# SGClaw ZeroClaw Planner-First Realignment Implementation Plan

> **For Claude:** REQUIRED SUB-SKILL: Use superpowers:executing-plans to implement this plan task-by-task.

**Goal:** Realign the browser submit path so `sgclaw` uses `zeroclaw` as the primary planner/executor, with `sgclaw` acting only as the secure SuperRPA host plus custom tool bridge.

**Architecture:** Stop treating `zeroclaw` as a thin LLM wrapper. The browser message path should enter a `zeroclaw`-native orchestration entry point first, let `zeroclaw` perform planning/tool-loop control, and expose SuperRPA-specific browser/office/screen capabilities as regular tools inside that runtime. Any deterministic fast paths for Zhihu/Office must be implemented as `zeroclaw`-aligned execution components, not as frontend-owned control flow. The frontend may display the generated plan and current stage for UX, but it must not own planning or execution decisions.

**Tech Stack:** Rust, `sgclaw` compat bridge, `third_party/zeroclaw` agent loop, SuperRPA browser pipe, local skill library, OpenXML office export, HTML screen export, cargo tests, Python live acceptance.

### Task 1: Freeze The Current Architecture Gap With Characterization Tests

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`
- Reference only: `/home/zyl/projects/sgClaw/claw/src/agent/mod.rs`
- Reference only: `/home/zyl/projects/sgClaw/claw/src/compat/runtime.rs`
- Reference only: `/home/zyl/projects/sgClaw/claw/third_party/zeroclaw/src/agent/loop_.rs`

**Step 1: Write the failing test**

Add a test that submits `读取知乎热榜前10，并导出 excel 文件` through `handle_browser_message_with_context(...)` and asserts the browser submit path does **not** terminate inside the current thin `Agent::turn_streamed(...)` compat bridge.

The test should check for one of these observable signals:
- a new orchestration mode log such as `zeroclaw_process_message_primary`
- absence of the old `compat_llm_primary` mode log
- absence of selector-thrashing logs like repeated `getText .HotList-item`, `[data-hot-item]`, `ol li`

**Step 2: Run test to verify it fails**

Run:
```bash
cargo test --test compat_runtime_test browser_submit_path_prefers_zeroclaw_process_message_orchestrator -- --nocapture
```

Expected: FAIL because the current implementation still enters `src/compat/runtime.rs` and drives `agent.turn_streamed(...)` directly.

**Step 3: Write the smallest additional characterization test**

Add a second failing test that proves SuperRPA-specific tools remain available after the orchestration switch:
- browser host tool
- `openxml_office`
- `screen_html_export`

This test should not require real network calls.

**Step 4: Run both failing tests**

Run:
```bash
cargo test --test compat_runtime_test -- --nocapture
```

Expected: at least the new characterization tests fail for the expected reason.

**Step 5: Commit**

```bash
git add tests/compat_runtime_test.rs
git commit -m "test: characterize browser path bypass of zeroclaw orchestrator"
```

### Task 2: Introduce A ZeroClaw-Native Browser Orchestration Entry Point

**Files:**
- Create: `/home/zyl/projects/sgClaw/claw/src/compat/orchestration.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/mod.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/agent/mod.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/runtime.rs`
- Reference only: `/home/zyl/projects/sgClaw/claw/third_party/zeroclaw/src/agent/loop_.rs:4752`

**Step 1: Write the failing unit test for the new entry point**

Add a test for a new helper in `src/compat/orchestration.rs` that:
- receives browser task context
- builds a `zeroclaw` config
- returns a browser-safe orchestration handle or result

The test should prove the new helper is chosen by `handle_browser_message_with_context(...)`.

**Step 2: Run the new test to verify it fails**

Run:
```bash
cargo test --test compat_runtime_test browser_submit_path_prefers_zeroclaw_process_message_orchestrator -- --nocapture
```

Expected: FAIL because the helper does not exist yet.

