Home / Skills / continuous-learning-v2
continuous-learning-v2
xu-xiang/everything-claude-code-zhSkill
基于本能（Instinct）的学习系统，通过钩子（hooks）观察会话，创建带有置信度评分的原子本能，并将其演化为技能（Skills）、命令（Commands）或智能体（Agents）。v2.1 版本增加了项目作用域（project-scoped）的本能，以防止跨项目污染。
Why this score
This repo hosts 10 skills, so its 1,997 stars are split between them (about 200 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit dfbf9467b90d, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.hooks/observe.sh:36 and 4 more
- Makes network requestsSKILL.md, scripts/instinct-cli.py:442
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecontinuous-learning-v2 xu-xiang/everything-claude-code-zh · Skill | 57 | ★ 2.0k | ≈40 always | 8mo ago |
| continuous-learning rohitg00/awesome-claude-code-toolkit · Skill Both about continuous and learning | 66 | ★ 2.7k | ≈34 always | 6mo ago |
| continual-learning microsoft/skills · Skill Both about learning and hook | 74 | ★ 3.1k | ≈46 always | 18d ago |
| interactive-learning geekjourneyx/interactive-learning · Skill Both about learning | 47 | ★ 51 | ≈52 always | 7mo ago |
| self-learning Kulaxyz/self-learning-skills · Skill Both about learning | 73 | ★ 968 | ≈23 always | 2mo ago |
| learning-notes-automation chubbyguan/chubbyskills · Skill Both about learning | 66 | ★ 1.3k | ≈23 always | 21d ago |