OpenClawでAIエージェントを作成する
Published:
AIエージェントとは
AI Agent（AIエージェント）は、次のような性質を持つソフトウェアの総称です。
- 自律的に判断・行動する
単なるチャット返答ではなく、「何をすべきか」を考えて、ツールやAPIを呼んだり、手順を進めたりする。 - ツール・環境とやりとりする
検索、計算、ファイル操作、ブラウザ操作など、外部のツールや環境を使ってタスクを実行する。 - 目標に向かって複数ステップを進める
ユーザーが「〇〇して」と言ったときに、必要な情報を集め、判断し、複数のアクションを組み合わせて完了させる。
OpenClawをEC2インスタンス上で実行する
admin@clawdbot:~$ lsb_release -a
No LSB modules are available.
Distributor ID: Debian
Description: Debian GNU/Linux 13 (trixie)
Release: 13
Codename: trixie
admin@clawdbot:~$ uname -a
Linux clawdbot 6.12.48+deb13-cloud-amd64 #1 SMP PREEMPT_DYNAMIC Debian 6.12.48-1 (2025-09-20) x86_64 GNU/Linux
admin@clawdbot:~$ free -h
total used free shared buff/cache available
Mem: 3.8Gi 313Mi 3.1Gi 484Ki 604Mi 3.5Gi
Swap: 0B 0B 0B
anyenvのインストール
admin@clawdbot:~$ git clone https://github.com/anyenv/anyenv ~/.anyenv
admin@clawdbot:~$ echo 'export PATH="$HOME/.anyenv/bin:$PATH"' >> ~/.bashrc
admin@clawdbot:~$ echo 'eval "$(anyenv init -)"' >> ~/.bashrc
admin@clawdbot:~$ source ~/.bashrc
ANYENV_DEFINITION_ROOT(/home/admin/.config/anyenv/anyenv-install) doesn't exist. You can initialize it by:
> anyenv install --init
admin@clawdbot:~$ anyenv install --init
admin@clawdbot:~$ exec $SHELL -l
admin@clawdbot:~$ anyenv -v
anyenv 1.1.5-1-g5c58783
node環境の構築
admin@clawdbot:~$ anyenv install nodenv
admin@clawdbot:~$ exec $SHELL -l
admin@clawdbot:~$ nodenv -v
nodenv 1.6.2+55.64ee637
Nodeのビルドに必要なパッケージを事前にインストール
admin@clawdbot:~$ sudo apt update && sudo apt install -y \
build-essential \
libssl-dev \
zlib1g-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
curl \
git \
libncursesw5-dev \
xz-utils \
tk-dev \
libxml2-dev \
libxmlsec1-dev \
libffi-dev \
liblzma-dev
node22.22.0をインストール
admin@clawdbot:~$ nodenv install -l | tail
20.20.0
22.22.0
24.13.0
25.4.0
graal+ce-19.2.1
graal+ce_java11-20.0.0
graal+ce_java8-20.0.0
admin@clawdbot:~$ nodenv install 22.22.0
admin@clawdbot:~$ nodenv global 22.22.0
admin@clawdbot:~$ node -v
v22.22.0
npmでopenclawコマンドをインストール
admin@clawdbot:~$ npm install -g openclaw@latest
admin@clawdbot:~$ exec $SHELL -l
admin@clawdbot:~$ openclaw -h
🦞 OpenClaw 2026.2.1 (ed4529e) — I'll butter your workflow like a lobster roll: messy, delicious, effective.
Usage: openclaw [options] [command]
Options:
-V, --version output the version number
--dev Dev profile: isolate state under ~/.openclaw-dev, default gateway port 19001, and shift derived ports (browser/canvas)
--profile <name> Use a named profile (isolates OPENCLAW_STATE_DIR/OPENCLAW_CONFIG_PATH under ~/.openclaw-<name>)
--no-color Disable ANSI colors
-h, --help display help for command
Commands:
setup Initialize ~/.openclaw/openclaw.json and the agent workspace
onboard Interactive wizard to set up the gateway, workspace, and skills
configure Interactive prompt to set up credentials, devices, and agent defaults
config Config helpers (get/set/unset). Run without subcommand for the wizard.
