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Install in OpenClaw
/install ollama-memory-setup
Description
Sets up local semantic memory search for OpenClaw using Ollama + nomic-embed-text. Use when: (1) memory_search returns 'node-llama-cpp is missing' or 'Local...
Usage Guidance
This skill appears to do what it says: install/start Ollama, pull the nomic-embed-text embedding model, and set OpenClaw to use Ollama on localhost. Before running it: (1) review the remote installer (https://ollama.com/install.sh) if you are uncomfortable with curl | sh, (2) ensure you trust Ollama and are okay with downloading ~270MB for the model, (3) back up your OpenClaw config if desired (the script runs openclaw config set commands), and (4) run the script interactively rather than blindly pasting into a root shell so you can inspect output and abort on unexpected behavior. No API keys or other credentials are requested by this skill.
Capability Analysis
Type: OpenClaw Skill
Name: ollama-memory-setup
Version: 1.0.0
The skill bundle is designed to configure local semantic memory search for OpenClaw using Ollama and the nomic-embed-text model. The setup script (scripts/setup.sh) and instructions (SKILL.md) perform standard operations such as installing Ollama via official channels, pulling a legitimate embedding model, and updating local OpenClaw configuration settings. No evidence of data exfiltration, obfuscation, or malicious intent was found.
Capability Assessment
Purpose & Capability
Name/description match the included files and instructions: the script installs/starts Ollama, pulls the nomic-embed-text model, and updates OpenClaw's memorySearch config. All requested actions align with enabling local embeddings.
Instruction Scope
SKILL.md and setup.sh are scoped to installing/starting Ollama, loading the embedding model, and configuring OpenClaw. The instructions only touch OpenClaw config (expected) and localhost:11434; they do not read or transmit unrelated system files or environment variables.
Install Mechanism
Installation uses brew on macOS or runs https://ollama.com/install.sh via curl | sh on Linux. Using the vendor's official install script is reasonable for this purpose, but executing remote install scripts is higher-risk than package-managed installs — review the install script if you want to be cautious.
Credentials
The skill declares no environment variables, no credentials, and no sensitive config paths. The OpenClaw config changes are proportional to enabling memory search and are justified by the stated goal.
Persistence & Privilege
The skill is not always-enabled and does not request persistent elevated privileges. It modifies only OpenClaw's agent memorySearch settings (its intended target) and starts a local Ollama process; nothing indicates it alters other skills or global agent policies.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ollama-memory-setup - After installation, invoke the skill by name or use
/ollama-memory-setup - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release — enables local semantic memory search with Ollama for OpenClaw.
- Provides a local, private alternative to node-llama-cpp using Ollama’s embedding API.
- Fixes errors when node-llama-cpp is missing or fails by routing embeddings via Ollama and nomic-embed-text.
- No external API keys or cloud required; works fully offline on macOS and Linux.
- Includes both automatic and manual setup instructions.
- Troubleshooting guide provided for common issues.
Metadata
Frequently Asked Questions
What is Ollama Memory Setup?
Sets up local semantic memory search for OpenClaw using Ollama + nomic-embed-text. Use when: (1) memory_search returns 'node-llama-cpp is missing' or 'Local... It is an AI Agent Skill for Claude Code / OpenClaw, with 141 downloads so far.
How do I install Ollama Memory Setup?
Run "/install ollama-memory-setup" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ollama Memory Setup free?
Yes, Ollama Memory Setup is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ollama Memory Setup support?
Ollama Memory Setup is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ollama Memory Setup?
It is built and maintained by brasco05 (@brasco05); the current version is v1.0.0.
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