complex leadership signals (SeekOut and Paradox copilot coverage with GPT‑4).

"76% of job seekers report that a diverse workforce is an important factor when evaluating companies and job offers." - Diversity and Inclusion Workplace Survey, Glassdoor

Attrition & Engagement Diagnostic - ChartHop‑style Data Prompt

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An effective Attrition & Engagement Diagnostic prompt borrows ChartHop's single, connected dataset approach to turn scattered signals - turnover, engagement survey text, manager tenure, location, and compensation bands - into an audit‑ready snapshot HR can act on for Taiwan: request cohort attrition by tenure, manager, office, and pay quartile, then ask for AI‑summarised themes from open‑text feedback and DEI segmentations so root causes map to concrete interventions (e.g., targeted manager coaching, internal mobility offers).

Localise outputs into bilingual summaries, flag PII and legal review items, and align recommendations with internal mobility and talent‑intelligence targets so promising internal candidates are visible before external requisitions launch.

For platform details, see the ChartHop review and Nucamp AI Essentials for Work bootcamp syllabus and AI-at-work resources.

time travel

Use historical and AI‑generated draft headcount scenarios to model how retention measures change hiring costs and org shape; result is faster, evidence‑backed decisions - imagine spotting a sudden attrition blip in one division with a quick drill‑down and routing internal successors before a costly external search begins.

MetricChartHop (per review)
Overall rating4.4
Ease of use4.4
Best forMid‑sized and global organizations
Key differentiatorUnified platform with live data integration
Notable featuresAI summaries of open‑text feedback; DEI analytics; time‑travel history; AI draft workforce plans

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Manager Coaching Micro-Script - Leapsome Manager Script (Bilingual)

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Turn manager coaching into a simple, bilingual micro‑script that fits a 90‑second check‑in or a five‑line LINE message:

“How are you doing this week? / 這週你還好嗎?”

“Are you interested in new stretch work or internal openings? / 想不想嘗試內部調動或新的挑戰?”

“I'll follow up with one suggested role by Friday / 我週五前會給你一個建議職缺”

Keep language skills and internal mobility top of mind - connect the conversation to talent intelligence & internal mobility platforms so promising successors are visible before external requisitions launch (see the Top 10 AI Tools for Talent Intelligence) and be transparent about when AI‑assisted reviews or recruiting chatbots inform decisions (see the Will AI Replace HR Jobs guide).

A tight, repeatable script like this saves time, normalises career conversations in both English and 中文, and creates a memorable habit managers can use every month - small, consistent nudges that stop attrition before it snowballs into a costly external hire.

Conclusion: Next Steps for Taiwan HR Teams (Prompt Governance & Vendor Checklist)

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Taiwan HR teams ready to move from experimentation to governance should start with three practical steps: codify an AI usage policy that forbids uploading PII to public models and mandates human review (follow Lattice's cautions on data privacy and bias), adopt SHRM's four‑step prompting framework - Specify, Hypothesize, Refine, Measure - to design audit‑ready prompts and success metrics, and use a vendor checklist that insists on secure integration with existing HR systems, clear ownership for prompt outputs, bias‑mitigation controls, and documented audit trails so every AI decision is reviewable.

Pilot a narrow use case (recruiting outreach or pulse surveys), measure impact against your KPIs, then scale with training and role‑based upskilling; for hands‑on prompt workshops and practical AI-at-work skills, explore the Nucamp AI Essentials for Work syllabus.

Treat AI like a new team member: one owner, clear rules for sensitive data, checkpoints for accuracy, and measurable outcomes that protect fairness while freeing HR to focus on strategy - small guardrails that prevent costly mistakes and unlock real productivity gains.

“AI helps us bring a more data-informed lens to decision-making - identifying trends, predicting turnover, and helping us plan more proactively.” - Anu Mandapati

Frequently Asked Questions

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What are the "Top 5" AI prompts HR professionals in Taiwan should use in 2025?

The article highlights five practical prompt types: 1) Inclusive Job Description + Bias‑Checker (skills‑first JDs + automated bias audits), 2) Attrition & Engagement Diagnostic (connected dataset drilldowns and AI summaries), 3) Manager Coaching Micro‑Script (short bilingual check‑ins), 4) Open‑Enrollment Sequence (compact 3‑message enrollment reminders for email + LINE/Slack), and 5) Recruiting/Screening chatbots and conversational screeners (standardised screening with human‑in‑the‑loop). Each prompt is designed for bilingual output (Mandarin/English), auditability, and easy localisation for Taiwanese workplaces.

How should Taiwan HR teams balance the productivity gains with privacy, fairness, and legal requirements?

Adopt clear guardrails: forbid uploading PII to public models; require human review for decisions affecting people; flag items needing legal review; keep documented audit trails and bias‑mitigation controls. Follow Taiwan guidance (national AI plans and the Taiwan AI practice guide) and vendor checks (secure integrations, ownership of prompt outputs). Pilot small, measurable use cases (e.g., recruiting outreach or pulse surveys) before scaling and measure against KPIs to ensure fairness and compliance.

How were the Top 5 prompts selected and what criteria should HR use when designing prompts?

Selection used a pragmatic, Taiwan‑focused methodology prioritising: Specify (explicit role, audience and output format per SHRM), Compliance (avoid PII and flag legal items per SixFifty/Lattice), Localization (bilingual tone and human post‑edit per XTM), and Measure & Refine (define success metrics and iterate). Prompts were chosen if they reduced hallucination, produced audit‑ready outputs, supported measurable evaluation, and were easy to localise into Mandarin/English workflows.

What measurable benefits can HR expect and what are practical next steps to implement AI prompts?

Expected benefits include reduced repetitive workload (faster screening, standardised outreach), improved candidate experience, faster internal mobility, and evidence‑backed workforce planning (e.g., attrition drill‑downs). Practical next steps: codify an AI usage policy, adopt SHRM's Specify‑Hypothesize‑Refine‑Measure prompting framework, run a narrow pilot, define KPIs (time‑to‑fill, candidate conversion, attrition by cohort), iterate on prompts, and scale with role‑based upskilling and documented vendor checklists.

Where can HR teams get hands‑on training and what are the bootcamp details mentioned in the article?

The article recommends practical prompt workshops and an AI‑at‑work bootcamp. Key bootcamp details: length 15 weeks; courses include AI at Work: Foundations, Writing AI Prompts, and Job‑Based Practical AI Skills; cost is NT$ (or listed) $3,582 early bird and $3,942 standard (paid over 18 monthly payments). The training focuses on prompt writing, real workplace use cases, and measurable application in HR workflows.

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Ludo Fourrage

Founder and CEO

Ludovic (Ludo) Fourrage is an education industry veteran, named in 2017 as a Learning Technology Leader by Training Magazine. Before founding Nucamp, Ludo spent 18 years at Microsoft where he led innovation in the learning space. As the Senior Director of Digital Learning at this same company, Ludo led the development of the first of its kind 'YouTube for the Enterprise'. More recently, he delivered one of the most successful Corporate MOOC programs in partnership with top business schools and consulting organizations, i.e. INSEAD, Wharton, London Business School, and Accenture, to name a few. ​With the belief that the right education for everyone is an achievable goal, Ludo leads the nucamp team in the quest to make quality education accessible