Mem agent 0514 (#1774)

## Description

Please include a summary of the change, the problem it solves, the
implementation approach, and relevant context. List any dependencies
required for this change.

Related Issue (Required):  Fixes #issue_number

## Type of change

Please delete options that are not relevant.

- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Refactor (does not change functionality, e.g. code style
improvements, linting)
- [ ] Documentation update

## How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide
instructions so we can reproduce. Please also list any relevant details
for your test configuration

- [ ] Unit Test
- [ ] Test Script Or Test Steps (please provide)
- [ ] Pipeline Automated API Test (please provide)

## Checklist

- [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码
- [ ] I have commented my code in hard-to-understand areas |
我已在难以理解的地方对代码进行了注释
- [ ] I have added tests that prove my fix is effective or that my
feature works | 我已添加测试以证明我的修复有效或功能正常
- [ ] I have created related documentation issue/PR in
[MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) |
我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档
issue/PR（如果适用）
- [ ] I have linked the issue to this PR (if applicable) | 我已将 issue
链接到此 PR（如果适用）
- [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR
的人

## Reviewer Checklist
- [ ] closes #xxxx (Replace xxxx with the GitHub issue number)
- [ ] Made sure Checks passed
- [ ] Tests have been provided

Author: hijzy

.github/workflows/openclaw-plugin-publish.yml

@@ -10,6 +10,14 @@ on:
         description: "npm dist-tag (latest for production, beta/next/alpha for testing)"
         required: true
         default: "latest"
+      git_ref:
+        description: "Optional Git ref to build/publish (branch, tag, or SHA), e.g. mem-agent-0512. Leave blank to use the branch selected in Run workflow."
+        required: false
+        default: ""
+
+concurrency:
+  group: openclaw-plugin-publish-${{ github.workflow }}-${{ github.repository }}
+  cancel-in-progress: false
 
 defaults:
   run:
@@ -34,6 +42,8 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
+        with:
+          ref: ${{ inputs.git_ref != '' && inputs.git_ref || github.ref }}
 
       - uses: actions/setup-node@v4
         with:
@@ -64,6 +74,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
+        with:
+          ref: ${{ inputs.git_ref != '' && inputs.git_ref || github.ref }}
 
       - uses: actions/setup-node@v4
         with:

apps/memos-local-openclaw/tests/policy.test.ts

@@ -22,6 +22,7 @@ import { captureMessages } from "../src/capture";
 
 let plugin: MemosLocalPlugin;
 let tmpDir: string;
+const embeddingApiKey = process.env.INFINI_AI_EMBEDDING_API_KEY ?? "";
 
 const noopLog = {
   debug: () => {},
@@ -38,7 +39,7 @@ beforeAll(async () => {
       embedding: {
         provider: "openai_compatible" as any,
         endpoint: "https://cloud.infini-ai.com/AIStudio/inference/api/if-dchmmprfd5jlyvsa/v1",
-        apiKey: "sk-g3k5fclhdufjlzr3",
+        apiKey: embeddingApiKey,
         model: "bge-embedding-m3",
       },
     },

apps/memos-local-plugin/.gitignore

@@ -17,6 +17,7 @@ coverage/
 TODO.local.md
 AGENTS_*.md
 .test_*
+.claude
 
 # ARMS telemetry credentials — generated by CI from secrets before
 # `npm publish` (see scripts/generate-telemetry-credentials.cjs and

apps/memos-local-plugin/ARCHITECTURE.md

@@ -167,7 +167,7 @@ heavyweight client today.
 Standard OpenClaw plugin. Imports `core/` directly. Provides:
 
 - `plugin.ts` — `definePluginEntry` wiring; passes config + paths into `createMemoryCore`.
-- `tools.ts` — `memory_search`, `memory_get`, `memory_timeline` tool definitions.
+- `tools.ts` — `memos_search`, `memos_get`, `memos_timeline` tool definitions.
 - `hooks.ts` — `onConversationTurn`, `onShutdown`, etc.
 - `host-llm-bridge.ts` — when `llm.fallback_to_host: true`, route LLM calls
   through the OpenClaw host's LLM rather than failing.
@@ -237,7 +237,7 @@ to this codebase:
 | Trigger                                           | What runs                                  | Where it lands                             |
 |---------------------------------------------------|--------------------------------------------|--------------------------------------------|
 | New user turn arrives (`onConversationTurn`)      | `turnStartRetrieve` — full Tier-1+2+3      | Prepended as `memos_context` to this turn  |
-| LLM asks for `memory_search` / `memory_timeline`  | `toolDrivenRetrieve` — Tier-1+2, no Tier-3 | Returned as the tool's result               |
+| LLM asks for `memos_search` / `memos_timeline`  | `toolDrivenRetrieve` — Tier-1+2, no Tier-3 | Returned as the tool's result               |
 | LLM asks for `skill.<name>` directly              | `skillInvokeRetrieve` — the named skill    | Returned as the tool's result (cached)      |
 | SubAgent starts (`onSubAgentStart`)               | `subAgentRetrieve` — Tier-1+2 scoped to sub-agent role | Prepended to the sub-agent's first turn |
 | Decision-repair signal fires (see §4.3)           | `repairRetrieve` — targeted preference/anti-pattern lookup | Prepended to the **next** LLM step |
@@ -275,7 +275,7 @@ agent.turn(input)
               │     └── tier3 (world-model, top-K=2)
               └── returns InjectionPacket to adapter
    ─── agent.execute
-         ├── (optional) tool call: memory_search
+         ├── (optional) tool call: memos_search
          │     └── orchestrator.toolDrivenRetrieve (lightweight; no tier3)
          ├── (optional) tool call: skill.<name>
          │     └── orchestrator.skillInvokeRetrieve (single skill, cached)

apps/memos-local-plugin/adapters/README.md

@@ -26,7 +26,7 @@ adapters/
 │   ├── README.md
 │   ├── openclaw-api.ts       # locally re-declared OpenClaw SDK types
 │   ├── bridge.ts             # OpenClaw events ↔ MemoryCore DTOs
-│   ├── tools.ts              # memory_search, memory_get, … tool registrations
+│   ├── tools.ts              # memos_search, memos_get, … tool registrations
 │   └── index.ts              # register(api) — plugin entry point
 └── hermes/                   # hermes-agent plugin (Python, out-of-process)
     ├── README.md

apps/memos-local-plugin/adapters/hermes/install.hermes.sh

@@ -36,7 +36,7 @@ if command -v npm >/dev/null 2>&1; then
     npm install --no-audit --no-fund --prefer-offline
   fi
 else
-  warn "npm not found on PATH; bridge.cts requires Node.js ≥ 20."
+  warn "npm not found on PATH; the bridge runtime requires Node.js ≥ 20."
 fi
 
 # ── 2. viewer bundle ──────────────────────────────────────────────────────────