Business Workflow Automation with Claude Code + Obsidian for Non-Technical Users
Executive Summary
Can non-technical users automate business workflows using just Claude Code + Obsidian?
Answer: Yes, but with important caveats.
This guide shows how to leverage Claude Code’s built-in features (Skills, Hooks, MCP servers, slash commands) combined with Obsidian plugins to create powerful business automation—without writing code or using the SDK.
The Promise
“Claude Code is dissolving the boundary between technical and non-technical work, turning anyone who can describe a problem into someone who can build a solution.”
Real Examples from 2025:
- Lawyers built phone tree systems (no coding)
- Marketers generated hundreds of ad variations in seconds
- Data scientists created complex visualizations without JavaScript
- Recruiters automated entire interview analysis pipelines
- SaaS companies achieved 23% increase in SQL rates with Claude-driven automation
Source: How Anthropic Teams Use Claude Code
What You Get (No Coding Required)
Claude Code Built-In Features
- Skills - Markdown files that teach Claude how to do tasks
- Hooks - Automatic enforcement and quality gates
- MCP Servers - Pre-built connections to business tools
- Slash Commands - Reusable workflow templates
- Headless Mode - Scheduled automation without interaction
Obsidian Automation Capabilities
- Templater - Dynamic business templates
- Dataview - Turn notes into queryable database
- QuickAdd - Rapid task creation with shortcuts
- Auto Note Mover - Automatic categorization
- Integration Plugins - Connect to Jira, calendars, APIs
Combined Power:
- No programming knowledge required
- Configuration-based setup (markdown + JSON)
- Team-shareable workflows via Git
- Scalable from personal to team use
Part 1: Understanding the Components
1. Skills (Your Workflow Instructions)
What: Markdown files that teach Claude specific workflows
Location: .claude/skills/your-skill-name.md
How It Works:
- You describe the workflow in plain language
- Claude automatically uses the skill when relevant
- Skills can call other skills
- Shareable across team via Git
Simple Example:
---
name: Weekly Status Report
description: Generate weekly team status report from Obsidian notes
tags: [reporting, team, weekly]
---
# Weekly Status Report Skill
When asked to create a weekly status report:
1. Search Obsidian vault for notes tagged #completed from the past week
2. Group by project name
3. Summarize key achievements (3-5 bullet points per project)
4. Identify any blockers mentioned
5. List upcoming priorities
6. Format as email-ready report with sections:
- Executive Summary
- Project Updates
- Blockers & Risks
- Next Week Priorities
## Tone
Professional but conversational
## Output Location
Save to: /Reports/Weekly/YYYY-MM-DD-status-report.md That’s it! No code.
Source: Agent Skills Documentation
2. Hooks (Automatic Quality Gates)
What: Automatic enforcement when certain events occur
Location: .claude/hooks/your-hook-name.md
Use Cases:
- Validate data before saving
- Enforce business rules
- Trigger notifications
- Maintain standards
Example:
---
name: Customer Data Validation
description: Ensure customer records meet requirements before saving
trigger: before_write
path_pattern: "Customers/*.md"
---
# Customer Data Validation Hook
Before saving any file in /Customers/:
1. Check required fields exist:
- Company Name
- Contact Email
- Industry
- Status (Active/Inactive/Prospect)
2. Validate email format (contains @ and .)
3. Ensure Status is one of: Active, Inactive, Prospect
4. If Industry is "Healthcare", require "Compliance Notes" section
5. Flag for review if:
- Annual Revenue > $1M but no Account Manager assigned
- Last Contact Date > 90 days ago
## Actions
- If validation fails: Show warning, don't save
- If flagged for review: Add tag #needs-review and notify team Source: Understanding Claude Code Full Stack
3. MCP Servers (Connect to Your Tools)
What: Pre-built bridges to external services
Setup: Edit configuration file (JSON, no coding)
Popular MCP Servers:
- Gmail - Send/draft emails
- Slack - Post messages, get notifications
- Google Sheets - Read/write data
- Notion - Create/update pages
- GitHub - Manage issues, PRs
- Calendar - Schedule events
- Database - Query and update records
Configuration Example:
// .claude/mcp-servers.json
{
"mcpServers": {
"gmail": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-gmail"],
"env": {
"GMAIL_CREDENTIALS": "/path/to/credentials.json"
}
},
"slack": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-slack"],
"env": {
"SLACK_BOT_TOKEN": "xoxb-your-token"
}
},
"sheets": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-google-sheets"]
}
}
} No coding - just configuration!
