📦 人类升级精华
v2.1.0从你输入的内容中提取核心原则，通过具有挑战性的问题检验你的理解，并以进化点数奖励你的进步，促进认知成长。
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by 下载技能包
最后更新
2026/4/19
安全扫描
OpenClaw
安全
medium confidence该技能的代码和说明与其声明的目的（提取学习要点并生成测验）基本一致；未发现隐蔽数据外泄或与凭证访问无关的行为，但在使用前仍需留意几处小差异和若干实际注意事项。
评估建议
This skill appears to do what it says: extract key points, quiz you, and track local progress. Before installing or enabling it: 1) Confirm whether the agent runtime will be allowed to execute the included Python scripts — if so, the agent could read any file path you pass to it or that it has permission to access, so avoid passing sensitive host file paths. 2) The repository lists a requirements.txt (arxiv) and README mentions extra helper scripts that are not present; if you want full function...详细分析 ▾
✓ 用途与能力
Name/description (distill principles, generate quizzes, track progress) align with the included scripts (extract.py, quiz_generator.py, evolution_tracker.py) and the SKILL.md/prompt.md behavior. The code implements extraction, quiz generation, and local tracking as expected.
ℹ 指令范围
SKILL.md directs users to upload text/files and trigger quizzes; it does not instruct reading arbitrary host configuration or credentials. However the provided scripts accept arbitrary file paths (extract.py/process_file, quiz_generator.load_key_points) and will read local files if invoked with paths — this could be used to read any file the agent has filesystem access to. The skill itself does not contain instructions to exfiltrate data or call external endpoints.
✓ 安装机制
There is no install spec (instruction-only at registry level), so nothing will be automatically downloaded or written at install time. A requirements.txt is present (lists arxiv and datetime) but no installer is provided — this is a minor mismatch but not an active install risk in its current form.
✓ 凭证需求
The skill declares no required environment variables, no credentials, and the code does not read env vars or network endpoints. The only IO is reading user-supplied files and writing a local evolution_data.json for tracking — proportional for the stated behavior.
✓ 持久化与权限
always is false and the skill does not request system-wide persistence. It writes a local evolution_data.json in its working directory to store progress (expected for a tracker). It does not modify other skills or global agent settings.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv2.1.02026/4/19
2.1.0 版本新增功能并强化认知挑战机制： - 新增“进化值”：量化学习进度，奖励测试成功。 - 引入压力测试生成：实时生成高难度应用题。 - 实现反馈闭环：纠错并迭代学习。 - 核心逻辑提炼升级：从内容中提取“第一性原理”。 - 新增地图生成：自动将内容结构化为核心模块。 - 扩展触发词：更易激活并融入学习流程。
● 可疑
安装命令
点击复制官方npx clawhub@latest install human-level-up
镜像加速npx clawhub@latest install human-level-up --registry https://cn.longxiaskill.com镜像同步中