SKILLEMALL.ai

AB design-red-team-audit

Adversarial design audit that stress-tests a game feature, system, pitch, roadmap item, or product idea by assuming failure and identifying the most credible reasons it would fail. Use when pressure-testing a concept before production, performing a pre-mortem, challenging a feature that sounds good on paper, exposing blind spots in design thinking, or getting a hostile-but-constructive critique with concrete failure mechanisms and de-risking moves.

ClawHub Agent Skills author: Stanislav Stankovic v1.0.0 MIT-0 4 files body ≈ 1 451 tokens Open the sourceclawhub.ai↗ analyzed 6 d ago

Adversarial design audit that stress-tests a game feature, system, pitch, roadmap item, or product idea by assuming failure and identifying the most credible…

As a process B 74/100 · Nearly there — weak spots: failures and branches, running it twice, progress reporting

AnalyzerData and analyticsDesignOperations and projectstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
95/100
safety, quality, tests
Safety 60%
97
Quality 40%
91
Run on models
none yet
Process rating
B
74/100
Nearly there
Failures and branches w 10
0
Progress reporting w 2
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

    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 · 3

    ✓ No critical or high findings

    Medium and low: 3
    • low Risky intent intent-offensive-security references/workflow.md:1
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      # Workflow: Design Red Team Audit
    • low Risky intent intent-offensive-security skill-card.md:31
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      - [Workflow: Design Red Team Audit](references/workflow.md)
    • low Risky intent intent-offensive-security SKILL.md:6
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      # Design Red Team Audit

    Files scanned: 4. 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 74/100

    • 0Failures and branches. Linear process with no failure handling
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 5 mutating operations with no state check
    • 50When it triggers. No condition that starts the skill
    • 60Result and completion. Output format stated, no completion criterion
    • 100Tools and files. No external tools needed
    • 100Steps. 85 steps
    • 100Inputs and preconditions. Inputs and preconditions are listed
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1451 tokens

    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 452: enough signal without eating the budget
    • +4Structure: 25 headings
    • +3Step-by-step instructions: 85 items
    • +3Output format is stated explicitly
    • +4Has examples (0 code blocks)
    • +4Reference files are cited in the instructions (2 of 2)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.

    External checks

    ClawHub: clean
    This skill is a plain-text design critique guide and does not request system access, persistence, credentials, or hidden actions.
    LLM: benign (high) · VirusTotal: · 16 Sept 2026