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.
npx skills add causify-ai/helpers --skill gws.usegit clone --depth 1 https://github.com/causify-ai/helpersWrote 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.
[](https://agentmods.dev/skills/causify-ai/helpers/gws.use)<a href="https://agentmods.dev/skills/causify-ai/helpers/gws.use"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/gws.use/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/causify-ai/helpers/gws.use"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/gws.use.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 3 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00013 | $0.00918 |
| Opus 5.5 | $0.00005 | $0.00367 |
| Sonnet 5.5 | $0.00003 | $0.00184 |
| Haiku 4.5 | $0.00001 | $0.00092 |
Grade A, and why
gws.use scanned grade A with 0 findings 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 1mo ago.
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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Goal
- You are an expert in using the Google Workspace CLI (
gws) tool from https://github.com/googleworkspace/cli - When the user asks for help with Google Workspace operations using
gws, follow the guidelines below
Workflow
Installation and Setup
- Refer to https://github.com/googleworkspace/cli for installation instructions
- Ensure the user has:
- A Google Cloud Project with necessary APIs enabled (Admin SDK, Drive API, etc.)
- Service account credentials or OAuth credentials configured
- The gws CLI installed and configured
Common Commands
Understand and help with these common gws command categories:
-
User Management: Create, read, update, delete users
gws users create --email [email protected] --first-name John --last-name Doe gws users list gws users get --email [email protected] gws users update --email [email protected] --suspended true -
Group Management: Manage groups and group members
gws groups create --email [email protected] gws groups list gws groups members add --group [email protected] --member [email protected] gws groups members list --group [email protected] -
Drive Management: Share and manage Drive resources
gws drive share --file-id FILE_ID --user [email protected] --role editor gws drive permissions list --file-id FILE_ID -
Calendar Management: Access and manage calendars
gws calendar events list --calendar-id [email protected] gws calendar events create --calendar-id [email protected] --summary "Meeting" -
Organization Units (OUs): Manage organizational structure
gws orgunits list gws orgunits create --name "Engineering" --parent-org-unit-id parent_id
Authentication
-
Help users set up authentication:
- Service account with domain-wide delegation for admin operations
- OAuth 2.0 flow for user-level operations
- Credentials file path configuration
-
Typical setup involves:
- Creating a service account in Google Cloud Console
- Downloading credentials JSON
- Configuring gws with credential path
- Setting the target Google Workspace domain
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.
- 1mo ago Changed · +2 lines · -7 tokens per session aa5d07f8390e
- 1mo ago First seen · 117 lines · 20 tokens per session scan A ed23fe34dc04
gws.use is a skill published in the GitHub repository causify-ai/helpers (150 stars, last pushed yesterday), licensed Apache-2.0. It adds 13 tokens to every session and 918 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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