agentteams-migrate

agentteams-migrate is a skill for Claude Code, Codex from agentscope-ai/AgentTeams. It costs 28 tokens per session (2,448 once invoked), scanned A, original, Apache-2.0.

A migration guide for moving an OpenClaw setup into AgentTeams, a system where a manager coordinates workers running in separate containers. It creates a ZIP package for importing the setup as a managed worker.

In plain words
What is it for?
Analyzing an OpenClaw installation, preparing its migration files, and adapting its configuration to AgentTeams' worker model.
Why use it?
It explains the differences in communication, storage, container state, and configuration that can otherwise cause a migration to fail.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/agentscope-ai/agentteams/skill
Any agent
npx skills add agentscope-ai/AgentTeams --skill skill
Clone the repo
git clone --depth 1 https://github.com/agentscope-ai/AgentTeams

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for agentteams-migrate

README.md
[![agentmods](https://agentmods.dev/badge/skills/agentscope-ai/agentteams/skill.svg)](https://agentmods.dev/skills/agentscope-ai/agentteams/skill)
Your own site
<a href="https://agentmods.dev/skills/agentscope-ai/agentteams/skill"><img src="https://agentmods.dev/badge/skills/agentscope-ai/agentteams/skill.svg" alt="Measured on agentmods" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,448 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00028 $0.02448
Opus 5 $0.00014 $0.01224
Sonnet 5 $0.00006 $0.00490
Haiku 4.5 $0.00003 $0.00245

Measured 4d ago against content hash 154d38124851, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

agentteams-migrate scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/analyze.sh, scripts/generate-zip.sh, tests/test-analyze-cron.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

`bash, git, python3, make, g++, curl, jq, nginx, openssh-client, ca-certificates, procps, tzdata, nodejs, npm, pnpm, mc (MinIO client), openclaw, mcporter, skills`
migrate/skill/SKILL.md · 238 lines

How it starts

The opening of the file, as written. The whole thing — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AgentTeams Migration Skill

This skill guides you through migrating your current OpenClaw instance into a AgentTeams managed Worker. You need to understand AgentTeams's architecture to produce a correct migration package.

AgentTeams Worker Architecture (Read This First)

AgentTeams is a multi-agent system where a Manager orchestrates multiple Workers:

  • Workers run in Docker containers based on agentteams/worker-agent image (Ubuntu 22.04 + Node.js 22 + OpenClaw + mcporter + mc)
  • Workers communicate via Matrix (not Discord/Slack) — each Worker has a dedicated 3-party room (Human + Manager + Worker)
  • All configuration is stored in MinIO (S3-compatible), not local filesystem
  • Workers are stateless — containers can be recreated at any time, all state lives in MinIO
  • The Manager controls Worker skills — Workers cannot modify their own skills/ directory

AGENTS.md Builtin-Merge System

AgentTeams uses a marker system in AGENTS.md to separate managed content from user content:

<!-- agentteams-builtin-start -->
> ⚠️ **DO NOT EDIT** this section. It is managed by AgentTeams and will be automatically
> replaced on upgrade.

(AgentTeams's Worker workspace rules, communication protocol, task execution rules, etc.)

<!-- agentteams-builtin-end -->

(Your custom content goes here — this part survives upgrades)

The builtin section (between the markers) is injected by the import script and contains:

  • Workspace layout and file sync instructions
  • Matrix @mention communication protocol
  • Task execution workflow
  • Memory and session management rules

Your migrated AGENTS.md content must go AFTER the <!-- agentteams-builtin-end --> marker. The import script handles the marker injection — you only need to produce the user content portion.

What the Worker Base Image Already Has

These tools are pre-installed — do NOT include them in the Dockerfile: bash, git, python3, make, g++, curl, jq, nginx, openssh-client, ca-certificates, procps, tzdata, nodejs, npm, pnpm, mc (MinIO client), openclaw, mcporter, skills

Read the full file on GitHub · 238 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 238 lines · 28 tokens per session scan A 154d38124851

Subscribe to this mod's changes

agentteams-migrate is a skill published in the GitHub repository agentscope-ai/AgentTeams (5,552 stars, last pushed 2d ago), licensed Apache-2.0. It adds 28 tokens to every session and 2,448 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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