catlog22 ed0255b8a2 Add skill tuning diagnosis report for skill-generator ...

- Introduced a new JSON file `skill-tuning-diagnosis.json` containing a comprehensive diagnosis of the skill-generator.
- Documented critical issues related to context management and data flow, including:
  - Full state serialization leading to unbounded context growth.
  - Scattered state writing without a unified schema.
  - Lack of input state schema validation in autonomous orchestrators.
- Provided detailed descriptions, impacts, root causes, and fix strategies for each identified issue.
- Summarized recommendations with priority levels for urgent fixes.

2026-01-28 22:00:20 +08:00

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