Atlas / Skills / leoyeai / Risk Management Specialist

Risk Management SpecialistSAFE

skills/leoyeai/risk-management-specialist

🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
2,160
01

Overview

🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai

Read from source at commit 4f3b4a2a472eOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: "risk-management-specialist"
description: Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.
---

# Risk Management Specialist

ISO 14971:2019 risk management implementation throughout the medical device lifecycle.

---

## Table of Contents

- [Risk Management Planning Workflow](#risk-management-planning-workflow)
- [Risk Analysis Workflow](#risk-analysis-workflow)
- [Risk Evaluation Workflow](#risk-evaluation-workflow)
- [Risk Control Workflow](#risk-control-workflow)
- [Post-Production Risk Management](#post-production-risk-management)
- [Risk Assessment Templates](#risk-assessment-templates)
- [Decision Frameworks](#decision-frameworks)
- [Tools and References](#tools-and-references)

---

## Risk Management Planning Workflow

Establish risk management process per ISO 14971.

### Workflow: Create Risk Management Plan

1. Define scope of risk management activities:
   - Medical device identification
   - Lifecycle stages covered
   - Applicable standards and regulations
2. Establish risk acceptability criteria:
   - Define probability categories (P1-P5)
   - Define severity categories (S1-S5)
   - Create risk matrix with acceptance thresholds
3. Assign responsibilities:
   - Risk management lead
   - Subject matter experts
   - Approval authorities
4. Define verification activities:
   - Methods for control verification
   - Acceptance criteria
5. Plan production and post-production activities:
   - Information sources
   - Review triggers
   - Update procedures
6. Obtain plan approval
7. Establish risk management file
8. **Validation:** Plan approved; acceptability criteria defined; responsibilities assigned; file established

### Risk Management Plan Content

| Section | Content | Evidence |
|---------|---------|----------|
| Scope | Device and lifecycle coverage | Scope statement |
| Criteria | Risk acceptability matrix | Risk matrix document |
| Responsibilities | Roles and authorities | RACI chart |
| Verification | Methods and acceptance | Verification plan |
| Production/Post-Production | Monitoring activities | Surveillance plan |

### Risk Acceptability Matrix (5x5)

| Probability \ Severity | Negligible | Minor | Serious | Critical | Catastrophic |
|------------------------|------------|-------|---------|----------|--------------|
| **Frequent (P5)** | Medium | High | High | Unacceptable | Unacceptable |
| **Probable (P4)** | Medium | Medium | High | High | Unacceptable |
| **Occasional (P3)** | Low | Medium | Medium | High | High |
| **Remote (P2)** | Low | Low | Medium | Medium | High |
| **Improbable (P1)** | Low | Low | Low | Medium | Medium |

### Risk Level Actions

| Level | Acceptable | Action Required |
|-------|------------|-----------------|
| Low | Yes | Document and accept |
| Medium | ALARP | Reduce if practicable; document rationale |
| High | ALARP | Reduction required; demonstrate ALARP |
| Unacceptable | No | Design change mandatory |

---

## Risk Analysis Workflow

Identify hazards and estimate risks systematically.

### Workflow: Conduct Risk Analysis

1. Define intended use and reasonably foreseeable misuse:
   - Medical indication
   - Patient population
   - User population
   - Use environment
2. Select analysis method(s):
   - FMEA for component/function analysis
   - FTA for system-level analysis
   - HAZOP for process deviations
   - Use Error Analysis for user interaction
3. Identify hazards by category:
   - Energy hazards (electrical, mechanical, thermal)
   - Biological hazards (bioburden, biocompatibility)
   - Chemical hazards (residues, leachables)
   - Operational hazards (software, use errors)
4. Determine hazardous situations:
   - Sequence of events
   - Foreseeable misuse scenarios
   - Single fault conditions
5. Estimate probability of harm (P1-P5)
6. Estimate severity of harm (S1-S5)
7. Document in hazard analysis worksheet
8. **Validation:** All hazard categories addressed; all hazards documented; probability and severity assigned

### Hazard Categories Checklist

| Category | Examples | Analyzed |
|----------|----------|----------|
| Electrical | Shock, burns, interference | ☐ |
| Mechanical | Crushing, cutting, entrapment | ☐ |
| Thermal | Burns, tissue damage | ☐ |
| Radiation | Ionizing, non-ionizing | ☐ |
| Biological | Infection, biocompatibility | ☐ |
| Chemical | Toxicity, irritation | ☐ |
| Software | Incorrect output, timing | ☐ |
| Use Error | Misuse, perception, cognition | ☐ |
| Environment | EMC, mechanical stress | ☐ |

### Analysis Method Selection

| Situation | Recommended Method |
|-----------|-------------------|
| Component failures | FMEA |
| System-level failure | FTA |
| Process deviations | HAZOP |
| User interaction | Use Error Analysis |
| Software behavior | Software FMEA |
| Early design phase | PHA |

### Probability Criteria

| Level | Name | Description | Frequency |
|-------|------|-------------|-----------|
| P5 | Frequent | Expected to occur | >10−3 |
| P4 | Probable | Likely to occur | 10−3 to 10−4 |
| P3 | Occasional | May occur | 10−4 to 10−5 |
| P2 | Remote | Unlikely | 10−5 to 10−6 |
| P1 | Improbable | Very unlikely | <10−6 |

### Severity Criteria

| Level | Name | Description | Harm |
|-------|------|-------------|------|
| S5 | Catastrophic | Death | Death |
| S4 | Critical | Permanent impairment | Irreversible injury |
| S3 | Serious | Injury requiring intervention | Reversible injury |
| S2 | Minor | Temporary discomfort | No treatment needed |
| S1 | Negligible | Inconvenience | No injury |

See: [references/risk-analysis-methods.md](references/risk-analysis-methods.md)

---

## Risk Evaluation Workflow

Evaluate risks a
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

MEDIUMObfuscation / stealth · obf.base64_blob · CWE-506, CWE-94
skills/compdf-conversion-cli/scripts/license.xml:9
<key>k5Ey9KFlkqpj+SDkUw+5ED9lTA3En/qUi0zdrydUCH3kMWTE3Eh65NXnFCaxlY2omY2JHnlEoK7Li7oOEvM7eG5VPdcO/sFlMfoCRdnLYdepJ+uLzYwOWR8W4yQVve/clxVFTVRL4DFleKInGdpAxIbHZT2yi4ADAMENls1N1XSLojRuqXePXDeAT/4Mv4TTx0s

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f3b4a2a472efull audit observations/trust-audit/skill/leoyeai__risk-management-specialist.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f3b4a2a472eSAFEB89first audit
06

Questions

What does the Risk Management Specialist skill do?

🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai

Is Risk Management Specialist safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Risk Management Specialist access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Risk Management Specialist work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f3b4a2a472e), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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