doctor Health checks + quick fixes for the gateway and channels
dashboard Open the Control UI with your current token
reset Reset local config/state (keeps the CLI installed)
uninstall Uninstall the gateway service + local data (CLI remains)
message Send messages and channel actions
memory Memory search tools
agent Run an agent turn via the Gateway (use --local for embedded)
agents Manage isolated agents (workspaces + auth + routing)
acp Agent Control Protocol tools
gateway Gateway control
daemon Gateway service (legacy alias)
logs Gateway logs
system System events, heartbeat, and presence
models Model configuration
approvals Exec approvals
nodes Node commands
devices Device pairing + token management
node Node control
sandbox Sandbox tools
tui Terminal UI
cron Cron scheduler
dns DNS helpers
docs Docs helpers
hooks Hooks tooling
webhooks Webhook helpers
pairing Pairing helpers
plugins Plugin management
channels Channel management
directory Directory commands
security Security helpers
skills Skills management
update CLI update helpers
completion Generate shell completion script
status Show channel health and recent session recipients
health Fetch health from the running gateway
sessions List stored conversation sessions
browser Manage OpenClaw's dedicated browser (Chrome/Chromium)
help display help for command
Examples:
openclaw channels login --verbose
Link personal WhatsApp Web and show QR + connection logs.
openclaw message send --target +15555550123 --message "Hi" --json
Send via your web session and print JSON result.
openclaw gateway --port 18789
Run the WebSocket Gateway locally.
openclaw --dev gateway
Run a dev Gateway (isolated state/config) on ws://127.0.0.1:19001.
openclaw gateway --force
Kill anything bound to the default gateway port, then start it.
openclaw gateway ...
Gateway control via WebSocket.
openclaw agent --to +15555550123 --message "Run summary" --deliver
Talk directly to the agent using the Gateway; optionally send the WhatsApp reply.
openclaw message send --channel telegram --target @mychat --message "Hi"
Send via your Telegram bot.
Docs: docs.openclaw.ai/cli
OpenClawの初期セットアップ
admin@clawdbot:~$ openclaw setup
🦞 OpenClaw 2026.2.1 (ed4529e) — Ship fast, log faster.
Wrote ~/.openclaw/openclaw.json
Workspace OK: ~/.openclaw/workspace
Sessions OK: ~/.openclaw/agents/main/sessions
admin@clawdbot:~$ openclaw onboard
🦞 OpenClaw 2026.2.1 (ed4529e) — I can run local, remote, or purely on vibes—results may vary with DNS.
▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄
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🦞 OPENCLAW 🦞
┌ OpenClaw onboarding
│
◇ Security ──────────────────────────────────────────────────────────────────────────────╮
│ │
│ Security warning — please read. │
│ │
│ OpenClaw is a hobby project and still in beta. Expect sharp edges. │
│ This bot can read files and run actions if tools are enabled. │
│ A bad prompt can trick it into doing unsafe things. │
│ │
│ If you’re not comfortable with basic security and access control, don’t run OpenClaw. │
│ Ask someone experienced to help before enabling tools or exposing it to the internet. │
│ │
│ Recommended baseline: │
│ - Pairing/allowlists + mention gating. │
│ - Sandbox + least-privilege tools. │
│ - Keep secrets out of the agent’s reachable filesystem. │
│ - Use the strongest available model for any bot with tools or untrusted inboxes. │
│ │
│ Run regularly: │
│ openclaw security audit --deep │
│ openclaw security audit --fix │
│ │
│ Must read: https://docs.openclaw.ai/gateway/security │
│ │
├─────────────────────────────────────────────────────────────────────────────────────────╯
Claude ConsoleからAPIキーを入手する
- https://platform.claude.com/settings/keys
とりあえず、5ドル分のTokenを使えるようにしてみたよ。
discordのBOT設定を行う
- https://discord.com/developers/applications
General Infomation
OAuth2
discord botに最小限の権限を持たせるように設定する。
BOT画面
ここからdiscord BOTのtokenを取得します。
設定の検証
admin@clawdbot:~$ openclaw doctor
🦞 OpenClaw 2026.2.1 (ed4529e) — Claws out, commit in—let's ship something mildly responsible.
