Deduplicate and tier concept stubs into a structured intellectual map.
npx skills add https://github.com/bish-x/bx-gbrain --skill concept-synthesis-bish-x
Please help me install this Agent Skill. Skill: concept-synthesis Source: https://github.com/bish-x/bx-gbrain/tree/main/skills/concept-synthesis Command: npx skills add https://github.com/bish-x/bx-gbrain --skill concept-synthesis-bish-x
The skill helps manage thousands of concept stubs by deduplicating them and synthesizing them into a structured intellectual map, tracing the evolution of ideas over time.
Run the concept-synthesis skill on your brain to deduplicate and tier concept stubs into a structured intellectual map.
High-intent search queries and answers about installing and using this skill.
Concept synthesis deduplicates raw concept stubs using Jaccard, substring, and semantic matching, then organizes them into a structured intellectual map. It classifies concepts into tiers and traces idea evolution across sources over time.
Concept tiering classifies ideas into Canon, Developing, Speculative, and Riff tiers based on frequency, mention span, and engagement. This scoring mechanism transforms raw concept stubs into a curated intellectual fingerprint.
Idea evolution tracing maps how concepts develop across different sources and time periods. The synthesis process identifies concept clusters and generates a master README.md documenting the full intellectual map.
Cluster analysis groups related concept stubs into organized clusters as part of the intellectual mapping process. The synthesis logic deduplicates concepts and structures them into a comprehensive map over time.
Idea deduplication removes duplicate concepts from raw stubs using Jaccard similarity, substring matching, and semantic analysis. This synthesis process creates a curated intellectual fingerprint ready for tiering and mapping.
Concept synthesis requires a large volume of concept stubs to be effective, as it relies on frequency and mention span for tiering. It is not suited for small datasets where manual organization is more efficient.
yunusgungorDeduplicate raw concept stubs into a tiered canonical map with timelines and clusters.
dawsonblockIndexes codebases into an interactive knowledge graph for visual exploration.
costiashDetect and merge duplicate entities in Knowledge Graph projects.
ngochuy13Deduplicate and tier concept stubs into a synthesized intellectual map.
