SkillZero: Official code for SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

by ZJU-REAL · Codex Skill · ★ 386

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Security audit verdict: SAFE · quality 70/100

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.

agentcurriculum-learningin-context-reinforcement-learningopenclawopenclaw-skillsrlskill

Quick Facts

Stars386
Forks20
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score70/100
Open Issues1
Last Updated2026-08-12
Created2026-04-02
Platformspython
Est. Tokens~14k

About SkillZero

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization 🔥 Overview We introduce SKILL0, an in-context reinforcement learning framework designed for skill internalization. SKILL0 achieves substantial improvements over the standard RL baseline on ALFWorld and Search-QA.

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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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