Digital & AI
Prompt engineering, AI literacy, privacy, and digital productivity.
200/200 verified practices
Prompt Engineering 12
Digital & AI
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CRTF Prompt Structure: Context-Role-Task-Format
Write a prompt that gives the AI model precise context, role, task, and expected format.
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Expert Persona Assignment
Assign the model a specific background and expertise so its answer matches a real expert level.
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Few-Shot Examples Before Asking
Show the model 2-5 examples of the desired output style so it mirrors the pattern with high precision.
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Chain-of-Thought: "Think Step by Step"
Ask the model to decompose the problem and show its reasoning before answering, raising accuracy on complex tasks.
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Plan Before Execute: Outline Then Run
Ask the model to write a numbered plan first and wait for your approval before executing.
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Explicit Negative Constraints
State explicitly what you do not want in the output (words, styles, assumptions) to cut later editing.
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Structured JSON Output
Request output as JSON with a defined schema to enable automated processing without manual parsing.
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Self-Critique: Review Your Own Answer
After the model answers, ask it to critique its own answer and improve it before final delivery.
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XML Delimiters for Clear Separation
Separate prompt parts with XML tags (instructions, examples, document) so the model handles each precisely.
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Reframe With "Explain Like I am 5"
Ask the model to explain a complex idea to a 5-year-old, then raise the level gradually.
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Few-Shot Prompting Technique
Give the model 2-3 complete input-output examples before your ask, instead of explaining the rule verbally.
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Chain-of-Thought Prompting
Ask the model to "think out loud" step by step before the final answer, especially for logic and math problems.
Ai Literacy 5
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Detecting Model Hallucinations
Learn 4 signals that reveal the model invented info instead of citing documented fact.
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The Two Independent Sources Rule
Do not use AI-sourced info before verifying it in two independent external sources.
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Knowledge Cutoff Awareness
The model does not know what happened after its training cutoff. Know each model's cutoff.
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Choosing the Model by Task
Don't default to the biggest model. Choose by: task depth, cost, privacy, speed.
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Understanding RAG: Why the Model Sometimes Cites
RAG (Retrieval-Augmented Generation) fetches real docs for the model before answering. Know the difference.
Digital Declutter 3
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Monthly Phone App Audit
Delete any app unopened in 30 days — lose apps before they cost you focus.
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Weekly Email Unsubscribe Sweep
Every Sunday, unsubscribe from 5 newsletters you did not read this week.
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Desktop Zero — Friday
Every Friday, empty the desktop: each file goes to its folder, archive, or trash.
Info Hygiene 2
Ai Workflow 3
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AI Email Drafting
Use an LLM to draft an email in 30 seconds, then edit by hand for personal tone.
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Auto-Summarize Meeting Transcripts
Convert a meeting transcript (60+ min) into decisions and action items in 2 minutes.
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Knowledge Extraction From Long PDFs
Turn a 200-page PDF into a Q&A conversation with exact-quote answers.
Privacy Security 14
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Password Manager Adoption
Replace one reused password across 30 accounts with unique long ones, stored in an encrypted manager.
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Breach Check via HaveIBeenPwned
Check all your emails on haveibeenpwned.com to know which breaches exposed your data.
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Phishing Recognition
5 signals revealing a phishing message before you click and surrender data.
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Password Manager in 30 Minutes
One strong master password + password manager = more secure than 95% of people.
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2FA on Every Important Account
Email + bank + social + cloud: 2FA required. SMS is weak — use Authenticator app or physical key.
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Remove Yourself from Data Brokers
Send delete requests to 10 data brokers — Gulf via PDPL, global via GDPR/CCPA.
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Browser Hardening in 15 Min
Firefox + uBlock Origin + Privacy Badger + DuckDuckGo = strong default privacy.
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Spot Phishing in 30 Seconds
Before clicking any email link: check full sender, hover URL, urgency, spelling.
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Complete Password Manager Migration Walkthrough
Migrate from browser-saved/memorized passwords to a dedicated password manager in one organized session, not gradually over months.
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Setting Up a Hardware Security Key (2FA)
For your most critical accounts (main email, bank), move from vulnerable SMS codes to a physical hardware security key (YubiKey or similar).
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Data Broker Opt-Out Sweep
Search your name on data broker sites (which sell your info to advertisers) and systematically request removal.
