This content originally appeared on DEV Community and was authored by Dev
This is a submission for the Runner H “AI Agent Prompting” Challenge 🚀✨
🚀 What I Built 🛠️
Imagine an AI mentor that never sleeps, never judges, and always adapts to your pace. That’s Roadmap Architect by Runner H! It transforms any sprawling site, like javascript.info — into a clear, step-by-step learning journey:
It starts by scraping every topic and subtopic, then classifying them as Beginner, Intermediate, or Advanced. Next, it asks about your background, strengths, pain points, and available time. From there, it crafts a personalized roadmap—week by week—complete with clickable links, estimated durations, and hands-on mini-projects. Critically, it builds 1 week at a time, pausing for your approval before proceeding, and iterates until you’re 100% satisfied. 🎯
🎥 Demo
👇 Experience the full workflow—watch Roadmap Architect craft a bespoke plan in real time:
- Video Walkthrough: See me prompt Runner H, fine-tune preferences on the fly, and unveil a personalized roadmap in minutes.
🤖 How It Works
1️⃣ Deep Content Extraction
- Runner H crawls the site’s table of contents and all nested sections, ensuring no topic is left behind.
2️⃣ Smart Classification
- Each topic is tagged by difficulty—so you never feel overwhelmed or under-challenged.
3️⃣ User Profiling & Customization
- It asks about your experience level (1–5), strong areas, challenge zones, and daily/weekly availability.
4️⃣ Dynamic Timeline Calculation
- Based on your 60–90 min/day(or whatever time you can dedicate to it) commitment, it computes the total number of weeks needed and average hours per week.
5️⃣ Iterative Week-by-Week Planning
- Week 1: Up to 10 topics, each with a description, time estimate, and link - then pause for your feedback.
- You refine or give the green light (“Go Week 2”), and it continues until every topic is scheduled.
6️⃣ Final Delivery
- Once you reply “Finalize Roadmap”, it generates a Google Doc titled “My [SiteName] Mastery Roadmap”, adds the catchphrase “Roadmap Complete – Mastery Unlocked! 🔓”, and emails it to you.
This isn’t a one-size-fits-all script—it’s a real conversation. You guide the pace; Runner H agent adapts in real time. 💫💫
💡 Behind the Magic: Key Workflow Moments
1️⃣ Master Table Extraction
Behold the complete map of javascript.info—every chapter and subchapter auto-curated into a single list.
2️⃣ Personalization Alchemy
Runner H gathers your skill level, strengths, pain points, and time budget to forge a tailored learning profile.
3️⃣ Dynamic Week Preview
A sneak peek at Week 3’s blueprint—topics, time estimates, and links, paused for your “Go Week 4” signal.
4️⃣ Comprehensive Coverage Check
Runner H double-checks that no concept is left behind before sealing the plan for finalization.
5️⃣ Grand Finale Document
Your complete “My JavaScript Mastery Roadmap” in Google Docs—ready to download, share, and conquer!
🤖🤝👩💻 How I Used Runner H
My main prompt:-
🧠 Runner H “Roadmap Architect”
You are my Autonomous Learning Path Architect. Your mission is to build a fully customized, iterative learning roadmap from a given site—never proceeding without explicit user approval at every step.
---
### 1. Initial Setup & Configuration
1. **Email Address**
- Prompt me: “Please provide the **email address** where the final roadmap will be sent.”
- After I reply, ask:
> “Any errors or issues with this email?”
2. **Resource URL**
- Prompt me: “Please provide the **URL** of the site to scrape.”
- After I reply, ask:
> “Any errors or issues with this URL?”
---
### 2. Intake & Scrape
1. **Scrape** the site’s table of contents (all topics/subtopics).
2. **Classify** each item as **Beginner**, **Intermediate**, or **Advanced**.
3. **Store** the full list—do **not** proceed until you confirm every topic is captured.
4. Prompt me:
> “Did the scraped list match your expectations? Are any topics missing or incorrect?”
- **Wait** for my confirmation and any corrections before moving on.
---
### 3. Proficiency Assessment
Prompt me for:
1. **Experience Rating (1–5):** How familiar are you with this subject?
2. **Strong Topics (up to 3):** Which topics do you already know? Give a brief example.
3. **Challenge Areas:** Which topics feel brand-new or intimidating?
4. **Pacing Preference:** With 60–90 min/day, would you like **more topics/week** (faster) or **fewer topics/week** (deeper)?
5. After I answer, ask:
> “Any issues with these questions or your answers?”
- **Wait** for my confirmation before proceeding.
---
### 4. Time Budget & Overview
- **Compute** total weeks needed and **avg hours/week** (based on 60–90 min/day).
- Announce:
> “We have **X** weeks total. Each week requires about **Y** hours of study.”
- Ask:
> “Does this timeline look correct? Any adjustments?”
- **Wait** for my confirmation before scheduling.
---
### 5. Iterative Weekly Plan Workflow
> **Key Rule:** **After each week’s plan**, stop and **wait** for my feedback—do not auto-continue or disable.
1. For **Week 1**:
- Generate up to **10 items**, each with:
- **1-line description**
- **Time estimate** (minutes)
- **Clickable URL**
- Prompt me:
> “Week 1 plan ready. Any errors or issues? Provide feedback or reply **‘Go Week 2’** to continue.”
- **Wait** for either feedback (and iterate) or **‘Go Week 2’**.
2. For **Week N** (N > 1):
- Upon receiving **‘Go Week N’**, generate Week N plan similarly.
- Prompt:
> “Week N plan ready. **X−N** weeks remain. Any errors or issues? Provide feedback or reply **‘Go Week N+1’**.”
- **Wait** for feedback or **‘Go Week N+1’**.
3. **Termination Condition:**
- Continue week by week until **all scraped topics** are scheduled.
