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Add 55 new skills across 3 new domains + 6 undercovered areas (762 -> 817)

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Demand-driven expansion targeting the fastest-growing 2025-2026 threat and
skills categories (ISC2/WEF/CrowdStrike/Mandiant signals):

- AI Security (NEW domain, 12 skills): LLM red-teaming with garak/PyRIT,
  prompt injection (direct/indirect/RAG), MCP tool-poisoning, agentic tool
  invocation, guardrails, model/data poisoning, system-prompt leakage,
  embedding/vector weaknesses, model extraction, continuous red-teaming
- Supply Chain Security (NEW domain, 5 skills): SBOMs, dependency confusion,
  malicious-npm triage, typosquatting, SLSA/Sigstore provenance
- Hardware & Firmware Security (NEW domain, 4 skills): CHIPSEC/UEFI audit,
  Secure Boot bypass, TPM measured-boot attestation, ESP bootkit hunting
- Identity (10): Entra ID/ROADtools, GraphRunner, AADInternals, ADCS/Certipy,
  shadow credentials, coercion, BloodHound CE, device-code phishing, SSO abuse
- Cloud-native (8): Stratus, Pacu, CloudFox, container escape, K8s RBAC,
  Falco, Trivy, kube-bench
- Offensive C2 (6): Sliver, Havoc, NetExec, DPAPI, NTLM relay ESC8, redirectors
- DFIR (6): Hayabusa, Chainsaw, KAPE, Velociraptor, EZ Tools, Plaso
- Backfill (4): OpenCTI, MISP, honeytokens, post-quantum crypto migration

Each skill follows the repo taxonomy (SKILL.md + references/{standards,api-reference}.md
+ scripts/agent.py + LICENSE), with researched real tool commands (no placeholders),
complete frontmatter, and ATT&CK/ATLAS + NIST CSF mappings. Updates README domain
table, skill count, and index.json.
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skills/enumerating-cloud-with-cloudfox/LICENSE
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skills/enumerating-cloud-with-cloudfox/SKILL.md
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---
name: enumerating-cloud-with-cloudfox
description: Map AWS and Azure attack paths and find exploitable misconfigurations with
CloudFox.
domain: cybersecurity
subdomain: cloud-security
tags:
- cloudfox
- aws
- azure
- cloud-pentest
- attack-paths
- situational-awareness
- enumeration
- offensive-security
version: '1.0'
author: mahipal
license: Apache-2.0
nist_csf:
- ID.AM-03
mitre_attack:
- T1526
---
# Enumerating Cloud with CloudFox
> **Legal Notice:** This skill is for authorized cloud penetration testing and assessment only. CloudFox makes read/describe API calls against the cloud account whose credentials you supply. Run it ONLY against accounts you own or are authorized to test under a signed scope. Although CloudFox is read-only by design, the enumeration it performs is reconnaissance against a live environment and must be in scope.
## Overview
CloudFox is an open-source command-line tool from Bishop Fox that helps penetration testers and red teamers gain *situational awareness* in unfamiliar cloud environments. Where tools like ScoutSuite focus on a defender-style configuration audit, CloudFox is built from the attacker's perspective: it answers questions like "what are the most attackable secrets, endpoints, and instances in this account, and what can the identity I just compromised actually reach?" It is read-only — it only performs `Describe`/`List`/`Get` style calls — and writes its findings to per-command CSV/TXT/loot files plus a combined report directory, so output can be triaged offline.
CloudFox covers AWS most deeply (30+ commands) and supports Azure. The workhorse is `cloudfox aws all-checks`, which runs the full battery of enumeration commands with sensible defaults: inventory, internet-reachable `endpoints`, EC2 `instances` (with IPs and instance-profile roles), `iam-simulator` and `permissions` for IAM analysis, `principals`, `secrets` from Secrets Manager/SSM, `buckets`, `role-trusts` (which identities can assume which roles — a core attack-path primitive), `access-keys`, `route53`, `ecr`, `lambda`, and more. CloudFox also emits ready-to-run command suggestions (e.g. `aws s3 ls` lines, `aws ssm start-session` lines) in its "loot" files so an operator can pivot immediately.
This skill covers installing CloudFox, authenticating to AWS and Azure, running targeted and full enumeration, interpreting the high-value outputs (role-trusts, secrets, endpoints), and feeding the results into attack-path planning. Source: github.com/BishopFox/cloudfox.
