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

Install

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.

agentmods
npx agentmods add skills/jfrog/ai-agent-examples/jfrog-workers
Any agent
npx skills add jfrog/ai-agent-examples --skill jfrog-workers
Clone the repo
git clone --depth 1 https://github.com/jfrog/ai-agent-examples

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.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.svg" alt="Measured on agentmods" 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. Scan, not verified.
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 $0.00061 $0.01215
Opus 5 $0.00030 $0.00607
Sonnet 5 $0.00012 $0.00243
Haiku 4.5 $0.00006 $0.00121

Measured 4d ago against content hash 251638d15167, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 4d 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. 4d 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 2mo ago), licensed Apache-2.0. It adds 61 tokens to every session and 1,215 once invoked, about $0.0003 per session on Opus 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.

Related

Other skills, from other repositories

integrated-browser

Use this when working on the VS Code integrated browser ("browserView") to understand its architecture and mental model. Covers the embedded Chromium browser, its editor tab, navigation, overlay/layout, sessions, and agent browser tools under src/vs/platform/browserView and src/vs/workbench/contrib/browserView.

microsoft/vscode · 68 tokens

agent-host-e2e-tests

Use when writing, recording, updating, validating, or troubleshooting the agent host end-to-end tests under src/vs/platform/agentHost/test/node/e2e (black-box tests that drive the whole agent host over the AHP protocol, using a CapiReplayProxy record/replay system for Claude/Copilot/Codex). Covers adding a…

microsoft/vscode · 111 tokens

lint-js

Lint JS/TS code only. Use before opening a PR when only JavaScript or TypeScript files were changed (no Rust).

denoland/deno · 29 tokens

schema-exploration

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.

langchain-ai/deepagents · 57 tokens

deepagents-thread-inspector

Inspect and explain conversations in the local Deep Agents Code SQLite session store. Use as a fallback when LangSmith trace tooling is unavailable, for offline or untraced sessions, or when asked to identify or summarize a local dcode thread, inspect checkpoint metadata, list recent local threads, or parse…

langchain-ai/deepagents · 82 tokens

nemoclaw-contributor-implement-issue

Implement an accepted NemoClaw GitHub issue in the current checkout. Use when a user asks to pick up an issue for implementation, implement or fix a named issue, or add the issue's tests. Confirm accepted scope, deliver the smallest independently valuable capability slice, and record validation and remaining gates…

NVIDIA/NemoClaw · 134 tokens