- Once the last week is generated and I reply “Go Week X+1”, detect no topics remain and prompt:
> “All topics scheduled. Reply **‘Finalize Roadmap’** to create the Google Doc.”
- **Wait** for **‘Finalize Roadmap’** before finalization.
---
### 6. Finalization & Delivery
When I reply **‘Finalize Roadmap’** and confirm no issues:
1. Create a Google Doc titled:
> **“My [SiteName] Mastery Roadmap”**
2. Populate it with:
- **Overview** (start date, total weeks, daily time)
- **All weekly plans** with clickable links
- **Catchphrase:** “Roadmap Complete – Mastery Unlocked!”
3. Email the Doc link to the address provided.
4. Finally ask:
> “Did everything arrive correctly? Any issues to fix?”
---
**Formatting & Tone**
- Use **numbered lists** & **bold headings**.
- Keep language **concise**, **actionable**, and **friendly**.
- **Always wait** after each prompt—for initial inputs, scraped-list verification, proficiency answers, timeline approval, every weekly plan, and finalization—before proceeding.
---
**Kickoff Sequence**
1. Prompt for **Email Address**.
2. Prompt for **Resource URL**.
3. Verify inputs, then scrape, assess proficiency, compute timeline, and generate **Week 1** plan—then **wait** for **‘Go Week 2’** or feedback.
I leveraged Runner H Agent as a multi-talented AI learning coach, guiding users seamlessly from zero to mastery:
1️⃣ Brand Persona Creation
- Framed Runner H as a globally-renowned mentor, instilling trust and engagement.
2️⃣ Automated Scraping & Classification
- Employed web-scraping to gather every topic/subtopic and AI-driven logic to tag difficulty levels.
3️⃣ Interactive User Profiling
- Designed prompts that capture each learner’s skill level, strengths, weak points, and time constraints.
4️⃣ Adaptive Planning Engine
- Built dynamic algorithms to calculate timelines and weekly loads, adjusting in real time based on user feedback.
5️⃣ Iterative Feedback Loop
- Implemented “pause and review” after each week’s plan, ensuring the roadmap evolves until perfection.
6️⃣ Seamless Delivery
- Integrated Google Docs(connected my Google Docs to Runner H) to compile the final roadmap document and email it directly to the user.
With Runner H, I’ve turned an overwhelming DIY learning process into a guided, interactive experience—empowering learners to conquer any subject, one week at a time. 🎉
Real-world Applications 🌍 📜
Learning feels chaotic when you don’t know what comes next. Roadmap Architect solves that by providing:
1️⃣ A structured path for self-learners buried under dozens of resources.
2️⃣ A standardized curriculum for bootcamp instructors and corporate training.
3️⃣ A flexible, goal-driven plan for professionals balancing work, life, and skill-building.
By turning disorganized resources into bite-sized sprints, it helps you focus, stay motivated, and actually finish what you start.
👥 Intended Users
1️⃣ Developers & Data Scientists
- Swamped by endless tutorials and uncertain where to begin—Roadmap Architect lights the way.
2️⃣ Designers & Marketers
- Hungry for a structured learning path that fits creative minds and busy schedules.
3️⃣ Career-Changers
- Want a fast-track, crystal-clear plan to reskill in weeks—not years.
4️⃣ Educators & Team Leads
- Need a reliable, repeatable framework to guide entire cohorts with measurable milestones.
Perfect for anyone who has a wealth of resources but needs clarity regarding timeline, commitment, and step-by-step execution 🎯💡.
🔧 How It Transforms Learning
Before Roadmap Architect, learners often:
- ❌ Lost Momentum: Bookmarking dozens of pages they never revisited.
- ❌ Misfocused Effort: Uncertain if they’re even studying the right concepts/topics.
- ❌ Frustrated & Stuck: Progress vanishing into the void of overwhelm.
With Roadmap Architect, you get:
1️⃣ Tailored Cadence: A plan that matches your X min/day rhythm.
2️⃣ Feedback-Driven Flow: Every week’s plan pauses for your go-ahead before moving forward.
3️⃣ Built-In Accountability: Weekly targets and mini-projects keep you motivated and on track.
📈 Real Impact & Use Cases
In just 10 minutes, Roadmap Architect can:
- 🚀 Boost Completion Rates by 30–50% through clear, bite-sized milestones.
- 💪 Elevate Confidence with early wins and steady progress.
- 🌟 Eliminate Overwhelm, turning “Where do I start?” into “Week 4, here we go!”
Whether you’re tackling a massive online tutorial, onboarding a new team, or pivoting careers, Roadmap Architect turns chaos into a personalized path to mastery.
Social Love 💬
✨ If you’ve ever felt lost in endless tutorials, and this workflow agent helped you out, please upvote this post!
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🙏 Heartfelt Gratitude
1️⃣ To Runner H for powering this transformative journey—your AI brilliance makes mastery possible.
2️⃣ To Dev.to for fostering creativity, community, and these game-changing challenges.
3️⃣ To every aspiring learner who dares to turn confusion into clarity—this roadmap is your launchpad! 🚀
🎉 Ready to Ignite Your Journey?
1️⃣ Send your first prompt to Roadmap Architect.
2️⃣ Witness your custom learning path unfold, week by week.
Mastery is one click away 💫💫🎯!
This content originally appeared on DEV Community and was authored by Dev
Dev | Sciencx (2025-06-25T20:23:19+00:00) 📈🤖 Personalized AI Blueprint: Unleash Your True Potential 🔓✨. Retrieved from https://www.scien.cx/2025/06/25/%f0%9f%93%88%f0%9f%a4%96-personalized-ai-blueprint-unleash-your-true-potential-%f0%9f%94%93%e2%9c%a8/
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