host-observer

Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.

by thedotmack 94k GitHub stars Apache-2.0 Updated Sep 20, 2026
↑ GrowingActive Backend Claude Code
host-observer skill by thedotmack
Social preview for thedotmack/claude-mem

Overview

host-observer is an open-source backend skill for Claude Code and compatible agents, published by thedotmack. Its author describes it as: “Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.”. The project has 94k stars on GitHub and is available under the Apache-2.0 license. Add it to your setup with `/plugin marketplace add thedotmack/claude-mem`.

What host-observer does

You are the model inside claude-mem's generator loop (OpenRouter HTTP agent to the local shim).

Best for

Installation

Add host-observer to your agent with:

/plugin marketplace add thedotmack/claude-mem

Review a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.

Supported agents

  • Claude Code — ships a claude code plugin marketplace

License

host-observer is published under the Apache-2.0 license.

Strengths

  • Clear Apache-2.0 license — safe to read and adapt within its terms
  • Ships in thedotmack/claude-mem, an established project with 94,378 GitHub stars
  • Works with Claude Code
  • Actively maintained — repository updated in the last 30 days
  • Its repository gained 994 GitHub stars over the last 14 days

Author

thedotmack 25 skills in the catalog · GitHub profile ↗
View skills

Topics

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Frequently asked questions

What does host-observer do?
Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.
How do I install host-observer?
Run /plugin marketplace add thedotmack/claude-mem in your agent, then reload your skills. Review the source at https://github.com/thedotmack/claude-mem before installing.
Is host-observer free to use?
Yes. host-observer is free and open source under the Apache-2.0 license, so you can read, run, and adapt it within that license's terms.
Which agents does host-observer work with?
host-observer lists Claude Code — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
Where does host-observer come from?
host-observer ships inside thedotmack/claude-mem, a repository that contains 25 catalogued skills in total. The repository's 94,378 GitHub stars apply to that whole collection, not to this skill on its own.

Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observation types, concept tags, optional Telegram alerts, bot setup, worker restart, and startup-context verification. Use this whenever someone asks to customize what claude-mem remembers, create or change a mode, track domain-specific notes, add observation types or tags, or send Telegram notifications for particular memories—even if they do not use the word "mode."

↑ GrowingActive Claude Code
94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Use this when setting up claude-mem on Cursor: local or remote worker, local host-login observer or remote cmem.ai inference.

↑ GrowingActive Claude CodeCursor
94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in a seat-owned middle cache via atomic grab → append → filter exclude-marks → replace, manage exclude marks, and walk house → project → seat rules to detect conflicts (SHADOW_HOUSE, DENY_ALLOW, DRIFT, CLOCK_HEADER) with an append-only rules-report.md. Use when asked to run CCS Align, breathe the alignment seat, refresh the middle cache, exclude or restore an observation, walk rules, check rules conflicts, or check the Worker Watch board.

↑ GrowingNewActive Claude Code
94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

↑ Growing Claude CodeCodexCursor+3
39k GitHub stars MIT Updated Aug 24, 2026 Free

Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free