concept-synthesis
CommunityTurn raw concept stubs into a living map.
Content & Communication#knowledge graph#deduplication#metadata generation#clustering#concept synthesis#idea evolution#tiered taxonomy
Authorweiping
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Raw concept stubs created during ingestion quickly become duplicated, flat, and unconnected, leaving you without a coherent intellectual map or traceable idea evolution.
Core Features & Use Cases
- Deduplicate and merge concepts: Combine near-duplicates deterministically (string/title overlap and semantic duplicate detection) into canonical concept pages while preserving aliases and timelines.
- Tier concepts into a hierarchy: Score each canonical concept by frequency, timespan, breadth, and available engagement signals, then label it as T1 Canon, T2 Developing, T3 Speculative, or T4 Riff.
- Synthesize and connect evolution: Generate verifiable, quote-grounded synthesis for T1/T2 concepts and cluster tiered concepts into named intellectual domains, producing a master concepts/README map.
Quick Start
Tell your agent to run concept synthesis to dedupe concept stubs, assign tiers, and produce the concepts intellectual map.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: concept-synthesis Download link: https://github.com/weiping/gbrain-cn/archive/main.zip#concept-synthesis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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