Search your Claude session history
session-searchskillsetup L2★81
techwolf-ai/ai-first-toolkit ↗What it does
Search session archive by id, title, or message text with LLM-aided ranking
Best for
When you need to quickly find a past session by partial memory (a phrase, a date range, a person name).
Inputs
- · session query (id / title fragment / message text), date range, limit
Outputs
- · matching sessions with metadata (date, title, participants, summary), ranked by relevance
Requires
- · session database
- · LLM embeddings/search
Preconditions
Session archive indexed; search index built; database accessible
Failure modes
- · Full-text search across multi-GB archive times out
- · LLM ranking hallucinates relevance (low precision)
- · Session metadata incomplete (missing title, date, participants)
Trust signals
- · Scoped search (date range, text limit) prevents timeout
- · LLM ranking with relevance scoring
- · Session metadata includes participants and summary