Source: Claude Code MCP Documentation
4. Slash Commands (Quick Workflows)
What: Shortcuts for repeated workflows
Location: .claude/commands/command-name.md
Example:
<!-- .claude/commands/meeting-notes.md -->
# Meeting Notes Generator
Create meeting notes with the following structure:
## Meeting: [Insert Meeting Title]
**Date:** [Today's Date]
**Attendees:** [List participants]
### Agenda
- [Topic 1]
- [Topic 2]
### Discussion Points
[Key discussion summary]
### Action Items
- [ ] [Action 1] - @assignee - Due: [date]
- [ ] [Action 2] - @assignee - Due: [date]
### Next Steps
[What happens next]
---
Save to: /Meetings/YYYY/MM/DD-meeting-title.md
Add tags: #meeting #team Usage: Type /meeting-notes in Claude Code
Source: Common Workflows for Claude Code
5. Headless Mode (Scheduled Automation)
What: Run Claude Code workflows without manual interaction
Use Cases:
- Daily report generation
- Scheduled data processing
- Automated backups
- Trigger on external events (GitHub, webhooks)
Example:
# Generate daily summary at 9 AM (no interaction needed)
claude-code -p "Generate daily team summary from yesterday's Obsidian notes" --headless
# Can be scheduled via cron, GitHub Actions, or task scheduler Example GitHub Action:
# .github/workflows/daily-report.yml
name: Daily Report
on:
schedule:
- cron: '0 9 * * *' # 9 AM daily
jobs:
generate-report:
runs-on: ubuntu-latest
steps:
- name: Generate Report
run: claude-code -p "Create daily status report" --headless Source: Claude Code Automation Guide
Part 2: Obsidian Integration
Essential Plugins (No Coding)
1. Templater (Dynamic Templates)
What: Create smart templates that adapt to context
Use Cases:
- Customer records with auto-filled dates
- Project templates with linked tasks
- Meeting notes with calendar integration
- Dynamic reports
Example Template:
<!-- /Templates/customer-record.md -->
---
created: 2025-12-29
type: customer
status: prospect
tags: [customer, <% tp.file.cursor(1) %>]
---
# <% tp.file.cursor(2) %>
## Company Information
- **Industry:** <% tp.file.cursor(3) %>
- **Website:**
- **Size:**
- **Location:**
## Contact Information
- **Primary Contact:**
- **Email:**
- **Phone:**
## Engagement History
### First Contact: 2025-12-29
- **Source:**
- **Notes:**
## Next Steps
- [ ] Send welcome email
- [ ] Schedule discovery call
- [ ] Research company background
## Internal Notes
[Add internal notes here]
---
*Auto-generated on 2025-12-29 20:15* Source: Obsidian Productivity Plugins 2025
2. Dataview (Query Your Vault)
What: SQL-like queries for your notes
Use Cases:
- Live dashboards
- Filtered lists
- Business intelligence views
- Automated reports
Example Queries:
<!-- Active Customers Dashboard -->
## Active Customers by Industry
| File | Company | Industry | Revenue | Last Contact |
| ---- | ------- | -------- | ------- | ------------ |
## Overdue Follow-Ups
| File | company | Last Contact | Days Since Contact |
| ---- | ------- | ------------ | ------------------ |
## Pipeline by Stage
| stage | Deals |
| ----- | ----- |
Live, always-updated business intelligence!
3. QuickAdd (Rapid Data Entry)
What: Keyboard shortcuts for instant note creation
Example Macro:
// QuickAdd Macro: New Customer
// Trigger: Ctrl+Shift+C
{
"name": "New Customer",
"type": "Template",
"command": true,
"templatePath": "Templates/customer-record.md",
"folder": "Customers",
"incrementFileName": false,
"openFileInNewTab": false
} Result: Press Ctrl+Shift+C → instant customer record created
4. Auto Note Mover (Automatic Organization)
What: Rules-based file organization
Configuration:
# Auto Note Mover Rules
rules:
- tag: "#customer"
destination: "Customers/"
- tag: "#project"
destination: "Projects/"
- tag: "#meeting"
destination: "Meetings/{{date:YYYY}}/{{date:MM}}/"
- frontmatter: "type: invoice"
destination: "Finance/Invoices/{{date:YYYY}}/" No manual filing ever again!
5. Jira Integration (Project Management)
What: Bi-directional sync with Jira
Capabilities:
- Import Jira issues to markdown
- Create Jira issues from Obsidian
- Update issues via frontmatter changes
- Automatic status sync
Example:
---
jira-key: PROJ-123
jira-status: In Progress
jira-assignee: john@company.com
---
# [PROJ-123] Customer Portal Redesign
## Description
[Your notes here - synced to Jira]
## Tasks
- [x] Design mockups
- [ ] Frontend implementation
- [ ] Backend API
*Last synced: 2025-12-29 14:30* Source: Obsidian Plugin Updates 2025
Part 3: Real-World Business Workflows
Workflow 1: Customer Onboarding Automation
Scenario: New customer signs up, need to onboard them efficiently
Setup (No Coding):
Step 1: Create Skill
<!-- .claude/skills/customer-onboarding.md -->
---
name: Customer Onboarding
description: Automated customer onboarding workflow
tags: [customer-success, onboarding]
---
# Customer Onboarding Skill
When a new customer signs up:
1. Create customer record in Obsidian
- Use template: /Templates/customer-record.md
- File location: /Customers/[Company-Name].md
- Auto-fill: date, status=new, tags
2. Send welcome email via Gmail MCP
- Template: Welcome-Email.md
- Include: login credentials, getting started guide link
- CC: account manager
3. Create onboarding project in Jira
- Title: "Onboarding: [Company Name]"
- Tasks: Initial setup, training call, first check-in
- Assignee: Account Manager from customer record
4. Schedule check-in via Calendar MCP
- Event: "30-day check-in with [Company]"
- Date: 30 days from now
- Attendees: Customer contact + Account Manager
5. Add to CRM via API
- Status: Active
- Source: Self-service signup
- Next action: Training call
6. Update dashboard
- Increment "New Customers This Month" counter
- Add to "Recent Signups" list
7. Notify team in Slack
- Channel: #new-customers
- Message: "🎉 New customer: [Company] - [Industry]" Step 2: Create Hook (Data Validation)
<!-- .claude/hooks/validate-customer.md -->
---
name: Validate Customer Data
trigger: before_write
path_pattern: "Customers/*.md"
---
# Customer Data Validation
Required fields:
- Company Name
- Industry
- Contact Email (valid format)
- Account Manager
Auto-assign Account Manager if missing:
- Healthcare → Sarah
- Technology → Mike
- Finance → Jessica
- Default → Team Lead Step 3: Configure MCP Servers
// .claude/mcp-servers.json
{
"mcpServers": {
"gmail": { /* credentials */ },
"calendar": { /* credentials */ },
"slack": { /* credentials */ },
"jira": { /* credentials */ }
}
} Step 4: Create Slash Command
<!-- .claude/commands/onboard-customer.md -->
# Onboard New Customer
Company Name: [prompt]
Industry: [prompt]
Contact Email: [prompt]
Contact Name: [prompt]
Run customer-onboarding skill with above information. Usage:
- Type
/onboard-customerin Claude Code - Fill in prompts
- Everything happens automatically!
