Workflow Examples

Real-world scenarios showing Astronox in action.

Development Workflows

New Project Setup

Scenario: Starting a React + TypeScript project

Conversation:

You: "Set up a new TypeScript React project called 'dashboard':
     1. Create folder structure
     2. Initialize git
     3. Create package.json with common dependencies
     4. Generate tsconfig, .gitignore, README
     5. Create basic component structure"

AI: I'll break this into steps...
    [Plan Hub shows 5 steps]

    ✅ Step 1: Create folder ~/Work/dashboard
    ✅ Step 2: Initialize git repository
    ⏳ Step 3: Creating package.json...

Plan Hub:

📋 Project Setup: dashboard

✅ Create project folder
   └─ Created ~/Work/dashboard/

✅ Initialize git
   └─ Initialized with .git/

✅ Generate package.json
   └─ Added: react, typescript, vite, etc.

✅ Create config files
   └─ tsconfig.json, .gitignore, README.md

✅ Create component structure
   └─ src/components/, src/hooks/, src/utils/

Complete! Project ready for development.

Result: Fully configured project in 30 seconds

Code Review Workflow

Scenario: Review pull request changes

Conversation:

You: [Attach: diff.patch]
     "Review this code change for:
     • Potential bugs
     • Performance issues
     • Security vulnerabilities
     • Code style consistency"

AI: Code Review Summary:

    ✅ Good:
    • Proper error handling
    • Clear function names
    • Added unit tests

    ⚠️ Issues Found:

    1. Security (High):
       Line 47: SQL injection risk

       Current:
       db.query(`SELECT * FROM users WHERE id = ${userId}`)

       Fix:
       db.query('SELECT * FROM users WHERE id = ?', [userId])

    2. Performance (Medium):
       Line 103: N+1 query problem
       Fetching users in loop - use batch query

    3. Style (Low):
       Inconsistent indentation (tabs vs spaces)

    Detailed recommendations:
    [...]

Follow-up:

You: "Generate the fixed version"
AI: [Provides corrected code]

You: "Save as automation 'Security Code Review'"
AI: ✓ Saved for future use

Deploy Pipeline

Automation: Deploy to Production

Steps:

1. Run test suite
2. Build production bundle
3. Run security scan
4. Backup current production
5. Deploy to server
6. Verify deployment
7. Send notification

Usage:

You: "Deploy to production"

AI: Running deployment automation...

    ✅ Tests: 156/156 passed
    ✅ Build: Completed (2.3 MB bundle)
    ✅ Security: No vulnerabilities
    ✅ Backup: Created production-backup-20251220

    ⚠️ Ready to deploy
       This will update live production server

       [✓ Deploy] [✗ Cancel]

You: [Clicks Deploy]

AI: ✅ Deploying...
    ✅ Upload complete
    ✅ Verification: Site responding
    ✅ Notification sent to team

    Deployment successful! 🚀
    Live at: https://app.example.com

File Management Workflows

Weekly Downloads Cleanup

Scenario: Regular file organization

Automation: "Weekly Downloads Cleanup"

Conversation:

You: "Run weekly downloads cleanup"

AI: Starting Downloads cleanup automation...

    📊 Analysis:
    • Total files: 127
    • Total size: 3.2 GB
    • Files >90 days: 47 (1.8 GB)

    📋 Plan:
    1. Delete temp files (*.tmp, *.cache)
    2. Group files by type
    3. Move old files to Archive/2024-12/
    4. Generate report

    Proceed? [✓ Yes] [✗ No]

You: [Clicks Yes]

AI: ⏳ Processing...

    ✅ Deleted 15 temp files (245 MB)
    ✅ Organized into folders:
       • PDFs/ (23 files)
       • Images/ (34 files)
       • Videos/ (8 files)
       • Other/ (12 files)
    ✅ Archived 47 old files

    📄 Summary Report:
    ──────────────────
    Freed space: 2.1 GB
    Files organized: 77
    Files archived: 47
    Files deleted: 15

    Downloads folder is now clean!

Photo Organization

Scenario: Organize years of photos

Workflow:

You: "Organize my Photos folder:
     1. Group by year and month
     2. Identify duplicates
     3. Show me the duplicates before deleting
     4. Create album folders for events"

AI: Starting photo organization...
    [Plan Hub shows 4 steps]

    ✅ Step 1: Analyzing photos...
       Found 2,847 photos spanning 2020-2025

    ✅ Step 2: Created folder structure:
       Photos/
       ├── 2020/
       │   ├── 2020-01/
       │   ├── 2020-02/
       │   └── ...
       ├── 2021/...
       └── 2025/

    ⏳ Step 3: Detecting duplicates...
       Found 143 duplicate images

    Duplicates preview:
    IMG_1234.jpg = IMG_1234_copy.jpg (identical)
    vacation1.jpg = vacation1(1).jpg (identical)
    ...