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VPN Use-Case Clarity: When It Actually Helps
Understand precisely when a VPN actually protects you (public wifi, geo-blocking) versus when it's a security illusion changing nothing (regular browsing while logged into accounts).
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Switching to a Privacy-Focused Browser/Search Engine
Try a full week using a browser (Brave/Firefox) and search engine (DuckDuckGo) that reduce tracking by default, and compare the experience.
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Comprehensive App Permissions Audit
Review every app with access to camera, microphone, location, or contacts, and revoke every permission not actually needed.
Content Creation 2
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AI Brainstorming 10 Titles
Don't pick the first title that comes to mind. Generate 10 with varied angles, then choose the best.
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Testing 5 Thumbnails/Covers Before Publishing
Just as you brainstorm 10 titles, generate 5 different thumbnail/cover concepts, and pick via a small sample, not instinct alone.
Ai Learning 2
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Socratic AI Tutor
Ask the model to question you instead of answering, surfacing and deepening your understanding.
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AI-Assisted Spaced Retrieval
After a Socratic learning session, ask AI to generate retrieval questions at increasing intervals (1 day, 3 days, a week) instead of relying on random memory.
Digital Etiquette 2
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Reply With Context Quote
In every long message you reply to, quote the specific line/question to make the thread readable.
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Setting Async Response Expectations
Explicitly state your expected response times (not instant) in your signature or status, protecting your time and ending "why hasn't he replied" anxiety.
Tool Selection 2
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14-Day Trial Before Subscription
Don't subscribe to a new tool before truly using it 14 days in real workflow.
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One Tool, One Job Rule
Before adding a new tool, verify it doesn't duplicate a job an existing tool already does — overlap costs more time and money than it saves.
Ai Ethics 2
Digital Presence 2
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Monthly Self-Search
Each month's start, search your name on Google and review the first 3 result pages.
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Consistent Bio Across Platforms
Review your short bio on every platform you use — it should tell the same story, not conflicting narratives that confuse whoever looks you up.
Digital Productivity 2
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Text Expansion Setup
Set 20 shortcuts (e.g., ";eml" types your full signature) to save hours weekly.
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Recurring Document Template Library
Like text shortcuts, build a library of full templates (presentation, simple contract, weekly report) instead of starting from scratch every time.
Digital Wellness 2
Focus Attention 7
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90-Minute Deep Work Block
Block 90 daily min for deep work with no phone, email, or colleagues — with a fixed startup ritual.
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Attention Residue Shield
Between tasks, take 90 sec of "mental close" before starting next — else residue from prior task drains 40% of focus.
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Single-Task Protocol
At any moment, one tab, one window, one task — multitasking is a neural myth.
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Distraction Capture Notebook
Every time a switch-temptation hits during work, jot it on a side sheet to address after the block.
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Time-Blocking with Pre-Naming
Each morning, write a schedule naming what you'll do each 15-min slot — fewer decisions, 2x output.
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Daily Shutdown Ritual
Each evening, 5 min formal workday shutdown — with a secret phrase ("Schedule shutdown complete") to free your brain.
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Boredom Tolerance Training
Daily 10 min in queue/elevator/wait without opening phone — restore your brain's capacity to be bored.
Notification Management 5
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Default Do-Not-Disturb
Flip the rule: notifications off by default, on only during a chosen hour for chosen people.
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Grayscale Phone
Enable grayscale mode — colors designed to addict you vanish, phone becomes just a tool.
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Zero Red Badges
Disable all red count badges on app icons — they are engineered to trigger OCD reflex.
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Airplane Mode During Deep Work
Each 90-min focus block, enable airplane mode — no signal, no notification, no temptation.
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Batch Notification Checking (3x Daily)
Instead of checking 80 times daily, set 3 fixed times — outside them, don't look.
Ai Prompting 8
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Force Explicit Chain-of-Thought
Add "think step-by-step inside <thinking> tags before answering" — boosts complex-problem accuracy 30-40%.
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Diverse Few-Shot (Not Similar)
In few-shot, deliberate variety (positive/negative/edge case) matters more than count.
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Expert-Student Dialogue for Knowledge Extraction
Have the model play expert + student who asks "dumb" questions — extracts tacit knowledge.
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Explicit Constraints Beat Guidance
"Max 80 words, don't use 'innovative', start with imperative" beats "make it short and clear".
