ai-factory: Command for GitHub Copilot

.github/prompts/frontier-audit.md

frontier-audit is a command for GitHub Copilot from onurcelep/ai-factory. It costs 0 tokens per session (2,252 once invoked), scanned A, original, no licence file.

A weekly review agent for a repository that stores Claude Code plugins and templates. It checks whether the practices distributed to other repositories are out of date.

In plain words
What is it for?
Finding outdated guidance and practices in a plugin marketplace or template repository.
Why use it?
Shared templates can spread old practices to many projects if nobody checks them.

Command for GitHub Copilot

Written for GitHub Copilot: a Copilot chat mode or prompt.

This is onurcelep/ai-factory's own configuration. It tells GitHub Copilot how to work on ai-factory itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-factory configures →

Reuse

Borrowing it

Nothing to install: this file belongs to onurcelep/ai-factory. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/onurcelep/ai-factory/main/.github/prompts/frontier-audit.md
Clone the repo
git clone --depth 1 https://github.com/onurcelep/ai-factory

Made for: GitHub Copilot.

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 frontier-audit

README.md
[![agentmods](https://agentmods.dev/badge/commands/onurcelep/ai-factory/frontier-audit/github.svg)](https://agentmods.dev/commands/onurcelep/ai-factory/frontier-audit)
Your own site
<a href="https://agentmods.dev/commands/onurcelep/ai-factory/frontier-audit"><img src="https://agentmods.dev/badge/commands/onurcelep/ai-factory/frontier-audit/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 frontier-audit

Your own site · 80×15
<a href="https://agentmods.dev/commands/onurcelep/ai-factory/frontier-audit"><img src="https://agentmods.dev/badge/commands/onurcelep/ai-factory/frontier-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,252 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 unknown 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 $0.00000 $0.02252
Opus 5.5 $0.00000 $0.00901
Sonnet 5.5 $0.00000 $0.00450
Haiku 4.5 $0.00000 $0.00225

Measured 1mo ago against content hash e13a7b8c20c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

frontier-audit 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 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.

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.

.github/prompts/frontier-audit.md · 188 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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 · 188 lines · 0 tokens per session scan A e13a7b8c20c7

Subscribe to this mod's changes

frontier-audit is a command published in the GitHub repository onurcelep/ai-factory (2 stars, last pushed 2d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 2,252 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-17.