JFrog Workers

JFrog Workers is a skill for Claude Code, Codex from jfrog/ai-agent-examples. It costs 61 tokens per session (1,215 once invoked), scanned A, original, Apache-2.0.

A set of instructions for creating JFrog Workers, which are TypeScript functions run by JFrog in response to platform events or web requests.

In plain words
What is it for?
Use it to create event-triggered or HTTP-triggered workers, such as logic that runs when artifacts are downloaded or repositories are created.
Why use it?
It explains how to connect custom TypeScript logic to JFrog actions without setting up separate infrastructure.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is **API transport:** Prefer **`jf api`** (JFrog CLI 2.100.0+). See [jf-api-patterns.md](../jfrog-cli/jf-api-patterns.md) (path-only URLs; auth from `jf config`). .

Good fit Use it to create event-triggered or HTTP-triggered workers, such as logic that runs when artifacts are downloaded or repositories are created.

Compare 6 skills from other repositories ↓
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-workers

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 JFrog Workers

README.md
[![agentmods](https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-workers/github.svg)](https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-workers)
Your own site
<a href="https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-workers"><img src="https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-workers/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 JFrog Workers

Your own site · 80×15
<a href="https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-workers"><img src="https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-workers.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,215 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00061 $0.01215
Opus 5.5 $0.00024 $0.00486
Sonnet 5.5 $0.00012 $0.00243
Haiku 4.5 $0.00006 $0.00121

Measured 1mo ago against content hash 251638d15167, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

JFrog Workers scanned grade A with 1 finding 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.

Makes network callslowCapability

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

> **API transport:** Prefer **`jf api`** (JFrog CLI 2.100.0+). See [jf-api-patterns.md](../jfrog-cli/jf-api-patterns.md) (path-only URLs; auth from `jf config`). Examples using **`curl`** with `$JFROG_URL` + bearer token
platform-features/skills/jfrog-workers/SKILL.md · 154 lines

How it starts

The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.

API transport: Prefer jf api (JFrog CLI 2.100.0+). See jf-api-patterns.md (path-only URLs; auth from jf config). Examples using curl with $JFROG_URL + bearer token are fallback when the CLI is missing or below 2.100.0.

JFrog Workers Skill

Authentication

All requests require an access token via the Authorization header:

Authorization: Bearer $JFROG_ACCESS_TOKEN

Base URL: https://$JFROG_URL/worker/api/...

When authentication is needed, follow the login-flow.md procedure to resolve the active JFrog environment. The jf CLI is required and will be installed automatically if missing. The agent checks saved credentials via jf config show and asks which environment to use if multiple are saved. If none exist, the agent drives the web login flow and saves credentials via jf config add.

Core Concepts

Workers are serverless TypeScript functions that run inside the JFrog Platform, triggered by platform events or HTTP requests. They enable custom logic without external infrastructure.

Trigger Types

Type When it runs
Event Hook Automatically on platform events (e.g., artifact download, repo create)
HTTP Trigger On-demand via HTTP request to a unique URL

Worker Lifecycle

Init (jf worker init) → Develop → Test (jf worker test) → Deploy (jf worker deploy) → Runs in Platform

Development Workflow

Initialize a New Worker

# Create worker scaffold
jf worker init my-worker --event BEFORE_DOWNLOAD

# Creates:
# my-worker/
# ├── worker.ts          # Main worker code
# ├── manifest.json      # Worker configuration
# └── tests/
#     └── worker.spec.ts  # Unit tests

manifest.json Structure

{
  "name": "my-worker",
  "description": "Block downloads of deprecated artifacts",
  "sourceCode": "worker.ts",
  "action": "BEFORE_DOWNLOAD",
  "enabled": true,
  "filterCriteria": {
    "artifactFilterCriteria": {
      "repoKeys": ["libs-release-local"]
    }
  }
}

Read the full file on GitHub · 154 lines

Files

What ships with it

2 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.

  1. 1mo ago First seen · 154 lines · 61 tokens per session scan A 251638d15167

Subscribe to this mod's changes

JFrog Workers is a skill published in the GitHub repository jfrog/ai-agent-examples (5 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 61 tokens to every session and 1,215 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (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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