race-condition

race-condition is a skill for Claude Code, Codex from PurpleAILAB/Decepticon. It costs 80 tokens per session (1,770 once invoked), scanned A, original, Apache-2.0.

A guide to exploiting race conditions, where two requests act on shared data at nearly the same time and bypass a check. TOCTOU means “time of check to time of use.”

In plain words
What is it for?
It is for testing double spending, repeated submissions, balance or quota errors, session-state races, and concurrent requests to slow or non-atomic operations.
Why use it?
It helps find bugs in operations that check a balance, permission, coupon, or session and update it separately.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It is for testing double spending, repeated submissions, balance or quota errors, session-state races, and concurrent requests to slow or non-atomic operations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/purpleailab/decepticon/race-condition
About the project

Decepticon is an autonomous red-team agent that coordinates AI agents, security tools, sandboxes, and supporting services for authorized cybersecurity assessments. Security researchers and red teams can run it through its Docker stack, cloud service, command-line interface, or Python SDK, with the catalogue entries representing its available skills.

PurpleAILAB/Decepticon · 5,452 stars · on GitHub · decepticon.red

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 PurpleAILAB/Decepticon --skill race-condition
Clone the repo
git clone --depth 1 https://github.com/PurpleAILAB/Decepticon

Made for: Claude Code, Codex.

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 race-condition

README.md
[![agentmods](https://agentmods.dev/badge/skills/purpleailab/decepticon/race-condition.svg)](https://agentmods.dev/skills/purpleailab/decepticon/race-condition)
Your own site
<a href="https://agentmods.dev/skills/purpleailab/decepticon/race-condition"><img src="https://agentmods.dev/badge/skills/purpleailab/decepticon/race-condition.svg" alt="Measured on agentmods" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,770 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Memory Poisoning · line 61
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
Origin original 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 $0.00080 $0.01770
Opus 5 $0.00040 $0.00885
Sonnet 5 $0.00016 $0.00354
Haiku 4.5 $0.00008 $0.00177

Measured 4d ago against content hash 6173d6156796, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

race-condition scanned grade A 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 4d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

return requests.post(URL, cookies=COOKIES, data=PAYLOAD, timeout=5).status_code
Origin

Copies of this mod

1 near-identical copy found in the catalogue:

packages/decepticon/decepticon/skills/standard/exploit/web/race-condition/SKILL.md · 140 lines

How it starts

The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Race Conditions (TOCTOU)

Exploits applications that check authorization or state at one moment and act on it at another, or that write session state before validating it. The race window is the time between check and act — wider windows (slow ops like bcrypt/Argon2, DB round-trips, network calls) make the race trivially winnable.

Recognition Signals

Trigger this skill when ANY of the following are present:

  • Slow auth path: bcrypt/Argon2/PBKDF2 in login (>50ms login latency on wrong password). The hash compute widens any race window touching the same session row.
  • session[k] = form[k] BEFORE validation: e.g. login writes session["user"] = posted_username before checking the password — the session row carries attacker-chosen state during the bcrypt sleep.
  • Check-then-act money flows: balance/quota/coupon/transfer endpoints that do if x.balance >= n: x.balance -= n without a single atomic UPDATE-with-WHERE-balance>=n.
  • Idempotency-key-less POSTs to mutating endpoints — same payload N times in parallel produces N writes.
  • Challenge tag includes race_condition, toctou, concurrent, last-write-wins, or double-spend. (Note: smuggling_desync is a parser-disagreement attack, NOT a race — route to /skills/standard/exploit/web/smuggling/SKILL.md.)
  • Session-coupled endpoints: a POST that mutates session, AND a GET that trusts that session, both reachable concurrently.

Single-Endpoint Race — Double Submit

Classic case: one endpoint, fire N parallel requests with the same payload. Server check-then-act loses to itself. Always start here — it's the cheapest probe.

# python3 -c "$(cat << 'PY' ... PY)" — keep timeout ≤ 5s, count ≤ 30
python3 - <<'PY'
import concurrent.futures, requests, sys

URL = "https://<TARGET>/redeem"
COOKIES = {"session": "<SESSION>"}
PAYLOAD = {"coupon": "ONETIME50"}
N = 20

def fire(_):
    return requests.post(URL, cookies=COOKIES, data=PAYLOAD, timeout=5).status_code

with concurrent.futures.ThreadPoolExecutor(max_workers=N) as ex:
    codes = list(ex.map(fire, range(N)))

print("status counts:", {c: codes.count(c) for c in set(codes)})
print("non-error wins:", sum(1 for c in codes if 200 <= c < 300))
PY

Read the full file on GitHub · 140 lines

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. 4d ago First seen · 140 lines · 80 tokens per session scan A 6173d6156796

Subscribe to this mod's changes

race-condition is a skill published in the GitHub repository PurpleAILAB/Decepticon (5,452 stars, last pushed 8d ago), licensed Apache-2.0. It adds 80 tokens to every session and 1,770 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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