TeslaZY 476c56868d Agent plans tasks by referring to its own prompt. (#9315) ...

### What problem does this PR solve?

Fixes the issue in the analyze_task execution flow where the Lead Agent
was not utilizing its own sys_prompt during task analysis, resulting in
incorrect or incomplete task planning.
https://github.com/infiniflow/ragflow/issues/9294
### Type of change

- [x] New Feature (non-breaking change which adds functionality)

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..

__init__.py

Feat: Redesign and refactor agent module (#9113)

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analyze_task_system.md

Feat: Redesign and refactor agent module (#9113)

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analyze_task_user.md

Agent plans tasks by referring to its own prompt. (#9315)

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citation_plus.md

Feat: Redesign and refactor agent module (#9113)

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citation_prompt.md

Feat: Redesign and refactor agent module (#9113)

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content_tagging_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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cross_languages_sys_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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cross_languages_user_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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full_question_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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keyword_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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next_step.md

Feat: Redesign and refactor agent module (#9113)

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prompt_template.py

Feat: Redesign and refactor agent module (#9113)

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prompts.py

Agent plans tasks by referring to its own prompt. (#9315)

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question_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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rank_memory.md

Feat: Redesign and refactor agent module (#9113)

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reflect.md

Feat: Redesign and refactor agent module (#9113)

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summary4memory.md

Feat: Redesign and refactor agent module (#9113)

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tool_call_summary.md

Feat: Redesign and refactor agent module (#9113)

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vision_llm_describe_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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vision_llm_figure_describe_prompt.md

Refa: refactor prompts into markdown-style structure using Jinja2 (#8667)

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