CC fda-consultant-specialist
FDA regulatory consultant for medical device companies, covering 510(k)/PMA/De Novo pathways, QSR (21 CFR 820), HIPAA, and device cybersecurity. Use for FDA submissions, predicate and substantial-equivalence analysis, and premarket strategy.
FDA regulatory consultant for medical device companies, covering 510(k)/PMA/De Novo pathways, QSR (21 CFR 820), HIPAA, and device cybersecurity.
As a process C 57/100 · Has gaps — weak spots: result and completion, inputs and preconditions, execution cost
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- 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 · 7
✓ No critical or high findings
Medium and low: 7
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low Risky intent
intent-offensive-securityreferences/device_cybersecurity_guidance.md:72Offensive-security / dual-use content (legitimate for authorised testing; review intended use)│ ├── Penetration testing
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low Risky intent
intent-offensive-securityreferences/device_cybersecurity_guidance.md:104Offensive-security / dual-use content (legitimate for authorised testing; review intended use)| Penetration testing | Required | Recommended |
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low Risky intent
intent-offensive-securityreferences/device_cybersecurity_guidance.md:504Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- Bug bounty program: [if applicable]
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low Risky intent
intent-offensive-securityreferences/device_cybersecurity_guidance.md:604Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- [ ] Penetration test report
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low Risky intent
intent-offensive-securityreferences/device_cybersecurity_guidance.md:674Offensive-security / dual-use content (legitimate for authorised testing; review intended use)| Insufficient testing | Conduct penetration testing |
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low Risky intent
intent-offensive-securitySKILL.md:259Offensive-security / dual-use content (legitimate for authorised testing; review intended use)| Security Testing | Penetration testing, vulnerability scanning |
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low Risky intent
intent-offensive-securitySKILL.md:468Offensive-security / dual-use content (legitimate for authorised testing; review intended use)│ ├── Penetration testing report
Files scanned: 9. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 8091 tokens (recommended < 5000); move details to references/ - note
edit-residuethe text marks something as outdated (lines 320, 322, 586, 635): check that old rules are not kept next to new ones — the full check reads the text for contradictions
Process rating: all ten parameters 57/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 7 mutating operations with no state check
- 40Result and completion. Does not say what the result is
- 40Execution cost. Instruction body is 8091 tokens: crowds the task out of the window
- 50When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (bash) that frontmatter does not declare
- 85Steps. 95 steps, 1 vague phrases
- 100Failures and branches. 1 branches, has a failure section
- 100Consistency. Name and required fields are in place
- low 21 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)
- +3Output format is not stated: the model decides each time
- +2Single-language instructions
- +3Description length 241: enough signal without eating the budget
- +4Structure: 58 headings
- +3Step-by-step instructions: 95 items
- +4Has examples (8 code blocks)
- +4Reference files are cited in the instructions (5 of 5)
- +3All 3 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.