introspect

Installation
SKILL.md

Agent Self-Debugging

$ARGUMENTS

Structured self-analysis for when the agent is stuck, looping, or producing degraded output.


Step 1: Capture Failure State

Before diagnosing, gather the facts. Answer each question concisely:

Question Answer
Last goal/task What was the agent trying to accomplish?
Actions taken List the last 3-5 actions in order
Errors or unexpected results What went wrong? What was expected vs actual?
Attempt count How many times has this been tried?
Time spent Rough estimate of effort so far
Installs
6
GitHub Stars
175
First Seen
May 16, 2026
introspect — softspark/ai-toolkit