    Delete duplicates? [✓ Yes] [Show all first]

You: "Show all first"

AI: [Displays full list with thumbnails]

You: "Delete them"

AI: ✅ Deleted 143 duplicates (freed 1.2 GB)

    ⏳ Step 4: Creating event albums...
       Analyzing photo timestamps and locations...

       Suggested albums:
       • "Summer Vacation 2024" (47 photos)
       • "Birthday Party Dec 2025" (23 photos)
       • "Weekend Hike Oct 2025" (18 photos)

       Create these? [✓ Yes] [✗ No]

System Maintenance Workflows

Monthly System Cleanup

Automation: Comprehensive system maintenance

Schedule: First Sunday of each month

Steps:

You: "Run monthly system cleanup"

AI: 🔧 Monthly Maintenance Routine

    Pre-check:
    • Disk: 68% full (320 GB free)
    • Memory: 8 GB used of 16 GB
    • Processes: 247 running

    Tasks:
    1. Clear caches and temp files
    2. Remove old log files
    3. Empty trash
    4. Find large unused files
    5. Check for available updates
    6. Optimize startup items

    Estimated time: 5-10 minutes

    [Start Cleanup]

AI: ⏳ Task 1/6: Clearing caches...

    Browser caches: 1.2 GB
    System temp: 450 MB
    App caches: 680 MB

    ✅ Cleared 2.3 GB

    ⏳ Task 2/6: Removing old logs...
    Found 37 log files >30 days (145 MB)
    ✅ Deleted

    ⏳ Task 3/6: Emptying trash...
    Trash contains 67 items (3.4 GB)
    ✅ Emptied

    ⏳ Task 4/6: Finding large unused files...

    Files >1GB not accessed in 6+ months:
    1. old-backup.zip (4.2 GB) - Last access: Mar 2025
    2. video-project.mp4 (2.8 GB) - Last access: Feb 2025
    3. archive.tar (1.5 GB) - Last access: Jan 2025

    Delete these? [Review] [Delete all] [Skip]

You: "Review"

AI: [Shows details of each file]

You: "Delete 1 and 3, keep 2"

AI: ✅ Deleted 2 files (5.7 GB freed)

    ⏳ Task 5/6: Checking updates...
    • macOS: No updates
    • Astronox: Update available → v1.2.0
    • Homebrew: 3 packages can be updated

    ⏳ Task 6/6: Optimizing startup...
    8 apps set to launch at login
    Suggest removing:
    • OldApp (haven't used in 90 days)
    • UpdateHelper (unnecessary)

    ✅ Cleanup Complete!

    Summary:
    ──────────────────
    Space freed: 11.4 GB
    Disk now: 56% full (331 GB free)
    Performance improvement: ~12%
    Next cleanup: Jan 5, 2026

Content Creation Workflows

Blog Post from Notes

Scenario: Convert rough notes to polished article

Workflow:

You: [Attach: notes.txt]
     "Convert these notes into a blog post:
     • Add proper structure (intro, sections, conclusion)
     • Improve writing (clear, engaging)
     • Add section headings
     • Suggest images/examples
     • Format as markdown"

AI: I'll transform your notes into a blog post.

    Analyzing notes...
    • Main topic: Getting started with Docker
    • Key points: 7 identified
    • Audience level: Beginner

    Generating article...

    [Shows structured blog post]

    Title: A Beginner's Guide to Docker:
           Containers Made Simple

    Suggested improvements:
    • Add code examples for each command
    • Include diagram of container architecture
    • Add "Common Pitfalls" section
    • Expand troubleshooting tips

    Apply suggestions? [Yes] [No] [Custom]

You: "Yes"

AI: ✅ Enhanced article ready!

    Statistics:
    • Word count: 1,847
    • Reading time: 7 minutes
    • Code examples: 5
    • Suggested images: 3

    [Copy to clipboard] [Save as file] [Both]

You: "Save as file"

AI: ✅ Saved: ~/Documents/blog-docker-guide.md

    Next steps?
    • Generate SEO metadata
    • Create social media snippets
    • Export to your CMS format

Data Processing Workflows

CSV Data Cleaning

Scenario: Process messy data exports

Conversation:

You: [Attach: sales-data.csv]
     "Clean this CSV:
     • Remove duplicate rows
     • Fix date formats (make consistent)
     • Remove rows with missing critical fields
     • Standardize currency amounts
     • Sort by date descending
     • Export clean version"

AI: Analyzing CSV...

