Skill derived from arXiv:2607.17641 - Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents
Scanned 9/11/2026
Install to Claude Code
npx -y skills add hiyenwong/ai_collection --skill verify-repair-repeat-stop-robust-stopping-noisy-verify-repair-loops-llm-agents --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: verify-repair-repeat-stop-robust-stopping-noisy-verify-repair-loops-llm-agents
description: "Skill derived from arXiv:2607.17641 - Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents"
metadata:
{
"openclaw": {
"emoji": "📄",
"tags": ["arxiv", "paper", "2607.17641"],
},
}
---
# Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents
**Source:** arXiv:2607.17641
## Core Concept
*To be filled in with the paper's core contribution.*
## Key Insights
*To be filled in with the paper's key insights.*
## Applications
*Potential applications of this skill.*
## Activation Keywords
*verify-repair-repeat-stop-robust-stopping-noisy-verify-repair-loops-llm-agents, 2607.17641*
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.