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Consent And Agency

skill-owl-listener-ai-design-skills-consent-and-agency · by Owl-Listener

Designing for informed user consent, opt-out, and human override.

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Install

$ agentstack add skill-owl-listener-ai-design-skills-consent-and-agency

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Consent and Agency

AI products make decisions, take actions, and process information on behalf of users. Consent and agency design ensures users remain in control — understanding what the AI does, agreeing to it, and being able to override it.

Informed Consent for AI

Users should understand and agree to:

  • What data the AI uses: Conversation history, personal data, uploaded documents, browsing behaviour
  • What the AI does with it: Training, personalisation, sharing with third parties, storage
  • What actions the AI takes: Sending messages, making changes, accessing systems
  • What the AI can't do: Limitations that might affect the user's expectations

Consent is not a checkbox at sign-up. It's an ongoing design challenge throughout the experience.

Designing for Agency

Agency means the user feels — and is — in control:

  • Opt-in over opt-out: AI features should be activated by the user, not imposed
  • Reversibility: AI actions should be undoable wherever possible
  • Override mechanisms: The user can always stop, redirect, or override the AI
  • Exit paths: The user can disengage from AI assistance at any point without penalty
  • Preference controls: The user can adjust AI behaviour, scope, and autonomy levels

Consent Patterns

  • Progressive consent: Ask for permission incrementally as new capabilities are needed, not all at once
  • Contextual consent: Ask at the moment the action is about to happen, not in advance
  • Granular consent: Let users consent to specific actions or data uses, not blanket permissions
  • Revocable consent: Users can withdraw consent and have that withdrawal take effect

Agency Anti-Patterns

  • Dark patterns: Making it hard to opt out or override the AI
  • Consent fatigue: Asking for permission so often that users click through without reading
  • Learned helplessness: AI does so much that users forget how to do things themselves
  • Invisible actions: The AI takes actions the user doesn't know about
  • Irreversible defaults: AI actions that can't be undone without user awareness

Design Artefacts

  • Consent flow diagrams per feature
  • Agency checkpoint specifications
  • Override mechanism inventory
  • Data use transparency matrix
  • Opt-out path designs

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.