WordやExcel、PowerPointなどの添付文書を、外部サービスへアップロードせずMarkdownに変換できるよう、NanoClawのエージェント実行環境を整えます。
- 添付された業務文書を読んで要約したいとき
- 文書を外部へ送らず変換したいとき
- 文字情報を含むPDFのテキスト抽出
NanoClawのグループでCursorを実行基盤として使えるよう、導入と認証を進めます。ローカルSDKでの計画作成、MCPツール利用、会話の再開に対応します。
Use Cursor (local Agent SDK) as a full agent provider — planning, tool orchestration, MCP tools, session resume — alongside or instead of Claude. Cursor-account sign-in or API key, held by the credential gateway. Per-group via `ncl groups config update --provider cursor`. Distinct from using Cursor as a cloud agent (those run on Cursor VMs and are not this provider).
NanoClawにCursorの実行基盤を追加し、グループ単位でClaudeと切り替えて使えるようにします。必要なファイルと@cursor/sdkの導入、ビルド、テスト、認証を案内します。コンテナ内のローカルSDKで計画作成、MCPツールの呼び出し、応答の逐次表示、会話の再開を扱い、認証情報は専用のゲートウェイで保持します。
既存のNanoClaw環境でCursorを使いたいときや、特定のグループだけ実行基盤を変更したいときに向いています。認証切れ、古いコンテナイメージ、再起動後に会話を継続できない問題の確認手順も含みます。
対応するNanoClawの契約バージョンと共有会話アーカイブ、CursorアカウントまたはAPIキーが必要です。ローカルイメージのビルドとホストサービスの再起動を伴います。APIキーはチャットへ入力しません。Cursorのクラウドエージェントとは別方式で、--effortは無視され、--speedは使えません。
この紹介文は、公開されている SKILL.md をもとに AI(OpenAI Codex)が作成しました。正確な仕様は下の原文を確認してください。
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Shortcut:
pnpm exec tsx setup/index.ts --step provider-auth cursorperforms this whole install (payload files, barrels, SDK pin, image rebuild) plus auth in one command. The steps below are the same operations, for agent-driven or manual application.
NanoClaw selects each group's agent backend from container_configs.provider (default claude). This skill installs the Cursor provider: copy the payload from this skill's payload/, append one import to each of the five provider and contract barrels, pin @cursor/sdk in the agent-runner tree, rebuild, then run the auth walk-through.
The provider runs @cursor/sdk in-process inside the container (Agent.create / resume / send): native streaming, MCP tools, a local agent store (the continuation is a Cursor agentId). It integrates through the provider contracts only — a data-only host contract declares the composed AGENTS.md, the per-group .cursor-shared state volume at ~/.cursor, the two Cursor-native skill directories and the Cursor model domains; the runtime contract declares the execution stance, model mapping, memory hooks, MCP mapping, and archives each exchange into conversations/ through core's shared exchange archive.
Credentials stay in the credential gateway selected by NANOCLAW_GATEWAY_PROVIDER. The container only ever sees the placeholder CURSOR_API_KEY=cursor_placeholder_nanoclaw, which the SDK sends as a bearer header. Setup stores the key for two exact routes: api2.cursor.sh/auth/exchange_user_api_key, where the SDK swaps it for a short-lived runtime token, and api.cursor.com/v1/models, for model discovery. The runtime token stays in the SDK's memory and rides the same gateway proxy on the agent's Connect RPCs to api2.cursor.sh, which the gateway leaves untouched because the key is scoped to the exchange path. The payload ships cursor.gateway-proxy.test.ts, which proves every request of a real SDK run transits the proxy carrying nothing but the placeholder. Never put a key in chat.
The mechanical steps under Install carry nc: directive fences: an agent reads the prose and applies them, and a parser can apply them deterministically from the same document. Every directive is idempotent, so the whole skill is safe to re-run; anything a parser can't apply falls back to the prose beside it.
