Files
claudetools/projects/msp-tools
Mike Swanson 89e5118306 Remove conversation context/recall system from ClaudeTools
Completely removed the database context recall system while preserving
database tables for safety. This major cleanup removes 80+ files and
16,831 lines of code.

What was removed:
- API layer: 4 routers (conversation-contexts, context-snippets,
  project-states, decision-logs) with 35+ endpoints
- Database models: 5 models (ConversationContext, ContextSnippet,
  DecisionLog, ProjectState, ContextTag)
- Services: 4 service layers with business logic
- Schemas: 4 Pydantic schema files
- Claude Code hooks: 13 hook files (user-prompt-submit, task-complete,
  sync-contexts, periodic saves)
- Scripts: 15+ scripts (import, migration, testing, tombstone checking)
- Tests: 5 test files (context recall, compression, diagnostics)
- Documentation: 30+ markdown files (guides, architecture, quick starts)
- Utilities: context compression, conversation parsing

Files modified:
- api/main.py: Removed router registrations
- api/models/__init__.py: Removed model imports
- api/schemas/__init__.py: Removed schema imports
- api/services/__init__.py: Removed service imports
- .claude/claude.md: Completely rewritten without context references

Database tables preserved:
- conversation_contexts, context_snippets, context_tags,
  project_states, decision_logs (5 orphaned tables remain for safety)
- Migration created but NOT applied: 20260118_172743_remove_context_system.py
- Tables can be dropped later when confirmed not needed

New files added:
- CONTEXT_SYSTEM_REMOVAL_SUMMARY.md: Detailed removal report
- CONTEXT_SYSTEM_REMOVAL_COMPLETE.md: Final status
- CONTEXT_EXPORT_RESULTS.md: Export attempt results
- scripts/export-tombstoned-contexts.py: Export tool for future use
- migrations/versions/20260118_172743_remove_context_system.py

Impact:
- Reduced from 130 to 95 API endpoints
- Reduced from 43 to 38 active database tables
- Removed 16,831 lines of code
- System fully operational without context recall

Reason for removal:
- System was not actively used (no tombstoned contexts found)
- Reduces codebase complexity
- Focuses on core MSP work tracking functionality
- Database preserved for safety (can rollback if needed)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-18 19:10:41 -07:00
..

MSP Tools Project

Location: D:\ClaudeTools\projects\msp-tools\ Status: Active Development Last Updated: 2026-01-17


Overview

MSP Tools is a collection of Managed Service Provider (MSP) infrastructure and integration projects. This directory contains conversation archives from the development of two key MSP systems:

  1. guru-rmm - Remote Monitoring and Management system
  2. guru-connect - MSP connectivity and integration platform

Project Statistics

Total Files: 94 JSONL conversation files Total Size: 20.1 MB Original Import Date: 2026-01-17 Moved to Projects: 2026-01-17


Subprojects

guru-rmm (54 files, 14 MB)

Description: Remote Monitoring and Management (RMM) system development

Original Source: C:\Users\MikeSwanson\.claude\projects\C--Users-MikeSwanson-claude-projects-gururmm-guru-rmm

Purpose: Core MSP infrastructure tool for monitoring and managing client systems

Key Development Topics:

  • RMM system architecture and design
  • Monitoring agent development
  • Alert and notification systems
  • Client system inventory management
  • Performance monitoring dashboards
  • Agent deployment strategies
  • Data collection and reporting
  • Integration with ticketing systems

Technology Focus:

  • System monitoring frameworks
  • Agent-based architecture
  • Real-time data collection
  • Database design for metrics
  • API development for integrations

guru-connect (40 files, 6.1 MB)

Description: MSP connectivity and integration platform

Original Source: C:\Users\MikeSwanson\.claude\projects\C--Users-MikeSwanson-claude-projects-guru-connect

Purpose: Connectivity layer for integrating various MSP tools and services

Key Development Topics:

  • API integration patterns
  • Service orchestration
  • Client portal development
  • Third-party service connections
  • Authentication and authorization
  • Webhook handling
  • Data synchronization
  • Multi-tenant architecture

Technology Focus:

  • API gateway design
  • OAuth/SSO integration
  • Message queuing
  • Microservices architecture
  • Integration middleware

File Format

All files are in JSONL (JSON Lines) format:

  • Format: Newline-delimited JSON
  • Extension: .jsonl
  • Encoding: UTF-8
  • Structure: Each line = one conversation message
  • Usage: Can be processed line-by-line or batch imported

Development Context

These conversations represent the development history of both projects and contain:

  • Architectural decisions and rationale
  • Code implementation discussions
  • Problem-solving approaches
  • Design pattern selections
  • API design considerations
  • Database schema evolution
  • Testing strategies
  • Deployment planning
  • Integration challenges and solutions

Integration with ClaudeTools

Context Recall Integration

These conversations can be indexed into the ClaudeTools context recall system:

# Example: Extract decisions from guru-rmm conversations
# (To be implemented)
python scripts/extract_decisions.py \
  --source "D:\ClaudeTools\projects\msp-tools\guru-rmm" \
  --project "guru-rmm"

Knowledge Extraction

Potential uses of this conversation archive:

  1. Decision Logs - Extract key architectural decisions
  2. Context Snippets - Save reusable code patterns
  3. Problem Solutions - Index common issues and fixes
  4. Best Practices - Document learned patterns
  5. API Documentation - Generate docs from conversations

Accessing Conversations

Browse Files

# List guru-rmm conversations
ls -lh D:\ClaudeTools\projects\msp-tools\guru-rmm\

# List guru-connect conversations
ls -lh D:\ClaudeTools\projects\msp-tools\guru-connect\

# Count total conversations
find D:\ClaudeTools\projects\msp-tools\ -name "*.jsonl" | wc -l

Search Content

# Search for FastAPI references
grep -r "FastAPI" D:\ClaudeTools\projects\msp-tools\

# Search for database topics
grep -r "database\|schema\|migration" D:\ClaudeTools\projects\msp-tools\

# Search for specific API endpoints
grep -r "/api/" D:\ClaudeTools\projects\msp-tools\

Parse JSONL

# Example: Read a conversation file
import json

with open('conversation.jsonl', 'r', encoding='utf-8') as f:
    for line in f:
        message = json.loads(line)
        print(f"{message['role']}: {message['content'][:100]}...")

Project Metadata

guru-rmm Metadata

  • File Count: 54 files
  • Size: 14 MB (69.7% of total)
  • Type: MSP Infrastructure
  • Status: Active development conversations
  • Import Status: Moved to projects from archive

guru-connect Metadata

  • File Count: 40 files
  • Size: 6.1 MB (30.3% of total)
  • Type: MSP Integration
  • Status: Active development conversations
  • Import Status: Moved to projects from archive

  • D:\ClaudeTools\projects\README.md - Projects directory overview
  • D:\ClaudeTools\imported-conversations\INDEX.md - Complete import archive index
  • D:\ClaudeTools\imported-conversations\IMPORT_MANIFEST.json - Detailed import metadata
  • D:\ClaudeTools.claude\CLAUDE.md - Main ClaudeTools documentation

Future Development

Planned Enhancements

  1. Conversation Analysis

    • Automated extraction of key decisions
    • Code snippet extraction
    • API endpoint documentation
    • Pattern recognition
  2. Knowledge Base Integration

    • Import into context_snippets table
    • Create searchable decision logs
    • Build reusable code library
    • Generate project evolution timeline
  3. Development Continuation

    • Resume guru-rmm development
    • Extend guru-connect features
    • Cross-project integration
    • Shared component library

Potential New Subprojects

  • guru-backup - Backup and recovery automation
  • guru-dashboard - Unified MSP management interface
  • guru-billing - Automated billing and invoicing
  • guru-reports - Reporting and analytics platform

Notes

  • Moved from imported-conversations/ on 2026-01-17
  • All timestamps and metadata preserved
  • Original source paths documented in IMPORT_MANIFEST.json
  • Ready for active development and knowledge extraction
  • Conversations span complete development lifecycle of both projects

Project Status: Active Maintained By: ClaudeTools Project Last Review: 2026-01-17