## When to Use
- Establishing situational awareness immediately after compromising a cloud credential
- Quickly identifying internet-exposed endpoints, instances, and exposed secrets
- Mapping `sts:AssumeRole` trust relationships to plan lateral movement / privesc
- Triaging an unfamiliar AWS or Azure account during an authorized assessment
- Producing attacker-centric inventory artifacts that complement a defensive audit
## Prerequisites
- CloudFox installed:
```bash
# Homebrew
brew install cloudfox
# Go (1.21+)
go install github.com/BishopFox/cloudfox@latest
# or download a release binary from GitHub and chmod +x
```
- Valid cloud credentials in scope:
```bash
# AWS — configure a named profile and verify
aws configure --profile assess
aws sts get-caller-identity --profile assess
# Azure
az login
az account show
```
- A signed authorization / Rules of Engagement defining the in-scope accounts
- `awscli` (AWS) and/or `azure-cli` (Azure) installed for credential setup and follow-up
## Objectives
- Install CloudFox and confirm cloud credentials
- Run full and targeted enumeration across AWS and Azure
- Identify internet-reachable endpoints, instances, and exposed secrets
- Enumerate IAM principals, permissions, and role-trust attack paths
- Triage CloudFox loot files for immediate pivot commands
- Export findings to a structured output directory for reporting
## MITRE ATT&CK Mapping
| ID | Name | Use in this skill |
|----|------|-------------------|
| T1526 | Cloud Service Discovery | CloudFox enumerates the available cloud services and resources in an account |
| T1580 | Cloud Infrastructure Discovery | `inventory`, `instances`, `buckets` map the infrastructure footprint |
| T1087.004 | Account Discovery: Cloud Account | `principals`, `access-keys` enumerate cloud identities |
| T1069.003 | Permission Groups Discovery: Cloud Groups | `permissions`, `iam-simulator`, `role-trusts` reveal entitlements |
| T1538 | Cloud Service Dashboard | Aggregated situational-awareness reporting across services |
## Workflow
### 1. Confirm the identity and run all AWS checks
```bash
aws sts get-caller-identity --profile assess
cloudfox aws --profile assess all-checks -o ./loot
```
### 2. Inventory the account footprint
```bash
cloudfox aws --profile assess inventory
```
### 3. Find internet-reachable endpoints and exposed instances
```bash
cloudfox aws --profile assess endpoints
cloudfox aws --profile assess instances
```
### 4. Enumerate IAM principals, permissions, and role-trust attack paths
`role-trusts` is the key lateral-movement primitive — it shows who can assume what.
```bash
cloudfox aws --profile assess principals
cloudfox aws --profile assess permissions
cloudfox aws --profile assess role-trusts
cloudfox aws --profile assess access-keys
```
### 5. Hunt for exposed secrets
```bash
cloudfox aws --profile assess secrets
```
### 6. Enumerate storage, registries, and serverless
```bash
cloudfox aws --profile assess buckets
cloudfox aws --profile assess ecr
cloudfox aws --profile assess lambda
cloudfox aws --profile assess route53
```
### 7. Use IAM simulator to confirm what a principal can do
```bash
cloudfox aws --profile assess iam-simulator
```
### 8. Enumerate Azure
CloudFox Azure works against the subscriptions the `az` session can see.
```bash
cloudfox azure inventory --outdir ./azure-loot
cloudfox azure rbac
cloudfox azure storage
cloudfox azure vms
```
### 9. Triage the loot
CloudFox writes per-command CSV/TXT plus a `loot` directory of pivot commands.
```bash
ls -R ./loot/cloudfox-output/
# Loot files contain ready-to-run follow-ups, e.g. aws s3 ls / ssm start-session lines
```
See `scripts/agent.py` to run a curated set of commands and summarize output files.
## Tools and Resources
| Resource | Purpose | Link |
|----------|---------|------|
| CloudFox GitHub | Source, releases, full command list | https://github.com/BishopFox/cloudfox |
| CloudFox docs/wiki | Per-command output explanations | https://github.com/BishopFox/cloudfox/wiki |
| Bishop Fox CloudFox blog | Design and usage walkthrough | https://bishopfox.com/blog/introducing-cloudfox |
| AWS CLI reference | Follow-up exploitation commands | https://docs.aws.amazon.com/cli/latest/reference/ |
| Pacu | Active exploitation after enumeration | https://github.com/RhinoSecurityLabs/pacu |
## OPSEC and Detection Considerations
CloudFox is read-only, but its enumeration is far from silent. Each command issues
many `Describe*`/`List*`/`Get*` API calls in a short burst, which is highly visible
to defenders:
- **CloudTrail** records every read call. A spike of `iam:ListUsers`, `iam:ListRoles`,
`secretsmanager:ListSecrets`, `ec2:DescribeInstances`, and `sts:GetCallerIdentity`
from one principal within seconds is a strong enumeration signal.
