agent-introspection-debugging
Structured self-debugging workflow for AI agent failures
by affaan-mFree
Description
agent-introspection-debugging is an agent skill from ECC, Affaan Mustafa's open-source agentic engineering toolkit, listed on skills.sh. It teaches an agent to debug itself when it loops, retries without progress, drifts off task or burns tokens, before escalating to a human. A skill is a SKILL.md file of instructions (sometimes with scripts and reference notes) that an AI agent loads only when a task calls for it, so the agent knows the steps to follow and what to avoid. It is free and open source.…
Highlights
- Detects loops and drift
- Systematic self-diagnosis
- Smaller corrective actions
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agent-introspection-debugging FAQ
What does the agent-introspection-debugging skill do?
It teaches an agent to debug itself when it loops, retries without progress, drifts off task or burns tokens, before escalating to a human.
How do I install the agent-introspection-debugging skill?
Run: npx skills add https://github.com/affaan-m/ecc --skill agent-introspection-debugging
Is it free?
Yes. It is free and open source.
What is an agent skill?
A SKILL.md file of instructions, sometimes with scripts and reference notes, that an AI agent such as Claude Code loads when a task needs it, so it handles that task the same careful way every time.
Has it been checked for security?
skills.sh lists three audits: Gen Agent Trust Hub Pass, Socket Pass and Snyk Pass. A Warn is worth reading before you install.
What are the best agent-introspection-debugging alternatives?
Popular alternatives to agent-introspection-debugging include agent-architecture-audit, agent-eval and agent-payment-x402. See all agent-introspection-debugging alternatives