Install and refresh require host contract version 1, credential-connection seam version 2 or later (path-scoped credentials), and core's shared exchange archive (container/agent-runner/src/provider-contracts/exchange-archive.ts). The compatibility predicate below guards every later step, so an unsupported core receives no partial payload or dependency changes. If it prints no, stop and tell the operator to run /update-nanoclaw first.
node -e "const fs=require('fs'); const r=(f)=>fs.existsSync(f)?fs.readFileSync(f,'utf8'):''; if(/PROVIDER_HOST_CONTRACT_SEAM_VERSION = 1/.test(r('src/provider-contracts/registry.ts')) && /PROVIDER_CREDENTIAL_CONNECTION_SEAM_VERSION = ([2-9]|[1-9][0-9])/.test(r('setup/gateways/credential-store.ts')) && /export function archiveProviderExchange/.test(r('container/agent-runner/src/provider-contracts/exchange-archive.ts'))) console.log('yes'); else console.log('no')"
Copy only the files listed below from this skill's payload/ to the matching paths at the project root. These are skill-owned files; overwrite them together when refreshing the skill. The host files are the data-only host contract, the env adapter and their guards; the container files are the provider runtime (turn loop, event mapping, hooks.json writer), the runtime contract, the memory hook adapter, the host-side login helper, and their guards — including the conformance test the verifier requires and the gateway-proxy proof; the setup file is the picker entry and auth walk-through.
payload/src/providers/cursor.ts -> src/providers/cursor.ts
payload/src/providers/cursor-registration.test.ts -> src/providers/cursor-registration.test.ts
payload/src/providers/cursor-host-contribution.test.ts -> src/providers/cursor-host-contribution.test.ts
payload/src/provider-contracts/cursor.ts -> src/provider-contracts/cursor.ts
payload/container/agent-runner/src/providers/cursor.ts -> container/agent-runner/src/providers/cursor.ts
payload/container/agent-runner/src/providers/cursor-auth.ts -> container/agent-runner/src/providers/cursor-auth.ts
payload/container/agent-runner/src/providers/cursor-hook.ts -> container/agent-runner/src/providers/cursor-hook.ts
payload/container/agent-runner/src/providers/cursor-gateway-probe.ts -> container/agent-runner/src/providers/cursor-gateway-probe.ts
payload/container/agent-runner/src/providers/cursor-registration.test.ts -> container/agent-runner/src/providers/cursor-registration.test.ts
payload/container/agent-runner/src/providers/cursor.factory.test.ts -> container/agent-runner/src/providers/cursor.factory.test.ts
payload/container/agent-runner/src/providers/cursor-auth.test.ts -> container/agent-runner/src/providers/cursor-auth.test.ts
payload/container/agent-runner/src/providers/cursor-hook.test.ts -> container/agent-runner/src/providers/cursor-hook.test.ts
payload/container/agent-runner/src/providers/cursor.poll-loop.test.ts -> container/agent-runner/src/providers/cursor.poll-loop.test.ts
payload/container/agent-runner/src/providers/cursor.conformance.test.ts -> container/agent-runner/src/providers/cursor.conformance.test.ts
payload/container/agent-runner/src/providers/cursor.gateway-proxy.test.ts -> container/agent-runner/src/providers/cursor.gateway-proxy.test.ts
payload/container/agent-runner/src/provider-contracts/cursor.ts -> container/agent-runner/src/provider-contracts/cursor.ts
payload/setup/providers/cursor.ts -> setup/providers/cursor.ts
payload/setup/providers/cursor.test.ts -> setup/providers/cursor.test.ts
payload/setup/providers/cursor-registration.test.ts -> setup/providers/cursor-registration.test.ts
Append import './cursor.js'; once to each of the five setup, provider, and contract barrels below. Keep all existing imports. Each barrel-registration test imports its real barrel and asserts cursor is registered.
import './cursor.js';
import './cursor.js';
import './cursor.js';
import './cursor.js';
import './cursor.js';
The container talks to Cursor through @cursor/sdk, not a CLI binary. Pin the exact version in the agent-runner tree (Bun, not the host pnpm workspace — @cursor/sdk must not enter the host lockfile). Do not add a Cursor CLI to container/cli-tools.json.
@cursor/sdk@1.0.28
pnpm run build
cd container/agent-runner && bun run typecheck
pnpm exec vitest run src/providers/cursor-registration.test.ts src/providers/cursor-host-contribution.test.ts setup/providers
cd container/agent-runner && bun test --isolate src/providers/cursor*.test.ts
pnpm exec tsx scripts/provider-contract-verifier.ts --required-declared cursor
The verifier runs the host and runtime contract suites (registration, conformance, the gateway-proxy proof) and checks the host and runtime contract inventories agree. It goes red if a barrel line is missing, a barrel fails to evaluate, the payload is broken, or @cursor/sdk is not installed.
Build the local image. The SDK dependency requires a full local build.
