Feat/自进化（经验记忆）框架重构

.gitignore

@@ -205,3 +205,14 @@ specs/
 .codex/
 .ttadk/
 tests/integration/.tmp_*/
+
+# Beads / Dolt files (added by bd init)
+.dolt/
+*.db
+.beads-credential-key
+
+# Beads issue tracker local state
+.beads/
+
+# LoopX local control-plane state
+.loopx/

README.md

@@ -341,6 +341,10 @@ If you prefer manual configuration, create `~/.openviking/ov.conf`, remove the c
 
 > **Note**: For embedding models, supported providers are `volcengine` (Doubao), `openai`, `azure`, `jina`, `ollama`, `voyage`, `dashscope`, `minimax`, `cohere`, `vikingdb`, `gemini` (requires `pip install "google-genai>=1.0.0"`), `litellm`, and `local`. For VLM models, common providers include `volcengine`, `openai`, `openai-codex`, `kimi`, and `glm`.
 
+> **Memory config**: OpenViking always uses the v3 memory extraction pipeline. The legacy `memory.version` setting is deprecated and ignored; existing configs that set it still load without changing behavior.
+
+> **Memory schema scope**: Memory schema YAML defaults to `stage: "user"` and `peer_enabled: true`. Use `stage: "agent"` for execution-derived schemas such as trajectories/experiences, and set `peer_enabled: false` when a schema must stay in the current user's memory directory instead of peer directories.
+
 ##### Server Configuration Examples
 
 👇 Expand to see the configuration example for your model service:

README_CN.md

@@ -297,6 +297,10 @@ openviking-server doctor
 
 > **注意**：对于 embedding 模型，支持 `volcengine`（豆包）、`openai`、`azure`、`jina`、`ollama`、`voyage`、`dashscope`、`minimax`、`cohere`、`vikingdb`、`gemini`（需 `pip install "google-genai>=1.0.0"`）、`litellm` 和 `local`。对于 VLM 模型，常见提供商包括 `volcengine`、`openai`、`openai-codex`、`kimi`、`glm`。
 
+> **Memory 配置**：OpenViking 始终使用 v3 记忆抽取链路。旧的 `memory.version` 配置项已废弃且会被忽略；已有配置中保留该字段仍可正常加载，但不会改变行为。
+
+> **Memory schema 作用域**：Memory schema YAML 默认 `stage: "user"` 且 `peer_enabled: true`。trajectories/experiences 这类执行派生 schema 使用 `stage: "agent"`；如果某类记忆必须保留在当前用户目录而不是 peer 目录，设置 `peer_enabled: false`。
+
 ##### 服务器配置示例
 
 👇 展开查看您的模型服务的配置示例：