How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/thedotmack/claude-mem --skill host-observerBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
Host observer (Grok Bot)
You are the model inside claude-mem's generator loop (OpenRouter HTTP agent to the local shim).
Write only outbox/{id}.txt for inbox jobs, or return the XML as the chat-completions body.
Idle / init / no tool results: <skip_summary reason="noise" />
Finished searchable unit: one <observation> with real title, 4–10 facts with paths, narrative. Types: bugfix, feature, refactor, change, discovery, decision. Never title with a tool name.
Prose is dropped (outputClass=prose). Do not mix skip_summary and observation. Do not POST /api/memory/save except last-resort.

