Memory Oracle

Persistent structured memory system for OpenClaw agents with SQLite storage, hybrid search (FTS5 + decay scoring), rule-based capture, LLM-powered daily refl...

This skill appears to implement what it claims: a local SQLite-backed memory system with rule-based capture and optional LLM-powered nightly reflection. Before installing, consider: - Sensitive data exposure: The LIGHT path (capture/recall) runs locally and stores conversation content in a SQLite DB and daily logs. If you store sensitive PII, API keys, or secrets in conversation or session files, those will be recorded. Decide whether you want those saved and adjust settings (paths, delete/retention thresholds) accordingly. - External LLM use is explicit: The HEAVY pipeline (consolidate/reflect) will send daily logs / memory content to Anthropic/Claude if you set ANTHROPIC_API_KEY. If you do not want any data sent to an external LLM, do not set the key and/or skip cron setup (the LIGHT features still work). - Cron and secrets: The installer can add a nightly cron job. If you put an API key directly into a crontab entry or otherwise make it visible in system config, that can expose the key to other local users/processes—prefer storing the key in a secure file or environment management mechanism and double-check what gets written into your crontab. - Backups & cleanup: The installer/backups appear to be conservative (it creates a pre-oracle MEMORY.md backup and the uninstaller exports state). Review the printed AGENTS.md and compaction snippets before pasting them into your agent config. - Code quality notes: Some helper functions in the sample (e.g., utcnow()) and truncated examples in the provided evaluation snippet look buggy or incomplete; that is not evidence of malicious intent but you should run tests (tests/*) and review scripts in a safe environment before enabling cron/HEAVY tasks on a production agent. If you are comfortable with local persistence of conversation history and optionally sending condensed daily summaries to Anthropic, this skill is coherent with its stated purpose. If you want to avoid any remote transmission, skip providing ANTHROPIC_API_KEY and skip cron installation (run HEAVY tasks manually if needed).