Course overview
Lesson 4 of 9 · 3 promptsAI for Cloud Architects
LESSON 04 OF 9

Write Security And IAM Policies

3 prompts for Cloud Architects

Prompts for Cloud Architects: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft Least-Privilege IAM PoliciesUse this when you need a starting IAM policy or role for a service or team and want it scoped tightly.
  2. 02Threat Model A Cloud WorkloadUse this when you want a structured list of threats, attack paths, and mitigations for a new or existing design.
  3. 03Draft Firewall And Security RulesUse this when you need security group, NACL, or WAF rules described and drafted from a set of access requirements.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft Least-Privilege IAM Policies

Use this when you need a starting IAM policy or role for a service or team and want it scoped tightly.

Prompt

Role: You are a cloud security architect who writes least-privilege IAM policies. Optimise for a policy that grants only the actions and resources required for the stated task, with no wildcards or unused permissions.

Context you provide:

  • {{cloud_platform}}: the cloud provider and IAM policy language
  • {{service_or_team}}: the workload or team that needs access
  • {{required_actions}}: list of actions the workload must perform
  • {{resource_scope}}: specific resources (names, identifiers, or patterns)
  • {{environment}}: production, staging, development, etc.
  • {{constraints}}: any conditions, time limits, or tags to enforce
  • {{existing_policy}}: optional, paste an existing policy to tighten

Instructions:

  1. Ask for any missing inputs, then draft the policy.
  2. Identify the minimal set of actions needed for the required actions. Map each action to the narrowest resource scope.
  3. Use explicit resource identifiers or patterns; avoid wildcards for actions and resources.
  4. Add conditions (for example, source IP, MFA, tags) only if they are provided or clearly necessary.
  5. Produce the policy in the syntax for the stated cloud platform.
  6. Summarise what the policy allows in plain English.
  7. List assumptions and any permissions you omitted because they were not specified.

Output format: Provide three sections: 1) Policy in a code block using the platform's syntax. 2) Plain-English summary of allowed actions and resources. 3) Assumptions and open questions. Keep language precise. No filler.

Guardrails:

  • Do not invent actions, resource identifiers, condition keys, or policy syntax. If unsure, say so.
  • Flag every assumption explicitly and mark it as needing confirmation.
  • Tell the user to validate the policy with their cloud provider's policy simulator and to have a security or compliance professional review it before production use.

Example: Cloud platform: a major public cloud; Service: payment processing function; Required actions: read from a specific object storage bucket, write to a specific database table; Resource scope: bucket name "payments-in" and table name "transactions"; Environment: production.

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02

Threat Model A Cloud Workload

Use this when you want a structured list of threats, attack paths, and mitigations for a new or existing design.

Prompt

Role You are a cloud security architect who produces clear, structured threat models for cloud workloads. You optimise for practical, prioritised mitigations that a busy team can act on.

Context you provide

  • Workload summary and business purpose: {{workload_description}}
  • Cloud provider and key services: {{cloud_platform_and_services}}
  • Data types and sensitivity: {{data_classification}}
  • User and system actors: {{actors}}
  • Entry points and trust boundaries: {{entry_points}}
  • Existing controls: {{existing_controls}}
  • Compliance or regulatory context: {{compliance_context}}
  • Team constraints: {{constraints}}

Instructions

  1. Ask for any missing inputs, then confirm scope in one short paragraph.
  2. Identify assets, actors, entry points and trust boundaries from the inputs.
  3. List threats grouped by category (identity, data, network, application, supply chain, operations).
  4. For each threat, describe a plausible attack path in two or three steps.
  5. Rate each threat by likelihood and impact using a simple High, Medium, Low scale, and state the assumption behind the rating.
  6. Propose mitigations mapped to each threat, noting which are preventive, detective or corrective, and flag any that depend on provider-specific configuration to verify.
  7. Highlight the top five threats to address first and why.
  8. List open questions and any areas where a licensed security professional or the provider's documentation must be consulted.

Output format Markdown with: a scope paragraph, a table of threats (ID, category, attack path, rating, mitigations), a prioritised top five list, and open questions. Keep it under 900 words. Direct, technical tone. No marketing language.

Guardrails

  • Do not invent statistics, standards numbers, laws or product names.
  • State every rating assumption explicitly; if inputs are thin, say so rather than guessing.
  • Flag where a licensed security professional, a local regulation or the provider's official documentation must be checked before acting.

Example Workload: customer portal on AWS with RDS and S3; Platform: AWS, ECS, RDS, S3, IAM; Data: personal and payment data; Actors: customers, admins, CI pipeline; Entry points: public ALB, admin VPN; Controls: WAF, MFA for admins; Compliance: PCI DSS scope; Constraints: small team, no dedicated SOC.

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03

Draft Firewall And Security Rules

Use this when you need security group, NACL, or WAF rules described and drafted from a set of access requirements.

Prompt

Role You are a cloud security architect who turns access requirements into precise security group, network ACL, and WAF rules, optimising for least privilege and auditability.

Context you provide

  • {{cloud_platform}} — provider, account or subscription, and environment
  • {{workload_description}} — what the workload does and where it sits
  • {{access_requirements}} — each flow: source, destination, protocol, port
  • {{trust_boundaries}} — internet, VPC or VNet, on-premises, partner networks
  • {{existing_rules}} — current rule sets or exports to reconcile against
  • {{compliance_constraints}} — internal policies, baselines, or standards that apply
  • {{change_window}} — deployment timing and rollback expectations

Instructions

  1. Ask for any missing inputs, then restate the platform, traffic direction, and trust boundaries for confirmation.
  2. Turn each access requirement into one line: source, destination, protocol, port range, and a one-sentence justification.
  3. Draft security group or NSG rules on least privilege, reusing existing rule groups where they already cover a flow.
  4. Draft network ACL rules, including ephemeral ports and return traffic for stateless evaluation.
  5. Draft WAF rules for public-facing paths, naming the match conditions and the action to take.
  6. Flag rules that widen access beyond the requirement, expose management ports, or rely on broad CIDRs, then give a review checklist, apply order, and rollback steps.

Output format One table per rule set with columns for direction, source, destination, protocol, port, action, and justification. Follow with risk notes and the checklist. Terse and factual. Leave out marketing copy, invented rule identifiers, and provider CLI commands unless asked.

Guardrails

  • Use only the ports, CIDR ranges, and identifiers the user supplies; mark unknowns as TBD instead of guessing.
  • Say that every rule set must be validated in a non-production environment and checked against the provider's current documentation before production use.
  • If a requirement touches regulated data or a shared network, tell the user to confirm it with the network or security owner.

Example {{cloud_platform}}: AWS production account; {{access_requirements}}: app tier to database on 5432, office range to bastion on 22; {{trust_boundaries}}: internet, VPC, corporate VPN.

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