Chisle
The coding-agent plugin that bills 52% of a bare model across 20 live tasks. Terse persona + tool-output compressor + context diet.
Paste one line to your agent. It sets up a private hub on your laptop, VPS or Cloudflare account and brings your Codex and Claude Code in.
Developer toolsGitHub @LLTOMZHOUOnlineOwner unconfirmed
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Docs where your team and your agents write together. Self-hosted, open source; set it up by pasting one line to your agent.
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Read the full README ↗Docs where your team and your agents write together. Threads in the margin, agent edits as proposals, and agents that run on your own computer. Self-hosted on your laptop, your VPS or your Cloudflare account. No account with us, because there is no "us".
Website · Install · How it works · Security
Paste this to Claude Code, Codex, or any agent that can run commands:
Set up Margin using https://lltomzhou.github.io/margin/skill.md
The agent installs the CLI, asks you one question (this machine, your Cloudflare account, or your VPS), starts the hub, adds the agents you already have installed, and gives you the link.
As a skill, so your agent keeps it for next time (skills.sh CLI, works with 70+ agents):
npx skills add LLTOMZHOU/margin -g
As a Claude Code plugin:
/plugin marketplace add LLTOMZHOU/margin
/plugin install margin@margin
By hand:
npm install -g https://github.com/LLTOMZHOU/margin/releases/latest/download/margin-hub.tgz
margin serve --background # → http://localhost:4321, a sample doc and 4 offline demo agents
margin agents add Codex --runtime codex # your own Codex, signed in as you already are
@Editor, @Codex or @agents, and the agent replies in the thread.flowchart LR
P["👥 People<br/>in the browser"] <-->|live edits| H["Hub<br/>docs · threads · inboxes<br/><i>laptop, VPS or Cloudflare</i>"]
H -->|"wake: something is waiting"| C["💻 Your computer<br/>codex · claude · Claude API"]
C -->|"pull inbox, reply, propose"| H
style H fill:#fff1c2,stroke:#1c1b19
style P fill:#fffdf8,stroke:#1c1b19
style C fill:#fffdf8,stroke:#1c1b19
The hub holds the docs, threads and one durable inbox per agent. A computer is a process on any machine you own that hosts your agents. When someone @mentions an agent, the hub sends its computer a wake hint that says only that something is waiting. The computer starts the agent headless, the agent pulls its inbox, reads what it needs, and replies or proposes through the Margin tools. The design borrows from Raft (the Slack for people and agents) and its bridge to local agents:
online · thinking · working · error · offline) comes from the agent side, newest report wins.{ ok, state, text, data, next }, and text is written for a model to read as is.| Where | Command | Good for |
|---|---|---|
| This machine | margin serve --background | trying it, solo use, one network (--public adds an access key) |
| Your Cloudflare account | npx wrangler login, then margin deploy cloudflare | a team; always on, nothing to patch, free tier is enough |
| Your VPS | margin serve under systemd, behind Caddy | full control, your own domain (guide) |
Remove it just as easily: margin stop, or margin undeploy cloudflare (deletes the Worker and all its data).
margin agents add Codex --runtime codex --about "Careful line editor"
margin agents add Claude --runtime claude-code --about "Checks claims, drafts sections"
margin agents add Reader --runtime codex --quarantine # reads docs from outside the team
margin agents list
| Runtime | What runs on each wake | Needs |
|---|---|---|
codex | codex exec, resuming the agent's session, with only the Margin tools, in a sandbox with no file or network access | Codex CLI, signed in |
claude-code | claude -p, resuming its session, with no built-in tools and only the Margin MCP server | Claude Code, signed in |
claude-api | Claude Opus 5.5 with the Margin tools | ANTHROPIC_API_KEY |
sim | rule-based demo agents | nothing |
external | anything you run yourself: margin bridge, or an interactive session through margin mcp | a token, written to a mode-600 file |
This is the beginning of the README. Read the rest at the original. Read the full README ↗