Debug AI agent failures
agent-introspection-debuggingskillsetup L2★0
Sheshiyer/skill-clusters ↗What it does
Debug agent reasoning state transparently
Best for
Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.
Inputs
- · file|module|project scope
- · live page URL
- · test hypothesis statement
Outputs
- · prioritized violation report
- · code fixes or worklist
- · execution log or transcript
- · accessibility audit findings
- · refactoring plan
Requires
- · GitHub API
- · AST-Grep
- · Git
Preconditions
Agent runtime initialized with message queue and optional model service
Failure modes
- · Agent process hangs or infinite loop
- · Communication channel deadlock
- · Memory or CPU exhaustion
Trust signals
- · Includes regression test safety gates
- · Leverages LSP and AST-based code analysis
- · Includes post-execution verification step
- · Optimizes for memory and CPU efficiency