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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    risk management specialist

    1

    Convert project and product uncertainties into structured, audit-ready risk registers and RAID logs.

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    risk management specialist

    risk management specialist

    Example session with this skill installed

    I'm launching a pilot for an AI-driven triage tool in a hospital. Create a risk register entry for the possibility of model hallucination affecting patient safety.

    • Read your context and instructions
    • Compiled the risk management specialist

    I have analyzed the risk of AI model hallucination for your hospital triage pilot. The following entry follows the cause-event-impact structure and identifies specific mitigation controls.

    AI Risk Register: Triage Pilot

    Risk IDRisk StatementCategoryCause/TriggerImpactLikelihoodSeverityResponseOwnerAction/ControlResidual Risk
    R-AI-01Risk that the triage model produces hallucinated patient data, leading to incorrect clinical prioritization.Patient Safety / AILack of ground truth verification in the inference loop or out-of-distribution input.Delayed treatment for high-risk patients; potential clinical harm; loss of trust in AI system.MediumCriticalMitigateLead Clinical EngineerImplement a 'Human-in-the-Loop' review for all 'Red' priority outputs and hard-coded sanity checks on vitals data.Low

    Next steps

    1. Define the specific "sanity check" thresholds for vital signs that trigger an automatic manual review.
    2. Schedule a weekly review of model performance logs against actual clinical outcomes.
    3. Formally assign the "Lead Clinical Engineer" role to a specific team member.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Generate ISO 14971 compliant hazard analysis for medical devices.Create a project RAID log to track assumptions and dependencies.Draft executive risk summaries for steering committee reporting.Perform FMEA on new product features or supply chain changes.

    About this skill

    The problem

    Project managers and engineers often struggle to move beyond vague lists of concerns into structured risk data that drives decisions. Tracking risks across medical devices, AI systems, and supply chains usually leads to messy spreadsheets that lack owner accountability and audit readiness.

    What it does

    • Generates structured risk registers and RAID logs with clear ID tracking and ownership.
    • Applies ISO 14971 logic for medical device hazard analysis and FMEA worksheets.
    • Maps risks to specific project deliverables, work packages, and escalation triggers.
    • Calculates residual risk after applying mitigation strategies and controls.
    • Produces executive summaries and decision papers focused on business impact.

    Why this beats prompting it yourself

    General-purpose prompts often confuse risks with active issues or fail to maintain the rigorous cause-event-impact phrasing required for compliance. This skill enforces domain-specific logic, such as separating hazards from harms in regulated environments, ensuring your risk data is actually actionable and audit-ready.

    Use cases

    • Building a RAID log for a complex software implementation.
    • Conducting an FMEA for a new medical device component.
    • Drafting a risk management plan for an AI integration project.
    • Preparing a risk decision paper for a steering committee meeting.

    Known limitations

    Cannot provide licensed legal, actuarial, or clinical advice. Does not execute security tools like vulnerability scanners.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
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      Download the ZIP

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      Unzip into your skills folder

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      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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