Structured Vector Memory (SVM)

Structured Vector Memory (SVM) / 三层高效记忆存储法。整合 LanceDB Pro 向量引擎 + 三层结构化管理，涵盖：每日记忆整理（Micro Sync + Daily Wrapup）、记忆蒸馏压缩（Weekly Compound）、去重检测、scope 隔离、archive 机...

This skill appears to implement a coherent on-device memory management workflow, but there are notable mismatches you should address before installing: (1) SKILL.md requires 'memory-lancedb-pro' and a Jina API Key for embeddings/rerank, but the registry metadata does not declare any required env vars or credentials — ask the author to declare these explicitly. (2) The installation copies scripts into ~/.openclaw/shared and adds cron jobs that will run automatically and append tasks to HEARTBEAT.md; review those cron entries and the scripts to ensure you're comfortable with scheduled writes to your home workspace. (3) The workflow reads/writes files like AGENTS.md, SOUL.md, USER.md, IDENTITY.md and MEMORY.md which may contain sensitive information; inspect those files and remove or redact sensitive data before enabling automated processes. (4) If you proceed, test in an isolated environment or non-production account, verify how the plugin handles the Jina API Key (where it is stored and whether it's transmitted externally), and request that the skill author update the registry metadata to list required env vars/configs. If you want, ask me to produce a short checklist or a sanitized-install plan (commands to run manually) to reduce risk.

Type: OpenClaw Skill Name: structured-vector-memory Version: 3.1.0 The skill bundle implements a structured memory management system (SVM) using LanceDB and a three-tier storage architecture. It utilizes shell scripts (daily-wrapup.sh, micro-sync.sh, weekly-compound.sh) and crontab to automate periodic memory summarization and distillation by appending instructions to a local HEARTBEAT.md file. All operations are confined to the standard OpenClaw workspace, and the logic is transparently documented and consistent with the stated goal of enhancing agent long-term memory without any signs of data exfiltration or malicious intent.