**Step 3: Implement the minimal entry point**

Create `src/compat/orchestration.rs` with one responsibility:
- bridge browser submit tasks into a `zeroclaw`-native orchestration path

Do not implement Zhihu-specific logic here. This layer must only:
- map config
- map task context/history
- inject SuperRPA tools
- call the chosen `zeroclaw` orchestration function

**Step 4: Switch `handle_browser_message_with_context(...)` to the new entry point**

Modify:
- `/home/zyl/projects/sgClaw/claw/src/agent/mod.rs`

Replace the direct `compat::runtime::execute_task_with_sgclaw_settings(...)` primary path with the new orchestration bridge.

**Step 5: Run the test to verify it passes**

Run:
```bash
cargo test --test compat_runtime_test browser_submit_path_prefers_zeroclaw_process_message_orchestrator -- --nocapture
```

Expected: PASS.

**Step 6: Commit**

```bash
git add src/compat/orchestration.rs src/compat/mod.rs src/agent/mod.rs src/compat/runtime.rs tests/compat_runtime_test.rs
git commit -m "refactor: route browser submit flow through zeroclaw orchestration bridge"
```

### Task 3: Register SuperRPA Browser/Office/Screen Capabilities As Native ZeroClaw Tools

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/browser_tool_adapter.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/openxml_office_tool.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/screen_html_export_tool.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/runtime/engine.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/orchestration.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_openxml_office_tool_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_screen_html_export_tool_test.rs`

**Step 1: Write the failing tool-registration test**

Add a test that asserts the `zeroclaw` orchestration path exposes:
- the preferred SuperRPA browser tool
- `openxml_office` when Excel export is requested
- `screen_html_export` when screen export is requested

The test must verify this through the new orchestration path, not the old compat path.

**Step 2: Run the test to verify it fails**

Run:
```bash
cargo test --test compat_runtime_test browser_orchestration_registers_superrpa_tools_natively -- --nocapture
```

Expected: FAIL until tool wiring is complete.

**Step 3: Implement minimal native tool registration**

Ensure the new orchestration bridge injects `sgclaw` tools into the `zeroclaw` runtime without changing frontend code. Keep tool naming stable:
- `superrpa_browser`
- `openxml_office`
- `screen_html_export`

**Step 4: Verify tool-level tests still pass**

Run:
```bash
cargo test --test compat_openxml_office_tool_test -- --nocapture
cargo test --test compat_screen_html_export_tool_test -- --nocapture
```

Expected: PASS.

**Step 5: Run the new orchestration registration test**

Run:
```bash
cargo test --test compat_runtime_test browser_orchestration_registers_superrpa_tools_natively -- --nocapture
```

Expected: PASS.

**Step 6: Commit**

```bash
git add src/compat/browser_tool_adapter.rs src/compat/openxml_office_tool.rs src/compat/screen_html_export_tool.rs src/runtime/engine.rs src/compat/orchestration.rs tests/compat_runtime_test.rs tests/compat_openxml_office_tool_test.rs tests/compat_screen_html_export_tool_test.rs
git commit -m "feat: expose superrpa browser and export tools through zeroclaw orchestration"
```

### Task 4: Remove Frontend-Owned Or Custom Compat Mainline Control Flow

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/runtime.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/agent/mod.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/skill_runner.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`
- Reference only: `/home/zyl/projects/sgClaw/claw/docs/plans/2026-03-29-sgclaw-zeroclaw-planner-first-execution-plan.md`

**Step 1: Write the failing regression test**

Add a test that proves Zhihu hotlist export no longer depends on a frontend-owned mainline such as:
- `compat_skill_runner_primary`
- direct `sgclaw`-local branching before `zeroclaw`

The expected primary mode should be a `zeroclaw`-owned orchestration mode.

**Step 2: Run the regression test to verify it fails**

Run:
```bash
cargo test --test compat_runtime_test zhihu_export_does_not_use_frontend_owned_mainline -- --nocapture
```

Expected: FAIL while `src/compat/skill_runner.rs` still owns primary control flow.

