1328 hand-tested AI prompts across image, video, and music — each with full context, variables, and a sample output. Content is authored in Traditional Chinese; the UI here is English.
After a year of role-play system prompts and 14-step frameworks, here's the takeaway: the thing that actually moved the needle on quality was 5 one-line prompts. No roles, no markdown, no "you are an expert."
A 7-email automated sequence for new subscribers — welcome, education, trust-building, community, a small offer, the main offer, and a win-back email. Copy straight into ConvertKit or Mailchimp.
Feed in a textbook chapter, lecture notes, or meeting materials, and get three items generated at once: flashcards to help you memorize, a self-quiz to test yourself, and a speaking outline to help you explain it out loud. Good for certification exam prep, study-group facilitation, and new-hire training. It has a built-in anti-fabrication rule that says "organize only from the provided material"; for long material, feed it in batches and generate one pack per batch, then merge — that's the most reliable approach.
Turns budget, walking pace, traveling with elders, and rain contingencies all into hard constraints that trigger a full re-plan if violated, forcing the AI to build an itinerary you can actually walk through, with a rain backup and daily cost subtotal for every day, and a constraint-check pass run after planning is done. Good for family trips or traveling abroad with elders. Note: the AI often gets business hours and ticket prices wrong — every such item is forcibly flagged "confirm before departure," and you should always check the official website yourself before you go.
Doesn't let the AI just hand in its answer as-is: it first tags the source type of every key sentence, then hunts for counterexamples to attack its own claims, and finally grades confidence level item by item with suggested directions for verification. Good homework before researching, writing a report, or making a decision. Honest note: this isn't the same as actual fact-checking (the model may not be able to search the web) — but it forces uncertainty out into the open and noticeably reduces confident-sounding nonsense.
Feed in your shop name, business hours, price range, and tone persona, and get four LINE Official Account template sets generated at once: a price-inquiry guide, a booking confirmation with a fully-booked alternative, a two-part complaint reply, and a closing auto-reply. The tone stays consistent throughout, and each message is kept to a length readable in one message. Double-check prices and hours against each template before pasting them into your backend — the AI doesn't know your shop's actual real-time situation.
Report a bug in this format and the AI's fix hit rate jumps noticeably: give all four parts at once — the raw symptom, a minimal repro, expected behavior, and environment — and force the AI to diagnose first, ask for more information when it's insufficient, and never guess-and-change blindly. Suited to any scenario where you're asking ChatGPT or Claude to fix code. Note: the AI's diagnosis is reasoning, not an actual test run — after the fix, be sure to actually run through the included verification checklist.
Feed in a lease, employment, or outsourcing contract, and it scans clause by clause from your side of the deal: a plain-language translation, worst-case scenario, risk grading, and negotiation angle for each, plus three questions to bring to a professional at the end. Note: this is a prep tool for understanding a contract, not legal advice — for high-value contracts or ones involving major rights, consult a lawyer, and it's safest to treat the scan results as homework to do before meeting one.
Paste in your health checkup numbers and get each one translated into plain language, with flagged (out-of-range) items collected together, plus a concrete list of questions you can read straight off at your follow-up appointment. Solves the pain point of "seeing the flagged numbers, not understanding what they mean, and not knowing what to ask in a 3-minute consultation." Not medical advice — abnormal values are always for your doctor to interpret; the AI's role is limited to translation and coaching you on questions, and it is barred from making a diagnosis.
Paste in a long thread that's been forwarded among many people and gone back and forth a dozen times, and the AI identifies who's asking for what, which parts actually concern you, and who to reply to (and who not to) — plus a reply draft in a tone that fits Taiwanese workplace norms and a heads-up on any political risk.
Did your boss just say "take a look at this" and walk off? Paste in the exact wording and context, and the AI breaks down the possible interpretations, key clarifying questions, and a draft confirmation message — so you align on direction before starting work, instead of wasting a whole week on the wrong thing.