Time Savings: 2 hours → 5 minutes
Workflow 2: Weekly Team Reporting
Scenario: Generate comprehensive weekly team report
Setup:
<!-- .claude/skills/weekly-report.md -->
---
name: Weekly Team Report
description: Compile team activities into executive summary
tags: [reporting, management]
---
# Weekly Team Report Skill
Generate weekly report for [date range]:
## Data Collection
1. Query Obsidian with Dataview:
- Completed tasks (tag: #completed)
- Active projects (tag: #project, status: active)
- Blockers mentioned (tag: #blocker)
- Customer interactions (folder: /Customers/, updated this week)
2. Pull from Jira via MCP:
- Closed issues this week
- In-progress issues
- Burndown metrics
3. Check Slack via MCP:
- Team announcements
- Important threads
## Report Sections
1. **Executive Summary**
- Key achievements (top 3)
- Metrics summary
- Notable customer wins
2. **Project Updates**
For each active project:
- Status (on track/at risk/blocked)
- Progress this week
- Next milestone
3. **Team Metrics**
- Tasks completed: [count]
- Customer interactions: [count]
- Issues resolved: [count]
4. **Blockers & Risks**
- List with severity (high/medium/low)
- Owner for each
- Mitigation plan
5. **Next Week Priorities**
- Top 5 focus areas
- Resource allocation notes
## Formatting
- Professional tone
- Bullet points for readability
- Include week number and date range
- Add key metrics as visual callouts
## Distribution
1. Save to: /Reports/Weekly/YYYY-WW-report.md
2. Send via Gmail to: executives@company.com
3. Post summary to Slack: #weekly-updates
4. Archive PDF copy to Google Drive Automation:
# Cron job: Every Friday at 4 PM
0 16 * * 5 claude-code -p "Generate weekly team report for this week" --headless Manual Alternative:
Type: /weekly-report
Time Savings: 3 hours → 10 minutes (automatic)
Workflow 3: Customer Support Triage
Scenario: Incoming support requests need categorization and routing
Setup:
<!-- .claude/skills/support-triage.md -->
---
name: Support Triage
description: Categorize and route customer support requests
tags: [support, customer-service]
---
# Support Triage Skill
When support email/message arrives:
## Step 1: Create Support Ticket
- Extract key information:
- Customer name/email
- Issue description
- Urgency indicators (urgent, asap, down, broken)
- Product area mentioned
- Create note in /Support/Tickets/
- Filename: YYYY-MM-DD-[customer]-[short-description].md
- Use template: support-ticket.md
- Tags: #support, #[category], #[priority]
## Step 2: Categorize
Determine category:
- **Technical** - mentions: error, bug, crash, not working, broken
- **Billing** - mentions: invoice, payment, charge, refund
- **Feature Request** - mentions: add, improve, suggestion, would be nice
- **Training** - mentions: how to, help with, don't understand
- **Account** - mentions: login, password, access, permissions
Determine priority:
- **P0 Critical** - service down, data loss, security issue
- **P1 High** - blocking work, affects multiple users
- **P2 Medium** - workaround available, single user
- **P3 Low** - feature request, minor issue
## Step 3: Route to Team Member
Assignment rules:
- P0 Critical → Escalate to @on-call engineer immediately
- Technical + P1 → @senior-support
- Billing → @finance-team
- Feature Request → @product-manager
- Training → @customer-success
## Step 4: Auto-Response
Send acknowledgment via Gmail:
- Template: support-ack-[priority].md
- Include: ticket number, expected response time, escalation path
- CC: assigned team member
## Step 5: Create Tracking
- Add to Jira board
- Update customer record in /Customers/ with link to ticket
- If P0/P1: Post alert in Slack #support-urgent
- If customer has >3 open tickets: Flag for account review
## Step 6: Set Follow-Up
Based on priority:
- P0: Check-in in 1 hour
- P1: Check-in in 4 hours
- P2: Check-in in 1 day
- P3: Check-in in 3 days MCP Integration:
{
"mcpServers": {
"gmail": {
"watch_labels": ["INBOX/Support"],
"trigger": "new_email",
