Dsh Persona Memory

Key features

• Cross-session persistent memoryMEMORY.md (facts/preferences/conventions/environment) + USER.md (user portrait), written to be permanently saved
• Use FTS5 when the vector is not enabled, and fall back to substring scanning when SQLite is not available
• Background learningevery learnIntervalTurns (default 10) uses the session's own LLM routing to review recent conversations and automatically extract persistent facts into memory
• Content scanningevery time you write and pass the security check: prompt injection/data leakage payload, API key/token/private key, invisible Unicode characters will be intercepted (to prevent credentials from being lost, and to prevent malicious instructions from being implanted in the memory)
• Per-request context injectionEach request automatically injects the current memory into the system prompt word (memory:profile section, truncated according to character budget)