./container/build.sh build
pnpm exec tsx setup/index.ts --step provider-auth cursor
The same walk-through fresh installs get from the setup picker: sign in with a Cursor account (browser or URL), or enter a Cursor API key into the local masked prompt. Account sign-in runs the host-side helper (bun container/agent-runner/src/providers/cursor-auth.ts), which uses Cursor.auth.login({ store: null }) to mint an expiring NanoClaw key into a mode-0600 handoff file; setup hands it to the credential gateway and deletes the file. The key is never printed, placed in process arguments, or sent through chat. The flow stores the key for those two routes, short-circuits only when the gateway already holds both, and finishes with the install check.
OAuth-minted keys default to 90 days; dashboard and service-account keys last until revoked. Prefer a dashboard or service-account key for unattended installs. To replace an expired or revoked key, remove both entries (Cursor for api2.cursor.sh/auth/exchange_user_api_key, Cursor models for api.cursor.com/v1/models) with your gateway's own tools, then re-run the provider-auth command.
After installing on a running NanoClaw host, restart the host service first so it loads the Cursor registration (Linux: systemctl --user restart nanoclaw-v2-<install-slug>.service; macOS: its launchd restart). A host that still runs the old build spawns Cursor groups without the Cursor state volume, so continuations would not survive a container restart.
Then, per group:
ncl groups config update --id <group-id> --provider cursor
ncl groups restart --id <group-id>
Switching is an operator action — run it from the host. Every provider uses the
same memory/ tree, so memory carries across automatically. Run
/migrate-memory only when upgrading a group that still has legacy .seed.md,
CLAUDE.local.md, or unindexed imported memory. See
docs/provider-migration.md.
--model selects the Cursor model (default composer-2.5). Cursor exposes no reasoning-effort or speed knob the container can map, so --effort is ignored and --speed is not accepted for cursor groups.
New groups are created on the instance default (DEFAULT_AGENT_PROVIDER in .env, or claude when unset). Installing this skill wires cursor in but does NOT change that default — "installed" is not "authenticated", so the default stays claude until you opt in explicitly.
After install, ask the operator before flipping it:
"Cursor is installed. Default new agent groups to cursor? Existing groups keep their current provider."
On yes — set it, then restart the host service as in Use it above so it takes effect:
pnpm exec tsx setup/index.ts --step set-env -- --key DEFAULT_AGENT_PROVIDER --value cursor
This affects only groups created afterward. Per-group ncl groups config update --provider still overrides the default in either direction.
grep 'Container exited non-zero' logs/nanoclaw.error.log — the stderrTail carries the reason (e.g. Unknown provider: cursor. Registered: claude means the barrels aren't wired in the running build).pnpm exec tsx setup/index.ts --step provider-auth cursor. Prefer a dashboard or service-account key for unattended installs.@cursor/sdk missing inside the container: the image predates the pin — re-run ./container/build.sh build.HTTPS_PROXY and the gateway CA, and the provider pins HTTP/1.1. The one path that cannot be proxied is an HTTP/2 Connect transport (node:http2 ignores HTTPS_PROXY), which the SDK selects only when Cursor's server-side http2Config forces HTTP/2 over the client pin. While a proxy is configured the provider refuses that path client-side: the run fails with Cursor SDK attempted an HTTP/2 connection to <authority> that would bypass the configured proxy; refusing instead of the agent's runtime token (never the stored key) leaving the container directly. Seeing that error means Cursor is forcing HTTP/2 — check Cursor's status and retry later; do not remove the proxy. The operator-side layer is core's NANOCLAW_EGRESS_LOCKDOWN=true: the container runs on an internal Docker network whose only hop is the gateway, so any bypass attempt fails at the network as well.To remove the provider, follow REMOVE.md.
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WordやExcel、PowerPointなどの添付文書を、外部サービスへアップロードせずMarkdownに変換できるよう、NanoClawのエージェント実行環境を整えます。
Atomic Chatで動くローカルモデルを、NanoClawのエージェントから呼び出せるようにするスキル。モデル一覧の取得と文章生成のためのMCP接続を追加します。
NanoClawのエージェントやセッションをブラウザーで一覧し、メッセージ活動のグラフ、ログ、スキル関連ファイルを確認できる読み取り専用ダッシュボードを追加するスキル。
NanoClawで計画立案やツール操作を担うエージェントとしてCodexを追加します。グループごとにClaudeと切り替え、会話履歴の保持や再開にも対応します。
NanoClawにローカル監視画面を追加し、エージェントやセッション、通信状況を一覧で確認できます。トークン使用量、会話の文脈使用量、ログの表示も整えます。
NanoClawにDeltaChatの連携を追加し、メールを使ったエンドツーエンド暗号化チャットで、エージェントとの個別会話やグループでのやり取り、ファイル送受信を行えるようにします。