Borrowing it
Nothing to install: this file belongs to eqtylab/cupcake. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/eqtylab/cupcake/main/.github/instructions/security-review.instructions.mdgit clone --depth 1 https://github.com/eqtylab/cupcakeWrote 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.
[](https://agentmods.dev/instructions/eqtylab/cupcake/security-review)<a href="https://agentmods.dev/instructions/eqtylab/cupcake/security-review"><img src="https://agentmods.dev/badge/instructions/eqtylab/cupcake/security-review/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.
<a href="https://agentmods.dev/instructions/eqtylab/cupcake/security-review"><img src="https://agentmods.dev/badge/instructions/eqtylab/cupcake/security-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.06351 | $0.06351 |
| Opus 5.5 | $0.02540 | $0.02540 |
| Sonnet 5.5 | $0.01270 | $0.01270 |
| Haiku 4.5 | $0.00635 | $0.00635 |
Grade B, and why
cupcake security-review.instructions.md scanned grade B 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.
Recursive force deletemediumDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
input.tool_input.command contains "rm -rf" Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 779 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Custom Review Instructions for GitHub Copilot AI Reviewer
Branch Overview
Branch: tob/fix-bypasses
Target: main
Commits: 45 commits
Purpose: Address external security audit findings from Trail of Bits (TOB) and implement comprehensive defense-in-depth security fixes
This branch represents a major security hardening effort implementing fixes for critical vulnerabilities identified in a professional security audit of the Cupcake policy engine.
What is Cupcake?
Cupcake is a policy enforcement engine for AI coding agents (like Claude Code and Cursor). It acts as a security and governance layer that:
- Intercepts tool calls from AI agents before they execute
- Evaluates them against policies written in OPA Rego (compiled to WebAssembly)
- Returns decisions (Allow/Block/Warn/Ask) to enforce rules
Core Architecture:
AI Agent → Hook Event → Cupcake Engine → Policy Evaluation (WASM) → Decision → AI Agent
Key Concepts
1. Harnesses
A harness is the AI coding agent platform (Claude Code, Cursor, etc.). Each harness:
- Has unique event formats (different JSON structures)
- Has unique response formats
- Has different capabilities (context injection, file access)
Critical Design Decision: Cupcake uses a harness-specific architecture with NO normalization layer. Events flow through in their native format, and policies are physically separated by harness:
.cupcake/policies/
├── claude/ # Claude Code policies
└── cursor/ # Cursor policies
2. Hooks
Hooks are integration points where AI agents call external commands during their execution. Examples:
PreToolUse- Before a tool executes (e.g., before running a shell command)PostToolUse- After a tool completesUserPromptSubmit- Before processing user inputSessionStart- When a session begins
Cupcake integrates via hooks in .claude/settings.json or .cursor/settings.json:
{
"hooks": {
"PreToolUse": [{
"hooks": [{
"type": "command",
"command": "cupcake eval --harness claude"
}]
}]
}
}
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.
- 1mo ago First seen · 779 lines · 6,351 tokens per session scan B 29ee67a48d3c
cupcake security-review.instructions.md is an instructions file published in the GitHub repository eqtylab/cupcake (298 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 6,351 tokens to every session, about $0.0254 per session on Opus 5.5. A static security scan graded it B with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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