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Iterative Refinement, Not Restart
Instead of rewriting the prompt, say "this part good. this part fix to X". 4 rounds = perfect output.
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Ask Model to Critique Itself
After each output, ask: "What are 3 weaknesses in this answer? How to improve?" — use its intelligence against itself.
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Master the System Prompt
Don't repeat instructions every message — set them once in System Prompt, save 70% writing time.
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Ask the Model to Write the Prompt
Don't know how to ask? Ask: "What's the best prompt to get X?" — it writes a prompt better than any expert.
Ai Verification 11
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Hallucination Check: 3 Questions Before Accepting
Before accepting any AI answer, ask: source? dates correct? names real?
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Cross-Check from 3 Independent Sources
Every AI claim: search 3 independent sources. If absent from any, treat as hallucinated.
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AI vs Real Domain Expert
Before relying on AI in specialist field, show to human expert — 30% of time uncovers core error.
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Beware Training Time Cutoffs
Any question on recent events/prices/releases: check model training date — ignoring = confident wrong answer.
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Phrases That Signal Coming Hallucination
"According to a 2019 study", "As Academy X stated", "approximate but accurate" — these are immediate-verify flags.
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Cross-Model Verification Habit
For critical information, ask two different models (Claude and GPT, say) the same question independently, and compare before relying on either.
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Citation-Checking for AI-Provided Sources
Before using any reference or quote AI cites (book title, article, study), verify it actually exists before citing it publicly.
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Distinguishing AI Confidence-Tone From AI Accuracy
Train yourself to notice AI speaks with the same linguistic confidence whether 100% correct or entirely wrong — verbal confidence is not an accuracy signal.
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Fact-Checking AI-Generated Statistics
For any specific statistic AI provides ("73% of people..."), first ask for the precise source, then verify it directly before use.
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Red-Teaming Your Own AI-Assisted Work
After completing AI-assisted work (report, presentation, plan), ask AI itself to attack the work as a strict external critic before submission.
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Verifying AI-Generated Code Has No Security Holes
Before deploying AI-generated code, apply a specific security checklist (SQL injection, exposed secrets, input validation) — don't assume it's secure just because "it works".
Social Media Detox 11
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30-Day Digital Declutter (Newport)
Delete all "entertainment" apps from phone and laptop for 30 days. After, restore only what's worth.
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One-Day Digital Dopamine Fast
Every Saturday: no social, no YouTube, no Netflix, no games. Discover how addicted you are.
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Phone-Free Bedroom
No phone in bedroom — replace with traditional alarm clock. First and last minute of day = yours.
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Screen-Free Sunday
Every Sunday: no computer, no smartphone (except basic calls/SMS).
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Replace Scroll with Substitute Behavior
Each scroll-urge, execute pre-defined substitute (10 breath cycles, drink water, 5 squats).
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30-Day Social Media Fast Protocol
Delete social apps (not just deactivate the account) for a full 30 days, with a conscious reintegration plan afterward.
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Replacing the Scroll Trigger With a Substitute Habit
Don't try to stop scrolling through willpower alone — replace the trigger itself (boredom, anxiety) with a predefined alternative action within 3 seconds.
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Systematic Unfollow Audit
Review every account you follow with one strict criterion: does it add real value, or does it drain your mood? Neutrality isn't reason enough to stay.
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Comprehensive Notification Permission Audit
Review every app with notification permission on your phone, and ask: does this notification serve me, or the company's engagement metrics?
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One-Platform-Only Experiment
For 2 weeks, pick just one social platform to use, and temporarily delete the rest — measure the difference in time and mental energy.
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Social Comparison Awareness Journal
Log every time you feel envy or inadequacy after seeing a post — awareness of the pattern is the first step to breaking the deliberately designed comparison trap.
Email Management 4
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Inbox Zero
Rule: per email, one decision: reply in 2 min, delegate, defer, or delete. No "later".
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3-Sentence Email
Personal rule: no email longer than 3 sentences. Else = call or meet.
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Email Only Twice a Day
10am and 4pm only. Otherwise: closed. No one dies if your reply takes 2 hours.
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BLUF: Bottom Line Up Front
First line of email: answer/request/decision. Context after. Cuts read time 70%.