- **GuardDuty** finding types such as `Discovery:IAMUser/AnomalousBehavior` and
`Discovery:S3/MaliciousIPCaller` can fire on this burst pattern.
- Defenders should baseline normal API-call rates per principal and alert on
enumeration bursts, especially from new IPs/ASNs or newly created credentials.
For an authorized assessment, document the source IP and timestamp of CloudFox runs
so the blue team can correlate, and prefer running from an in-scope, attributable host.
## Recommended Operator Workflow
1. Run `all-checks` once to populate the full output directory.
2. Open `role-trusts` first — it reveals the assume-role graph for lateral movement.
3. Cross-reference `secrets` and `env-vars` for credentials that unlock new principals.
4. Use `endpoints` + `instances` to map externally reachable attack surface.
5. Feed confirmed assume-role / privesc candidates into Pacu for active exploitation.
## High-Value Command Reference
| Command | Why it matters |
|---------|----------------|
| `all-checks` | Runs the full enumeration battery with defaults |
| `role-trusts` | Maps assume-role paths — core for lateral movement/privesc |
| `endpoints` | Surfaces internet-reachable attack surface |
| `secrets` | Exposes credentials in Secrets Manager / SSM |
| `permissions` | Lists effective IAM permissions per principal |
| `instances` | EC2 with IPs and attached instance-profile roles |
| `access-keys` | Active access keys (potential credential targets) |
## Validation Criteria
- [ ] CloudFox installed and runs `cloudfox aws --help`
- [ ] Cloud credentials confirmed via `sts get-caller-identity` / `az account show`
- [ ] `all-checks` completed and output directory populated
- [ ] Internet-reachable endpoints and instances identified
- [ ] IAM principals, permissions, and role-trusts enumerated
- [ ] Exposed secrets located and documented
- [ ] Azure enumeration run (if Azure in scope)
- [ ] Loot files triaged for pivot opportunities
- [ ] Findings exported to a structured directory for reporting
- [ ] Enumeration confirmed to stay within authorized scope
skills/enumerating-cloud-with-cloudfox/references/api-reference.md
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# CloudFox — Command Reference
## Global Invocation
```
cloudfox <provider> [global-flags] <command>
```
| Flag | Description |
|------|-------------|
| `--profile <name>` | AWS named profile to use |
| `-o, --outdir <dir>` | Output directory for results/loot |
| `--region <region>` | Restrict to a region (where applicable) |
| `-v` | Verbosity level |
| `AWS_PROFILE` (env) | Alternative to `--profile` |
## AWS Commands (selection)
| Command | Description |
|---------|-------------|
| `all-checks` | Run all AWS enumeration commands with defaults |
| `inventory` | Account size / resource counts by region |
| `endpoints` | Internet-reachable service endpoints |
| `instances` | EC2 instances with IPs and instance-profile roles |
| `principals` | IAM users and roles |
| `permissions` | Effective IAM permissions per principal |
| `iam-simulator` | Simulate whether principals can perform actions |
| `role-trusts` | Who can assume which roles (assume-role paths) |
| `access-keys` | Active IAM access keys |
| `secrets` | Secrets from Secrets Manager and SSM Parameter Store |
| `buckets` | S3 buckets |
| `ecr` | Elastic Container Registry repositories/images |
| `lambda` | Lambda functions and configuration |
| `route53` | Hosted zones and records |
| `ram` | Resource Access Manager shares |
| `sns` / `sqs` | Messaging resources |
| `env-vars` | Environment variables across services |
## Azure Commands
| Command | Description |
|---------|-------------|
| `inventory` | Resource inventory by location/subscription |
| `rbac` | Role-based access control assignments |
| `storage` | Storage accounts and access data |
| `vms` | Virtual machines |
## Output Layout
CloudFox writes to `<outdir>/cloudfox-output/<provider>/<account-or-sub>/`:
- `table/` and `csv/` — per-command findings
- `loot/` — ready-to-run follow-up commands (e.g., `aws s3 ls`, `ssm start-session`)
- A combined log of the run
skills/enumerating-cloud-with-cloudfox/references/standards.md
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# Standards and Framework Mapping
## NIST Cybersecurity Framework 2.0
| ID | Name | Rationale |
|----|------|-----------|
| ID.AM-03 | Organizational communication and data flows are mapped (asset/inventory management) | CloudFox builds an attacker-centric inventory of cloud assets, identities, and trust relationships, informing asset-management gaps. |
## MITRE ATT&CK (Enterprise / Cloud)
| ID | Name | Rationale |
|----|------|-----------|
| T1526 | Cloud Service Discovery | CloudFox enumerates available cloud services and resources. |
| T1580 | Cloud Infrastructure Discovery | Inventory/instances/buckets map the infrastructure footprint. |
| T1087.004 | Account Discovery: Cloud Account | `principals`/`access-keys` enumerate cloud identities. |
| T1069.003 | Permission Groups Discovery: Cloud Groups | `permissions`/`role-trusts` reveal cloud entitlements. |
| T1538 | Cloud Service Dashboard | Aggregated cross-service situational awareness. |
## Supporting References
- BishopFox CloudFox — https://github.com/BishopFox/cloudfox
- NIST CSF 2.0 — https://www.nist.gov/cyberframework
skills/enumerating-cloud-with-cloudfox/scripts/agent.py
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#!/usr/bin/env python3
"""
CloudFox enumeration driver.
