gaotiexinqu / OneResearchClaw

What it does

• Reduce ineffective retrieval. avoid queries drifting away from user needs, reducing irrelevant search results and unnecessary source opening;
• Lower token and time cost. especially under medium / complex research modes, calibrating queries early can significantly reduce later ineffective reading and organization.
• Analyzing which skill needs adjustment based on user feedback, such as insufficient report depth, mismatched structure, review dimension changes, or export improvements;
• Generating patch proposals for specific skills, rather than only producing a temporary prompt;
• Using regression / validation gates to check whether modifications break the original workflow;