A command-line tool for working with JFrog, a platform for storing software packages and build files. It can upload and download files, run security scans, manage builds and call JFrog's web APIs.

Uploading or downloading artifacts, scanning them for security issues, managing builds and release bundles, configuring JFrog, and calling its REST APIs.

It puts common JFrog tasks in scripts and terminal commands instead of requiring repeated manual work in a web interface. It also provides guidance for logging in and checking the active JFrog environment.

JFrog CLI — Skill for Claude Code and Codex by jfrog/ai-agent-examples

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/jfrog/ai-agent-examples

agentmods

npx agentmods add skills/jfrog/ai-agent-examples/jfrog-cli

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-cli/github.svg)](https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-cli)

Your own site

<a href="https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-cli"><img src="https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-cli/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-cli"><img src="https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,635 The whole file, excluding the scripts and references it only reads on demand.

Security scan B 2 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.

Model	Per session	Once invoked
Fable 5.1	$0.00088	$0.01635
Opus 5.5	$0.00035	$0.00654
Sonnet 5.5	$0.00018	$0.00327
Haiku 4.5	$0.00009	$0.00163

Measured 1mo ago against content hash 7bb95d0aff72, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

JFrog CLI scanned grade B with 2 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.

Downloads and executes remote codemediumSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl -fL https://install-cli.jfrog.io | sh

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

# Linux (curl) — runs remote script; for production prefer package manager or verify script integrity

platform-features/skills/jfrog-cli/SKILL.md · 152 lines

How it starts

The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.

JFrog CLI Skill

Installation

See Install JFrog CLI.

# macOS
brew install jfrog-cli

# Linux (curl) — runs remote script; for production prefer package manager or verify script integrity
curl -fL https://install-cli.jfrog.io | sh

# Docker
docker run releases-docker.jfrog.io/jfrog/jfrog-cli jf --version

Requires JFrog CLI 2.100.0+ for jf api (platform REST). Other jf commands need a recent v2.x CLI.

Authentication

Follow login-flow.md to resolve the active JFrog environment. The jf CLI is required and will be installed automatically if missing. The flow supports multiple environments and persists credentials via jf config (encrypted at rest):

Ensure jf is installed at 2.100.0+ (required for jf api).
Check saved credentials -- runs jf config show to list configured servers. If multiple are saved, asks the user which environment to use.
Confirm platform URL -- show URLs from jf config show; user confirms or switches server.
Readiness -- jf api /artifactory/api/v1/system/readiness after confirmation.
Agent-driven web login -- if no credentials exist, asks the user for their JFrog URL, drives the REST-based login flow (user clicks a link, authenticates in browser), and saves the resulting token via jf config add.

After login, credentials are saved with a server ID derived from the hostname (e.g. mycompany from mycompany.jfrog.io) so the user can switch between environments with jf config use <server-id>.

Platform REST via `jf api`

Prefer jf api <path> for JFrog Platform HTTP APIs (path only; auth from jf config). See jf-api-patterns.md for session start (confirm URL → readiness), status/body capture, and curl fallback rules.

Configuration

# List configurations
jf config show

# Set default server (if multiple configured)
jf config use my-server

# Add server configuration (non-interactive, using env vars)
jf config add my-server \
  --url=https://$JFROG_URL \
  --access-token=$JFROG_ACCESS_TOKEN \
  --interactive=false

# Export/import config (for CI). Never commit the export file; add it to .gitignore.
jf config export my-server > jf-config.export
jf config import jf-config.export

Read the full file on GitHub · 152 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

1mo ago First seen · 152 lines · 88 tokens per session scan B 7bb95d0aff72

Subscribe to this mod's changes

JFrog CLI is a skill published in the GitHub repository jfrog/ai-agent-examples (5 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 88 tokens to every session and 1,635 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it B with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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