Mike Swanson
488bf5849e
QAPair gets caller_name and caller_role fields populated by a new attach_caller_names(pairs, transcript_segments) helper. For each pair, finds the active opening intro at the question_start time (8s forward tolerance, no backward limit — a caller's call can run for 10+ minutes and the intro happens once at the start) and attaches the speaker name. Validation on 9-episode test set: 19/19 Q&A pairs (100%) now have caller names attached. Examples of corrections from oracle attribution: 2018-s10e18 @ 73:36 Christopher (was misattributed to "Tara") 2015-s7e19 @ 35:45 William (was misattributed to "Tara") 2010-05-08-hr1 Jackie x3, Bruce 2012-03-10-hr1 Adam x2 2016-s8e43 John, Doug 2017-s9e30 Tom, Denise x3, Charlie speaker_oracle.py: adds speaker_at(time, intros) helper used both by the existing resolve_speakers() and the new caller-name attachment. Also adds the "let's fit/bring/put X in/on" intro pattern variant (caught Charlie at 70:21 in 2017-s9e30 that "talk to X" missed). download_full_archive.py: SSH keepalive every 30s + per-file retry-on- failure (up to 3 attempts with reconnect). Earlier run hung on a dead connection at file 109 of 589 with no recovery; restarted run is now running at ~10 MB/s vs ~2-3 MB/s before. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
ClaudeTools Active Projects
Directory: D:\ClaudeTools\projects\
Purpose: Active development projects and related conversation archives
Last Updated: 2026-01-17
Overview
This directory contains active projects being developed or maintained as part of the ClaudeTools ecosystem. Unlike the imported-conversations/ directory which serves as an archive, projects here are actively worked on and may include both source code and conversation history.
Current Projects
MSP Tools (94 files, 20.1 MB)
Moved From: D:\ClaudeTools\imported-conversations\msp-tools/
Move Date: 2026-01-17
Status: Active development
Managed Service Provider (MSP) tooling and infrastructure projects, including conversation history and development artifacts.
Structure
msp-tools/
├── guru-rmm/ # 54 files, 14 MB
│ └── [JSONL conversation files] # RMM system development history
└── guru-connect/ # 40 files, 6.1 MB
└── [JSONL conversation files] # MSP integration development history
guru-rmm (54 files, 14 MB)
Description: Remote Monitoring and Management (RMM) system development conversations
Source: C:\Users\MikeSwanson\.claude\projects\C--Users-MikeSwanson-claude-projects-gururmm-guru-rmm
Key Topics:
- RMM system architecture
- Monitoring solutions
- Agent deployment
- Infrastructure management
- MSP automation
Project Type: MSP Infrastructure
guru-connect (40 files, 6.1 MB)
Description: MSP connectivity and integration tooling conversations
Source: C:\Users\MikeSwanson\.claude\projects\C--Users-MikeSwanson-claude-projects-guru-connect
Key Topics:
- Integration patterns
- API connectivity
- Service orchestration
- Client management
- Cross-platform integration
Project Type: MSP Integration
File Format
All conversation files are in JSONL (JSON Lines) format:
- Extension:
.jsonl - Format: Each line is a valid JSON object
- Content: Individual conversation messages from Claude
- Encoding: UTF-8
- Can be processed line-by-line for analysis
Usage
Accessing Project Files
# List all projects
ls -lh D:\ClaudeTools\projects\
# Browse MSP tools conversations
ls -lh D:\ClaudeTools\projects\msp-tools\guru-rmm\
# Count conversation files
find D:\ClaudeTools\projects\ -name "*.jsonl" | wc -l
# Search for specific topics
grep -r "FastAPI" D:\ClaudeTools\projects\
Integration with ClaudeTools
These conversations can be:
- Analyzed and indexed into context recall system
- Used to extract reusable code snippets
- Mined for technical decisions and patterns
- Converted into knowledge base entries
- Referenced for similar future projects
Adding New Projects
When adding new active projects to this directory:
- Create a descriptive folder name (e.g.,
project-name/) - Include conversation history if available
- Update this README with project details
- Consider creating a project-specific README
- Tag appropriately for context recall
Related Documentation
- imported-conversations/INDEX.md - Archive of all imported conversations
- imported-conversations/IMPORT_MANIFEST.json - Detailed import metadata
- .claude/CLAUDE.md - Main ClaudeTools project documentation
- SESSION_STATE.md - Current project state and development history
Project Organization
Active Projects (this directory):
- Currently under development
- May include both code and conversation history
- Subject to frequent updates
- Integrated with ClaudeTools development
Archived Conversations (imported-conversations/):
- Historical reference only
- Read-only archive
- Organized by project type
- Preserved for knowledge extraction
Future Projects
This directory will grow as new projects are added. Potential additions:
- guru-backup - Backup and recovery tooling
- guru-dashboard - MSP management dashboard
- integration-tools - Third-party integration utilities
- automation-scripts - MSP automation workflows
Statistics
Current Totals:
- Projects: 1 (msp-tools)
- Conversation Files: 94 JSONL files
- Total Size: 20.1 MB
- Subcategories: 2 (guru-rmm, guru-connect)
Breakdown:
- guru-rmm: 54 files (57.4%), 14 MB (69.7%)
- guru-connect: 40 files (42.6%), 6.1 MB (30.3%)
Notes
- This directory was created on 2026-01-17
- First project (msp-tools) moved from imported-conversations archive
- All conversation files preserved with original timestamps
- Original source paths documented in IMPORT_MANIFEST.json
Maintained By: ClaudeTools Project
Location: D:\ClaudeTools\projects
Documentation Status: Active