Copilot knows the file you have open. It does not know the error you saw in the browser, or what the team settled on in the call. Install the official LUCI skills and Copilot can search both, from a memory that stays on this machine.
Copilot's agent mode reads your repository and calls tools. What it never sees is the half of your work that happens outside the editor: the failing request in the browser, the dashboard you stared at for ten minutes, the decision somebody made out loud on a call.
The official LUCI skills close that gap. Copilot supports the Agent Skills format, so the same two folders that work in Claude Code work here. Put them where Copilot looks and it can search your screen history and meeting transcripts on demand.
In VS Code, the chat.agentSkillsLocations setting controls which folders count, and it covers .github/skills and .agents/skills. Committing the skills under .github/skills is how you give a whole repository the same recall.
Copilot can look up the exact error string from the browser console, the request that failed, or the log line you read on a dashboard, with the app, window, and time attached.
Skills committed under .github/skills travel with the repository. Everyone running LUCI gets the same recall without setting anything up.
LUCI transcribes microphone and system audio locally, so Copilot can search what was said in the planning call while you write the code that came out of it.
The same two skills serve Claude Code, Codex, Cursor, and the rest. The memory you build belongs to you, not to GitHub.
Try asking
Install LUCI on your Mac or Windows machine, enable Screen Memory, and leave the app running.
Ask Copilot to install them from the official repo, or run the installer from a terminal. Committing them under .github/skills shares them with everyone on the repository: https://github.com/Memories-ai-labs/Luci-skills
npx skills add Memories-ai-labs/Luci-skillsIn VS Code, type /skills in the chat panel to open the Configure Skills menu and check that the folder you used is enabled.
"chat.agentSkillsLocations": {
".github/skills/**": true,
".agents/skills/**": true
}The two skill folders are ordinary files you own. Drop them where this tool reads and it finds them on the next session.
The skills are ordinary Agent Skills folders, so any Copilot client that reads skills can read these. What matters more is where the memory lives. It is on your own Mac or Windows machine, so Copilot can only answer from it while it runs there. A cloud agent has no route to a memory sitting on your desk.
Download LUCI, turn on Screen Memory, install the official skills.
Free on Mac and Windows.