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docs: add token efficiency highlight to Core Features (EN+CN)

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Liang Jiaqing
2026-04-16 15:47:41 +08:00
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@@ -23,6 +23,7 @@ Every time GenericAgent solves a new task, it automatically crystallizes the exe
- **Minimal Architecture**: ~3K lines of core code. Agent Loop is ~100 lines. No complex dependencies, zero deployment overhead. - **Minimal Architecture**: ~3K lines of core code. Agent Loop is ~100 lines. No complex dependencies, zero deployment overhead.
- **Strong Execution**: Injects into a real browser (preserving login sessions). 9 atomic tools take direct control of the system. - **Strong Execution**: Injects into a real browser (preserving login sessions). 9 atomic tools take direct control of the system.
- **High Compatibility**: Supports Claude / Gemini / Kimi / MiniMax and other major models. Cross-platform. - **High Compatibility**: Supports Claude / Gemini / Kimi / MiniMax and other major models. Cross-platform.
- **Token Efficient**: <30K context window — a fraction of the 200K–1M other agents consume. Layered memory ensures the right knowledge is always in scope. Less noise, fewer hallucinations, higher success rate — at a fraction of the cost.
## 🧬 Self-Evolution Mechanism ## 🧬 Self-Evolution Mechanism
@@ -213,6 +214,7 @@ MIT License — see [LICENSE](LICENSE)
- **极简架构**: ~3K 行核心代码，Agent Loop 约百行，无复杂依赖，部署零负担 - **极简架构**: ~3K 行核心代码，Agent Loop 约百行，无复杂依赖，部署零负担
- **强执行力**: 注入真实浏览器（保留登录态），9 个原子工具直接接管系统 - **强执行力**: 注入真实浏览器（保留登录态），9 个原子工具直接接管系统
- **高兼容性**: 支持 Claude / Gemini / Kimi / MiniMax 等主流模型，跨平台运行 - **高兼容性**: 支持 Claude / Gemini / Kimi / MiniMax 等主流模型，跨平台运行
- **极致省 Token**: 上下文窗口不到 30K，是其他 Agent（200K–1M）的零头。分层记忆让关键信息始终在场——噪声更少，幻觉更低，成功率反而更高，而成本低一个数量级。
## 🧬 自我进化机制 ## 🧬 自我进化机制