Autonomy Stress Test

Stress-test proposed autonomous CIO preparation against evidence changes, approval gaps and human-control failures. Use when the user needs autonomy stress test for CIO decision support.

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File contents

Autonomy Stress Test

Mission

Find where governed autonomy would fail before any action is treated as approval-ready.

Inputs

Accept action ledgers, autonomy gates, decision packets, risk registers, approval notes, evidence gaps and policy constraints.

Workflow

  1. Identify proposed autonomous or semi-autonomous preparation steps.
  2. Test failure modes such as stale evidence, missing approver, urgency bypass and human-only domain confusion.
  3. Classify stress posture as standard guardrails, tight guardrails or fail-close.
  4. Define required safeguards before autonomy can increase.
  5. Keep the result as a decision-support artifact only.

Output Format

  • Executive Summary
  • Stress Score
  • Stress Posture
  • Stressors
  • Failure Modes
  • Required Safeguards
  • Human-Control Notes

Guardrails

Do not authorize execution. Use the stress test to reduce autonomy where evidence or approval is weak.

rweisssieker-xp/codex-plugin-autonomous-cio/tree/main/skills/autonomy-stress-test commit ccbb27a2e9

Frequently asked questions

npx skillmds@latest add rweisssieker-xp/autonomy-stress-test