changqingla/lumen/domestic-global-research-status

Domestic-Global Research Status Skill

Execution Rules

1. Use kb_list_docs first to confirm the document scope.
2. Documents first, web second: extract evidence from documents first, and use web_search only when document evidence is insufficient.
3. If there are 3 or more documents, preferably use spawn_agent first to extract document evidence in parallel.
4. If there are fewer than 3 documents, the main agent may read directly.
5. When supplementing with web search, search only for missing information and avoid redundant accumulation.

Subagent Document Extraction Requirements (3+ Documents)

Each subagent task_description should require extraction of at least:

• Research direction and problem definition
• Representative domestic work, institutions, and methods
• Representative international work, institutions, and methods
• Key results and evaluation metrics
• Development-stage judgment and limitations
• Quotable evidence, including document ID and line numbers

Use only the following allowed_tools:

• kb_list_docs
• kb_read_doc
• kb_read_doc_lines
• kb_search_doc

Web Supplement Rules

1. Call web_search only in the following cases:

• Documents lack evidence for either the domestic or international side.
• Recent progress from the last two years is missing.
• Key institutions, benchmark data, or policy background are missing.

1. List information gaps first, then run targeted search queries.
2. If web_search is unavailable or disabled, clearly state that web evidence cannot be supplemented.

Output Structure (Required)

# Domestic and International Research Status on {Topic}
 
## 1. Research Scope and Problem Definition
## 2. Domestic Research Status
## 3. International Research Status
## 4. Comparative Analysis (Directions / Methods / Metrics / Applications)
## 5. Research Gaps and Development Trends
## 6. Conclusions and Recommendations
## References (Document Sources + Web Sources)

Quality Bar

1. Both the domestic and international sections must contain substantive content. Neither side may be missing.
2. Every key judgment must include evidence mapping, such as document paths or web sources.
3. Provide at least 3 domestic-versus-international differences and explain their causes.
4. Include research gaps and next-step directions. Do not stop at descriptive reporting.
5. If web materials support conclusions, mark their timeliness with dates or years.
6. Do not use document IDs in the final report. Use document names instead when references are needed.

Final Delivery Requirements

1. Organize the final result as a complete Markdown document, preferably generated in the sandbox, for example by using sandbox_write_file to write documents/domestic-global-research-status-{topic}.md.
2. After generation, call sandbox_publish_file to publish the Markdown file so the frontend can display a downloadable artifact. Do not stop after only calling write_file.
3. If self-checking is needed, use sandbox_read_file, sandbox_read_lines, or sandbox_list_directory to inspect file content and paths.
4. The final response must include delivery information for the published Markdown document and clearly tell the user that the file is available for download. Do not only say that it has been generated, and do not only paste the body text.
5. Do not expose internal MinIO paths in the final response. If describing the result, only state that the Markdown document has been generated and made available for download, along with its purpose.