**Step 3: Remove or demote the custom mainline**

Change the code so:
- `src/compat/skill_runner.rs` becomes either a helper invoked inside the `zeroclaw` tool/runtime ecosystem, or is removed if redundant
- `src/agent/mod.rs` no longer branches to a custom primary executor before `zeroclaw`

Do not leave two competing primary modes.

**Step 4: Run the regression test**

Run:
```bash
cargo test --test compat_runtime_test zhihu_export_does_not_use_frontend_owned_mainline -- --nocapture
```

Expected: PASS.

**Step 5: Run the broader compat suite**

Run:
```bash
cargo test --test compat_runtime_test -- --nocapture
```

Expected: PASS.

**Step 6: Commit**

```bash
git add src/compat/runtime.rs src/agent/mod.rs src/compat/skill_runner.rs tests/compat_runtime_test.rs
git commit -m "refactor: remove frontend-owned primary control flow from browser submit path"
```

### Task 5: Align Skills With ZeroClaw Execution Semantics Instead Of Prompt-Only Semantics

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/src/runtime/engine.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/runtime.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/third_party/zeroclaw/src/tools/read_skill.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/tests/read_skill_tool_test.rs`
- Reference only: `/home/zyl/projects/sgClaw/skill_lib/skills/zhihu-hotlist/SKILL.md`
- Reference only: `/home/zyl/projects/sgClaw/skill_lib/skills/office-export-xlsx/SKILL.md`
- Reference only: `/home/zyl/projects/sgClaw/skill_lib/skills/zhihu-hotlist-screen/SKILL.md`

**Step 1: Write the failing skill-execution regression test**

Add a test that proves skill usage in the browser submit path is not just:
- prompt injection
- `read_skill` text stuffing
- model-led selector wandering

Instead, the test should verify the task produces:
- a plan-driven collection/execution flow
- a real `.xlsx` or `.html` artifact path
- no selector-thrashing loop

**Step 2: Run the test to verify it fails**

Run:
```bash
cargo test --test compat_runtime_test browser_skill_usage_is_execution_not_prompt_only -- --nocapture
```

Expected: FAIL until skill semantics are aligned with execution.

**Step 3: Implement the minimal alignment**

Change the orchestration so `read_skill` is a fallback for missing context, not the primary means of making high-frequency browser workflows executable.

Keep:
- skill discovery
- skill references
- artifact contract wording

Reduce:
- over-reliance on prompt stuffing
- over-reliance on model-led selector discovery for known workflows

**Step 4: Re-run the skill regression tests**

Run:
```bash
cargo test --test compat_runtime_test browser_skill_usage_is_execution_not_prompt_only -- --nocapture
cargo test --test read_skill_tool_test -- --nocapture
```

Expected: PASS.

**Step 5: Commit**

```bash
git add src/runtime/engine.rs src/compat/runtime.rs third_party/zeroclaw/src/tools/read_skill.rs tests/compat_runtime_test.rs tests/read_skill_tool_test.rs
git commit -m "refactor: align browser skill execution with zeroclaw-native workflow semantics"
```

### Task 6: Verify The Planner-First Path End-To-End

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/docs/acceptance/2026-03-29-zhihu-hotlist-excel.md`
- Test: `/home/zyl/projects/sgClaw/claw/tests/runtime_profile_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_config_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/live_acceptance_score_test.py`
- Reference only: `/home/zyl/projects/superRpa/src/out/KylinRelease/sgclaw`

**Step 1: Run the Rust regression suites**

Run:
```bash
cargo test --test runtime_profile_test -- --nocapture
cargo test --test compat_config_test -- --nocapture
cargo test --test compat_runtime_test -- --nocapture
cargo test --test read_skill_tool_test -- --nocapture
```

Expected: PASS.

**Step 2: Run the Python scoring test**

Run:
```bash
python3 -m unittest tests/live_acceptance_score_test.py
```

Expected: PASS.

