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Agent Debug Loop

Category: Engineering  ·  Sub-category: engineering-misc  ·  Last updated:
ai:agenttype:debug
Use when an agent run fails repeatedly, consumes tokens without progress, loops on the same tools, or drifts away from the intended task. Structured self-debugging workflow using capture, diagnosis, contained recovery, and introspection reports.
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Agent Debug Loop includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); at least one code block. The SKILL.md runs to about 668 words, in the catalog's typical mid-range.

Source
oyi77.github.io/1ai-skills
License
MIT
Original author
oyi77
Indexed lastmod
Catalog position
Engineering · engineering-misc
Indexed related skills
10

How Agent Debug Loop fits the catalog

Agent Debug Loop sits in the Engineering category under the engineering-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

Is Agent Debug Loop safe to install?

A free static scan against the OWASP Agentic Skills Top 10 found no risk patterns in Agent Debug Loop’s SKILL.md — no data-exfiltration, prompt-injection, or unexpected-execution signatures. The full security scan is below.

Installing & verifying

Installing Agent Debug Loop writes its SKILL.md to ~/.claude/skills/agent-debug-loop/SKILL.md; Claude Code discovers it automatically on the next session — no restart flag needed. It declares no allowed-tools restriction, so it inherits your session’s existing tool access rather than narrowing it. To confirm it loaded, ask Claude to list its available skills — agent-debug-loop should appear by name.

What Agent Debug Loop needs to run

Scope discipline
Declares explicit “when not to use” boundaries — safer than average to hand to an autonomous agent, which is less likely to over-apply it.
Worked code
2 copy-paste code blocks in the body.
Depth
~668 words, typical mid-range depth.

When to reach for it

There are 10 related skills in Engineering — a two-minute scan of the alternatives usually confirms whether Agent Debug Loop is the right pick.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

What this skill does

Agent Debug Loop is a community-contributed Claude Code skill in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-debug-loop/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when an agent run fails repeatedly, consumes tokens without progress, loops on the same tools, or drifts away from the intended task. Structured self-debugging workflow using capture, diagnosis, contained recovery, and introspection reports.

Who uses this skill

The Agent Debug Loop Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 216,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/agent-debug-loop
curl -L https://claudskills.com/skills/agent-debug-loop/SKILL.md \
  -o ~/.claude/skills/agent-debug-loop/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agent-debug-loop/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agent-debug-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agent-debug-loop\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Agent Debug Loop Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/agent-debug-loop/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Agent Debug Loop skill do?
Use when an agent run fails repeatedly, consumes tokens without progress, loops on the same tools, or drifts away from the intended task. Structured self-debugging workflow using capture, diagnosis, contained recovery, and introspection reports.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Agent Debug Loop skill?
Use Agent Debug Loop when your Claude Code task falls under the Engineering category — specifically in the engineering misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Agent Debug Loop" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Agent Debug Loop skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Agent Debug Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
oyi77. (2026). Agent Debug Loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/agent-debug-loop/
BibTeX
@misc{agent-debug-loop-2026,
  author    = {oyi77},
  title     = {Agent Debug Loop [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/agent-debug-loop/}
}

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Security scan

Grade A · scanned 2026-11-08 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/agent-debug-loop/#security)

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More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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