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/scenarios/plugins/skill-visibility-invocation.md

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+# Skill visibility and invocation
+
+```yaml qa-scenario
+id: skill-visibility-invocation
+title: Skill visibility and invocation
+surface: skills
+coverage:
+  primary:
+    - plugins.skills
+  secondary:
+    - tools.invocation
+objective: Verify a workspace skill becomes visible in skills.status and influences the next agent turn.
+successCriteria:
+  - skills.status reports the seeded skill as visible and eligible.
+  - The next agent turn reflects the skill instruction marker.
+  - The result stays scoped to the active QA workspace skill.
+docsRefs:
+  - docs/tools/skills.md
+  - docs/gateway/protocol.md
+codeRefs:
+  - src/agents/skills-status.ts
+  - extensions/qa-lab/src/suite.ts
+execution:
+  kind: flow
+  summary: Verify a workspace skill becomes visible in skills.status and influences the next agent turn.
+  config:
+    skillName: qa-visible-skill
+    skillBody: |-
+      ---
+      name: qa-visible-skill
+      description: Visible QA skill marker
+      ---
+      When the user asks for the visible skill marker exactly, or explicitly asks you to use qa-visible-skill, reply with exactly: VISIBLE-SKILL-OK
+    prompt: "Use qa-visible-skill now. Reply exactly with the visible skill marker and nothing else."
+    expectedContains: "VISIBLE-SKILL-OK"
+```
+
+```yaml qa-flow
+steps:
+  - name: reports visible skill and applies its marker on the next turn
+    actions:
+      - call: writeWorkspaceSkill
+        args:
+          - env:
+              ref: env
+            name:
+              expr: config.skillName
+            body:
+              expr: config.skillBody
+      - call: readSkillStatus
+        saveAs: skills
+        args:
+          - ref: env
+      - set: visible
+        value:
+          expr: findSkill(skills, config.skillName)
+      - assert:
+          expr: "visible?.eligible === true && !visible?.disabled && !visible?.blockedByAllowlist"
+          message:
+            expr: "`skill not visible/eligible: ${JSON.stringify(visible)}`"
+      - call: reset
+      - call: runAgentPrompt
+        args:
+          - ref: env
+          - sessionKey: agent:qa:visible-skill
+            message:
+              expr: config.prompt
+            timeoutMs:
+              expr: liveTurnTimeoutMs(env, 30000)
+      - call: waitForOutboundMessage
+        saveAs: outbound
+        args:
+          - ref: state
+          - lambda:
+              params: [candidate]
+              expr: "candidate.conversation.id === 'qa-operator' && candidate.text.includes(config.expectedContains)"
+          - expr: liveTurnTimeoutMs(env, 20000)
+    detailsExpr: outbound.text
+```