"action": "run_skill:support-triage"
}
}
} Result: New support email → Automatically triaged and routed
Time Savings: 15 min per ticket → 30 seconds
Workflow 4: Sales Pipeline Management
Scenario: Track and manage sales opportunities
Setup:
<!-- .claude/skills/pipeline-update.md -->
---
name: Sales Pipeline Update
description: Update deal stages and forecast
tags: [sales, pipeline, crm]
---
# Sales Pipeline Update Skill
## Daily Pipeline Check
1. **Review All Opportunities**
- Query Obsidian folder: /Opportunities/
- Filter: status != closed
- Check last-update date
2. **Flag Stale Deals**
If last-update > 7 days:
- Add tag: #needs-attention
- Calculate: days since last contact
- Notify: assigned sales rep via Slack
3. **Update Forecast**
For each deal:
- Probability by stage:
- Prospecting: 10%
- Qualified: 25%
- Demo Complete: 50%
- Proposal Sent: 70%
- Negotiating: 85%
- Weighted value = deal_value × probability
- Sum for total forecast
4. **Generate Dashboard**
Create: /Dashboards/pipeline-daily.md
Sections:
- **Forecast Summary**
- Total pipeline value
- Weighted forecast
- Expected close this month/quarter
- **Deals by Stage**
- Count and value per stage
- Stage conversion rates
- **At-Risk Deals**
- Stale deals (>7 days)
- Large deals with no activity
- Deals stuck in stage >30 days
- **Action Items**
- Follow-ups needed today
- Proposals to send
- Contracts to close
5. **Update Google Sheets** (via MCP)
- Sheet: Sales Forecast
- Update: daily snapshot
- Charts: auto-refresh
6. **Send Summary**
- To: sales-team@company.com
- Format: digestible bullet points
- Highlight: biggest movers
## Weekly Deep Dive
(Every Friday)
1. Calculate metrics:
- Win rate by source
- Average deal cycle
- Bottleneck stages
- Rep performance
2. Identify trends:
- Growing/declining segments
- Seasonal patterns
- Pricing analysis
3. Generate recommendations:
- Focus areas for next week
- Deals needing attention
- Process improvements
4. Executive report:
- Save: /Reports/Sales/weekly-pipeline.md
- Email: leadership team
- Include: charts from Sheets Dataview Dashboard:
## Live Pipeline Dashboard
### Deals by Stage
| stage | Value | Company | Last Update | Days in Stage |
| ----- | ----- | ------- | ----------- | ------------- |
### This Month's Forecast
| true | Weighted Forecast |
| ---- | ----------------- |
### Needs Attention
| File | company | stage | Days Stale | Owner |
| ---- | ------- | ----- | ---------- | ----- |
Automation:
# Daily at 8 AM
0 8 * * * claude-code -p "Run sales pipeline update" --headless
# Weekly on Friday at 3 PM
0 15 * * 5 claude-code -p "Run weekly sales deep dive" --headless Part 4: When It Works (And When It Doesn’t)
✅ Sweet Spot: Best Use Cases
Ideal Characteristics:
- Low to Medium Volume (< 100 transactions/day)
- Flexible Processes (requirements change frequently)
- Knowledge Work (human judgment adds value)
- Tolerable Errors (occasional mistakes acceptable)
- Team/Personal Scale (not enterprise-critical)
Perfect Examples:
| Use Case | Why It Works |
|---|---|
| Weekly Reporting | Low frequency, format may evolve, human review expected |
| Meeting Notes | Personal/team tool, flexible structure, not mission-critical |
| Research Compilation | Creative work, human curation valued, exploration encouraged |
| Customer Follow-Ups | Personalization important, context-aware, human touch valued |
| Project Documentation | Living documents, collaborative, iterative |
| Knowledge Management | Personal/team knowledge base, organic growth, flexible taxonomy |
| Content Drafting | Creative process, human editing expected, rapid iteration |
| Data Analysis | Ad-hoc queries, exploratory, insights over precision |
❌ Poor Fit: When to Use Dedicated Tools
Warning Signs:
- High Volume + Repeatability (> 100/day, identical steps)
- Zero Error Tolerance (financial, medical, legal compliance)
- Strict SLAs (response time guarantees)
- Mission-Critical (business stops if it fails)
