Claw-R1: Empowering OpenClaw with Advanced Agentic RL

by AgentR1 · Codex Skill · ★ 194

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Security audit verdict: SAFE · quality 60/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagentic-rlopenclaw

Quick Facts

Stars194
Forks9
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score60/100
Open Issues1
Last Updated2026-08-22
Created2026-03-03
Platformspython
Est. Tokens~14k

About Claw-R1

Claw-R1: The Data Foundation for Agentic Reinforcement Learning News [2026.06] Claw-R1 Demo Technical Report Updated. We updated the Claw-R1 Demo technical report: https://arxiv.org/abs/2606.09138. [2026.06] Claw-R1 Dashboard Released.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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