opengeni: Skill for Claude Code

.agents/skills/run-opengeni/SKILL.md

run-opengeni is a skill for Claude Code, Codex from Cloudgeni-ai/opengeni. It costs 55 tokens per session (340 once invoked), scanned A, original, Apache-2.0.

A setup guide for running the OpenGeni application from a local checkout. It covers the required runtime, local services, startup commands, browser check, and where to connect a model.

In plain words
What is it for?
Use it to clone or reuse OpenGeni, install the required Bun version, prepare Docker or local service tools, start the development stack, open its web address, and stop it safely.
Why use it?
It removes guesswork from preparing the development environment and makes clear when the app is running but no model connection is configured. It also gives separate steps for common operating systems.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is Cloudgeni-ai/opengeni's own configuration. It tells Claude Code and Codex how to work on opengeni itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything opengeni configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Cloudgeni-ai/opengeni. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Cloudgeni-ai/opengeni/main/.agents/skills/run-opengeni/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Cloudgeni-ai/opengeni

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for run-opengeni

README.md
[![agentmods](https://agentmods.dev/badge/skills/cloudgeni-ai/opengeni/run-opengeni/github.svg)](https://agentmods.dev/skills/cloudgeni-ai/opengeni/run-opengeni)
Your own site
<a href="https://agentmods.dev/skills/cloudgeni-ai/opengeni/run-opengeni"><img src="https://agentmods.dev/badge/skills/cloudgeni-ai/opengeni/run-opengeni/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.

agentmods 80×15 button for run-opengeni

Your own site · 80×15
<a href="https://agentmods.dev/skills/cloudgeni-ai/opengeni/run-opengeni"><img src="https://agentmods.dev/badge/skills/cloudgeni-ai/opengeni/run-opengeni.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 340 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00055 $0.00340
Opus 5.5 $0.00022 $0.00136
Sonnet 5.5 $0.00011 $0.00068
Haiku 4.5 $0.00006 $0.00034

Measured 13d ago against content hash 08a725b3db49, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

run-opengeni 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.

.agents/skills/run-opengeni/SKILL.md · 19 lines

What it actually says

Run Opengeni

Get Opengeni running with the repository defaults. Make routine setup decisions yourself; the user can customize it once it works.

  1. Clone https://github.com/Cloudgeni-ai/opengeni or use the existing checkout. Install the Bun version in .bun-version. On Windows, run setup inside WSL2; on macOS, have Docker running.
  2. Run bun run dev:check and resolve the prerequisites it reports. On Linux without Docker, bun run dev:tools -- --install installs the local service tools; PostgreSQL 17 with pgcrypto and pgvector needs host packages. See docs/local-development.md for platform-specific help.
  3. Run bun run dev. It prepares the checkout and starts the app. Wait for Opengeni dev stack ready and keep it running.
  4. Open the printed web URL and check that the app renders. If a model connection is available, send a message and ask the agent to run a simple command to confirm it works. Otherwise, show the user where to connect one under Settings → Models.

Give the user the working app URL and any remaining setup step. To stop, interrupt bun run dev, then run bun run dev:down. To start again, run bun run dev.

Changes

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.

  1. 13d ago Changed 08a725b3db49
  2. 28d ago First seen · 19 lines · 55 tokens per session scan A 55c0219a556e

Subscribe to this mod's changes

run-opengeni is a skill published in the GitHub repository Cloudgeni-ai/opengeni (205 stars, last pushed today), licensed Apache-2.0. It adds 55 tokens to every session and 340 once invoked, about $0.0002 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 2026-09-24.

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