knowledge-synthesis

Synthesize multi-source information into structured knowledge base articles with conflict detection.

Updated May 23, 2026
One-click install
npx skills add https://github.com/TheGraphicKing/skott-canvas --skill knowledge-synthesis-thegraphicking
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-synthesis
Source: https://github.com/TheGraphicKing/skott-canvas/tree/main/skills/knowledge-synthesis
Command: npx skills add https://github.com/TheGraphicKing/skott-canvas --skill knowledge-synthesis-thegraphicking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Teams accumulate scattered, conflicting information across conversations, documents, research, and meeting notes, making it hard to maintain a trustworthy knowledge base. This Skill consolidates those sources into clean, authoritative reference articles while surfacing contradictions and gaps. ## Core Features & Use Cases - Source Extraction and Weighting: Label every source by type, date, and authority, then extract discrete claims tagged with confidence levels (confirmed, reported, inferred). - Contradiction and Gap Detection: Flag conflicting claims across sources without silently picking one, and identify missing information or outdated data (claims older than 12 months on volatile topics). - Versioned Knowledge Articles: Produce structured articles with inline source attribution, open questions sections, conflict logs, and a version history table with review schedules. - Use Case: After a strategy workshop produces messy notes across three documents, consolidate them into a single competitor-intel article that flags a pricing contradiction between a 2023 and 2024 source and lists missing data points to research. ## Quick Start Synthesize the attached meeting notes and research documents into a structured knowledge base article, flagging any contradictions and information gaps.

Frequently Asked Questions about knowledge-synthesis

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

FAQPage Schema
How do I consolidate conflicting information from multiple documents?▼

Extract discrete claims from each source, tag them with source and confidence level, then compare claims on the same topic. Flag contradictions explicitly rather than silently choosing one, noting which source is more authoritative or recent.

How to create a knowledge base article from meeting notes?▼

Gather and label all sources by type, date, and authority, extract individual claims, then organize confirmed facts into structured sections with inline attribution. Append open questions, detected conflicts, and a version history table.

How do I detect contradictions across research sources?▼

Compare extracted claims on the same topic across sources and flag opposite statements as CONTRADICTION entries. Record which source is more recent or authoritative and recommend verification rather than silently resolving the conflict.

When should knowledge base articles be reviewed and updated?▼

Review high-volatility topics like competitor pricing and market data every 90 days, and stable topics like brand guidelines every 6 months. Flag any claim older than 12 months on volatile subjects as potentially outdated.

What are the limitations of multi-source knowledge synthesis?▼

Synthesis quality depends on source availability and authority; single-source claims remain unverified and must be labeled as reported. It cannot resolve contradictions definitively without access to a primary authoritative source.