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From Research & Analysis
Searches local knowledge base (meetings, emails, chats) using SQLite FTS5 full-text search. Also supports ingest, stats, and document retrieval commands.
How this command is triggered — by the user, by Claude, or both
Slash command
/research-tools:kbThe summary Claude sees in its command listing — used to decide when to auto-load this command
# Knowledge Base Search **Arguments:** $ARGUMENTS ## Task Search the local knowledge base (meetings, emails, chats) using SQLite FTS5 with BM25 ranking. ## Actions ### Search all sources ### Search specific source ### Search with date filter ### Search by speaker ### Show stats ### Show sources ### Ingest new data ### Show full document ## Search tips | Syntax | Example | Description | |--------|---------|-------------| | Simple words | `спринт планирование` | Match both words | | Quoted phrase | `"example-query"` | Exact phrase match | | Prefix | `react*` | Wo...
Arguments: $ARGUMENTS
Search the local knowledge base (meetings, emails, chats) using SQLite FTS5 with BM25 ranking.
python ${WORKSPACE}/tools/kb.py search "$ARGUMENTS"
python ${WORKSPACE}/tools/kb.py search "$ARGUMENTS" --source tldv
python ${WORKSPACE}/tools/kb.py search "$ARGUMENTS" --after 2025-01-01
python ${WORKSPACE}/tools/kb.py search "$ARGUMENTS" --speaker "Name"
python ${WORKSPACE}/tools/kb.py stats
python ${WORKSPACE}/tools/kb.py sources
python ${WORKSPACE}/tools/kb.py ingest tldv # tl;dv transcripts
python ${WORKSPACE}/tools/kb.py ingest spark # Spark Mail transcripts
python ${WORKSPACE}/tools/kb.py ingest telegram <file.json> # Telegram export
python ${WORKSPACE}/tools/kb.py ingest gmail [days] # Gmail emails (default: 90)
python ${WORKSPACE}/tools/kb.py ingest gcalendar [days] # Google Calendar (default: 365)
python ${WORKSPACE}/tools/kb.py ingest outlook [days] # Outlook/Exchange (default: 90)
python ${WORKSPACE}/tools/kb.py doc <id>
| Syntax | Example | Description |
|---|---|---|
| Simple words | спринт планирование | Match both words |
| Quoted phrase | "example-query" | Exact phrase match |
| Prefix | react* | Words starting with react |
| OR | zoom OR meet | Either word |
| Source | Description | Documents |
|---|---|---|
| tldv | tl;dv meeting transcripts | XXX |
| gmail | Gmail emails | XXX |
| spark | Spark Mail AI meeting summaries | XXX |
| gcalendar | Google Calendar events | XXX |
| telegram | Telegram chat exports | (on demand) |
| outlook | Outlook/Exchange emails | XXX |
/kb example-query
/kb спринт --source tldv --after 2025-01-01
/kb "ExampleGPT" --source spark
/kb stats
/kb sources
npx claudepluginhub jhamidun/claude-code-config-pack --plugin research-tools