清理综合模式中的 Wiki/记忆遗留逻辑并完善自治技能文档。

彻底移除 manager_memory 与 wiki 注入写入分支，收敛网关分发路径和测试用例，同时补齐并中文化 session-bootstrap / wiki-first-autonomy / self-improvement 的 Wiki-first 规范，保证行为与提示词一致。

Made-with: Cursor

runtime/skills/self-improvement/scripts/activator.sh

@@ -1,20 +1,23 @@
 #!/bin/bash
-# Self-Improvement Activator Hook
-# Triggers on UserPromptSubmit to remind Claude about learning capture
-# Keep output minimal (~50-100 tokens) to minimize overhead
+# 自我改进激活 Hook
+# 在 UserPromptSubmit 触发，用于提醒记录学习沉淀
+# 输出保持精简（约 50-100 tokens）以降低上下文负担
 
 set -e
 
-# Output reminder as system context
+# 以系统上下文形式输出提醒
 cat << 'EOF'
 <self-improvement-reminder>
-After completing this task, evaluate if extractable knowledge emerged:
-- Non-obvious solution discovered through investigation?
-- Workaround for unexpected behavior?
-- Project-specific pattern learned?
-- Error required debugging to resolve?
+本任务完成后，请判断是否产出可沉淀知识：
+- 是否通过排查得到非显而易见的解法？
+- 是否形成了异常行为的可复用绕过方案？
+- 是否识别出项目特有模式？
+- 是否有需要调试才能解决的错误？
 
-If yes: Log to .learnings/ using the self-improvement skill format.
-If high-value (recurring, broadly applicable): Consider skill extraction.
+若是，请写入 Wiki：
+- improvement/learnings.md
+- improvement/errors.md
+- improvement/feature-requests.md
+若价值较高（复发、可广泛复用），请考虑提炼为独立技能。
 </self-improvement-reminder>
 EOF