Individual skill
continuous-learning
基于 instinct 的持续学习系统，通过 hooks 观察会话，创建带置信度评分的 atomic instincts， 并将高置信度 instinct 演进为 skills/commands/agents。v2.1 增加项目级 instincts 防止跨项目污染。
plugins/Colin4k1024/tsp/skills/continuous-learning-v2/SKILL.md
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SKILL.mdcore · 4,359 bytesagents/observer-loop.shruns · 7,805 bytesagents/observer.mddoc · 7,396 bytesagents/openai.yamlasset · 279 bytesagents/session-guardian.shruns · 6,392 bytesagents/start-observer.shruns · 7,522 bytesconfig.jsonasset · 135 byteshooks/observe.shruns · 15,472 bytesscripts/detect-project.shruns · 7,761 bytesscripts/instinct-cli.pyruns · 59,824 bytesscripts/test_parse_instinct.pyruns · 33,106 bytes
Read excerpt
# Continuous Learning v2.1 - Instinct-Based Architecture
一个高级学习系统，通过 atomic "instincts" 将 Claude Code 会话转化为可重用知识。
**v2.1** 增加 **项目级 instincts** — React 模式保留在 React 项目中，Python 约定保留在 Python 项目中，通用模式（如"始终验证输入"）全局共享。
## 何时激活
- 设置从 Claude Code 会话自动学习
- 配置基于 hooks 的行为提取
- 调优学习行为的置信度阈值
- 审查、导出或导入 instinct 库
- 将 instincts 演进为完整 skills、commands 或 agents
- 管理项目级 vs 全局 instincts