A standardized safety workflow for AI agents to handle tool failures through bounded retries and transparent communication.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install anti-panic-protocol
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 anti-panic-protocol 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 Anti-Panic Protocol?
The Anti-Panic Protocol is a technical framework designed to manage tool failures under pressure without causing collateral damage or infinite loops. It prioritizes stability by enforcing a strict "Fail Safe" rule, ensuring that when an error occurs, the agent does not spam the user or external services with repeated, failing attempts. This protocol is essential for maintaining the reliability of Openclaw Skills in production environments.
By implementing a structured hierarchy of responses—ranging from identifying the failure to executing exactly two bounded fix attempts—this skill transforms raw technical errors into actionable human insights. It prevents the common pitfall of agents providing raw stack traces, replacing them with clear, outcome-oriented communication that maintains user trust and system integrity.
Anti-Panic Protocol Use Cases
- Managing command-line or tool failures during complex automation tasks.
- Preventing rate-limit exhaustion when interacting with external APIs.
- Standardizing error reporting across multi-agent workflows within Openclaw Skills.
- Handling authentication or security boundary issues that require immediate human intervention.
How Anti-Panic Protocol Works
- Failure Identification: The protocol triggers the moment a tool or command fails, requiring a one-sentence summary of the error.
- Safe Fix Attempt: The agent performs a single, minimal, and safe fix (Fix #1) to resolve the issue.
- Bounded Alternative: If the first fix fails, the agent attempts one secondary alternative approach (Fix #2).
- Mandatory Stop: All retry logic ceases after the second failure to prevent loop cycles.
- Plain Language Escalation: The agent reports what failed, what was tried, and the specific next action required using a standardized template.
Anti-Panic Protocol Setup
To integrate this protocol into your environment, incorporate the workflow rules into your agent's behavioral configuration. You can test the integration using the following command structure:
# Verify agent error handling logic
openclaw test --protocol anti-panic-protocol --scenario tool-timeout
Anti-Panic Protocol Data Schema & Taxonomy
| Data Point | Description |
|---|---|
| Failure Context | A concise, single-sentence identification of the technical failure. |
| Retry Counter | A bounded integer tracking fix attempts (maximum of 2). |
| Verification Log | A boolean check confirming if the final outcome (file write, post, etc.) was physically validated. |
| Escalation Message | A user-facing string containing the failure cause, attempts made, and the next step. |
Anti-Panic Protocol Advanced Features
- Verification Enforcement: Prevents the agent from reporting a task as "done" until the physical outcome (e.g., a file written or an event created) is verified.
- Hard Stop Triggers: Immediate escalation for high-risk scenarios such as destructive actions or security boundary breaches.
- Rate-Limit Awareness: Built-in logic to respect cooldown periods and wait for available slots rather than retrying blindly.
- Custom Escalation Templates: Standardized communication patterns that integrate seamlessly with other Openclaw Skills.
SKILL.md
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