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Auto Search Debug

ASecurity

Proactive self-healing debugging using Antigravity Manager's Search & Reader MCPs.

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  • Added September 27, 2026
code-qualitypythonnodedebugginggitdocumentation

Works with

  • mcp

Security analysis

A100/100

Scanned September 27, 2026

npx -y skills add David-Li0406/meta-skill-evloving --skill auto-search-debug --agent claude-code

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SKILL.md
---
name: auto-search-debug
description: Proactive self-healing debugging using Antigravity Manager's Search & Reader MCPs.
---

# Auto-Search Debugging (Self-Healing Loop)

This skill enables the agent to proactively resolve errors by leveraging the Antigravity Manager's built-in MCP tools.

## Core Protocol

1. **Trigger**: When a "Critical" or "Fatal" error is detected in the logs (e.g., Python stack trace, Node.js exception).
2. **Search**: Use `search_web` to find the error message on StackOverflow, GitHub Issues, or official documentation.
3. **Read**: Use `read_url_content` to extract the fix or implementation example from the search results.
4. **Apply**: Propose or implement the fix directly in the code.

## Verification

- Run a broken script (e.g., missing dependency).
- Observe the agent triggering the search loop.
- Confirm the fix is proposed based on real-world documentation.

Attribution

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