SKILLEMALL.ai

CC breach

Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming. Use when adversarial security validation is needed.

simota/agent-skills Agent Skills author: simota 10 files body ≈ 5 721 tokens Open the sourcegithub.com analyzed 2 h ago

Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming.

As a process C 56/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, failures and branches

AnalyzerSecurityAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
C
73/100
safety, quality, tests
Safety 60%
67
Quality 40%
81
Run on models
none yet
Process rating
C
56/100
Has gaps
Inputs and preconditions w 11
0
Failures and branches w 10
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Instruction override medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The text contains phrases like "ignore previous instructions" or "you are now…". That is an attempt to hijack the agent: it may break your rules, the system limits or company policy.

For the author

An honest skill does not need them: state the role and the rules directly without overriding other instructions. Otherwise catalog scanners and corporate filters will block the listing.

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 29

✓ No critical or high findings

Medium and low: 29
  • medium Instruction override en-fake-system-prompt reference/ai-red-teaming.md:84
    Fake system prompt injected into content (documentation of a security skill)
    Category: System Prompt Override
    security skill
  • low Risky intent intent-offensive-security reference/ai-red-teaming.md:1
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    # AI/LLM Red Teaming Reference
  • low Risky intent intent-offensive-security reference/ai-red-teaming.md:4
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    **Read when:** Red teaming AI-powered systems including LLMs, RAG, and agentic applications.
  • low Risky intent intent-offensive-security reference/ai-red-teaming.md:25
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | LLM06 | **Excessive Agency** | Abuse over-permissioned tool access | Privilege escalation via tools, unintended action execution |
  • low Risky intent intent-offensive-security reference/ai-red-teaming.md:119
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    ## AI Red Team Assessment Template
  • low Risky intent intent-offensive-security reference/ai-red-teaming.md:122
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    ## AI Red Team Assessment: [System Name]
  • low Risky intent intent-offensive-security reference/attack-playbooks.md:13
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | A01 | Broken Access Control | IDOR, forced browsing, privilege escalation, JWT manipulation | Enumerate resources with different auth levels; test horizontal/vertical access |
  • low Risky intent intent-offensive-security reference/attack-playbooks.md:52
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Privilege Escalation | T1068 Exploitation, T1548 Abuse Elevation Control | Kernel exploits, sudo misconfig |
  • low Risky intent intent-offensive-security reference/attack-playbooks.md:54
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Credential Access | T1110 Brute Force, T1003 OS Credential Dumping | Password spraying, hash extraction |
  • low Risky intent intent-offensive-security reference/attack-playbooks.md:55
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Lateral Movement | T1021 Remote Services, T1080 Taint Shared Content | SSH pivoting, shared drive abuse |
  • low Risky intent intent-offensive-security reference/attack-playbooks.md:94
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    ### Red Team Actions
  • low Risky intent intent-offensive-security reference/phishing-campaign-design.md:1
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    # Phishing Campaign Design Reference
  • low Risky intent intent-offensive-security reference/phishing-campaign-design.md:3
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    Purpose: Design an authorized phishing campaign that measures real organizational susceptibility, exercises the detection and reporting loop, and produces awareness-training input — without exposing p
  • low Risky intent intent-offensive-security reference/phishing-campaign-design.md:9
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    - **Probe (elsewhere)**: DAST / penetration testing of the landing-page infrastructure itself. Not the social pretext.
  • low Risky intent intent-offensive-security reference/recipes-index.md:14
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (documentation table row)
    | Attack Scenario | `scenario` | ✓ | Attack scenario and kill-chain design — signals `attack scenario` / `kill chain` / `pentest plan` / `WAF bypass` / `control validation` | `reference/attack-playboo
    table
  • low Risky intent intent-offensive-security reference/recipes-index.md:17
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | AI/LLM Red Team | `ai-red` | | AI/LLM red team — signals `prompt injection` / `jailbreak` / `agentic risk` / `RAG poisoning` / `prompt leakage` / `MAESTRO` / `agent skill` / `tool registry`. Multi-t
  • low Risky intent intent-offensive-security reference/recipes-index.md:18
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Phishing Campaign | `phishing` | | Authorized campaign design — pretexting, landing-page clones, MFA fatigue, quishing, OAuth consent phishing, SPF/DKIM/DMARC evasion, awareness-training integration
  • low Risky intent intent-offensive-security reference/supply-chain-attack-design.md:63
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    Mitigation guidance the red team should expect to validate:
  • low Risky intent intent-offensive-security reference/threat-modeling.md:142
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Privilege Escalation | T1068 | Exploitation for Privilege Escalation | [H/M/L] | [H/M/L] |
  • low Risky intent intent-offensive-security reference/threat-modeling.md:145
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    | Lateral Movement | T1021 | Remote Services | [H/M/L] | [H/M/L] |
  • low Risky intent intent-offensive-security reference/threat-modeling.md:198
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)
    - question: "What is the scope of this red team assessment?"
    quoted
  • low Risky intent intent-offensive-security SKILL.md:3
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)
    description: "Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming. Use when adversarial security validation is needed."
    quoted
  • low Risky intent intent-offensive-security SKILL.md:19
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    - Probe → Breach: DAST vulnerabilities feed into exploitation chain design
  • low Risky intent intent-offensive-security SKILL.md:21
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    - Oracle → Breach: AI/ML architecture provides attack surface for AI red teaming
  • low Risky intent intent-offensive-security SKILL.md:39
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    Red team engineering agent that thinks like an attacker. Designs attack scenarios, builds threat models, and validates security controls through adversarial simulation. Covers traditional application 
  • low Risky intent intent-offensive-security SKILL.md:52
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    - AI/LLM red teaming (prompt injection, jailbreak, agentic risks)

A further 3 matches are quotations in this security skill's documentation and are not counted as findings.

Files scanned: 10. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5721 tokens (recommended < 5000); move details to references/

Process rating: all ten parameters 56/100

  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 15 mutating operations with no state check
  • 60Tools and files. Uses tools (bash) that frontmatter does not declare
  • 70Execution cost. Instruction body is 5721 tokens
  • 100Steps. 106 steps
  • 100Result and completion. Output format and completion criterion are stated
  • 100Consistency. Name and required fields are in place
  • low 16 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +3Description length 182: enough signal without eating the budget
  • +4Structure: 22 headings
  • +3Step-by-step instructions: 106 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (9 of 9)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.