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。

Made-with: Cursor

openclaw/skills/nano-pdf/SKILL.md

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+---
+name: nano-pdf
+description: Edit PDFs with natural-language instructions using the nano-pdf CLI.
+homepage: https://pypi.org/project/nano-pdf/
+metadata:
+  {
+    "openclaw":
+      {
+        "emoji": "📄",
+        "requires": { "bins": ["nano-pdf"] },
+        "install":
+          [
+            {
+              "id": "uv",
+              "kind": "uv",
+              "package": "nano-pdf",
+              "bins": ["nano-pdf"],
+              "label": "Install nano-pdf (uv)",
+            },
+          ],
+      },
+  }
+---
+
+# nano-pdf
+
+Use `nano-pdf` to apply edits to a specific page in a PDF using a natural-language instruction.
+
+## Quick start
+
+```bash
+nano-pdf edit deck.pdf 1 "Change the title to 'Q3 Results' and fix the typo in the subtitle"
+```
+
+Notes:
+
+- Page numbers are 0-based or 1-based depending on the tool’s version/config; if the result looks off by one, retry with the other.
+- Always sanity-check the output PDF before sending it out.