Runs a curated set of CloudFox commands against an AWS profile (or `all-checks`),
captures output into a structured directory, and prints a triage summary that
highlights the high-value findings (role-trusts, secrets, endpoints).
Authorized-use only: CloudFox performs reconnaissance against a live cloud
account. Run ONLY within a signed scope/Rules of Engagement.
Examples:
python agent.py --profile assess --all
python agent.py --profile assess --commands endpoints secrets role-trusts -o ./loot
"""
import argparse
import os
import shutil
import subprocess
import sys
HIGH_VALUE = {"role-trusts", "secrets", "endpoints", "access-keys", "permissions"}
DEFAULT_COMMANDS = [
"inventory", "endpoints", "instances", "principals",
"permissions", "role-trusts", "access-keys", "secrets", "buckets",
]
def require_cloudfox():
if shutil.which("cloudfox") is None:
sys.exit("error: 'cloudfox' not found in PATH. Install: brew install cloudfox "
"or go install github.com/BishopFox/cloudfox@latest")
def run_command(provider, profile, command, outdir):
cmd = ["cloudfox", provider]
if provider == "aws" and profile:
cmd += ["--profile", profile]
if outdir:
cmd += ["-o", outdir]
cmd += [command]
print(f"[*] cloudfox {provider} {command} ...")
try:
proc = subprocess.run(cmd, capture_output=True, text=True, timeout=1200)
except subprocess.TimeoutExpired:
print(f" [!] {command} timed out")
return None
except OSError as exc:
print(f" [!] failed to run {command}: {exc}")
return None
if proc.returncode != 0:
print(f" [!] {command} rc={proc.returncode}: {proc.stderr.strip()[:200]}")
return proc.stdout
def summarize_outdir(outdir):
base = os.path.join(outdir, "cloudfox-output")
if not os.path.isdir(base):
print("[!] no cloudfox-output directory produced")
return
print("\n=== Output files ===")
for root, _dirs, files in os.walk(base):
for f in sorted(files):
path = os.path.join(root, f)
try:
size = os.path.getsize(path)
except OSError:
size = -1
rel = os.path.relpath(path, outdir)
flag = " <-- HIGH VALUE" if any(h in f for h in HIGH_VALUE) else ""
print(f" {rel} ({size} bytes){flag}")
def main():
p = argparse.ArgumentParser(description="CloudFox enumeration driver")
p.add_argument("--provider", default="aws", choices=["aws", "azure"])
p.add_argument("--profile", help="AWS named profile")
p.add_argument("--all", action="store_true", help="run all-checks (AWS) / inventory (Azure)")
p.add_argument("--commands", nargs="+", help="specific CloudFox commands to run")
p.add_argument("-o", "--outdir", default="./cloudfox-loot", help="output directory")
args = p.parse_args()
require_cloudfox()
print("[!] AUTHORIZED USE ONLY — confirm the target account is in scope.")
os.makedirs(args.outdir, exist_ok=True)
if args.all:
commands = ["all-checks"] if args.provider == "aws" else ["inventory"]
elif args.commands:
commands = args.commands
else:
commands = DEFAULT_COMMANDS if args.provider == "aws" else ["inventory", "rbac", "storage", "vms"]
for c in commands:
out = run_command(args.provider, args.profile, c, args.outdir)
if out and c in HIGH_VALUE:
lines = [l for l in out.splitlines() if l.strip()]
print(f" [+] {c}: {len(lines)} output lines")
summarize_outdir(args.outdir)
print(f"\n[+] done. Review loot under {args.outdir}/cloudfox-output/")
if __name__ == "__main__":
main()