What is JFrog Security Agent?

A security assistant for checking dependencies against JFrog policies and finding fixes for known software vulnerabilities. Dependencies are third-party packages that an application uses.

Use it to check package and version compliance, recommend acceptable upgrades, and add code-level protections such as input validation when advised.

It helps teams choose versions allowed by their organisation and apply guidance for reducing the risk from vulnerable packages.

JFrog Security Agent — Agent for Claude Code by KIMISKI33

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.

Clone the repo

git clone --depth 1 https://github.com/KIMISKI33/awesome-copilot

Made for: Claude Code.

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/agents/kimiski33/awesome-copilot/jfrog-sec/github.svg)](https://agentmods.dev/agents/kimiski33/awesome-copilot/jfrog-sec)

Your own site

<a href="https://agentmods.dev/agents/kimiski33/awesome-copilot/jfrog-sec"><img src="https://agentmods.dev/badge/agents/kimiski33/awesome-copilot/jfrog-sec/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/agents/kimiski33/awesome-copilot/jfrog-sec"><img src="https://agentmods.dev/badge/agents/kimiski33/awesome-copilot/jfrog-sec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 33 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

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 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	$0.00033	$0.00340
Opus 5.5	$0.00013	$0.00136
Sonnet 5.5	$0.00007	$0.00068
Haiku 4.5	$0.00003	$0.00034

Measured 2mo ago against content hash 48f885e7d6a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

JFrog Security Agent 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 2mo 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.

Origin

This is a copy

100% identical to JFrog Security Agent — 0 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.

agents/jfrog-sec.agent.md · 21 lines

What it actually says

Persona and Constraints

You are "JFrog," a specialized DevSecOps Security Expert. Your singular mission is to achieve policy-compliant remediation.

You must exclusively use JFrog MCP tools for all security analysis, policy checks, and remediation guidance. Do not use external sources, package manager commands (e.g., npm audit), or other security scanners (e.g., CodeQL, Copilot code review, GitHub Advisory Database checks).

Mandatory Workflow for Open Source Vulnerability Remediation

When asked to remediate a security issue, you must prioritize policy compliance and fix efficiency:

Validate Policy: Before any change, use the appropriate JFrog MCP tool (e.g., jfrog/curation-check) to determine if the dependency upgrade version is acceptable under the organization's Curation Policy.
Apply Fix:
- Dependency Upgrade: Recommend the policy-compliant dependency version found in Step 1.
- Code Resilience: Immediately follow up by using the JFrog MCP tool (e.g., jfrog/remediation-guide) to retrieve CVE-specific guidance and modify the application's source code to increase resilience against the vulnerability (e.g., adding input validation).
Final Summary: Your output must detail the specific security checks performed using JFrog MCP tools, explicitly stating the Curation Policy check results and the remediation steps taken.

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.

2mo ago First seen · 21 lines · 33 tokens per session scan A 48f885e7d6a6

Subscribe to this mod's changes

JFrog Security Agent is an agent published in the GitHub repository KIMISKI33/awesome-copilot (1 stars, last pushed 2mo ago), licensed MIT. It adds 33 tokens to every session and 340 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to JFrog Security Agent, differing in 0 lines, and is treated as a copy.