• Free AI Engineering & Operator Quickstart Pack Cover
  • Free AI Engineering & Operator Quickstart Pack Cover
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🎁 100% FREE STARTER KIT: Instant source code download. Includes WELCOME20 code (20% off future upgrades).
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Digital Viking

📦 Verified ZIP Archive ⚡ Excel + CSV + PDF 🎯 Beginner to Intermediate
🎓 Skill Level: Beginner (No Coding Required)
✓ Step-by-Step Instructions Included

Free AI Engineering Quickstart Pack — FastMCP Server, Prompt Guardrails & RAG Checklist

Free AI Engineering Quickstart Pack — FastMCP Server, Prompt Guardrails & RAG Checklist

$0.00 USD
$0.00 USD
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🌍 Approx: €0.0 EUR • £0.0 GBP • C$0.0 CAD • A$0.0 AUD
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Quick specs

  • Delivery: Instant digital download (ZIP)
  • Format: Excel (.xlsx) + CSV + PDF Quickstart
  • Level: Beginner to Intermediate
  • Time to first use: Under 15 minutes
  • Target audience: Operations Directors, Agency Owners & Product Managers
  • Prerequisites: Microsoft Excel, Google Sheets, or Numbers (No coding required)
  • Path step: Step 1 — Audit & Prioritization · Complete AI Builder Path

Package includes

• Automation Opportunity Scorecard (.xlsx)
• 50 starter workflow rows + 25 SOP cards
• ROI & Time-Savings Calculator
📋 Quick Pre-Purchase Readiness Check: Check Your Setup
📊 Automated Scoring Engine & Formula Breakdown:
Automation Feasibility Score:
Feasibility = (Repetitiveness × 0.4) + (Digital Inputs × 0.3) + (Standard Rules × 0.3)
Annual Dollar Value Saved:
Savings = (Weekly Hours × 52) × Hourly Rate × Error Reduction Multiplier
Priority Tiering Logic:
IF(Score > 80, "Tier 1: Automate Now", IF(Score > 50, "Tier 2: Pilot", "Tier 3: Monitor"))
✓ Includes 5 pre-configured department sheets: Customer Support, Sales & CRM, Content Marketing, Finance/Billing, and DevOps.
🎮 Interactive Sample Preview: Illustrative Output
Estimate Your Team's Monthly & Annual ROI Savings:
Projected Monthly Savings:
$3,600 / mo
Projected Annual Savings:
$43,200 / yr
📄 Illustrative Deliverable Format Preview: Example Only — Not Verbatim 
# Workflow Audit Scorecard Row Sample (CSV Format)
Workflow_ID,Department,Task_Name,Weekly_Hours,Hourly_Rate,Feasibility_Pct,Annual_Value,Priority_Tier
WF-01,Customer Support,Ticket Triage & Tagging,12,45,90%,"$25,272",Tier 1: Automate Now
WF-02,Sales & CRM,Inbound Lead Enrichment,8,55,85%,"$20,570",Tier 1: Automate Now
WF-03,Content Marketing,Blog FAQ Generation,6,40,75%,"$11,232",Tier 2: Pilot
📦 What's Inside This Deliverable Package:
• Main Workbook: AI-Workflow-Audit-Master-Workbook.xlsx + 9 CSV exports
• Documentation: 15_Minute_Quickstart.pdf, 25 SOP cards, and 50 starter rows
• Licensing: Single-user / single-team commercial license
🎧 Guided Implementation Briefing: 5-Min Quickstart
1. Open in Excel or Google Sheets: Review the pre-populated formulas on the Summary Dashboard.
2. Input Your Operations Data: Enter weekly task hours and employee hourly rates across the 5 department tabs.
3. Generate Prioritized Backlog: The workbook auto-sorts tasks into Tier 1 (Automate Now) and Tier 2 (Pilot).
⏱️ Implementation Speed: First Audit Complete in 15 Mins
Plug & Play
Instant delivery to your email after checkout • 100% digital
⚡ Upgrade & Save ~23% with the Starter Pack Best Value

