Engram
by community
Use this page as a decision snapshot for Engram: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
One-install associative memory graph for any OpenClaw workspace: stage, migrate markdown memory, rewire, verify with a seeded battery, and revert. SQLite knowledge graph with hybrid retrieval: FTS5 + ONNX embeddings + tag/graph channels fused via weighted RRF, reranked by a CPU cross-encoder. Calibrated abstention blocks ungrounded answers. Intentions fire on deterministic keyword match (~50ms, no LLM). Bi-temporal props track fact validity. Warm daemon; degrades to pure FTS. Zero cloud.
Install Engram
Run this in your OpenClaw agent to add Engram from the ClawHub registry.
openclaw skills install engramRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Frequently asked questions
Is Engram safe to install?
Engram has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does Engram cost?
Engram is free to install for OpenClaw via ClawHub.
What are the best alternatives to Engram?
You can compare Engram side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install Engram?
Install Engram from ClawHub at clawhub.ai/skills/engram, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
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