cyberneticlibrary

Query and manage memories

memskillsetup L146
sdsrss/claude-mem-lite
What it does

Search and retrieve past work memories

Best for

Reducing token overhead by 10x when querying project history—compact search results then drill into specific observations only when needed.

Inputs
  • · Query string (for FTS5 search)
  • · File ID (for recall)
  • · Observation ID (for timeline browse)
Outputs
  • · Full-text search results
  • · File history before editing
  • · Timeline context around observation
Requires
  • · FTS5 SQLite (local)
  • · Claude Code session history
Preconditions
  • · Memory database exists
  • · At least one observation saved
Failure modes
  • · Empty database
  • · Query returns no matches
  • · Timeline anchor ID not found
Trust signals
  • · FTS5 full-text search
  • · Session persistence
  • · Compact ID index for fast recall