Instead of purchasing individual modules separately ($64.97 combined), get the AI Operator Starter Pack containing:

  • ✅ Step 1: AI Workflow Audit Checklist ($14.99)
  • ✅ Step 2: Niche Trend Analyzer CLI Script ($19.99)
  • ✅ Step 3: AI-Powered SEO Masterclass ($29.99)
⚡ Frequently Bought Together: Bundle Pair
Combine tools to accelerate your workflow setup. View Companion Tool →

💡 Multi-Buy Bundle Savings: Add 2+ items to your cart for an automatic 10% OFF, or new builders can use code WELCOME20 for 20% off (one discount per order). Want the complete foundation? Grab the AI Operator Starter Pack (3-in-1 bundle for $49.99 · save $15).

🚀 7-Step AI Builder Curriculum: View Complete Stack →
⚡ Instant Access:
Direct email link within seconds
🛡️ Verified Files:
Tested Python, Excel & PDFs
💼 Commercial License:
Single/team client use included
🔄 Free Re-downloads:
Link resent on request
Questions on fulfillment? See How delivery works or view our refund policy.
🛡️ Digital Download & File Support

If a download link fails or a shipped file is defective, contact support and review the linked delivery and refund policies for the available remedy.

⚡ Digital Delivery • 🔄 Link resend on request • 📄 Published Refund Policy
🧭 How It Works After Purchase:
1. Instant Access
Direct download link generated on screen and sent to your email.
2. Unpack & Verify
Extract the DRM-free ZIP archive with worksheets, code, and license.
3. Deploy & Automate
Apply immediately to client work or internal team workflows.
📁 Included ZIP File Contents ● Verified & Tested 
digital-viking-ai-workflow-audit-checklist-v1.0.zip
├── 📊 AI-Workflow-Audit-Master-Workbook.xlsx
├── 📖 15_Minute_Quickstart.pdf
├── 📖 Implementation_Guide.pdf
├── 📄 05_Twenty_Five_Workflow_SOPs.md
├── 📁 csv/ (9 sheet exports)
├── 📁 visual_assets/
└── 📝 LICENSE.txt
🔍 Click to Preview Sample Content & Worksheets Live Sample
Sample Scorecard Output:
• Task: "Weekly Client Performance Reporting"
• Time Spent: 6.5 hrs/wk | Error Rate: 2/5 | Feasibility: 88%
• Priority Tier: Tier 1 — High ROI Automate Immediately
• Projected Annual Hours Saved: 286 hours / $14,300 value

Includes 50 starter workflow rows across five departments plus 25 workflow SOP cards.

🔒 Archive QA Passed ZIP Safety ✓
• Archive Safety: No encrypted entries, symlinks, path traversal, case-colliding names, or unsafe compression ratios.
• Manifest Check: Catalog filenames, bundle membership, nested hashes, and promised deliverable counts match.
• Runtime Scope: Software runs offline by default where documented; configured live connectors can access external services.
🧪 Illustrative Use Case (Not a customer testimonial)
✓ Package QA Passed
Enter workflow assumptions, compare annual-value estimates, and turn the highest-scoring candidates into a reviewable automation backlog.
— Example workflow; estimates depend on your inputs
100% Free Developer & Operator Resource

Free AI Engineering & Operator Quickstart Pack

A battle-tested starter package of production Python code, prompt security guardrails, RAG readiness criteria, and an automated ROI opportunity scorecard.

🎁 Exclusive Community Welcome Gift

When you download this free quickstart kit, you immediately unlock 20% OFF any premium toolkit or the Complete AI Builder & Agency Master Suite. Use promo code:

WELCOME20

Why We Built This Free Quickstart

Building with LLMs often means sifting through toy demos and non-deterministic scripts that break under edge cases. We designed this free starter toolkit to provide developers and operations leaders with clean, immediate, architectural foundations: runnable FastMCP server code, OWASP-compliant prompt boundaries, vector search criteria, and dynamic ROI formulas.

