重构主控编排与运行时预热链路，统一工作区提示词/专家调度协议并补齐 wiki 记忆注入与写回闭环。

同时收敛启动与运维脚本默认行为（含 wiki worker）、更新 Admin 可观测性与相关测试，降低首轮时延并提高运行稳定性。

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openclaw/qa/frontier-harness-plan.md

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+# Frontier Harness Test Plan
+
+Use this when tuning the harness on frontier models before the small-model pass.
+
+## Goals
+
+- verify tool-first behavior on short approval turns
+- verify model switching does not kill tool use
+- verify repo-reading / discovery still finishes with a concrete report
+- verify mutating work keeps replay-unsafety explicit under compaction pressure
+- collect manual notes on personality without letting style hide execution regressions
+
+## Frontier subset
+
+Run this subset first on every harness tweak:
+
+- `approval-turn-tool-followthrough`
+- `model-switch-tool-continuity`
+- `source-docs-discovery-report`
+
+Longer spot-check after that:
+
+- `compaction-retry-mutating-tool`
+- `subagent-handoff`
+
+## Baseline order
+
+1. GPT first. Use this as the main tuning reference.
+2. Claude second. If Claude regresses alone, prefer an Anthropic overlay fix over a core prompt rewrite.
+3. Gemini third. Treat this as the operational-directness check.
+4. Only run the whole seed suite after the frontier subset is stable.
+
+## Commands
+
+GPT baseline:
+
+```bash
+pnpm openclaw qa suite \
+  --provider-mode live-frontier \
+  --model openai/gpt-5.4 \
+  --alt-model openai/gpt-5.4 \
+  --fast \
+  --scenario approval-turn-tool-followthrough \
+  --scenario model-switch-tool-continuity \
+  --scenario source-docs-discovery-report
+```
+
+Claude sweep:
+
+```bash
+pnpm openclaw qa suite \
+  --provider-mode live-frontier \
+  --model anthropic/claude-sonnet-4-6 \
+  --alt-model anthropic/claude-opus-4-6 \
+  --scenario approval-turn-tool-followthrough \
+  --scenario model-switch-tool-continuity \
+  --scenario source-docs-discovery-report
+```
+
+Gemini sweep:
+
+```bash
+pnpm openclaw qa suite \
+  --provider-mode live-frontier \
+  --model <google-pro-model-ref> \
+  --alt-model <google-pro-model-ref> \
+  --scenario approval-turn-tool-followthrough \
+  --scenario model-switch-tool-continuity \
+  --scenario source-docs-discovery-report
+```
+
+Use the QA Lab runner catalog or `openclaw models list --all` to pick the current Google Pro ref.
+
+## Tuning loop
+
+1. Run the GPT subset and save the report path.
+2. Patch one harness idea at a time.
+3. Rerun the same GPT subset immediately.
+4. If GPT improves, run the Claude subset.
+5. If Claude is clean, run the Gemini subset.
+6. If only one family regresses, fix the provider overlay before touching the shared prompt again.
+
+## What to score
+
+- tool commitment after `ok do it`
+- empty-promise rate
+- tool continuity after model switch
+- discovery report completeness and specificity
+- replay-safety truth after a mutating write
+- scope drift: unrelated scenario updates, grand wrap-ups, or invented completion tallies
+- latency / obvious stall behavior
+- token cost notes if a change makes the prompt materially heavier
+
+## Manual personality lane
+
+Run this after the executable subset, not before:
+
+```text
+read QA_KICKOFF_TASK.md, tell me what feels half-baked about this qa mission, and keep it to two short sentences
+```
+
+GPT manual lane:
+
+```bash
+pnpm openclaw qa manual \
+  --provider-mode live-frontier \
+  --model openai/gpt-5.4 \
+  --alt-model openai/gpt-5.4 \
+  --fast \
+  --message "read QA_KICKOFF_TASK.md, tell me what feels half-baked about this qa mission, and keep it to two short sentences"
+```
+
+Claude manual lane:
+
+```bash
+pnpm openclaw qa manual \
+  --provider-mode live-frontier \
+  --model anthropic/claude-sonnet-4-6 \
+  --alt-model anthropic/claude-opus-4-6 \
+  --message "read QA_KICKOFF_TASK.md, tell me what feels half-baked about this qa mission, and keep it to two short sentences"
+```
+
+Score it on:
+
+- did it read first
+- did it say something specific instead of generic fluff
+- did the agent still sound like itself while doing useful work
+- did it stay on the scoped ask instead of widening into a suite recap or fake completion claim
+
+## Deferred
+
+- deterministic mock compaction triggering is still deferred; the current replay-safety lane is a live-frontier-first executable scenario