    Found:
    • 1,247 rows
    • 12 columns
    • Issues detected: 47 duplicates, 23 missing values,
      mixed date formats

    Cleaning process:

    ⏳ Removing duplicates...
    ✅ Removed 47 duplicate rows

    ⏳ Standardizing dates...
    Found formats: MM/DD/YYYY, DD-MM-YYYY, YYYY/MM/DD
    ✅ Converted all to YYYY-MM-DD

    ⏳ Handling missing values...
    Rows with missing critical fields (Order ID, Amount): 8
    ✅ Removed 8 rows

    ⏳ Standardizing currency...
    Found: $1,234.56, 1234.56, USD 1,234.56
    ✅ Standardized to: 1234.56 (numeric)

    ⏳ Sorting by date...
    ✅ Sorted descending (newest first)

    📊 Final dataset:
    • 1,192 rows (clean)
    • 100% complete (no missing critical fields)
    • Consistent formatting

    Export to: [sales-data-clean.csv]
    ✅ Saved!

    Summary report:
    • Original: 1,247 rows
    • Removed: 55 rows (4.4%)
    • Final: 1,192 rows
    • Quality score: 98%

Research Workflows

Comparison Analysis

Scenario: Compare multiple options

Workflow:

You: "I'm choosing between React, Vue, and Svelte for my project.
     Help me compare:
     • Learning curve
     • Performance
     • Ecosystem size
     • Job market demand
     • Long-term viability

     My context:
     • Team: 2 developers (intermediate JS)
     • Project: Medium-sized web app
     • Timeline: 3 months
     • Needs: Fast development, good performance"

AI: Framework Comparison Analysis

    📊 Overview:

    React:
    • Learning curve: Medium ⭐⭐⭐
    • Performance: Good ⭐⭐⭐⭐
    • Ecosystem: Largest ⭐⭐⭐⭐⭐
    • Job market: Highest demand ⭐⭐⭐⭐⭐
    • Viability: Excellent ⭐⭐⭐⭐⭐

    Vue:
    • Learning curve: Easy ⭐⭐⭐⭐⭐
    • Performance: Excellent ⭐⭐⭐⭐⭐
    • Ecosystem: Good ⭐⭐⭐⭐
    • Job market: Growing ⭐⭐⭐
    • Viability: Strong ⭐⭐⭐⭐

    Svelte:
    • Learning curve: Easy ⭐⭐⭐⭐⭐
    • Performance: Excellent ⭐⭐⭐⭐⭐
    • Ecosystem: Smaller ⭐⭐⭐
    • Job market: Emerging ⭐⭐
    • Viability: Good ⭐⭐⭐⭐

    🎯 Recommendation for your project:

    **Vue.js** is the best fit because:

    1. Easiest learning curve → faster development
    2. Excellent performance for your needs
    3. 3-month timeline favors quick productivity
    4. 2 intermediate devs will be productive fast
    5. Mature ecosystem for medium-sized apps

    ⚠️ Considerations:
    • React: Better if team growth/hiring is priority
    • Svelte: Interesting but smaller community

    Next steps:
    • Try Vue tutorial (1-2 hours)
    • Build small prototype
    • Decide based on team comfort level

    Need more details on any aspect?

Backup Workflows

Intelligent Backup System

Automation: Smart Backup

Features:

• Incremental backups
• Verification
• Automatic scheduling
• Disaster recovery

Usage:

You: "Run smart backup"

AI: 🔒 Smart Backup System

    Last backup: 2 days ago

    Analyzing changes...
    • Documents: 23 new files, 5 modified
    • Projects: 156 new files, 89 modified
    • Photos: 47 new files

    Backup plan:
    1. Incremental backup (only changes)
    2. Verify backup integrity
    3. Update backup catalog
    4. Cleanup old incremental backups (>30 days)

    Destination: /Volumes/Backup/Astronox-Backups/
    Estimated size: 2.1 GB
    Estimated time: 3-5 minutes

    [Start Backup]

AI: ⏳ Backing up Documents...
    Progress: ████████░░ 80% (345/430 files)

    ✅ Documents complete (1.2 GB)
    ⏳ Backing up Projects...
    ✅ Projects complete (800 MB)
    ⏳ Backing up Photos...
    ✅ Photos complete (100 MB)

    ⏳ Verifying backup integrity...
    • Checking file counts... ✅
    • Comparing checksums... ✅
    • Testing random files... ✅

    ✅ Backup Complete!

    Summary:
    ──────────────────
    Files backed up: 430
    Size: 2.1 GB
    Duration: 4m 23s
    Verification: Passed
    Next backup: In 2 days

    Recovery point created:
    backup-20251220-143045

Tips for Workflow Success

✅ Save Successful Workflows

After completing: "Save this workflow as automation"

✅ Build Templates

Create generic version, fill in specifics each time

✅ Chain Workflows

"After backup completes, run cleanup automation"

✅ Use Plans for Visibility

Complex workflows → always request step-by-step plan

✅ Document Your Workflows

"Generate documentation for this workflow"
AI: [Creates markdown guide]

Next: Understand Limitations & Known Issues.