- Real-Time Operations (sub-second response needed)
Use Specialized Tools Instead:
| Use Case | Why Claude Code Struggles | Better Alternative |
|---|---|---|
| E-commerce Order Processing | High volume, needs 100% reliability | Shopify, custom system |
| Customer Support (SLA) | Real-time, strict response times | Zendesk, Intercom |
| Payment Processing | Zero error tolerance, compliance | Stripe, dedicated gateway |
| HR Payroll | Legal requirements, precision critical | Gusto, ADP |
| Medical Records | HIPAA compliance, audit trails | Epic, specialized EMR |
| Production Monitoring | Real-time, always-on, critical alerts | Datadog, PagerDuty |
| Inventory Management | High transaction volume, real-time sync | NetSuite, TradeGecko |
🔄 Hybrid Approach (Recommended)
Strategy: Use Claude Code to prototype, then graduate to specialized tools
Example Progression:
Phase 1: Manual Process (Week 1)
- Customer onboarding takes 2 hours
- Lots of copy-paste, email templates
- Inconsistent quality
Phase 2: Claude Code + Obsidian (Week 2-8)
- Create skill + templates
- Reduces time to 20 minutes
- Standardized process
- Gather data on edge cases
Phase 3: Optimize (Month 2-3)
- Refine workflow based on learnings
- Add hooks for validation
- Integrate more tools via MCP
- Time down to 10 minutes
Phase 4: Graduate (Month 4+)
IF volume increases OR becomes critical:
- Migrate to dedicated platform (Zapier, n8n, custom)
- Use Claude Code insights to configure properly
- Keep Claude Code for edge cases
IF stays low-volume:
- Keep using Claude Code
- Maintain as team process
- Document and share
Part 5: Setup Guide for Non-Technical Users
Prerequisites
Required:
- Claude Code (free or Pro subscription)
- Obsidian (free)
- Basic computer skills (can create files, edit text)
Helpful but Optional:
4. Git/GitHub (for sharing skills with team)
5. Node.js (for MCP servers - one-time install)
Step-by-Step Setup (30 Minutes)
Step 1: Install Obsidian Plugins (5 min)
- Open Obsidian
- Go to Settings → Community Plugins → Browse
- Install:
- Templater
- Dataview
- QuickAdd
- Auto Note Mover
- Enable each plugin in Settings → Community Plugins
Step 2: Create Folder Structure (5 min)
In your Obsidian vault, create:
MyVault/
├── Customers/
├── Projects/
├── Meetings/
│ └── 2025/
├── Support/
│ └── Tickets/
├── Opportunities/
├── Reports/
│ ├── Weekly/
│ └── Monthly/
├── Templates/
└── Dashboards/
Step 3: Create First Template (5 min)
Create file: Templates/customer-record.md
---
created: {{date:YYYY-MM-DD}}
type: customer
status: prospect
tags: [customer]
---
# {{title}}
## Company Information
- **Industry:**
- **Website:**
- **Size:**
## Contact Information
- **Primary Contact:**
- **Email:**
- **Phone:**
## Notes
## Next Steps
- [ ] Step 4: Configure Templater (3 min)
- Settings → Templater
- Template folder location:
Templates - Enable “Trigger Templater on new file creation”
Step 5: Create First Skill (7 min)
In your Claude Code workspace, create:
.claude/skills/customer-notes.md
---
name: Customer Notes
description: Create or update customer records
tags: [customer, crm]
---
# Customer Notes Skill
When asked to create or update customer information:
1. If creating new customer:
- Use Obsidian template: Templates/customer-record.md
- Save to: Customers/[Company-Name].md
- Fill in all known information
- Add tag based on industry
2. If updating existing customer:
- Find customer note in Customers/ folder
- Update relevant sections
- Add dated note in ## Notes section
- Update ## Next Steps
3. Always include:
- Date of creation/update
- Source of information
- Next action required
## Tone
Professional, concise, factual Step 6: Test Your Setup (5 min)
In Claude Code, ask:
"Create a new customer record for Acme Corp,
they're in the technology industry,
contact is John Smith at john@acme.com"
Claude should:
- Use your skill
- Create file with template
- Fill in the information
- Save to Customers/ folder
If it works: 🎉 You’re set up!
