Mike Swanson
a4f527f31e
Added 2010, 2015, 2018 test episodes to round out the test set to one
per available year:
- 2010-05-08-hr1 (May 2010, earliest available; pre-Tara era)
- 2015-s7e19 (Jan 2015, avoids training's s7e30)
- 2018-s10e18 (only 3 non-training 2018 episodes exist)
Archive has no 2019 directory — Rob's "2018/2019 appearances" are
constrained to the 5 available 2018 episodes only.
Per-year diarization summary (Tara presence, post-rename):
2010-05-08 30s 1.2% likely false positive (pre-Tara)
2011-03-12 140s 5.6% likely false positive (call-in only)
2012-03-10 30s 1.1% likely false positive (call-in only)
2012-06-09 340s 12.8% suspicious — Mike to confirm
2014-s6e19 680s 23.3% confirmed
2015-s7e19 280s 9.9% plausible — Mike to confirm
2016-s8e43 1890s 35.5% confirmed
2017-s9e30 610s 11.4% plausible
2018-s10e18 880s 17.1% COULD BE ROB — Mike flagged Rob for
2018/2019 appearances; cosine threshold may
be hitting on Rob being acoustically similar
to Tara
Total Tara across 9 episodes: 1h 21m / 8h 52m audio (15.3%).
Q&A counts (still suspect — every voice that isn't Mike-or-Tara is
labeled CALLER, so Randall/Rob/producers inflate the bucket):
2010=4, 2011=1, 2012a=2, 2012b=0, 2014=0, 2015=1, 2016=2, 2017=4, 2018=3
Total: 17 pairs across 9 episodes
4090 perf on the expanded set:
- Diarization: 31928s in 121.5s = 262.7x realtime (vs 209.7x on 5070 Ti, +25.3%)
- Transcription (3 new episodes only): 10554s in 112.4s = 93.9x
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