/ docs / README.md
README.md
  1  ---
  2  title: 'Documentation Hub'
  3  last_verified: '2026-02-15'
  4  tags: ['navigation', 'index', 'documentation']
  5  status: 'current'
  6  ---
  7  
  8  # 333 Method Documentation
  9  
 10  Welcome to the 333 Method automation pipeline documentation. This documentation is organized into 9 categories for easy navigation.
 11  
 12  ## 📚 Documentation Structure
 13  
 14  ### [01 - Getting Started](01-getting-started/)
 15  
 16  Quick start guides, environment setup, and essential commands.
 17  
 18  - [Setup Guide](01-getting-started/setup.md) - Environment configuration and quality tools
 19  - [Commands Reference](01-getting-started/commands-reference.md) - Complete npm scripts and CLI commands
 20  
 21  ### [02 - Architecture](02-architecture/)
 22  
 23  System architecture, design patterns, and technical implementation.
 24  
 25  - [Architecture Overview](02-architecture/architecture.md) - Core system design and patterns
 26  - [Functional Specification](02-architecture/functional-spec.md) - Original design document
 27  - [Bot Detection](02-architecture/bot-detection.md) - Stealth browser and anti-detection
 28  
 29  ### [03 - Pipeline](03-pipeline/)
 30  
 31  9-stage pipeline documentation: Keywords → SERPs → Assets → Scoring → Rescoring → Enrich → Proposals → Outreach → Replies.
 32  
 33  - [Scoring System](03-pipeline/scoring-system.md) - AI vision scoring and grading
 34  - [Capacity Analysis](03-pipeline/capacity-analysis.md) - Pipeline throughput and performance
 35  - [Outreach Strategy](03-pipeline/outreach-strategy.md) - Multi-channel outreach approach
 36  - [Deduplication](03-pipeline/deduplication.md) - Contact deduplication strategy
 37  - [HTML-Only Analysis](03-pipeline/html-only-analysis.md) - HTML-based scoring approach
 38  
 39  ### [04 - Proposals](04-proposals/)
 40  
 41  Proposal generation, templates, and approval workflow.
 42  
 43  - [Template System](04-proposals/template-system.md) - Spintax templates and generation
 44  - [Workflow](04-proposals/workflow.md) - QA approval workflow with Google Sheets
 45  - [Compliance Review](04-proposals/compliance-review.md) - Legal and compliance checks
 46  - [Country Templates](04-proposals/country-templates.md) - Country-specific templates
 47  
 48  ### [05 - Outreach](05-outreach/)
 49  
 50  Multi-channel outreach: email, SMS, forms, X, LinkedIn.
 51  
 52  - [Email Best Practices](05-outreach/email-best-practices.md) - CAN-SPAM compliance
 53  - [SMS Best Practices](05-outreach/sms-best-practices.md) - TCPA compliance
 54  - [Browser Profiles](05-outreach/browser-profiles.md) - Persistent profiles for social media
 55  - [Resend Testing](05-outreach/testing/resend-integration.md) - Email integration tests
 56  - [Twilio Testing](05-outreach/testing/twilio-integration.md) - SMS integration tests
 57  
 58  ### [06 - Automation](06-automation/)
 59  
 60  Automated scheduling, agent systems, and deployment.
 61  
 62  - [Cron System](06-automation/cron-system.md) - **⭐ Merged cron documentation** (replaces 4 docs)
 63  - [Agent System](06-automation/agent-system.md) - Multi-agent development system
 64  - [NixOS Cron](06-automation/nixos-cron.md) - NixOS cron configuration
 65  - [NixOS Service](06-automation/nixos-service.md) - Systemd service setup
 66  
 67  ### [07 - Integrations](07-integrations/)
 68  
 69  External services, APIs, and monitoring dashboards.
 70  
 71  - [LLM Integration](07-integrations/llm-integration.md) - LLM API patterns
 72  - [Circuit Breaker](07-integrations/circuit-breaker.md) - API resilience patterns
 73  - [Dashboard](07-integrations/dashboard.md) - Streamlit analytics dashboard
 74  - [Dashboard Performance](07-integrations/dashboard-performance.md) - Performance optimization
 75  - [Inbound Processing](07-integrations/inbound-processing.md) - Enhanced reply handling
 76  
 77  ### [08 - Operations](08-operations/)
 78  
 79  System operations, maintenance, security, and monitoring.
 80  
 81  - [Maintenance](08-operations/maintenance.md) - System maintenance procedures
 82  - [Maintenance Automation](08-operations/maintenance-automation.md) - Automated tasks
 83  - [Logging](08-operations/logging.md) - Log management and rotation
 84  - [Security](08-operations/security.md) - Security audits and best practices
 85  - [Workflows](08-operations/workflows.md) - Common operational workflows
 86  
 87  ### [09 - Business](09-business/)
 88  
 89  Business strategy, pricing, market expansion, and financials.
 90  
 91  - [Pricing Strategy](09-business/pricing-strategy.md) - Pricing optimization
 92  - [Cultural Pricing](09-business/cultural-pricing.md) - Localization and cultural factors
 93  - [Profit Estimates](09-business/profit-estimates.md) - Financial projections
 94  - [Market Expansion](09-business/market-expansion.md) - Multi-country strategy
 95  - [TAM Expansion](09-business/tam-expansion.md) - Total addressable market
 96  
 97  ### [90 - Archive](90-archive/)