Adding MCP Servers (Optional, 15 min)
Gmail MCP Setup
-
Get Gmail API credentials
- Go to: https://console.cloud.google.com
- Create project → Enable Gmail API
- Download credentials.json
-
Install MCP server
npm install -g @modelcontextprotocol/server-gmail -
Configure in Claude Code
Create/edit:
.claude/mcp-servers.json{ "mcpServers": { "gmail": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-gmail"], "env": { "GMAIL_CREDENTIALS": "/path/to/credentials.json" } } } } -
Test
"Draft an email to john@acme.com thanking them for the meeting"
Slack MCP Setup
-
Create Slack App
- Go to: https://api.slack.com/apps
- Create app → Get Bot Token
-
Install & Configure
npm install -g @modelcontextprotocol/server-slack{ "mcpServers": { "slack": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-slack"], "env": { "SLACK_BOT_TOKEN": "xoxb-your-token-here" } } } }
More MCP Servers:
- Browse: https://github.com/modelcontextprotocol/servers
- Community: https://mcp.directory/
Part 6: Best Practices
1. Start Small, Iterate
Week 1:
- Pick ONE workflow
- Create basic skill
- Test with real data
- Note pain points
Week 2:
- Refine based on learnings
- Add validation hook
- Create templates
- Share with one colleague
Week 3-4:
- Add automation (slash commands)
- Integrate one MCP server
- Document edge cases
- Expand to team
Month 2+:
- Optimize performance
- Add more workflows
- Build dashboard
- Measure ROI
2. Human-in-the-Loop
Always Include:
- Review checkpoints for critical decisions
- Approval gates for external communications
- Validation for data quality
- Override options for edge cases
Example:
<!-- In your skill -->
## Final Step: Human Review
Before sending to customer:
1. Show draft for approval
2. Highlight any assumptions made
3. Flag any missing information
4. Wait for "approve" or modifications 3. Version Control Your Skills
Use Git:
# Initialize in your Claude Code workspace
git init
# Add Claude configuration
git add .claude/
# Commit
git commit -m "Add customer onboarding skill"
# Share with team (optional)
git remote add origin https://github.com/your-org/claude-skills
git push Benefits:
- Team can use same skills
- Track what works/what doesn’t
- Rollback if something breaks
- Document evolution
4. Monitor and Measure
Track Metrics:
Create dashboard: /Dashboards/automation-metrics.md
## Automation Metrics
### Time Savings
- **Customer Onboarding**
- Before: 2 hours
- After: 10 minutes
- Savings: 1h 50min per customer
- Volume: ~8/month
- **Total Monthly Savings: 14.6 hours**
### Quality Improvements
- **Report Consistency**: 95% (up from 60%)
- **Data Validation Errors**: -80%
- **Follow-up Completion**: 100% (up from 65%)
### Usage Stats
- Skills invoked this month: 142
- Most used: customer-notes (48)
- Automation success rate: 94%
- Manual interventions needed: 8
### ROI
- Time saved: 58 hours/month
- Cost: $20/month (Claude Pro)
- **ROI: 2,900%** 5. Handle Edge Cases Gracefully
Build in Fallbacks:
<!-- In your skill -->
## Error Handling
If customer record not found:
1. Search for similar names
2. Show top 3 matches
3. Ask user to confirm or create new
If required field missing:
1. Note what's missing
2. Proceed with partial information
3. Add to-do: "Complete [field] information"
4. Don't block the workflow
If external service (MCP) fails:
1. Log the error
2. Save draft locally
3. Add manual to-do
4. Notify user
5. Provide manual alternative 6. Document Your Workflows
Create README:
.claude/README.md
# Our Claude Code Automation
## Skills
### customer-notes
Creates and updates customer records
**Usage:** "Update Acme Corp with latest meeting notes"
### weekly-report
Generates team status reports
**Usage:** `/weekly-report` or "Create this week's status report"
### support-triage
Categorizes and routes support tickets
**Automatic:** Triggers on new support emails
## MCP Servers Connected
- Gmail (send/draft emails)
- Slack (post to #team-updates)
- Google Sheets (sales dashboard)
## Team Conventions
- Customer files: `/Customers/[Company-Name].md`
- Always tag industry: #technology, #healthcare, etc.
- Update customer record after every interaction
- Run weekly report every Friday by 4 PM
## Troubleshooting
[Common issues and solutions] Part 7: Advanced Patterns
Pattern 1: Multi-Step Workflows with Checkpoints
<!-- .claude/skills/deal-closure.md -->
---
name: Deal Closure Workflow
description: Multi-step workflow for closing sales deals
tags: [sales, workflow]
---
# Deal Closure Workflow
This is a multi-step workflow with human checkpoints.
## Step 1: Prepare Contract
1. Find deal in /Opportunities/
2. Extract: value, terms, contacts
3. Generate contract from template
4. Save to /Contracts/Draft/
**CHECKPOINT:** Human reviews contract
- Command: "approve contract" or "revise contract"
- If approve → proceed to Step 2
- If revise → wait for edits, then re-generate
## Step 2: Send for Signature
1. Upload to DocuSign via MCP
2. Add signers from deal record
3. Set signing order
4. Send with message template
**CHECKPOINT:** Wait for signatures
- Monitor DocuSign status via MCP
- Alert when partially signed
- Alert when fully signed
- If 7 days no action → send reminder
## Step 3: Process Closed Deal
ONLY when fully signed:
1. Update deal status → closed-won
2. Create customer record in /Customers/
3. Generate invoice via MCP (accounting system)
4. Add to revenue tracking (Google Sheets)
5. Notify team in Slack #wins
