AB security-review
Review a design, PR, or feature for security issues before it ships. Use when asked to do a security review, security-review a change/PR, or check a feature for vulnerabilities. Produces a structured review across the common risk areas (authn/authz, input handling, secrets, data exposure, dependencies), findings ranked by severity with concrete fixes, and a ship / fix-first verdict. For code and systems you own or are authorized to review.
Review a design, PR, or feature for security issues before it ships.
As a process B 70/100 · Nearly there — weak spots: when it triggers, failures and branches, progress reporting
How to improve
- 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 · 4
✓ No critical or high findings
Medium and low: 4
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low Risky intent
intent-offensive-securitySKILL.md:11Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (detector / deny-list definition)complements (not replaces) automated scanners and a formal pentest.
detector -
low Risky intent
intent-offensive-securitySKILL.md:28Offensive-security / dual-use content (legitimate for authorised testing; review intended use)1. **AuthN / AuthZ** — is identity verified, and is every action authorized (incl. object-level / IDOR, privilege escalation)?
-
low Risky intent
intent-offensive-securitySKILL.md:45Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (detector / deny-list definition)**Follow-ups** — anything needing a scanner, a pentest, or a deeper look.
detector -
low Risky intent
intent-offensive-securitySKILL.md:53Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (detector / deny-list definition)- [ ] Existing good controls are acknowledged; deeper follow-ups (scanner/pentest) are flagged
detector
Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 70/100
- 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
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Tools and files. No external tools needed
- 100Steps. 19 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 788 tokens
- 100Running it twice. No mutating operations
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
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)
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 443: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 19 items
- +3Output format is stated explicitly
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.