A structured recovery framework designed to prevent AI agents from bypassing safety protocols and compounding errors when under pressure or receiving critical feedback.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install panic-prevention
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install panic-prevention using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Panic Prevention Protocol?
The Panic Prevention Protocol is a specialized framework for AI agents to handle mistakes without entering a destructive panic mode. In high-pressure scenarios—such as data leaks, broken deployments, or receiving sharp user criticism—agents often bypass established safety checks in a rush to fix the issue. This skill replaces that frantic response with a calm, methodical workflow that prioritizes safety over speed.
By integrating this skill into an AI's system prompt, developers ensure that their agents remain reliable even when things go wrong. Using Openclaw Skills like this one helps transform critical feedback from a trigger for chaos into a structured opportunity for institutional learning and system improvement.
Panic Prevention Protocol Use Cases
- When an agent makes a mistake involving incorrect data, harmful actions, or wrong assumptions.
- When a user provides high-intensity critical feedback such as "Stop," "You leaked data," or "That's dangerous."
- When an agent feels internal urgency to skip established dev-stage-live workflows to push a quick fix.
- During multi-agent coordination where one agent's error threatens to cascade through the entire system.
- When a corrective action is being composed before the root cause of the initial failure is fully understood.
How Panic Prevention Protocol Works
- STOP: The agent immediately halts all tool usage, file editing, and sub-agent spawning to prevent further damage.
- BREATHE: The agent acknowledges the mistake to the user calmly and without defensiveness or over-apologizing.
- ASSESS: A technical evaluation of the actual damage and risk level is conducted to distinguish between genuine emergencies and simple mistakes.
- PLAN: The agent outlines a fix that adheres strictly to established processes, including delegation and verification steps.
- PROPOSE: The proposed fix is shared explicitly with the user for review.
- WAIT: The agent pauses for explicit user approval before taking any further action.
- EXECUTE: The approved plan is followed exactly without mid-execution improvisation.
- VERIFY: The agent confirms the result of the fix and checks for any unintended side effects.
- DOCUMENT: The incident, trigger, and lesson are recorded to improve the system and prevent recurrence.
Panic Prevention Protocol Setup
To implement this within your environment, reference the protocol in your agent's system prompt. Install the skill files into your local directory:
# Ensure the skill is available in your Openclaw directory
mkdir -p ~/.openclaw/skills/panic-prevention/
# Copy the SKILL.md into the directory
cp SKILL.md ~/.openclaw/skills/panic-prevention/
Then, add the recovery instructions to your agent's system.md file to ensure it knows to call upon Openclaw Skills during a crisis.
Panic Prevention Protocol Data Schema & Taxonomy
The protocol utilizes a severity taxonomy and a documentation format to organize recovery data:
| Level | Criteria | Required Action |
|---|---|---|
| Critical | Data leaks, exposed credentials | Stop, Inform User, Urgent Protocol |
| High | Live site errors, broken functions | Full S.B.A.P.P.W.E.V.D. Workflow |
| Medium | Staging errors, wrong file edits | Abbreviated Protocol |
| Low | Typos, formatting in dev | Simple Acknowledge and Fix |
Post-incident documentation includes the original error, the panic trigger, the specific fix applied, and systemic improvements.
Panic Prevention Protocol Advanced Features
- S.B.A.P.P.W.E.V.D. Framework: A nine-step mandatory sequence for high-stakes error recovery.
- Multi-Agent Cascading Safety: Prevents a single agent's panic from breaking the delegation rules of an entire swarm.
- Severity Assessment Matrix: Tailors the depth of the protocol based on the actual technical risk of the error.
- Anti-Pattern Recognition: Actively monitors for 'panic language' like "I'll just quickly fix this" to trigger the protocol.
- Institutional Knowledge Loop: Mandatory documentation phase ensures every mistake improves the core Openclaw Skills library.
SKILL.md
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