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🦞 OPENCLAW 🦞
┌ OpenClaw doctor
│
◇ Update ──────────────────────────────────────────────────────────────────────────────────╮
│ │
│ This install is not a git checkout. │
│ Run `openclaw update` to update via your package manager (npm/pnpm), then rerun doctor. │
│ │
├───────────────────────────────────────────────────────────────────────────────────────────╯
│
◇ Create OAuth dir at ~/.openclaw/credentials?
│ Yes
│
◇ State integrity ──────────────────────────────────────────╮
│ │
│ - CRITICAL: OAuth dir missing (~/.openclaw/credentials). │
│ │
├────────────────────────────────────────────────────────────╯
│
◇ Doctor changes ───────────────────────────────╮
│ │
│ - Created OAuth dir: ~/.openclaw/credentials │
│ │
├────────────────────────────────────────────────╯
│
◇ Security ────────────────────────────────────────────────────────────────────────────────╮
│ │
│ - Discord DMs: locked (channels.discord.dm.policy="pairing") with no allowlist; unknown │
│ senders will be blocked / get a pairing code. │
│ Approve via: openclaw pairing list discord / openclaw pairing approve discord <code> │
│ - Run: openclaw security audit --deep │
│ │
├───────────────────────────────────────────────────────────────────────────────────────────╯
│
◇ Skills status ────────────╮
│ │
│ Eligible: 3 │
│ Missing requirements: 46 │
│ Blocked by allowlist: 0 │
│ │
├────────────────────────────╯
│
◇ Plugins ──────╮
│ │
│ Loaded: 2 │
│ Disabled: 28 │
│ Errors: 0 │
│ │
├────────────────╯
│
◇
Discord: ok (@clawdbot) (1114ms)
Agents: main (default)
Heartbeat interval: 30m (main)
Session store (main): /home/admin/.openclaw/agents/main/sessions/sessions.json (1 entries)
- agent:main:main (11m ago)
Run "openclaw doctor --fix" to apply changes.
│
└ Doctor complete.
OpenClawサービスの状態
admin@clawdbot:~$ openclaw status
🦞 OpenClaw 2026.2.1 (ed4529e) — I'll do the boring stuff while you dramatically stare at the logs like it's cinema.
│
◇
│
◇
OpenClaw status
Overview
┌─────────────────┬────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ Item │ Value │
├─────────────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ Dashboard │ http://127.0.0.1:18789/ │
│ OS │ linux 6.12.48+deb13-cloud-amd64 (x64) · node 22.22.0 │
│ Tailscale │ off │
│ Channel │ stable (default) │
│ Update │ pnpm · npm latest 2026.2.1 │
│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 30ms · auth token · clawdbot (172.31.47.185) app unknown linux 6.12.48+deb13- │
│ │ cloud-amd64 │
│ Gateway service │ systemd installed · enabled · running (pid 4428, state active) │
│ Node service │ systemd not installed │
│ Agents │ 1 · 1 bootstrapping · sessions 1 · default main active 13m ago │
│ Memory │ enabled (plugin memory-core) · unavailable │
│ Probes │ skipped (use --deep) │
│ Events │ none │
│ Heartbeat │ 30m (main) │
│ Sessions │ 1 active · default claude-opus-4-5 (200k ctx) · ~/.openclaw/agents/main/sessions/sessions.json │
└─────────────────┴────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
Security audit
Summary: 1 critical · 1 warn · 1 info
CRITICAL Credentials dir is writable by others
/home/admin/.openclaw/credentials mode=775; another user could drop/modify credential files.
Fix: chmod 700 /home/admin/.openclaw/credentials
WARN Reverse proxy headers are not trusted
gateway.bind is loopback and gateway.trustedProxies is empty. If you expose the Control UI through a reverse proxy, configure trusted proxies so local-client c…
Fix: Set gateway.trustedProxies to your proxy IPs or keep the Control UI local-only.