Paste in a one-line project requirement, the deadline, and available headcount, and the AI produces a three-level WBS breakdown, a milestone timeline worked backward from the deadline, the critical path, and the top three risk alerts; if the deadline isn't feasible, it tells you straight whether to cut scope or add people.
Paste a suspicious message from a LINE group chat to the AI, and it automatically breaks down the claims, checks the credibility of each one, compares it against common misinformation tactics, and gives you a red/yellow/green traffic-light verdict along with Taiwanese fact-checking resources — a 3-minute check before you forward it.
Don't publish AI-written copy as-is: run it through three rounds of checks to catch hallucinated data, fabricated sources, and outdated information, with each item graded as trustworthy, needs your own verification, or needs a rewrite — comes with a reusable pre-publish checklist.
A drop-in custom instruction for ChatGPT Custom Instructions / Claude Projects / any system prompt. It doesn't just force Traditional characters — it also corrects mainland-style word choices (e.g. 質量→品質 'quality', 視頻→影片 'video', 信息→資訊 'information', 土豆→馬鈴薯 'potato'), plus a built-in explanation of why it breaks and how to re-lock it.
Feed the AI the background of a matter and it produces a draft following Taiwan's official document format — Subject, Explanation, Action — automatically applying standard bureaucratic phrasing and adjusting tone for upward, lateral, or downward correspondence. The final section forcibly flags regulations and figures that "need human verification"; this is positioned as a draft, not a final document.
A time-saving customer service tool for Shopee sellers, IG shops, and small brick-and-mortar stores. Generates auto-reply scripts in one pass for common questions — business hours, parking, in-person meetups, shipping fees, returns and exchanges — plus a Taiwan-style negative-review reply template that leads with empathy before offering a solution. The output is formatted to paste directly into LINE Official Account auto-replies and IG FAQs.
Bilingual Chinese-English localization with one more layer than Google Translate. Specifies Traditional Chinese as used in Taiwan plus Taiwan-specific idioms, keeps names, brand names, and technical terms from being mistranslated, and delivers both a literal version and a localized, polished version in one pass so you can compare and pick. You can also feed it style samples so it learns your company's tone. Suited to marketing copy and product descriptions for foreign firms, freelancers, and cross-border e-commerce in Taiwan.
The 2026 cognitive gap: reasoning models like Opus, GPT-5, and Gemini Deep Think already think internally, so 2023-era incantations like 'you are a top expert,' 'take a deep breath,' and 'let's think step by step' are ineffective on them — or even counterproductive. This prompt has the AI rewrite your old prompts into a reasoning-model version, with a before/after comparison table, and explains which models count as reasoning models and whether free tiers support them.
A no-code way to run Self-Consistency: have the AI solve the same problem via three different lines of reasoning, then compare the results and take the majority consensus. Especially useful for scenarios where a mistake is costly — tax estimates, loan interest comparisons, recipe scaling. Worth noting upfront: this uses more tokens, so it burns through free quotas faster.
A workflow mindset office workers can copy directly. Complex tasks (writing a proposal, building a report) done in one giant prompt come out poorly; this teaches you to split it into four steps — outline → expand each section → proofread and polish → convert to bullet points — with the output of each step feeding the next, plus four ready-to-use Traditional Chinese prompts. You can even change direction mid-task by rerunning just one step instead of starting over.
A reusable Traditional Chinese 'prompt optimizer' incantation — paste in a rough prompt and it first asks for the key missing details, then produces a well-structured version along with notes on what changed and why. Honestly flags its limits: a meta-prompt can fix structure and phrasing, but not factual errors in the content itself.
This doesn't write your resume — it audits one. It flags sentences that read like AI wrote them, uses pointed follow-up questions to force you to back up vague claims with real numbers, then gives a before-and-after rewrite example plus a personal banned-words list. Use it as the last check before you submit.
A turn-based mock interview: the interviewer asks scenario-based questions tailored to your industry, one at a time, follows up on your answer before giving feedback, and provides a speakable English version of the answer for each question. After eight questions, you get an overall hiring-likelihood assessment. Closer to a real interview than just reading past questions.