report-writer

Synthesizes domain summaries into formatted research reports with cross-domain connections and verbatim contradictions.

64|15|Updated Aug 14, 2026
One-click install
npx skills add https://github.com/openJiuwen-ai/sciencediscovery --skill report-writer-openjiuwen-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: report-writer
Source: https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/report-writer
Command: npx skills add https://github.com/openJiuwen-ai/sciencediscovery --skill report-writer-openjiuwen-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Combining literature findings and data analysis results into a single coherent research report is error-prone: findings lose source attribution, contradictions between domains get silently merged, and formatting is inconsistent. This Skill performs the final synthesis step of a multi-agent research workflow, producing a traceable, contradiction-preserving report. ## Core Features & Use Cases - Cross-Domain Synthesis: Identifies connections between knowledge and analysis findings using a 4-label taxonomy (SUPPORTS/CONTRADICTS/INFORMS/INDEPENDENT). - Contradiction Preservation: Surfaces conflicting claims verbatim with source attribution, leaving resolution to the human user. - Flexible Output Formatting: Follows a user-specified format or falls back to a default 7-section template with a mandatory Verdict section. - Use Case: After literature-searcher and code-engineer sub-agents finish, the orchestrator passes their integrated summaries here to produce a final report such as report-ai-healthcare-20250101.md with full traceability. ## Quick Start Ask the science-research-team orchestrator to synthesize the completed knowledge and analysis summaries into a final research report.

Frequently Asked Questions about report-writer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I combine literature review and data analysis into one research report?▼

Provide the integrated Knowledge Summary and Analysis Summary to this Skill, which extracts findings from each, labels cross-domain connections as SUPPORTS, CONTRADICTS, INFORMS, or INDEPENDENT, and writes a formatted report with a mandatory Verdict section.

What report format does the report-writer skill produce?▼

If the user specifies a format, it follows that format while preserving traceability and contradiction sections. Otherwise it uses a default 7-section template covering executive summary, knowledge findings, analysis findings, cross-domain insights, contradictions, limitations, and recommendations.

Can report-writer work with only one domain summary?▼

Yes, it operates in single-domain mode with either a Knowledge Summary or an Analysis Summary. Sections for the missing domain are annotated with [SINGLE DOMAIN] markers, and intra-domain contradictions are still surfaced.

Does report-writer resolve contradictions between findings?▼

No, it never resolves, merges, or drops conflicting claims. Every contradiction is surfaced verbatim with both claims and their source sub-agents, marked UNRESOLVED so the human user remains the sole arbiter.

What are the limitations of automated research report synthesis?▼

The Skill cannot add new findings, perform original research, run statistical analysis, or evaluate result validity. Output quality depends entirely on the completeness of the input Domain Summaries; empty or placeholder sections are flagged as gaps rather than filled.