Full report: openclaw security audit
Deep probe: openclaw security audit --deep
Channels
┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ Channel │ Enabled │ State │ Detail │
├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ Discord │ ON │ OK │ token config (MTQ2…UqnA · len 72) · accounts 1/1 │
└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
Sessions
┌────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────┬─────────┬─────────────────┬────────────────┐
│ Key │ Kind │ Age │ Model │ Tokens │
├────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────┼─────────┼─────────────────┼────────────────┤
│ agent:main:main │ direct │ 13m ago │ claude-opus-4-5 │ 14k/200k (7%) │
└────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────┴─────────┴─────────────────┴────────────────┘
FAQ: https://docs.openclaw.ai/faq
Troubleshooting: https://docs.openclaw.ai/troubleshooting
Next steps:
Need to share? openclaw status --all
Need to debug live? openclaw logs --follow
Need to test channels? openclaw status --deep
gatewayサービスの状態
admin@clawdbot:~$ openclaw gateway status
🦞 OpenClaw 2026.2.1 (ed4529e) — Type the command with confidence—nature will provide the stack trace if needed.
│
◇
Service: systemd (enabled)
File logs: /tmp/openclaw/openclaw-2026-02-02.log
Command: /home/admin/.anyenv/envs/nodenv/versions/22.22.0/bin/node /home/admin/.anyenv/envs/nodenv/versions/22.22.0/lib/node_modules/openclaw/dist/index.js gateway --port 18789
Service file: ~/.config/systemd/user/openclaw-gateway.service
Service env: OPENCLAW_GATEWAY_PORT=18789
Config (cli): ~/.openclaw/openclaw.json
Config (service): ~/.openclaw/openclaw.json
Gateway: bind=loopback (127.0.0.1), port=18789 (service args)
Probe target: ws://127.0.0.1:18789
Dashboard: http://127.0.0.1:18789/
Probe note: Loopback-only gateway; only local clients can connect.
Runtime: running (pid 4428, state active, sub running, last exit 0, reason 0)
RPC probe: ok
Troubles: run openclaw status
Troubleshooting: https://docs.openclaw.ai/troubleshooting
初めての自分のAIエージェントとの会話
$MOLTトークンについて
- https://app.uniswap.org/explore/tokens/base/0xB695559b26BB2c9703ef1935c37AeaE9526bab07?inputCurrency=NATIVE
Startaleポートフォリオ
タイトル
- ブログタイトル
タグ
- Product ideas or UX explorations
- Design, visual, or motion work
- Writing, research, or ecosystem analysis
- Code, tools, or technical experiments
- Content, media, or community initiatives
これはなんですか？
なぜ重要ですか？
ブログポスト
- 英語版 : https://www.stardust.box/
- 日本語版 : https://www.stardust.box/
Xスレッド
- 英語版 : https://x.com/stardustdotbox
- 日本語版 : https://x.com/stardustdotbox
ブログ更新コマンド
┌──(stardust✨stardust)-[~/stardustdotbox.github.io]
└─$ git add -A && git commit -m 'OpenClawでAIエージェントを作成する' && git push
参考文献
- https://openclaw.ai/
- https://docs.openclaw.ai/start/getting-started
- https://discord.com/invite/clawd
- https://github.com/openclaw/openclaw
- https://zenn.dev/yujmatsu/articles/20260125_clawdbot_beginners_guide
- https://platform.openai.com/api-keys
- https://discord.com/developers/applications
- https://www.clawhub.com/
- https://www.anthropic.com/
- https://app.uniswap.org/explore/tokens/base/0xB695559b26BB2c9703ef1935c37AeaE9526bab07?inputCurrency=NATIVE
- https://www.moltbook.com/
- https://en.wikipedia.org/wiki/Moltbook
- https://github.com/moltbook
- https://robonet.finance/
- https://www.moltlab.ai/
- https://mich43l.medium.com/openclawd-made-a-game-about-puffer-fish-d6546f3657ba
- https://claw2claw.com/
- https://www.clawsens.us/
- https://madebynathan.com/2026/02/03/self-healing-infrastructure-how-an-ai-agent-manages-my-home-server-2/
- https://madebynathan.com/2026/01/30/moltbook-highlights/