knowledge-graph-builderUse when building, updating, or deploying an interactive knowledge graph from a structured knowledge vault. Scans INDEX.md + article card metadata (frame_analysis), extracts nodes + three edge types (explicit/concept/cluster), and generates a force-directed Canvas HTML graph with search, filter, and click-to-inspect. Supports custom category mappings, keyword lists, framework nodes, and manual cross-links via JSON config.
Install via ClawdBot CLI:
clawdbot install zhaog100/knowledge-graph-builderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/zhaog100/openclaw-skillsAudited Apr 17, 2026 · audit v1.0
Generated Jul 27, 2026
A researcher uses the knowledge graph builder to transform their markdown notes (INDEX.md and article cards) into an interactive graph. This helps them discover cross-domain relationships between concepts like 'AI' and 'macroeconomics' that were previously siloed.
A content curator maintains a vault of articles and frameworks. After archiving new articles, they run the graph builder to update the visualization, then deploy it via HTTP server for team members to explore connections and find relevant content quickly.
A product team uses the graph to map internal documentation, feature specs, and user research notes. The force-directed graph helps them identify clusters of related features and gaps in their knowledge base.
An analyst builds a graph from competitive reports and news articles. By adding explicit links between related items, they track how different companies' strategies interconnect and evolve over time.
A training department uses the graph builder to create a visual map of their training materials. New hires can filter by layer (L1 foundation to L3 advanced) and click nodes to inspect core insights, accelerating onboarding.
Offer a hosted version where users upload their vault structure (INDEX.md, article cards) and receive a fully interactive HTML graph. Additional features include custom branding, collaboration, and API access.
Provide professional services to help enterprises set up and customize the knowledge graph builder for their existing vaults. Includes tailored category mappings, keyword lists, framework nodes, and manual link curation.
Sell pre-built configuration templates for common industries (e.g., tech, finance, healthcare). These templates include industry-specific keywords, category colors, and example framework nodes, reducing setup time.
💬 Integration Tip
Integrate by pointing the build script to your vault's INDEX.md and article cards directory; customize config JSON to match your categories and manually add explicit links for key cross-domain relationships.
Scored Jul 26, 2026
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