AI Skill Report Card

Governing Security Policy

A-89·Sep 27, 2026·Source: Web
14 / 15

Given a system, change, or incident to evaluate, produce four artifacts in order:

  1. Security Assessment — narrative of what was reviewed, scope, and findings
  2. Risk Score — quantified risk (e.g., 1-10 or Low/Medium/High/Critical) per finding + overall
  3. Control Matrix — table mapping threats to existing/required controls
  4. Mitigation Plan — prioritized, actionable remediation steps with owners and timelines

Example invocation: "A new vendor API will handle customer PII. Assess the security risk." → Run the full workflow below and output all four sections.

Recommendation▾
Add a second example covering a different scenario (e.g., an access control audit or incident response) to show versatility beyond the vendor API case
15 / 15

Progress:

  • Step 1: Define scope (what system/asset/process is being governed)
  • Step 2: Identify trust boundaries (who/what is trusted, at what level)
  • Step 3: Enumerate threats against those boundaries (STRIDE or similar)
  • Step 4: Score risk (likelihood × impact) per threat
  • Step 5: Map each threat to existing controls; flag gaps
  • Step 6: Produce prioritized mitigation plan for gaps

Step 1 — Scope Identify the asset (system, data flow, integration, access path). State explicitly what is IN and OUT of scope.

Step 2 — Trust Boundaries List all actors/components and their trust level: Untrusted, Semi-trusted (external partner), Trusted-internal, Privileged/Admin. Flag any boundary crossing without validation (e.g., untrusted input reaching a trusted process).

Step 3 — Threat Enumeration Use STRIDE: Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege. For each applicable threat, describe the attack vector concretely (not generic).

Step 4 — Risk Scoring Score each threat: Risk = Likelihood (1-5) × Impact (1-5), then bucket:

  • 1-6: Low
  • 7-14: Medium
  • 15-20: High
  • 21-25: Critical

Overall risk score = highest individual score, noted alongside average.

Step 5 — Control Matrix Table columns: Threat | Likelihood | Impact | Risk Score | Existing Control | Status (Adequate/Gap/Missing) | Required Control

Step 6 — Mitigation Plan Prioritize by risk score descending. Each item: Action | Owner | Priority (P0-P3) | Target Timeline | Dependency

Recommendation▾
Include a brief note on handling ambiguous or insufficient input scope (e.g., when scope details are unclear, what assumptions to state)
16 / 20

Example 1: Input: "New vendor API integration will handle customer PII, authenticated via a shared API key stored in a config file."

Output:

Recommendation▾
Show a residual-risk re-scoring example after mitigations, since the Best Practices section mentions it but no example demonstrates it

Scope: Vendor API integration for PII exchange. Reviewed authentication method, data-in-transit handling, and credential storage. Shared API key stored in plaintext config file is a critical exposure point; no key rotation or scoping observed.

  • Credential exposure (plaintext key in config): Likelihood 4, Impact 5 → 20 (High)
  • No key rotation: Likelihood 3, Impact 4 → 12 (Medium)
  • PII in transit without confirmed TLS enforcement: Likelihood 2, Impact 5 → 10 (Medium) Overall: High (20)
ThreatLikelihoodImpactRisk ScoreExisting ControlStatusRequired Control
Credential leak via config file4520NoneMissingSecrets manager (Vault/KMS)
Stale/compromised key never rotated3412NoneMissing90-day auto-rotation policy
PII intercepted in transit2510TLS assumedGapEnforce TLS 1.2+, cert pinning
  1. Move API key to secrets manager — Security Eng — P0 — 3 days — none
  2. Enforce TLS 1.2+ with cert validation — Platform Eng — P0 — 3 days — none
  3. Implement 90-day key rotation — Security Eng — P1 — 2 weeks — secrets manager
  4. Add audit logging on key usage — Security Eng — P2 — 3 weeks — secrets manager
  • Always tie risk scores to concrete, described attack vectors — never score abstractly.
  • Treat any trust-boundary crossing (external → internal, untrusted → privileged) as high scrutiny by default.
  • Prefer least-privilege and default-deny framing in required controls.
  • Distinguish "Gap" (partial/unverified control) from "Missing" (no control at all) — mitigation urgency differs.
  • Mitigation actions must be specific and assignable — no vague items like "improve security."
  • Re-score risk after proposed mitigations are applied to show residual risk if asked.
  • Don't skip trust boundary mapping — most real risk lives at boundary crossings, not inside trusted zones.
  • Don't assign risk scores without stating both likelihood and impact separately.
  • Don't produce a mitigation plan without prioritization — unordered lists get ignored.
  • Don't conflate compliance checklists with actual risk assessment; policy adherence ≠ absence of risk.
  • Don't omit the "Status" column in the control matrix — a control's mere existence isn't sufficient, its adequacy must be stated.
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
15/15
Examples
16/20
Completeness
16/20
Format
14/15
Conciseness
14/15