A friendly guide to the magic inside the OpenClaw system — how it manages what it knows, what it remembers, and why talking to it feels different from every other AI tool you have used.
A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
| # ============================================ | |
| # Ghostty Terminal - Complete Configuration | |
| # ============================================ | |
| # File: ~/.config/ghostty/config | |
| # Reload: Cmd+Shift+, (macOS) | |
| # View options: ghostty +show-config --default --docs | |
| # --- Typography --- | |
| font-family = JetBrainsMonoNerdFont | |
| font-size = 14 |
| # Put this function to your .bashrc file. | |
| # Usage: mv oldfilename | |
| # If you call mv without the second parameter it will prompt you to edit the filename on command line. | |
| # Original mv is called when it's called with more than one argument. | |
| # It's useful when you want to change just a few letters in a long name. | |
| # | |
| # Also see: | |
| # - imv from renameutils | |
| # - Ctrl-W Ctrl-Y Ctrl-Y (cut last word, paste, paste) |
| #!/bin/bash | |
| #upgrade chromeos debian stretch to buster (for python 3.7) | |
| #https://www.reddit.com/r/Crostini/comments/9rhauo/upgrade_from_stretch_to_buster_compilation_of/ | |
| #Fresh Stretch install. Let's make sure everything is up to date. | |
| sudo apt-get update | |
| sudo apt-get -y --allow-downgrades upgrade | |
| sudo apt-get -y dist-upgrade | |
| #Update package repository to Buster |
| # Replace "projectname" and "username" | |
| image: golang:1.9 | |
| variables: | |
| BIN_NAME: projectname | |
| ARTIFACTS_DIR: artifacts | |
| GO_PROJECT: gitlab.com/username/projectname | |
| stages: | |
| - build |
| #!/bin/bash | |
| # | |
| # Setup: | |
| # wget https://github.com/restic/restic/releases/download/v0.7.3/restic_0.7.3_linux_amd64.bz2 | |
| # bunzip2 restic_0.7.3_linux_amd64.bz2 | |
| # mv restic_0.7.3_linux_amd64 /usr/local/bin/restic | |
| # chmod a+x /usr/local/bin/restic | |
| # | |
| # crontab -e | |
| # 0 1 * * * /root/bin/restic-backup.sh 2>&1 >>/var/log/restic-backup.log |
| <%= f.InputTag("Title") %> | |
| <%= f.TextArea("Body", {rows: 10}) %> | |
| <div id="body-preview"></div> | |
| <button class="btn btn-success" role="submit">Save</button> |
| #!/bin/sh | |
| # SPDX-FileCopyrightText: 2017-2026 SanderTheDragon <sanderthedragon@zoho.com> | |
| # | |
| # SPDX-License-Identifier: MIT | |
| arch=$(dpkg --print-architecture) | |
| echo "Detected architecture: $arch" | |
| case "$arch" in |