What's Inside the Download

⚡

1. Standalone FastMCP Server

mcp_quickstart_server.py

Production FastMCP starter with Pydantic type validation, tool registration, mock token-bucket rate limiter, and error isolation.

🛡️

2. Prompt Guardrails Cheatsheet

prompt_engineering_guardrails.md

10 battle-tested patterns: XML tag delimiters, schema enforcement, grounded CoT reasoning, few-shot calibration, and injection defense.

📊

3. Automation ROI Scorecard

ai_workflow_audit_scorecard.xlsx

Pre-built Excel model scoring 10 operational workflows with dynamic formulas calculating hours saved and net annual dollar ROI.

🔍

4. 12-Point RAG Checklist

rag_production_checklist.md

Essential pre-launch criteria covering hybrid dense/BM25 search, cross-encoder reranking, SLA guardrails, and citation verification.

Technical Specifications

Deliverable Format ZIP Archive (.py + .md + .xlsx)
Target Audience AI Engineers, Python Developers, Automation Consultants & Operations Leads
Prerequisites Python 3.10+ and any spreadsheet application (Excel, Sheets, Numbers)
License Commercial Permissive Starter License (Free for personal & commercial use)
Delivery Instant Digital Download (Immediate email link + order confirmation)

🔒 Digital Viking Quality Standard: 100% clean code, zero spam, immediate delivery. No credit card required.

🛠️

Ready for Production Tooling?

Take your agents beyond toy examples. Upgrade to our production-ready toolkits with persistent databases, hybrid RAG retrieval, and full commercial licenses:

⚡ Quickstart: Run MCP Tool Server Ready to Execute 
unzip digital-viking-mcp-tool-registry-v1.0.zip
cd mcp_tool_registry
pip install -r requirements.txt
python quickstart.py
python mcp_server.py --stdio
# Adapt claude_desktop_config.json or mcp_config.json for your client
💡 3 High-Impact Use Cases for This Deliverable:
1. Client Consulting Audits: Run structured 15-minute automation audits for clients and present quantified annual hours/dollars saved.
2. Internal Bottleneck Elimination: Map repetitive team workflows across support, reporting, and marketing to prioritize AI tooling budgets.
3. 90-Day Automation Backlog: Auto-sort tasks into Tier 1 (Immediate High ROI), Tier 2 (Pilot), and Tier 3 (Hold) projects.
📈 Estimated Time & Cost ROI Calculator: Interactive Estimate

Select your team's weekly hours spent on manual workflow tasks:

⚡ Projected Monthly Savings: ~15 hours & ~$750/mo at standard operator rates.

Digital delivery

This is an instant digital download. There is no physical shipping. After purchase, you receive immediate access by email and on-screen order confirmation.

See How digital delivery works for step-by-step access details.

🗜️ Archive & Extraction Details:
Standard .ZIP Archive No Third-Party Unzipper Needed Core Files Inspectable Offline

Standard ZIP tools can extract the archive. Live data collection, API providers, and service connectors require network access when enabled.

⚡ Instant Extraction Guide by Operating System: Cross-Platform
🍎 macOS:
Double-click the downloaded .zip file to extract via Archive Utility, or run unzip *.zip in Terminal.
🪟 Windows:
Right-click the .zip file → select Extract All... → choose folder and click Extract.
🐧 Linux:
Run unzip filename.zip -d ./package or use your desktop environment's archive manager.

Format & compatibility

Deliverables are packaged in clean, standard formats compatible across platforms:

  • Code & Scripts: Python 3.10+ (.py) with pip/uv support
  • Roadmaps & Guides: Searchable PDF, Markdown (.md), and ePub
  • Checklists & Trackers: Microsoft Excel (.xlsx) and CSV
⚙️ Compatibility & Supported Environments:
Microsoft Excel Google Sheets Apple Numbers CSV / XLSX Format macOS / Windows / Linux
📊 AI Builder Stack & Agency Suite Comparison:
Product Format Time to Value Price
1. Workflow Audit Checklist Excel + CSV + PDF 15 mins $14.99
2. Niche Trend Analyzer Python Script + PDF 10–20 mins $19.99
3. AI SEO Masterclass Searchable PDF + .md 30 mins $29.99
4. Transformation Roadmap Executive Strategy PDF 1–2 hours $39.99
5. Python Agent Boilerplate Modular Python Template 5 mins $49.99
6. MCP Tool Registry & Suite Python / TS MCP Suite 10 mins $34.99
7. RAG & Vector Database Kit Python / SQLite BLOB 5–10 mins $39.99
AI Agency Contract Pack MSA + SOW + Decks 15 mins $39.99
Prompt & Eval Library 25 Prompts + Evaluators 5 mins $24.99
★ 3-in-1 Starter Pack Bundle Steps 1, 2, & 3 Combined Instant Access $49.99 (Save $15)
👑 Complete AI Master Suite All Steps + Agency Pack + Prompts Single-Team License $99.00 (Save $190+)

Digital access & current package

Your purchase includes:

  • Digital delivery after checkout
  • Download link on your order confirmation page and in your order email, resent on request through our contact page
  • The current validated package version shown on this page
🚀 Current Package: v1.0 ● Validated Build
• Included: Working annual-value formulas, 50 starter rows, 25 SOP cards, and 9 CSV exports.
• Validation: Spreadsheet formulas, PDFs, CSVs, and archive manifest checked.

License & commercial use

Purchases include a Single-User / Single-Team Commercial License:

  • ✅ Allowed: Use in client projects, freelance work, and commercial deliverables without attribution.
  • ✅ Allowed: Use in unlimited internal workflows, team automations, and private codebases.
  • ✅ Allowed: Modify, customize, and extend the scripts and templates for your team.
  • ❌ Not Allowed: Resell, sub-license, redistribute, or publicly re-host the raw files on marketplaces or open-source repositories.
📜 Included License Terms: Full Commercial Rights
• Private & Team Use: Use for one purchaser's business and internal team operations.
• Client Projects: Incorporate into client deliverables, consulting packages, and production systems.
• Restrictions: Do not resell, redistribute, publicly re-host, or share the raw package as a competing product.

Refunds and support

See our refund policy and digital delivery policy for access timing and support details. Contact us if a download link fails or a file is defective.

💬 Frequently Asked Questions:
Do I need advanced spreadsheet skills?

No! All scoring formulas, weights, and ROI calculations are pre-configured. You simply enter your team's workflow metrics.

Does it work with Google Sheets?

Yes! You can open and edit the file seamlessly in Google Sheets, Microsoft Excel (2016+), or Apple Numbers.

How do I receive my files after checkout?

Your secure download link is displayed immediately on the order confirmation screen and sent to your email in seconds.

🙋 Need pre-purchase guidance or multi-seat licensing? Ask before you buy

Have questions about team deployments, corporate invoices, or custom tool integrations? Send us a message and we'll reply by email.

🔄 Need to Re-Download a Past Purchase? Order email + account

Your download link is in your order confirmation email. Lost it or changed computers? Sign in to your account with your checkout email to see your orders, or contact us with your order number and we'll resend your link.

🔗 Share with your team or colleagues:

Need team approval or purchasing through agency budgets? Copy the direct link or forward to your procurement lead.

View full details

More from the AI Builder Path

Follow the Digital Viking AI builder path from diagnosis to implementation.

Step 1 audits your workflows, Step 2 validates a niche, Step 3 plans AI-era SEO, Step 4 maps a 90-day rollout, Step 5 gives you a Python agent starter, Step 6 adds an MCP tool server and Step 7 adds RAG search. The Agency Contract Pack and the Prompt & Evaluator Library round it out.

Not sure where to start? Grab the Free AI Engineering Quickstart Pack ($0). Want Steps 1–3 together? The AI Operator Starter Pack is $49.99 instead of $64.97. Want everything? The Complete AI Builder & Agency Master Suite includes all 9 paid toolkits for $99 instead of $294.91 bought separately.

View all