Memory Fusion Lite

Memory Fusion Light — 基于 dztabel-happy/openclaw-memory-fusion 核心思想：三层 cron 自动记忆提取/滚动蒸馏/防套娃。功能：①A′滚动7天区 ②增量扫描脚本 ③防套娃三保险 ④每周分类治理。适用已部署 Dreaming 的用户补强记忆闭环。

This skill appears to be what it claims: a lightweight incremental memory maintainer for an existing Dreaming deployment. Before installing: 1) Confirm Dreaming is enabled and test in a non-production agent (it reads ~/.openclaw/agents/<agent>/sessions/*.jsonl). 2) Review the full scan_sessions_incremental.py file (the provided excerpt looks reasonable but was truncated in the review) to ensure there are no network/exfiltration calls or unexpected behaviors. 3) Understand that the script will feed conversation content into an LLM for summarization — redaction is best-effort, so avoid scanning sessions that contain unredacted secrets or PII or tighten scanning scope. 4) Run with dry-run flags or in a sandbox and inspect memory/_state and MEMORY.md outputs before enabling scheduled cron runs. 5) If you require higher assurance, ask the maintainer for full source review or add explicit enforcement of secret-redaction rules and a controlled model endpoint.

Type: OpenClaw Skill Name: memory-fusion-lite Version: 1.0.0 The memory-fusion-lite skill is a legitimate utility for managing agent memory by incrementally scanning session logs and summarizing them into a structured format. The included Python script (scripts/scan_sessions_incremental.py) features proactive security measures, such as redacting API keys (OpenAI, Google, Telegram) and Bearer tokens before they are processed by the LLM. The skill is well-documented, providing clear architectural guidelines and 'anti-recursion' strategies to prevent infinite loops during automated maintenance tasks, with no evidence of malicious intent or unauthorized data exfiltration.