Digital Minimalism 5
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Quarterly App Audit
Every 3 months, ask per app: "Does it earn its place on my phone?" — delete without hesitation.
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Essentialism Applied to Tech
For every new tech, ask: "Do I gain more than I lose?" — most: no.
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Home Screen, 6 Apps Only
Phone home screen: 6 tools only (clock, maps, calculator, camera, messages, alerts).
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6-Month Rule for New Tech
Don't adopt new tech until 6 months post-launch — time exposes flawed vs valuable.
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Replace 3 Apps with Analog
Paper book vs Kindle, paper vs Notes, watch vs phone clock.
Consumption Habits 5
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Feed Curation: Deliberate Following
Every account you follow builds your feed. Remove harmful, keep building, add teachers.
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Monthly Mass Unsubscribe
First Saturday each month, mass-unsubscribe from 20 newsletters/channels/lists.
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News Diet: Weekly Only
Don't track news daily. Read one weekly summary (Economist, Atlantic). Gain time and clarity.
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YouTube Discipline: Search, Not Recommendations
Enter YouTube with a specific search topic. Never open the home page.
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Reset the Algorithm
Every 3 mo, delete history + watched + watch only specific content 1 week. Algorithm relearns from scratch.
Online Relationships 3
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Escaping the Social Comparison Trap
When you feel envy after opening Instagram, write: "I see someone's best moments, I live my current one".
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Digital Boundaries with Family and Friends
"I don't reply on WhatsApp after 10 PM". "No work calls on weekends". — Explicit, firm.
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In-Person Priority Over Digital
For every 3 important digital chats with someone, schedule one real meeting.
Misinformation Literacy 5
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SIFT Method for Fact-Checking
Stop, Investigate source, Find better coverage, Trace claim to primary source. 30 sec exposes 90%.
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Lateral Reading, Not Vertical
Don't read a strange site top-to-bottom. Open 5 tabs searching "about" the site, then decide trust.
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Detecting Content Engineered to Provoke You
When you feel strong anger/fear/excitement from a post, stop. It may be engineered for that.
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Reverse Image Search Habit
Before sharing any emotionally charged image (disaster, shocking event), reverse-search it to learn its true source and history.
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Tracing Claims to Primary Sources Before Sharing
Before sharing a statistic or study finding, follow the citation chain to the primary source (the study, official report) instead of trusting whoever relayed it.
Ai Collaboration Advanced 18
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Multi-Step AI Workflow Design
Break a big task into 4-6 sequential steps, each a separate prompt + human verification.
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AI as Research Assistant, Not Final Author
Use AI to expand research, summarize, surface angles — then YOU write the final text in your voice.
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AI as Rubber Duck for Thinking
Explain your problem to the model out loud. You often find the solution while explaining, before its reply.
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AI-vs-AI Critique
Feed one model's output to another and request harsh critique. Disagreements expose weak points.
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Building a Personal Prompt Library
Never write the same prompt twice. Save every successful prompt in a tagged, searchable file.
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Custom Instructions Design
Set "system instructions" once in your account = every chat starts from your context automatically.
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RAG-Style Context Loading
Before asking AI, paste relevant docs/refs. It answers from "your knowledge", not its imagination.
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Fact-Grounding Strategies
Every factual AI claim = ask for a source. No source = don't use.
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AI Output Verification Ritual
Before publishing/sending: 5 mandatory verification questions. No exceptions.
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Ethical AI Use Boundaries
Define 5 contexts where you'll NEVER use AI. Write them. Stick to them.
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Multi-Step Agentic Prompting With Clear Limits
When delegating a multi-step chained task to the model, define mandatory human-review checkpoints before continuing.
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AI for Code Review vs. Code Generation
Know when to ask AI to generate new code versus review existing code — the two uses need different prompts and different caution.
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AI-Assisted Decision Journaling
Before a big decision, ask AI to surface your biases through questions (not give the answer), then log the decision and prediction for later review.
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Building a Personal Prompt Library Habit
Whenever a prompt works exceptionally well, save it immediately with a simple tagging system instead of relying on memory or digging through old chats.
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Quick Hallucination Detection Checklist
Before using any specific AI-provided fact (number, name, date, quote), apply a 5-question checklist in under a minute.
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Using AI as Your Plan's Devil's Advocate
Before executing a major decision, ask AI to attack your plan with the strongest possible arguments — not politely agree with it.
