knowledge-base-generator

To stop an AI agent from looping on the same error, you need automated error handling that detects repetitive failures and searches the internet for known workarounds. This skill identifies loop patterns and persists solutions to a project knowledge base.

You can automatically create a knowledge base for recurring agent errors by detecting repeated failure triggers, searching GitHub issues for matching solutions, and writing the discovered workarounds into an AGENTS.md file for future reference.

Yes, you need search-capable MCPs to find solutions for persistent runtime issues. This skill requires internet and GitHub issue searching capabilities to identify matching problems and persist workarounds in the project knowledge base.

The best way to automate troubleshooting for repeated Docker build failures is using a skill that detects the recurring error message, searches online for similar GitHub issues, and updates your project with the identified workaround.

Yes, you can update an existing AGENTS.md file with new error handling workarounds. The knowledge base management feature creates or updates this file with discovered solutions and relevant links whenever a recurring issue is resolved.