6. Create onboarding project
7. Assign account manager
**CHECKPOINT:** Verify customer setup
- Check all systems updated
- Confirm onboarding scheduled
- Human confirms everything ready
## Step 4: Handoff to Customer Success
1. Package all deal info
2. Create handoff document
3. Schedule intro call
4. Transfer to CS team
5. Close sales workflow
## Tracking
Throughout:
- Log each step completion in deal note
- Update timestamps
- Flag any blockers
- Maintain audit trail Pattern 2: Conditional Logic and Branching
<!-- .claude/skills/smart-routing.md -->
---
name: Smart Routing
description: Route requests based on complex conditions
tags: [automation, routing]
---
# Smart Routing Skill
## Decision Tree
### Level 1: Customer Type
IF customer.segment == "Enterprise":
→ Use enterprise-support skill
→ SLA: 2 hours
→ Route to: senior-support
ELSE IF customer.segment == "SMB":
→ Use standard-support skill
→ SLA: 8 hours
→ Route to: support-team
ELSE IF customer.segment == "Trial":
→ Use trial-support skill
→ SLA: 24 hours
→ Route to: sales-team
### Level 2: Issue Severity
IF keywords: ["down", "outage", "critical", "urgent"]:
→ Escalate priority to P0
→ Immediately notify: on-call engineer
→ Create incident in /Incidents/
→ Start incident response workflow
ELSE IF keywords: ["bug", "error", "broken", "not working"]:
→ Priority: P1
→ Create detailed bug report
→ Assign to: engineering queue
ELSE IF keywords: ["how to", "help", "question"]:
→ Priority: P2
→ Check knowledge base for answer
→ If found: Send article, mark resolved
→ If not found: Route to support team
### Level 3: Historical Context
IF customer.tickets.open_count > 3:
→ Flag: needs-escalation
→ Notify: account manager
→ Add note: "Multiple open issues, consider proactive call"
IF customer.days_since_last_contact > 60:
→ Flag: at-risk
→ Trigger: retention workflow
→ Schedule: check-in call
IF customer.lifetime_value > $50000:
→ Add: VIP tag
→ Route to: senior support (regardless of issue)
→ Expedite: all actions
## Final Routing
Based on all factors above, create ticket with:
- Calculated priority
- Assigned team/person
- SLA deadline
- Recommended actions
- Context summary Pattern 3: Learning from Outcomes
<!-- .claude/skills/outcome-tracker.md -->
---
name: Outcome Tracker
description: Track automation outcomes to improve over time
tags: [learning, optimization]
---
# Outcome Tracker Skill
After each automated workflow completes:
## 1. Record Outcome
In /Automation-Log/YYYY-MM-DD.md:
```yaml
timestamp: [datetime]
workflow: [skill name]
input: [what triggered it]
actions_taken: [list of steps]
outcome: success | partial | failed
human_intervention: yes | no
time_saved: [minutes]
errors: [any errors encountered] 2. Analyze Patterns
Weekly review:
- Success rate by workflow
- Common failure points
- Most time-saving workflows
- Workflows needing improvement
3. Suggest Improvements
IF workflow.success_rate < 80%:
→ Flag for review
→ Analyze failed cases
→ Suggest skill modifications
IF workflow.human_intervention_rate > 30%:
→ Identify manual steps
→ Suggest automation opportunities
→ Propose new hooks
4. Auto-Optimization
For high-volume workflows:
- Track which variations work best
- A/B test different approaches
- Gradually refine prompts
- Update templates based on data
5. Report Insights
Monthly automation report:
- Total time saved
- Top performing workflows
- Areas for improvement
- Suggested new automations
- ROI calculations
Part 8: Troubleshooting
Common Issues and Solutions
Issue 1: “Claude isn’t using my skill”
Causes:
- Skill description doesn’t match your request
- Skill file not in
.claude/skills/folder - Syntax error in skill markdown
Solutions:
# Make description more specific
---
description: Create customer records when asked about new customers,
clients, or companies. Use when user says "new customer",
"add customer", "create company record"
---
# Add trigger phrases explicitly
When asked to:
- "Add a customer"
- "Create customer record"
- "New company"
[Then do this...] Issue 2: “Workflow stops midway”
Causes:
- Complex multi-step process loses context
- LLM hits reasoning limits
- Missing dependencies
Solutions:
# Break into smaller skills
Instead of one big skill with 15 steps,
create 3 skills with 5 steps each
# Add explicit state tracking
## Current Step: [number]
## Completed:
- [x] Step 1
- [x] Step 2
- [ ] Step 3
## Next: Continue with Step 3 Issue 3: “Inconsistent results”
Causes:
- Vague instructions
- Too much flexibility
- Different interpretations
Solutions:
# Be more prescriptive
# Vague:
"Create a nice report"
# Specific:
"Create report with exactly these sections:
1. Executive Summary (3-5 sentences)
2. Key Metrics (bullet list, exactly 5 items)
3. Details (one paragraph per project)
4. Next Steps (numbered list)
Format: Markdown
Tone: Professional
Length: 1-2 pages maximum" Issue 4: “MCP server not connecting”
Diagnostic Steps:
# Test MCP server independently
npx -y @modelcontextprotocol/server-gmail --test
# Check credentials
echo $GMAIL_CREDENTIALS
# Verify path in config
cat .claude/mcp-servers.json
# Check Claude Code logs
# (location varies by OS) Issue 5: “Too expensive / Using too many tokens”
Optimization:
# Reduce context size
# Instead of:
"Read all files in /Customers/ and analyze them"
# Do:
"Query Dataview for customer summary,
then analyze only the top 5 by revenue"
# Cache reusable data
Store frequently accessed info in a
/Cache/ folder and reference it instead