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AI-Assisted Negotiation Preparation
Before an important negotiation, use AI to simulate the other side's likely responses and rehearse your replies, not to write a script you read verbatim.
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Knowing When NOT to Use AI at All
Write a personal list of situations where you exclude AI entirely — irreversible decisions needing purely human judgment.
Writing With Ai 5
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AI as "Draft Zero" Writer
Use AI for a bad-fast initial draft, then YOU rewrite completely. Blank page is the killer.
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AI Editing Pass
After YOU write, ask AI for 3 improvements only. Don't let it "rephrase".
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Preserving Voice with AI
Identify 5 phrases/words that are "you". Ensure 2+ appear in any AI-assisted text.
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Plagiarism Boundaries with AI
"AI text didn't copy anyone" is myth. Ensure you don't publish someone's idea/sentence unattributed.
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Citation Hygiene with AI
Every AI claim needs a live source. Never cite a source you haven't read.
Focus Systems 8
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Single-Tasking Commitment
In every 60-90 min window: one task, one window, one intention.
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Attention-Residue Recovery
After every task-switch, write 2 sentences about previous task before starting new. Clears "residue".
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Browser Tab Limits
Max 5 browser tabs. Every 6+ = close or save to read-later.
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App-Specific Focus Modes
Build 3 iOS/Android modes: "Writing" (no notif), "Meeting" (phone only), "Rest" (family WhatsApp).
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Distraction Journal
For 5 days, log every distraction: time, trigger, pre-feeling. Patterns emerge.
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Internal Trigger Map (Eyal)
Identify 5 feelings that make you open phone. Per feeling, alternative plan pre-touch.
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Focus Start/End Rituals
3-min start ritual + 3-min end ritual = brain signal "now focus / now done".
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Calendar Block for Deep Work
Block 2-4 "deep work" windows weekly in calendar. Treat like CEO meeting.
Digital Hygiene 6
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Password Manager Onboarding
Replace all reused passwords in 30 days. One manager, one strong master.
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2FA Everywhere
Enable 2FA on email, bank, social, cloud. TOTP not SMS. Backup codes saved.
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Regular Data Download (Google Takeout etc.)
Every 6 months, download backup from Google/Apple/Meta. Backup + your right.
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Browser Extension Audit
Every browser extension can read your visible pages. Delete what you haven't used in 30 days.
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Public WiFi Precautions
On public WiFi: always VPN + no banking + 2FA even if feeling safe.
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Device Encryption Check
Phone encrypted by default, but your laptop? Check. If stolen, data exposed.
Online Identity 10
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Google-Yourself Audit
Google your name every 3 months. First 10 results = your identity to the world.
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Real (Not Vanity) LinkedIn Audit
LinkedIn measured by "who contacted with opportunity", not followers or likes.
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Profile Photo Consistency
Same photo across platforms. Refresh every 18-24 months. Natural light, clear face, calm background.
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Bio Voice Consistency
Your bio across platforms says same thing, same tone, same values. Even at different lengths.
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Online Reputation Repair
For each bad Google result: either delete (if legal) or bury under stronger content.
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LinkedIn Profile Accuracy Audit
Review every line in your professional profile — dates, achievements, titles — ensuring it's exactly accurate, not inflated.
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Effectively Managing Your Google Self-Search Result
When you find a negative or outdated result searching your name, apply a clear protocol: update, request removal, or bury with stronger content.
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Separating Professional and Personal Identity Across Platforms
Consciously decide which platform is purely professional, which is personal, and which is deliberately mixed — instead of unintentional mixing that harms both.
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Responding to Identity Theft or Impersonation
If you discover a fake account impersonating your name or photos, apply a rapid documentation-and-reporting protocol instead of panicking or ignoring it.
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Curating a Digital First Impression for New Contacts
Assume every new professional contact will search your name within a minute — consciously design what they'll see in the top 3 results.
Creator Economy 11
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Analytics Avoidance Trap
Check stats once weekly, not 20 times daily. Production loves silence.
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Comment Section Sanity
Don't read every comment. Read only questions. Ignore praise & insults equally.
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Audience Trust Over Reach
1,000 who trust you > 100,000 who follow. Build trust, numbers follow.
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Niche-Down vs Broad
Writer "about everything" = no one follows. Narrow to specific point, expand later.
