Deadly Loop
Iterative TRIO-debate + fix-wave protocol for hardening non-trivial PRs and changes before merge. Spawns a parallel Reviewer + Auditor + Critic trio, dispatches fix waves, loops until convergence (zero NEW P0 blockers). Use before merging anything with cross-file risk, cross-PR coordination, security-sensitive changes (auth, signing, redaction, prompt-injection defense), schema migrations, production-data touches, shell scripts, CI/workflow YAML, cross-repo coordination, or LLM prompt work — anywhere a silent failure would be expensive. Born from a real project where 7 iteration rounds caught 30+ bugs that solo review would have missed.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
Spend 1-2 hours of agent compute to ship a clean change rather than 1-2 weeks of post-merge incident response.
What this skill does
Deadly Loop is a community-contributed Claude Code skill in the security-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/deadly-loop/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Deadly Loop Claude Code skill is built for security engineers, penetration testers, DevSecOps practitioners, and development teams hardening codebases and infrastructure. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 191,000+ 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/deadly-loop
curl -L https://claudskills.com/skills/deadly-loop/SKILL.md \
-o ~/.claude/skills/deadly-loop/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/deadly-loop/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/deadly-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\deadly-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.
Frequently asked questions
How do I install the Deadly Loop Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/deadly-loop/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Deadly Loop skill do?
Iterative TRIO-debate + fix-wave protocol for hardening non-trivial PRs and changes before merge. Spawns a parallel Reviewer + Auditor + Critic trio, dispatches fix waves, loops until convergence (zero NEW P0 blockers). Use before merging anything with cross-file risk, cross-PR coordination, security-sensitive changes (auth, signing, redaction, prompt-injection defense), schema migrations, production-data touches, shell scripts, CI/workflow YAML, cross-repo coordination, or LLM prompt work — anywhere a silent failure would be expensive. Born from a real project where 7 iteration rounds caught 30+ bugs that solo review would have missed.
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 Deadly Loop skill?
Use Deadly Loop when your Claude Code task falls under the Security category — specifically in the security 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 Deadly Loop" or describe the task and let Claude pick). Browse related skills at
/category/security/.
What is a Claude Code skill and how does the Deadly 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. Deadly Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Security 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
talas9. (2026). Deadly Loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/deadly-loop/
BibTeX
@misc{deadly-loop-2026,
author = {talas9},
title = {Deadly Loop [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/deadly-loop/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/deadly-loop/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/deadly-loop.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/deadly-loop.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Deadly Loop"></iframe>
Security scan
Grade A · scanned 2026-08-26 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (execution), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ⚠ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/deadly-loop/#security)
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Browse all Security skills in the ClaudSkills registry, or explore these other picks from the same category:
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