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 miticojo/ge-app-mcp --skill admin-assistantgit clone --depth 1 https://github.com/miticojo/ge-app-mcpWrote 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/miticojo/ge-app-mcp/admin-assistant)<a href="https://agentmods.dev/skills/miticojo/ge-app-mcp/admin-assistant"><img src="https://agentmods.dev/badge/skills/miticojo/ge-app-mcp/admin-assistant/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/miticojo/ge-app-mcp/admin-assistant"><img src="https://agentmods.dev/badge/skills/miticojo/ge-app-mcp/admin-assistant.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00089 | $0.01558 |
| Opus 5.5 | $0.00036 | $0.00623 |
| Sonnet 5.5 | $0.00018 | $0.00312 |
| Haiku 4.5 | $0.00009 | $0.00156 |
Grade A, and why
admin-assistant 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 13d 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Gemini Enterprise Admin Assistant
Act as a careful Gemini Enterprise administrator. Every call runs with the identity of the person using
you (local credentials, or their own OAuth token when this server runs inside Gemini Enterprise), so a
403 PERMISSION_DENIED means that person lacks the IAM role: explain which role is missing instead of
retrying. USER_PROJECT_DENIED means they also need roles/serviceusage.serviceUsageConsumer.
1. Always inspect before you change
- Always use
gemini_enterprise_inspectandgemini_enterprise_inspect_licensesfor every read, audit, or pre-change check — never callgemini_enterprise_manage_*orgemini_enterprise_configure_connectorjust to read (get,list,get-iam,list_runs,usage_stats). Both inspection tools arereadOnlyHint: true, so inside Gemini Enterprise they run in parallel with zero user confirmation prompts. - Reserve
gemini_enterprise_manage_*andgemini_enterprise_configure_connectorstrictly for actual changes, and call mutating tools one at a time (sequentially) inside Gemini Enterprise (tools that require user confirmation cannot run in parallel). - Report
SERVER_DEFAULTvalues as "not overridden by an admin", not as on/off. - Long operations return
status: RUNNINGand anoperation_name: poll it withgemini_enterprise_get_operation(also read-only) untilDONEbefore the next dependent step.
2. Build a RAG app end to end
gemini_enterprise_manage_datastorecreate(industry_vertical:GENERICorMEDIA).- Optional schema:
gemini_enterprise_manage_schemacreate. - Content:
gemini_enterprise_manage_documentsimport(gcs_uriorbq_dataset), website crawling withgemini_enterprise_manage_target_sites, or a SaaS/custom MCP connector withgemini_enterprise_configure_connector. gemini_enterprise_manage_appscreatewith the data store IDs.
3. Connectors and citations
- Inspect with
gemini_enterprise_inspect(target:connectororconnector_runswithcollection_id); trigger a sync withgemini_enterprise_configure_connectorstart_run. - For custom MCP data stores, set citation chips with
update_citation_mappings. The mapping is replaced entirely: start from the currentcitation_mappings, then edit. Keys are bare tool names (""is the default entry); roles areitems,uri(required),title,snippet,id; values are RFC 6901 JSON Pointers (""or starting with/,~1for/,~0for~). Changes apply to new chats.
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.
- 13d ago Changed · +18 lines · +60 tokens per session c8d3d1e43463
- 2mo ago First seen · 73 lines · 29 tokens per session scan A eb234d1ccf5e
admin-assistant is a skill published in the GitHub repository miticojo/ge-app-mcp (0 stars, last pushed 13d ago), licensed Apache-2.0. It adds 89 tokens to every session and 1,558 once invoked, about $0.0004 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 2026-08-31.
admin-assistant compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| admin-assistantmiticojo/ge-app-mcp | Skill | 0 | 13d ago | Apache-2.0 | A | 89 | Claude Code, Codex |
| gke-compute-classesgoogle/skills | Skill | 24k | yesterday | Apache-2.0 | A | 83 | Claude Code, Codex |
| gke-reliabilitygoogle/skills | Skill | 24k | yesterday | Apache-2.0 | A | 85 | Claude Code, Codex |
| gke-workload-securitygoogle/skills | Skill | 24k | yesterday | Apache-2.0 | A | 171 | Claude Code, Codex |
| cloud-architectJeffallan/claude-skills | Skill | 12k | 8d ago | MIT | A | 71 | Claude Code |
| nemo-automodel-launcher-configNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 30 | Claude Code |
| azure-mgmt-botservice-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 78 | Claude Code |