compliance scenario training builder

    1

    Converts compliance policies into realistic, decision-based training scenarios and facilitator guides.

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    compliance scenario training builder

    Example session with this skill installed

    Create a 15-minute training scenario for mid-level procurement managers about gifts and entertainment. I have a general policy but need a realistic case study with decision branches.

    • Read your context and instructions
    • Compiled the compliance scenario training

    I have developed a decision-based training module for procurement managers focused on the 'Gifts and Entertainment' policy. The scenario centers on a high-stakes vendor negotiation involving ambiguous hospitality offers.

    Procurement Ethics: The "Preferred Partner" Dinner

    Risk ElementPolicy ContextLearner Behavior
    Improper BenefitPolicy-backed (Sec 4.2)Recognize facts indicating a conflict.
    TransparencyGeneral-practiceDisclose the offer to a supervisor early.
    ThresholdsPLACEHOLDERConsult current gift registry limits.

    Learner Scenario: The Closing Dinner

    You are finalizing a $2M contract with 'Apex Systems.' The account manager, a former colleague, invites you to a private "project wrap-up" dinner at an exclusive venue. They mention their CEO will be there to "personally thank you" for the partnership. The vendor is currently in a competitive bidding process for a second, larger contract with your firm.

    The Decision Point:
    How do you respond to the invitation?

    1. Option A (Risky): Attend the dinner to build the relationship, but insist on paying for your own meal.

    Option B (Safer): Decline the dinner, citing the active bidding process, and suggest a meeting at your office during business hours.
    3.

    Option C (Incomplete): Attend the dinner but don't mention the second contract or the CEO's presence to your manager.

    Discussion Prompts

    • Which facts in this scenario suggest a potential breach of the Procurement Code of Conduct?
    • How does the "active bidding process" change the risk profile of this interaction?
    • What specific details should be included in a disclosure message to your manager?

    Facilitator Guidance

    • Key Point: Focus on the timing of the offer rather than just the value of the meal.

    Misconception: Learners often think paying for their own meal solves the conflict of interest created by the CEO's presence.

    Escalation: If a learner mentions they have experienced this, redirect them to the internal Compliance Hotline rather than discussing specific real-world cases.

    Next steps

    1. Insert the current monetary gift threshold into the PLACEHOLDER section.
    2. Confirm the internal disclosure email address for procurement staff.
    3. Send this draft to the Legal/Compliance lead for policy-alignment review.

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

    About this skill

    The problem

    Compliance training often fails because it focuses on memorizing rules instead of navigating gray areas. Employees struggle to apply dry policy text to high-pressure, ambiguous business situations where the right choice isn't immediately obvious.

    What it does

    • Converts raw policy documents into realistic, decision-based training scenarios.
    • Maps specific compliance risks to observable learner behaviors and escalation paths.
    • Generates structured learner materials, facilitator guides, and evidence-based assessments.
    • Strictly distinguishes between policy-backed rules, general practices, and placeholders to prevent misinformation.
    • Builds plausible branching choices that test recognition, disclosure, and safer decision-making.

    Why this beats prompting it yourself

    Generic prompts often hallucinate specific legal thresholds or invent company hotlines. This skill enforces a rigorous discipline of labeling "unknowns" and "placeholders," ensuring your training materials never present unauthorized guesses as authoritative company rules. It structures output for immediate classroom or LMS use with professional facilitator cues and learner handouts.

    Use cases

    • Creating ethical decision-making exercises for manager leadership programs.
    • Developing conflict of interest scenarios for annual employee certification.
    • Building role-play prompts for anti-bribery or privacy data handling workshops.
    • Drafting scenario-based assessments to validate policy comprehension.

    Known limitations

    Does not provide legal advice or invent specific monetary approval thresholds. Requires a human policy owner to confirm all placeholder reporting channels and jurisdictional rules.

    Requires manual entry of specific company reporting channels and monetary limits. Does not provide legal conclusions or jurisdiction-specific regulatory requirements.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    What's inside

    Frequently Asked Questions

    This skill converts dry policy text into realistic, branching scenarios that test how employees navigate ambiguous "gray area" situations, ensuring they can apply rules to real-world business pressures.

    It provides a structured output including immersive learner scenarios, detailed facilitator guides with discussion cues, and evidence-based assessment questions ready for LMS or classroom use.

    To ensure total accuracy, the skill labels specific thresholds (like dollar amounts or hotlines) as "placeholders" for you to fill in, preventing the AI from hallucinating incorrect legal or company data.

    Once you add the skill to your AI workspace, simply upload or paste your policy documents; the agent will then guide you through a brief intake process to define the training's specific goals and target audience.

    The skill is designed to work with most major LLM-based agents; it focuses on logical structuring and risk mapping, making the output compatible with standard document editors and e-learning authoring tools.

    Purchasing this skill grants you permanent access to the scenario builder, including any future logic updates or enhancements to the scenario branching templates provided by the developer.

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