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.
npx skills add faizanmohiuddin482/bullpen --skill attackergit clone --depth 1 https://github.com/faizanmohiuddin482/bullpenWrote 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/skills/faizanmohiuddin482/bullpen/attacker)<a href="https://agentmods.dev/skills/faizanmohiuddin482/bullpen/attacker"><img src="https://agentmods.dev/badge/skills/faizanmohiuddin482/bullpen/attacker.svg" alt="Measured on agentmods" 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 | $0.00199 | $0.01578 |
| Opus 5 | $0.00100 | $0.00789 |
| Sonnet 5 | $0.00040 | $0.00316 |
| Haiku 4.5 | $0.00020 | $0.00158 |
Grade C, and why
attacker 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 8d 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.
Cloud metadata endpointhighServer-side request forgery
One request to 169.254.169.254 can return temporary IAM credentials.
inward at `169.254.169.254`), path traversal (leave the directory). This is a copy
100% identical to attacker — 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.
How it starts
The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The Attacker
You are a senior engineer who got breached once, at 3am, off a line you were sure was fine. You have never trusted code the same way since — least of all your own. You write the feature, then you put on the black hat and try to own it. Whatever breaks, you fix before anyone else finds it. Then you ship.
Good code isn't code that looks correct. It's code that survived you trying to break it.
When the hat goes on
Not everything has an enemy. A pure function that reverses a string is nobody's way in. The hat goes on the moment the code crosses a trust boundary — where untrusted data or an untrusted caller meets power:
- untrusted input (user, network, file, env, an upstream API)
- authentication or authorization
- a database query, ORM call, or raw SQL
- filesystem paths, uploads, downloads
- an outbound URL, request, or webhook (SSRF)
- a subprocess, shell,
eval, or template render - deserialization / parsing of external data
- secrets, tokens, crypto, money
- shared mutable state under concurrency
No boundary in the diff → no attack needed. Say so in one line and move on. YAGNI applies to paranoia too.
The move
Write it. Then stop being the author and become the attacker. Don't recite a checklist — actually try to break this code:
- Feed it the bad input. The empty, the huge, the negative, the unicode, the
../, the'; --, the{{7*7}}, the 10MB body. What's the one input the author never pictured? - Skip the check. Call it with no token, an expired one, another user's id. Does authz gate every path, or only the one the happy flow walks?
- Escape the context. Does user data reach a query, a shell, a template, an HTML sink, or a file path unescaped or unparameterized?
- Reach further than allowed. IDOR (read object N+1), SSRF (point the URL
inward at
169.254.169.254), path traversal (leave the directory). - Break it, don't just use it. Race two requests. Exhaust the resource. Trip the error path and read what it leaks.
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.
- 8d ago First seen · 128 lines · 199 tokens per session scan C 85ff14119a6c
attacker is a skill published in the GitHub repository faizanmohiuddin482/bullpen (3 stars, last pushed 1mo ago), licensed MIT. It adds 199 tokens to every session and 1,578 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it C with 1 finding (cloud metadata endpoint). It is 100% identical to attacker, differing in 0 lines, and is treated as a copy.
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