{
  "markdown": "# Zilliz Cloud Plugin for Claude Code & OpenAI Codex\n\nYour Zilliz Cloud console in your AI coding agent. This plugin lets Claude Code or OpenAI Codex operate the `zilliz-cli`, bringing the full power of [Zilliz Cloud](https://zilliz.com/) — cluster management, collection operations, vector search, RBAC, backups, and more — into your terminal through natural language.\n\nIt ships as a **dual-format plugin** living in `plugins/zilliz/`: `.claude-plugin/plugin.json` for Claude Code and `.codex-plugin/plugin.json` for Codex, sharing one real `skills/` directory — no symlinks, no duplication. Both root `.claude-plugin/marketplace.json` and `.agents/plugins/marketplace.json` point their plugin source at `./plugins/zilliz`.\n\n## What It Does\n\nInstead of memorizing CLI commands or switching to the web console, just describe what you want:\n\n- \"Create a serverless cluster in us-east-1 and set up a collection with 768-dimension vectors\"\n- \"Search for similar items in my product collection with filter age > 20\"\n- \"Show me the status of all my clusters and collections\"\n- \"Set up a daily backup policy for my production cluster with 7-day retention\"\n- \"Create a role with read-only access to the analytics collection\"\n- \"Import data from S3 into my embeddings collection\"\n- \"Check the status of my import job\"\n- \"Show me this month's usage and invoices\"\n- \"Spin up a Vector Lake in us-east-1 and create an on-demand cluster with a 30-minute idle TTL\"\n- \"Refresh my external collection from Vector Lake and tell me when the job finishes\"\n\n## Installation\n\n### From Claude Code Marketplace\n\nSearch for **zilliz** in the plugin directory, or add the marketplace manually:\n\n```\n/plugin marketplace add zilliztech/zilliz-plugin\n```\n\n`zilliztech/zilliz-plugin` is the GitHub repo. Once added, the marketplace is\nnamed **`zilliztech`** (from `marketplace.json`) and the plugin is named\n**`zilliz`**. Then install via the Discover tab in `/plugin`.\n\n### Direct Install\n\n```bash\n/plugin install zilliz@zilliztech\n```\n\nThe format is `<plugin>@<marketplace>` — `zilliz@zilliztech`, **not**\n`zilliz@zilliztech/zilliz-plugin` (that repo path is not the marketplace name).\n\n### Upgrading\n\n`/plugin marketplace add` does not refresh an already-added marketplace, and\n`/plugin install` is a no-op if the plugin is already installed. To pull a new\nversion:\n\n```bash\n/plugin marketplace update zilliztech\n/plugin update zilliz@zilliztech\n```\n\n### With OpenAI Codex\n\nCodex reads the same repo via `.agents/plugins/marketplace.json`, which points\nat the self-contained Codex plugin under `plugins/zilliz/` (its real `skills/`\ndirectory is shared with the Claude Code build). Add the marketplace:\n\n```bash\ncodex plugin marketplace add zilliztech/zilliz-plugin\n```\n\nThen open `/plugins` in Codex and install **zilliz** from the marketplace.\n\nAll skills are shared with the Claude Code build; the `quickstart` and `status`\nskills replace the Claude `/zilliz:*` slash commands under Codex.\n\n## Quick Start\n\nAfter installing the plugin:\n\n- **Claude Code:** run `/zilliz:quickstart`\n- **Codex:** invoke the `quickstart` skill (e.g. \"set up the Zilliz CLI\")\n\nThis guides you through installing the CLI, logging in, and connecting to a cluster.\n\n## Commands (Claude Code)\n\n| Command | Description |\n|---------|-------------|\n| `/zilliz:quickstart` | Install CLI, authenticate, and set up cluster context |\n| `/zilliz:status` | Show cluster status, collections, and statistics |\n\nUnder Codex these are available as the `quickstart` and `status` skills below.\n\n## Skills\n\n| Skill | Description |\n|-------|-------------|\n| `zilliz:quickstart` | One-shot onboarding: install CLI, authenticate, select and set cluster context |\n| `zilliz:status` | Overview of context, cluster details, databases, and collections with stats |\n| `zilliz:setup` | Install zilliz-cli, log in, configure credentials, set active cluster context |\n| `zilliz:cluster` | Create, list, describe, delete, suspend, resume, or modify clusters (including `create-vectorlake` for Vector Lake instances) |\n| `zilliz:on-demand-cluster` | Create, list, describe, or delete on-demand (Vector Lake) clusters with auto-suspend TTL |\n| `zilliz:database` | Create, list, describe, or drop databases |\n| `zilliz:collection` | Create, list, describe, drop, rename, load, release, manage aliases, and query per-collection metrics |\n| `zilliz:external-collection` | Trigger, describe, or list refresh jobs for external collections (Vector Lake-backed) |\n| `zilliz:index` | Create, list, describe, or drop indexes |\n| `zilliz:partition` | Create, list, load, release, or drop partitions |\n| `zilliz:vector` | Search, query, insert, upsert, get, or delete vectors |\n| `zilliz:import` | Bulk data import from cloud storage; manage import stages |\n| `zilliz:backup` | Create, list, describe, delete, export, restore backups, or manage backup policies |\n| `zilliz:job` | Track async Cloud Job status (backup, restore, migration, import, clone) |\n| `zilliz:user-role` | Manage database users, roles, passwords, and access privileges |\n| `zilliz:acl` | Cloud-level RBAC: custom org/project roles, member grants, and SCIM group grants |\n| `zilliz:monitoring` | Check cluster status, collection statistics, and load states |\n| `zilliz:billing` | Check usage, view invoices, or manage payment methods |\n| `zilliz:project-region` | Manage projects and storage volumes |\n| `zilliz:privatelink` | Manage PrivateLink endpoint services, endpoints, and whitelist |\n\n## Capabilities\n\n| Area | What You Can Do |\n|------|----------------|\n| **Clusters** | Create, delete, suspend, resume, modify |\n| **Vector Lake** | Create Vector Lake instances; provision, list, describe, and delete on-demand clusters with auto-suspend TTL |\n| **Collections** | Create with custom schema, load, release, rename, drop |\n| **External Collections** | Trigger / describe / list refresh jobs against Vector Lake-backed sources |\n| **Vectors** | Search, query, insert, upsert, delete |\n| **Indexes** | Create, list, describe, drop |\n| **Databases** | Create, list, describe, drop |\n| **Users & Roles** | RBAC setup, privilege management |\n| **Access Control** | Cloud-level RBAC: custom org/project roles with policies, member and SCIM group grants |\n| **Backups** | Create, restore, export, policy management |\n| **Import** | Bulk data import from cloud storage; managed import stages |\n| **Jobs** | Track async operations (backup, restore, migration, import, clone) |\n| **Partitions** | Create, load, release, manage |\n| **Monitoring** | Cluster status, collection stats, load states, cluster and per-collection time-series metrics |\n| **Billing** | Usage, invoices, payment methods |\n| **Projects** | Project and region management |\n| **PrivateLink** | Endpoint services, project endpoints, whitelist management |\n\n## Requirements\n\n- A [Zilliz Cloud](https://cloud.zilliz.com/) account (or local Milvus instance)\n\n## License\n\nApache License 2.0\n",
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