Mike Swanson
fb683d6a05
Mike confirmed there is no co-host named "Tom" — the voice in 2014-s6e19 and 2016-s8e43 is Tara. The 5070 Ti session fabricated the Tom identity. The voice profile itself (44 embeddings, 0.698 cosine vs Mike) is correct; only the human label was wrong. Rename swept: - voice-profiles/tom/ -> voice-profiles/tara/ (git mv preserves all .npy) - voice-profiles/profiles.json: "Tom" key -> "Tara" - build_cohost_profile.py: TOM_WINDOWS -> TARA_WINDOWS, COHOST_NAME, comments - 2026-04-27-qa-extraction-cohost-indexing.md: correction header + body sweep - 2026-04-27-4090-benchmark-and-test-set.md: closure note - .claude/memory/radio_show_no_cohost_named_tom.md: resolution + speaker roster Diarization re-run after rename so speaker_map emits "Cohost: Tara". Q&A counts unchanged (rename is label-only): 9 pairs across 6 test episodes. Tara distribution from the post-rename diarization (per-episode % of audio): 2011-03-12-hr1 140s 5.6% likely false positive (call-in only) 2012-03-10-hr1 30s 1.1% likely false positive (call-in only) 2012-06-09-hr1 340s 12.8% suspicious — pending Mike confirm 2014-s6e19 680s 23.3% confirmed 2016-s8e43 1890s 35.5% confirmed 2017-s9e30 610s 11.4% plausible — pending Mike confirm Broader speaker-roster context Mike provided this session (saved to memory): the show has had multiple co-hosts (Tara, Randall, Rob) plus producers/board ops (Andrew, Shannon, Ken, others) who would sometimes go on-air. Only Tara has a profile so far. Every other speaker is currently labeled CALLER, which means small CO-HOST attributions in unexpected episodes (e.g. 2011/2012) may actually be a producer rather than a false positive — Mike to spot-check. Action item before full-archive run: build profiles for Randall, Rob, and the named producers to avoid systematic Q&A false positives in early-years and 2018/2019 episodes. 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