 98  
 99  Deprecated and merged documentation, kept for historical reference.
100  
101  - [Archive Index](90-archive/README.md) - See what was merged and why
102  
103  ## 🔍 Quick Find
104  
105  ### By Topic
106  
107  **Setup & Configuration**
108  
109  - [Environment Setup](01-getting-started/setup.md)
110  - [Commands Reference](01-getting-started/commands-reference.md)
111  - [Architecture Overview](02-architecture/architecture.md)
112  
113  **Pipeline Operations**
114  
115  - [Scoring System](03-pipeline/scoring-system.md)
116  - [Outreach Strategy](03-pipeline/outreach-strategy.md)
117  - [Proposal Templates](04-proposals/template-system.md)
118  
119  **Automation & Scheduling**
120  
121  - [Cron System](06-automation/cron-system.md) - Complete cron documentation
122  - [Agent System](06-automation/agent-system.md)
123  - [Maintenance Tasks](08-operations/maintenance.md)
124  
125  **Compliance & Best Practices**
126  
127  - [Email Compliance](05-outreach/email-best-practices.md)
128  - [SMS Compliance](05-outreach/sms-best-practices.md)
129  - [Security Best Practices](08-operations/security.md)
130  
131  **Business & Strategy**
132  
133  - [Pricing Strategy](09-business/pricing-strategy.md)
134  - [Market Expansion](09-business/market-expansion.md)
135  - [Profit Estimates](09-business/profit-estimates.md)
136  
137  ### By Role
138  
139  **Developer**
140  
141  - [Getting Started](01-getting-started/) - Setup and commands
142  - [Architecture](02-architecture/) - System design
143  - [Operations](08-operations/) - Maintenance and logging
144  
145  **Product Manager**
146  
147  - [Pipeline](03-pipeline/) - Pipeline stages and strategy
148  - [Proposals](04-proposals/) - Template system
149  - [Business](09-business/) - Pricing and market strategy
150  
151  **DevOps**
152  
153  - [Automation](06-automation/) - Cron and agents
154  - [Integrations](07-integrations/) - External services
155  - [Operations](08-operations/) - System maintenance
156  
157  **Compliance Officer**
158  
159  - [Email Best Practices](05-outreach/email-best-practices.md)
160  - [SMS Best Practices](05-outreach/sms-best-practices.md)
161  - [Security](08-operations/security.md)
162  
163  ## 📊 Documentation Metadata
164  
165  All documentation files include YAML frontmatter with:
166  
167  - `title` - Human-readable title
168  - `category` - Category folder name
169  - `last_verified` - Date documentation was last verified
170  - `related_files` - Associated code files (for staleness detection)
171  - `tags` - Searchable keywords
172  - `status` - current | deprecated | archived
173  - `replaces` - Original docs merged into this file (if applicable)
174  
175  ## 🔄 Merged Documentation
176  
177  To reduce duplication and improve maintainability, several related documents were merged:
178  
179  | New Document                                                 | Replaced Documents                                                       | Date       |
180  | ------------------------------------------------------------ | ------------------------------------------------------------------------ | ---------- |
181  | [06-automation/cron-system.md](06-automation/cron-system.md) | CRON-JOBS.md, CRON-SETUP.md, CRON-QUICK-START.md, CRON-BATCH-STRATEGY.md | 2026-02-15 |
182  
183  See [Archive README](90-archive/README.md) for full list of archived documents and rationale.
184  
185  ## 🛠️ Maintenance
186  
187  ### Keeping Docs Current
188  
189  1. **Verify Related Code**: When code changes, update corresponding docs
190  2. **Update last_verified**: Set date when you verify accuracy
191  3. **Add Related Files**: Link to relevant code files
192  4. **Tag Appropriately**: Add searchable tags for easy discovery
193  
194  ### Automated Staleness Detection
195  
196  ```bash
197  # Check which docs reference changed code (planned)
198  npm run docs:check-freshness
199  ```
200  
201  ### Contributing
202  
203  When creating new documentation:
204  
205  1. Place in appropriate category folder
206  2. Add YAML frontmatter (use existing docs as template)
207  3. Update category README.md
208  4. Link from related documents
209  5. Run `npm run format` before committing
210  
211  ## 📁 Other Documentation
212  
213  - [TODO.md](TODO.md) - Active task tracking
214  - [Plans Directory](plans/) - Architecture and planning documents
215  
216  ## 🔗 External Resources
217  
218  - [Project Repository](https://github.com/user/333Method)
219  - [Main README](/home/jason/code/333Method/README.md) - Project overview
220  - [CLAUDE.md](/home/jason/code/333Method/CLAUDE.md) - AI assistant instructions
221  
222  ## 📧 Questions?
223  
224  For questions about specific documentation:
225  
226  1. Check the category README for related docs
227  2. Review the [Archive](90-archive/) for historical context
228  3. Check related code files listed in frontmatter
229  4. Review git history for context: `git log -- path/to/doc.md`
230  
231  ---
232  
233  **Last Updated:** 2026-02-15
234  **Documentation Version:** 2.0 (Restructured)