name: knowledge-synthesis description: 知识合成 — 将多来源信息融合为结构化知识，生成摘要、报告和知识图谱 version: "1.0.0" license: MIT metadata: author: blackplume233 actant-tags: "synthesis,knowledge,summarization,researcher" layer: auxiliary agent: researcher

Knowledge Synthesis

Overview

Fuse multi-source information into structured knowledge; generate summaries, reports, and knowledge graphs.

Information Fusion

• Merge overlapping content; resolve redundancy
• Align terminology across sources; normalize units and formats
• Preserve provenance (source, timestamp) for each fact

Contradiction Resolution

• Detect conflicting claims across sources
• Apply source-evaluation scores to prefer higher-credibility sources
• Surface unresolved contradictions to user with context

Structured Output Generation

• Reports: Executive summary, key findings, recommendations, appendix with sources
• Summaries: Bullet-point or paragraph form; configurable length
• Comparisons: Side-by-side analysis (e.g., tool A vs B); pros/cons tables

Knowledge Graph Entry Creation

• Extract entities (people, orgs, concepts) and relations
• Create graph nodes and edges; support incremental updates
• Export to standard formats (JSON-LD, RDF) for downstream use

Confidence Scoring

• Assign confidence (0–1) to synthesized claims based on source agreement and quality
• Include confidence in output; flag low-confidence items for review