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Add 55 new skills across 3 new domains + 6 undercovered areas (762 -> 817)
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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# CloudFox — Command Reference
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## Global Invocation
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```
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cloudfox <provider> [global-flags] <command>
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```
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| Flag | Description |
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|------|-------------|
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| `--profile <name>` | AWS named profile to use |
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| `-o, --outdir <dir>` | Output directory for results/loot |
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| `--region <region>` | Restrict to a region (where applicable) |
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| `-v` | Verbosity level |
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| `AWS_PROFILE` (env) | Alternative to `--profile` |
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## AWS Commands (selection)
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| Command | Description |
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|---------|-------------|
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| `all-checks` | Run all AWS enumeration commands with defaults |
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| `inventory` | Account size / resource counts by region |
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| `endpoints` | Internet-reachable service endpoints |
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| `instances` | EC2 instances with IPs and instance-profile roles |
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| `principals` | IAM users and roles |
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| `permissions` | Effective IAM permissions per principal |
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| `iam-simulator` | Simulate whether principals can perform actions |
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| `role-trusts` | Who can assume which roles (assume-role paths) |
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| `access-keys` | Active IAM access keys |
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| `secrets` | Secrets from Secrets Manager and SSM Parameter Store |
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| `buckets` | S3 buckets |
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| `ecr` | Elastic Container Registry repositories/images |
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| `lambda` | Lambda functions and configuration |
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| `route53` | Hosted zones and records |
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| `ram` | Resource Access Manager shares |
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| `sns` / `sqs` | Messaging resources |
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| `env-vars` | Environment variables across services |
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## Azure Commands
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| Command | Description |
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|---------|-------------|
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| `inventory` | Resource inventory by location/subscription |
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| `rbac` | Role-based access control assignments |
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| `storage` | Storage accounts and access data |
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| `vms` | Virtual machines |
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## Output Layout
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CloudFox writes to `<outdir>/cloudfox-output/<provider>/<account-or-sub>/`:
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- `table/` and `csv/` — per-command findings
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- `loot/` — ready-to-run follow-up commands (e.g., `aws s3 ls`, `ssm start-session`)
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- A combined log of the run
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# Standards and Framework Mapping
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## NIST Cybersecurity Framework 2.0
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| ID | Name | Rationale |
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|----|------|-----------|
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| 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. |
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## MITRE ATT&CK (Enterprise / Cloud)
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| ID | Name | Rationale |
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|----|------|-----------|
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| T1526 | Cloud Service Discovery | CloudFox enumerates available cloud services and resources. |
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| T1580 | Cloud Infrastructure Discovery | Inventory/instances/buckets map the infrastructure footprint. |
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| T1087.004 | Account Discovery: Cloud Account | `principals`/`access-keys` enumerate cloud identities. |
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| T1069.003 | Permission Groups Discovery: Cloud Groups | `permissions`/`role-trusts` reveal cloud entitlements. |
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| T1538 | Cloud Service Dashboard | Aggregated cross-service situational awareness. |
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## Supporting References
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- BishopFox CloudFox — https://github.com/BishopFox/cloudfox
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- NIST CSF 2.0 — https://www.nist.gov/cyberframework
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