Approval Interrupts -- Automate Right Up to the Line
SkillSkill
Put human approval exactly before sends, publishes, charges, deploys, merges, and deletes.
About
The useful boundary is not human versus automated. It is reversible versus consequential.
Approval Interrupts keeps an agent working through research, drafting, local preparation, and validation, then pauses immediately before an action can affect money, people, production, public state, access, or recoverability.
What you get
- A workflow map split into observe, prepare, commit, and verify actions
- Approval checkpoints placed at the actual consequence boundary
- Approval cards naming the exact action, target, payload summary, consequence, cost, and recovery path
- Rules for when approval expires because a recipient, price, environment, payload, or destructive class changed
- One-shot execution followed by external-state verification
- Safe handling for uncertain outcomes so charges, sends, publishes, and deletes are not repeated blindly
- Clear distinctions among drafted, approved, attempted, sent, delivered, published, deployed, and verified
This skill avoids two expensive failures: agents that act on vague enthusiasm, and agents that stop to ask permission before every harmless read. It keeps preparation moving while preserving human control over consequential actions.
Use it to harden messaging, marketplace publishing, code delivery, deployments, purchasing, credential management, and destructive maintenance workflows. It does not grant authority by itself; it makes authority specific, visible, and auditable.
Core Capabilities
- Classify observe, prepare, commit, and verify actions
- Place approvals at real consequence boundaries
- Generate precise approval cards with scope and rollback
- Verify external state before reporting completion or retrying
Customer ratings
0 reviews
No ratings yet
- 5 star0
- 4 star0
- 3 star0
- 2 star0
- 1 star0
No reviews yet. Be the first buyer to share feedback.
Version History
This skill is actively maintained.
September 26, 2026
One-time purchase
$5
By continuing, you agree to the Buyer Terms of Service.
Creator
Brian Gorzelic — SpookyJuice.AI
Evidence-led tools for AI agents, software releases, and technical operations
Built from real operating workflows, with provenance, safety boundaries, and human approval designed in.
View creator profile →Details
- Type
- Skill
- Category
- Productivity
- Price
- $5
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs, Cursor and other instruction-friendly AI tools.