A setup and diagnostic workflow for the JFrog plugin. It checks required tools, JFrog CLI configuration, login choices, and project selection in a fixed order.

Use it after installing JFrog, during first-time configuration, or when diagnosing a broken JFrog setup.

It identifies the first setup problem and guides the matching fix before checking again. Its checks are designed to be repeatable and do not change the system by themselves.

jfrog-init — Skill for Claude Code and Cursor by jfrog/cursor-plugin

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.

Any agent

npx skills add jfrog/cursor-plugin --skill jfrog-init

Clone the repo

git clone --depth 1 https://github.com/jfrog/cursor-plugin

Made for: Claude Code, Cursor.

Or install jfrog, the plugin that ships this one along with the rest of its 7 skills.

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/cursor-plugin/jfrog-init/github.svg)](https://agentmods.dev/skills/jfrog/cursor-plugin/jfrog-init)

Your own site

<a href="https://agentmods.dev/skills/jfrog/cursor-plugin/jfrog-init"><img src="https://agentmods.dev/badge/skills/jfrog/cursor-plugin/jfrog-init/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/cursor-plugin/jfrog-init"><img src="https://agentmods.dev/badge/skills/jfrog/cursor-plugin/jfrog-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 6,991 The whole file, excluding the scripts and references it only reads on demand.

Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin 100% copy Near-identical to another mod 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	$0.00031	$0.06991
Opus 5.5	$0.00012	$0.02796
Sonnet 5.5	$0.00006	$0.01398
Haiku 4.5	$0.00003	$0.00699

Measured 29d ago against content hash 79e6f16457ff, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

jfrog-init scanned grade C 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 29d ago.

The scan reads SKILL.md. This mod also ships 27 executable files (scripts/jfrog-add-claude-marketplace.mjs, scripts/jfrog-detect-all.mjs, scripts/jfrog-detect-catalog-runtime.mjs, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Reaches for credential fileshighPrivilege escalation

SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.

`~/.netrc` write (same, see `references/marketplace-setup.md`); and

Origin

This is a copy

100% identical to jfrog-init — 18 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugins/jfrog/skills/jfrog-init/SKILL.md · 504 lines

How it starts

The opening of the file, as written. The whole thing — 504 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/jfrog-init — verify and guide JFrog plugin readiness

First output must be a tool call, not text. No "I'll start..." preamble.

Walks a fixed, ordered checklist and stops at the first non-passing result, guiding the user through the matching fix before re-checking. Every detector in scripts/ is idempotent, read-only, JSON-emitting, and implemented in Node (.mjs), so the same detector runs unmodified on macOS, Linux, and Windows. Step 3's web-login uses this skill's own local .mjs scripts, same as every other step. The one interactive fix step that isn't a Node script at all is Step 1's Node install itself — a missing Node can't run a .mjs installer, so that one step branches on OS or shell directly.

Approval model — every user-approval point is detailed in its own Step below (exact wording, AskUserQuestion payloads, forbidden phrases); this is just the map:

node — AskUserQuestion Yes/No before auto-installing (Step 1).
jf (JFrog CLI) — AskUserQuestion Yes/No before auto-installing (Step 2).
jf config — AskUserQuestion picker (web login, in-session, vs. access token, which never enters this conversation) (Step 3/4).
Project selection — the user answers with a project name or key; an AskUserQuestion picker offers the first two enumerated projects plus "Other" (Step 6).
Everything else is read-only, except: Step 5's placeholder substitution and OpenCode-only mcp.jfrog write (both unattended, no AskUserQuestion — see references/script-invocation.md); Step 8's ~/.netrc write (same, see references/marketplace-setup.md); and the Final summary's state write below.

Step 1's nvm install and jfrog-install-jf-cli.mjs, Step 3's web-login scripts, Step 8's jfrog-add-claude-marketplace.mjs call, and the Final summary's jfrog-state-file.mjs set call are deliberately not in allowed-tools and will raise the harness's own approval prompt — intended, not a misconfiguration; see references/script-invocation.md.

Read the full file on GitHub · 504 lines

Files

What ships with it

47 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.

29d ago Changed · +5 lines 79e6f16457ff
1mo ago Changed · -104 lines 0e11a9d79881
1mo ago First seen · 603 lines · 31 tokens per session scan C 2dbca5ea7b04

Subscribe to this mod's changes

jfrog-init is a skill published in the GitHub repository jfrog/cursor-plugin (7 stars, last pushed 2d ago), licensed Apache-2.0. It adds 31 tokens to every session and 6,991 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (reaches for credential files). It is 100% identical to jfrog-init, differing in 18 lines, and is treated as a copy.

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens

jfrog-init