of querying every time
# Use smaller models for simple tasks
For basic routing/triage, consider
using Claude Haiku via API instead of
full Claude Code automation Part 9: Real User Success Stories
Case Study 1: Marketing Agency (3-person team)
Before:
- Manual client reporting: 4 hours/week
- Inconsistent report quality
- Missed follow-ups
After (Claude Code + Obsidian):
Automation:
- Client data in Obsidian
- Weekly reports auto-generated from project notes
- Dataview dashboards for real-time status
- Auto-scheduled follow-ups
Setup:
- 2 skills (client-report, follow-up-scheduler)
- 3 templates
- 1 Dataview dashboard
- Gmail MCP for sending
Results:
- Reporting time: 4 hours → 30 minutes (87% reduction)
- Report quality: Consistent, professional
- Follow-up completion: 100% (up from 60%)
- Client satisfaction: +25%
- Monthly time saved: 14 hours
- ROI: First month Case Study 2: SaaS Startup (Customer Success Team)
Before:
- Manual customer health scoring
- Reactive support (customers reached out first)
- Lost customers due to lack of proactive engagement
After:
Automation:
- Customer interaction logging in Obsidian
- Daily health score calculation (Dataview queries)
- Automated at-risk alerts
- Proactive outreach workflows
Setup:
- 4 skills (health-score, at-risk-alert, outreach, check-in)
- Customer record template with health metrics
- Slack MCP for team alerts
- Calendar MCP for scheduling
Results:
- At-risk customers identified: 7 days earlier (avg)
- Churn reduced: 32%
- Customer lifetime value: +18%
- CS team capacity: Handle 40% more customers
- Proactive vs reactive ratio: 70/30 (from 20/80) Case Study 3: Freelance Consultant
Before:
- Juggling multiple clients manually
- Missing deadlines
- Inconsistent communication
- Poor time tracking
After:
Automation:
- Project tracking in Obsidian
- Automated time tracking from notes
- Client status updates generated weekly
- Invoice generation from time logs
Setup:
- 5 skills (time-track, client-update, invoice-gen,
project-status, deadline-reminder)
- Templater for projects and clients
- Dataview for dashboards
- QuickAdd for rapid time entry
Results:
- Administrative time: 10 hours/week → 2 hours (80% reduction)
- Billable hours increased: 8 hours/week
- Additional monthly revenue: $4,800
- Missed deadlines: 0 (from 2-3/month)
- Client satisfaction: "Much more professional"
- Setup cost: $0 (used free tools)
- ROI: Immediate Part 10: Next Steps
Your First Week
Day 1: Setup
- Install Obsidian plugins
- Create folder structure
- Make one template
Day 2: First Skill
- Identify one painful workflow
- Write basic skill (start simple)
- Test it
Day 3: Refine
- Fix issues from testing
- Add validation
- Create related template
Day 4: Automate
- Create slash command
- Test with real work
- Document what works
Day 5: Share
- Show teammate
- Get feedback
- Plan next automation
Month 1 Goals
Week 1:
- 1 working skill
- 1 template
- Basic Obsidian setup
Week 2:
- Add 1 MCP server
- Create first dashboard
- 2-3 total skills
Week 3:
- Hooks for validation
- Team sharing (Git)
- Metrics tracking
Week 4:
- Measure ROI
- Identify next workflows
- Optimize existing
Learning Resources
Official Documentation:
Community Resources:
Guides:
- Claude Code Without the Code
- How to Build AI Workflows (Non-Technical)
- Understanding Claude Code Full Stack
Video Tutorials:
- Search YouTube: “Claude Code for beginners”
- Obsidian basics tutorials
- MCP setup walkthroughs
Conclusion
Yes, non-technical users CAN automate business workflows with Claude Code + Obsidian, without writing code.
The Key: Start Small
- Pick one painful workflow
- Create basic skill
- Test and refine
- Expand gradually
The Sweet Spot:
- Personal/team productivity
- Knowledge work
- Flexible processes
- Low-to-medium volume
When to Graduate:
- Process becomes mission-critical
- Volume demands 100% reliability
- Compliance requirements appear
- Multiple teams depend on it
Remember:
“At Anthropic, lawyers built phone tree systems, marketers generated hundreds of ad variations, and data scientists created visualizations—all without coding.”
You can too.
Quick Start Checklist
In 30 Minutes:
- Install Obsidian + 4 plugins
- Create folder structure
- Make one template
- Write first skill
- Test with real task
- 🎉 Celebrate automation!
This Week:
- Use automation daily
- Track time savings
- Refine based on use
- Share with one colleague
This Month:
- Add MCP server
- Create dashboard
- 3-5 working skills
- Measure ROI
Start now. The time you save begins today.
Related Concepts
- agentic-ai-comprehensive-overview
- task-decomposition-patterns
- multi-agent-systems-business-guide
- model-context-protocol
- autogen
- crewai
Sources
Claude Code
- Claude Code Skills Documentation
- Understanding Claude Code Full Stack
- Claude Code Customization Guide
- Claude Code Best Practices
- How Anthropic Teams Use Claude Code
Automation Guides
- Claude Code Without the Code
- How to Build AI Workflows (Non-Technical)
- Claude Code Workflow Automation
- Common Workflows for Claude Code
- Advanced Claude Code Workflows
MCP & Integration
- Claude Code MCP Documentation
- Model Context Protocol Guide
- Claude Code MCP Integration Deep Dive
- What is Model Context Protocol
Obsidian
- Obsidian Productivity Plugins 2025
- Top 12 Obsidian Plugins for Data Science
- Obsidian Tasks Plugin Guide
- Obsidian Plugin Updates
Community
Last Updated: 2025-12-29