**Step 3: Run the live Zhihu hotlist Excel acceptance**

Run:
```bash
python3 tools/live_acceptance/run_zhihu_hotlist_excel_acceptance.py
```

Expected:
- total score returns to `100`
- logs show planner-first `zeroclaw` orchestration instead of selector-thrashing
- no `shell`, `web_fetch`, `web_search_tool`
- final summary includes a real `.xlsx` path

**Step 4: Update the acceptance note**

Record:
- new orchestration mode
- tool sequence
- timing notes
- any remaining selector or latency risk

**Step 5: Rebuild and sync the runtime binary used by SuperRPA**

Run:
```bash
cargo build
cp /home/zyl/projects/sgClaw/claw/target/debug/sgclaw /home/zyl/projects/superRpa/src/out/KylinRelease/sgclaw
sha256sum /home/zyl/projects/sgClaw/claw/target/debug/sgclaw /home/zyl/projects/superRpa/src/out/KylinRelease/sgclaw
```

Expected: the two hashes match exactly.

**Step 6: Commit**

```bash
git add docs/acceptance/2026-03-29-zhihu-hotlist-excel.md tests/runtime_profile_test.rs tests/compat_config_test.rs tests/compat_runtime_test.rs tests/live_acceptance_score_test.py
git commit -m "test: verify planner-first zeroclaw browser orchestration end to end"
```

### Task 7: Surface The Generated Plan In The Chat UI Without Giving Frontend Control

**Files:**
- Modify: `/home/zyl/projects/sgClaw/claw/src/compat/event_bridge.rs`
- Modify: `/home/zyl/projects/sgClaw/claw/src/pipe/protocol.rs`
- Modify: `/home/zyl/projects/superRpa/src/chrome/browser/ui/webui/superrpa/sgclaw_session_service.cc`
- Modify: `/home/zyl/projects/superRpa/src/chrome/browser/resources/superrpa/` (the active sgClaw chat UI files that render task progress)
- Test: `/home/zyl/projects/sgClaw/claw/tests/pipe_protocol_test.rs`
- Test: `/home/zyl/projects/sgClaw/claw/tests/compat_runtime_test.rs`

**Step 1: Write the failing protocol/UI test**

Add a test that proves the backend can emit a structured planning event before tool execution starts. The event must carry:
- a short plan title
- a flat ordered step list
- current phase such as `planning`, `executing`, `completed`

The frontend test or fixture should verify the chat can render the plan summary without waiting for final completion.

**Step 2: Run test to verify it fails**

Run:
```bash
cargo test --test pipe_protocol_test -- --nocapture
cargo test --test compat_runtime_test plan_events_are_emitted_before_browser_execution -- --nocapture
```

Expected: FAIL because the protocol does not yet expose a dedicated plan-progress event.

**Step 3: Add the minimal backend event shape**

Extend the `sgclaw` pipe/event bridge so the orchestration layer can emit:
- planner summary
- execution stage transitions

Keep the event read-only from the frontend’s perspective. The UI may display it, but cannot edit or branch execution.

**Step 4: Render the plan in the active chat UI**

Update the SuperRPA sgClaw chat UI so it:
- prints the generated plan immediately after planning completes
- keeps the plan compact and collapsible
- highlights the current phase while waiting

Do not add frontend-owned retry logic, decision logic, or browser action generation.

**Step 5: Run verification**

Run:
```bash
cargo test --test pipe_protocol_test -- --nocapture
cargo test --test compat_runtime_test -- --nocapture
```

Expected: PASS.

**Step 6: Manual browser validation**

Submit:
```text
读取知乎热榜前10，并导出 excel 文件
```

Expected:
- the chat first shows a short generated plan
- the user sees stage transitions instead of a blank wait
- execution still follows the backend-owned `zeroclaw` path

**Step 7: Commit**

```bash
git add src/compat/event_bridge.rs src/pipe/protocol.rs tests/pipe_protocol_test.rs tests/compat_runtime_test.rs
git commit -m "feat: surface backend-generated execution plans in sgclaw chat ui"
```