REC
PROMPT LAB // LEARNING DECK
How to Use
1
Pick a category — Scroll to find the prompt that fits your need
2
Enter your context — Fill in the fields and the prompt auto-populates
3
Copy and paste — The prompt auto-fills with your input
4
Use with AI — ChatGPT, Claude, Gemini, or your preferred tool
Prompt Library
📚 Deep Learning Explainer
Fill in the fields for this prompt:
Explain {TOPIC} to a beginner using analogies from {ANALOGY}.
Structure:
1) 3-sentence layperson intro.
2) Build a mental model with the analogy; map parts to the real concept.
3) Show how it works with a tiny, concrete example.
4) Common misconceptions + how to correct them.
5) Progression: beginner -> intermediate -> advanced in bullet steps.
6) 3 practice tasks and 3 follow-up questions tailored to {GOAL}.
🔬 Research Synthesizer
Fill in the fields for this prompt:
Synthesize the current state of research on {TOPIC} (2023-2025 focus).
Include:
- Consensus and major debates.
- 5 recent developments and why they matter.
- Practical implications (who/what/when it applies).
- Open gaps and suggested next experiments.
- 3 short prompts I can reuse to dig deeper.
Keep sources general (no exact citations).
🎯 Learning Path Designer
Fill in the fields for this prompt:
Design a learning path for {SKILL}.
Current level: {LEVEL}. Time per week: {HOURS}.
Output:
- Modules with outcomes, time estimates, and resources.
- Practice projects with difficulty ramp.
- Weekly checkpoints and self-assessment prompts.
- Common pitfalls to avoid and how to recover.
- One fast-track option if time is tight.
🐛 Code Debugger Pro
Fill in the fields for this prompt:
Debug a {LANGUAGE} issue.
Context: {ISSUE}.
Relevant code summary: {CODE}.
Deliver:
1) Likely root causes ranked.
2) Why they happen (mechanics).
3) Corrected snippet with inline comments.
4) Tests to add (unit/integration).
5) Prevention checklist for future PRs.
📝 Technical Documentation Writer
Fill in the fields for this prompt:
Document {FEATURE} for a {AUDIENCE} audience.
Include:
- Overview + when to use it.
- Prerequisites and setup.
- Step-by-step guide with code samples.
- Common use cases and anti-patterns.
- Troubleshooting FAQ with error signatures.
- Best practices + security/perf notes.
- Change log skeleton for future updates.
📋 Project Planner Pro
Fill in the fields for this prompt:
Plan a project called {PROJECT}.
Timeline: {TIMELINE}. Resources: {RESOURCES}. Deliverables: {DELIVERABLES}.
Output:
- Phases with milestones and dependencies.
- RACI-style ownership and time boxes.
- Risks + mitigations with triggers to watch.
- Success metrics and how to instrument them.
- 48-hour starter plan to get momentum.
✉️ Professional Email Composer
Fill in the fields for this prompt:
Draft a professional email about {PURPOSE} to {RECIPIENT}.
Tone: {TONE}. Key points: {POINTS}.
Deliver:
- Subject line options (direct + curiosity).
- Version A: concise / Version B: detailed.
- CTA + what success looks like for the reader.
- One-line PS that adds credibility.
📣 Marketing Copy Wizard
Fill in the fields for this prompt:
Write marketing copy for {PRODUCT}.
Audience: {AUDIENCE}. Benefits: {BENEFITS}. USP: {USP}.
Output:
- 5 headlines (hook + benefit).
- 120-word body with scannable structure.
- 3 CTAs with tones: friendly, urgent, confident.
- Social variants for Twitter, LinkedIn, Instagram.
- Objection handler: 3 objections + counters.
✨ Story & Content Creator
Fill in the fields for this prompt:
Create a {TYPE} about {TOPIC} for {AUDIENCE}.
Style: {STYLE}. Tone: {TONE}. Length: {LENGTH}.
Structure:
- Hook + stakes in 2 sentences.
- Act/Section breakdown with beats.
- Sensory details and dialogue prompts.
- Strong close with resonance.
Include 3 alt openings and 3 title options.
📊 Data Analysis Assistant
Fill in the fields for this prompt:
Analyze this scenario/data: {DATA} to inform {DECISION}.
Output:
- Key signals/metrics and suggested charts.
- Anomalies and plausible explanations.
- Recommended actions ranked by impact/effort.
- Risks and limitations; what not to conclude.
- One dashboard sketch (sections + metrics).
🧩 Strategic Problem Solver
Fill in the fields for this prompt:
Solve: {PROBLEM} under {CONSTRAINTS}.
Use this flow:
1) Reframe from 3 lenses (user, business, ops).
2) Root causes (5 Whys) with evidence assumptions.
3) Options: short-term vs long-term with trade-offs.
4) Recommended path with 5 steps and owners.
5) What to monitor + early warning signals.
💡 Creative Brainstorm Engine
Fill in the fields for this prompt:
Generate 10 ideas for {PROJECT} with context: {CONTEXT}.
Mix safe -> wild. For the top 3:
- Why it fits now.
- Impact, obstacles, and first prototype steps.
- One-liner pitch and a bold variant.
Add a constraint breaker: how to do it with half the resources.
🎤 Interview Preparation Coach
Fill in the fields for this prompt:
Prepare for a {ROLE} interview at {COMPANY}.
Deliver:
- 12 likely questions with bullets of what "great" sounds like.
- STAR answers customized to my profile.
- 6 smart questions to ask them.
- Weak spots in my profile + fix tactics.
- A 48-hour cram plan.
🌍 Language Translation Plus
Fill in the fields for this prompt:
Translate from {SOURCE} to {TARGET}: {TEXT}.
Deliver:
- Literal translation.
- Idiomatic/native version with cultural notes.
- Alternative phrasings for tone shifts.
- Pronunciation for key phrases.
- 3 micro style rules to keep tone consistent.
Pro tip: The more specific your inputs, the better the AI response. Add context about your situation, constraints, and desired outcomes.