evaluating-llms-harness
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
- License 许可
- MIT
- 最近更新
- 2026-11-09
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01 前言 Front Matter
- name
- google-admin-automation
- requires
- { "mcp": [ "rube" ] }
- description
- Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases. Always search tools first for current schemas.
02 资源文件 4
- 参考文档references/api-evaluation.md10.9 KB
- 参考文档references/benchmark-guide.md10.5 KB
- 参考文档references/custom-tasks.md12.8 KB
- 参考文档references/distributed-eval.md11.2 KB
03 SKILL.md 正文
Google Workspace Admin Automation via Rube MCP
Manage Google Workspace users, groups, memberships, and organizational settings programmatically using Rube MCP (Composio).
Toolkit docs: composio.dev/toolkits/google_admin
Prerequisites
- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
- Active connection via
RUBE_MANAGE_CONNECTIONSwith toolkitgoogle_admin - Google Workspace admin privileges for the authenticated account
- Always call
RUBE_SEARCH_TOOLSfirst to get current tool schemas
Setup
Get Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.
- Verify Rube MCP is available by confirming
RUBE_SEARCH_TOOLSresponds - Call
RUBE_MANAGE_CONNECTIONSwith toolkitgoogle_admin - If connection is not ACTIVE, follow the returned auth link to complete setup
- Confirm connection status shows ACTIVE before running any workflows
Core Workflows
1. List All Users
Use GOOGLE_ADMIN_LIST_USERS to retrieve Google Workspace users with optional filtering and pagination.
Tool: GOOGLE_ADMIN_LIST_USERS
Parameters:
- customer: Customer ID or "my_customer" (default)
- domain: Domain to list users from
- query: Filter string (e.g., "orgName=Engineering", "isSuspended=false")
- max_results: Maximum results (1-500, default 100)
- order_by: Sort by "email", "givenName", or "familyName"
- sort_order: "ASCENDING" or "DESCENDING"
- page_token: Pagination token
2. Create a New User
Use GOOGLE_ADMIN_CREATE_USER to provision a new Google Workspace account.
Tool: GOOGLE_ADMIN_CREATE_USER
Parameters:
- primary_email (required): User's email (e.g., "john.doe@company.com")
- given_name (required): First name
- family_name (required): Last name
- password (required): Password meeting domain requirements
- org_unit_path: Organizational unit (default: "/")
- change_password_at_next_login: Force password change (default: true)
- recovery_email: Recovery email address
- recovery_phone: Recovery phone number
- suspended: Whether account starts suspended (default: false)
3. List and Manage Groups
Use GOOGLE_ADMIN_LIST_GROUPS to list groups, and GOOGLE_ADMIN_CREATE_GROUP to create new ones.
Tool: GOOGLE_ADMIN_LIST_GROUPS
Parameters:
- customer: "my_customer" (default)
- domain: Filter by domain
- query: Filter (e.g., "name=Engineering*")
- max_results: Max results (1-200)
- order_by: Sort by "email"
- page_token: Pagination token
Tool: GOOGLE_ADMIN_CREATE_GROUP
Parameters:
- email (required): Group email address (e.g., "engineering@company.com")
- name (required): Display name (e.g., "Engineering Team")
- description: Group purpose description
4. Add Users to Groups
Use GOOGLE_ADMIN_ADD_USER_TO_GROUP to manage group membership.
Tool: GOOGLE_ADMIN_ADD_USER_TO_GROUP
Parameters:
- group_key (required): Group email or ID
- user_key (required): User email or ID to add
- role: "MEMBER" (default), "MANAGER", or "OWNER"
5. Suspend or Unsuspend Users
Use GOOGLE_ADMIN_SUSPEND_USER to toggle user account suspension.
Tool: GOOGLE_ADMIN_SUSPEND_USER
Parameters:
- user_key (required): User's email or unique ID
- suspended: true to suspend, false to unsuspend (default: true)
- suspension_reason: Reason for suspension (optional)
6. Get User or Group Details
Use GOOGLE_ADMIN_GET_USER or GOOGLE_ADMIN_GET_GROUP to retrieve detailed information.
Tool: GOOGLE_ADMIN_GET_USER
Parameters:
- user_key (required): User's email or unique ID
Tool: GOOGLE_ADMIN_GET_GROUP
Parameters:
- group_key (required): Group's email or unique ID
Common Patterns
- Onboarding workflow: Use
GOOGLE_ADMIN_CREATE_USERto provision the account, thenGOOGLE_ADMIN_ADD_USER_TO_GROUPto add them to relevant groups. - Offboarding workflow: Use
GOOGLE_ADMIN_SUSPEND_USERto disable access, orGOOGLE_ADMIN_DELETE_USERfor permanent removal. - Audit group membership: Use
GOOGLE_ADMIN_LIST_GROUPSto find groups, thenGOOGLE_ADMIN_LIST_GROUP_MEMBERSto review members. - Bulk user management: List users with
GOOGLE_ADMIN_LIST_USERSand filter queries, then iterate for updates. - Add email aliases: Use
GOOGLE_ADMIN_ADD_USER_ALIASto add alternative email addresses for a user. - Look up user details: Use
GOOGLE_ADMIN_GET_USERto retrieve full profile information before making changes.
Known Pitfalls
- Admin privileges required: All tools require the authenticated user to have Google Workspace administrator privileges. Non-admin accounts will receive permission errors.
- Delete is permanent:
GOOGLE_ADMIN_DELETE_USERpermanently removes a user account. This action cannot be undone. - user_key accepts email or ID: The
user_keyparameter accepts both the user's primary email address and their unique numeric user ID. - Group membership replaces: When adding to groups, the
roleparameter controls the member's role. There is no "update role" -- remove and re-add to change roles. - Customer ID: Use
"my_customer"as thecustomerparameter for the authenticated user's organization. Specific customer IDs look likeC01abc123. - Pagination: Both user and group list endpoints may return paginated results. Always check for
page_tokenin responses for complete results. - Password requirements:
GOOGLE_ADMIN_CREATE_USERrequires a password that meets the domain's password policy. Weak passwords will be rejected.
Quick Reference
| Action | Tool | Key Parameters |
|---|---|---|
| List users | GOOGLE_ADMIN_LIST_USERS |
customer, domain, query, max_results |
| Get user details | GOOGLE_ADMIN_GET_USER |
user_key |
| Create user | GOOGLE_ADMIN_CREATE_USER |
primary_email, given_name, family_name, password |
| Delete user | GOOGLE_ADMIN_DELETE_USER |
user_key |
| Suspend user | GOOGLE_ADMIN_SUSPEND_USER |
user_key, suspended |
| Add user alias | GOOGLE_ADMIN_ADD_USER_ALIAS |
(see full schema via RUBE_SEARCH_TOOLS) |
| List groups | GOOGLE_ADMIN_LIST_GROUPS |
customer, domain, query |
| Get group details | GOOGLE_ADMIN_GET_GROUP |
group_key |
| Create group | GOOGLE_ADMIN_CREATE_GROUP |
email, name, description |
| Add to group | GOOGLE_ADMIN_ADD_USER_TO_GROUP |
group_key, user_key, role |
| List group members | GOOGLE_ADMIN_LIST_GROUP_MEMBERS |
(see full schema via RUBE_SEARCH_TOOLS) |
Powered by Composio
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