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Sustainable (No-Burnout) Cadence
Publish at cadence you can sustain 2 years, not a month. Daily is great but lethal.
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Burnout-Prevention Posting Cadence
Set a weekly posting ceiling based on your sustainable energy, not on what the algorithm or competitors dictate.
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Resolving Authentic Voice vs. Algorithm-Chasing Tension
Before any post, ask: "am I writing this because I believe it, or because I think the algorithm favors it?" — constant tension drains content of its honesty.
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Constructively Handling Public Criticism and Hate
Set a pre-defined protocol for sorting comments: constructive criticism deserving a reply, or passing hate deserving only ignoring and blocking.
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Creator Income Diversification
Map your current income — if 80%+ comes from one source (platform ads, one client), you're in real danger at the first algorithm shift.
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Distinguishing Community-Building From Audience-Building
An audience watches you silently; a community interacts with each other even without you — assess which you're actually building and which serves your goal.
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Sustainable Content Batching
Dedicate one day to producing two weeks of content in advance, instead of the daily pressure to find an idea and post it the same day.
Learning Online 5
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MOOC Completion Strategy
General MOOC completion = 5-15%. To be a completer: split, commit, publish, apply.
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Learning in Public
Publish weekly what you learn even if not mastered. Public mistakes accelerate correction.
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Spaced Repetition (Anki)
Anki + 20 cards daily = 95%+ lifelong retention. Memory is craft, not gift.
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Digital Feynman Technique
Record 5-min video explaining what you learned to a 12-year-old. Gaps expose themselves.
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Learning Portfolio
Yearly: 5 most-impactful books, 3 completed courses, 10 mastered skills. Your learning narrative.
Digital Wellbeing Family 12
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Family Tech Agreement
Family sits, writes 7 collective rules about screens. All sign. All accountable.
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Child Online Safety
Before any new app for your child: check 3 things — recommended age, privacy, stranger contact.
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Age-Gates Discussion
Instagram says "13+". Haidt says "16+". Where's your researched stance?
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Parental Phone-Pause Modeling
Kids mimic your phone use, not your talk about it. Put device down when they speak to you.
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Dinner-Table Phone Basket
Basket near table. Every phone in pre-first-bite. First to touch washes dishes.
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Family Tech Agreement Renewal Ritual
Every 3 months, sit as a family to review your tech agreement — kids grow and rules must grow with them.
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Parents Modeling Phone-Free Meals
Before asking your child to put their phone away at the table, put yours away first — modeling beats any spoken rule.
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Co-Viewing vs. Solo-Screen Time
When your child watches content, watch with them and comment and ask — the difference between a screen that educates and one that numbs is your presence.
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Age-Appropriate Social Media Onboarding Conversation
Before allowing your child's first social media account, hold a structured conversation (not a lecture) covering privacy, strangers, and social comparison.
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Family Digital Legacy Planning
Document a list of your important digital accounts and who can access them if something happens to you — account chaos after death compounds grief.
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Family Screen-Time Transparency Dashboard Habit
The whole family (parents and children) shares the weekly screen-time report openly — mutual transparency ends the "the rule is just for me" feeling.
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Tech-Free Vacation Planning
Before your next trip, explicitly plan a screen-reduced vacation — deciding in advance is far easier than resisting in the moment mid-trip.
Ai Ethics Practical 6
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Sensitive Data Redaction Before Prompting
Before pasting anything in AI: redact names, numbers, emails, financial data.
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Spotting Bias in AI Output
Every AI reflects training-data biases. Check: gender, culture, economic class.
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Disclosure When Using AI
In academic/professional: state when AI used. Transparency protects + builds trust.
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Copyright-Aware Prompting
Don't ask AI "write in author X's style". That = using their commercial style sans permission.
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Personal Audit: Automation vs Replacement?
For each task automated with AI, ask: "Freed for higher value, or replaced my learning?".
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AI Limits in Personal Decisions
AI = info-gathering tool. Personal decisions (marriage, career, medical, friendship) = human decides.
Frequently asked questions
How do I write a professional AI prompt?
The digital domain includes prompt-engineering exercises that teach you how to write precise, clear AI prompts, alongside exercises in digital privacy and digital productivity.
How many exercises are in the digital domain?
The digital domain has 200 exercises on prompt engineering, AI literacy, privacy, and digital productivity.