sdw-kbany input (code, docs, papers, images) → knowledge graph → clustered communities → HTML + JSON + audit report. Uses graphifyy via uv tool environment. Trigge...
Install via ClawdBot CLI:
clawdbot install yangxiaoqiang1992/sdw-kbGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://docs.astral.sh/uv/getting-started/installation/Audited Sep 8, 2026 · audit v1.0
Generated Sep 8, 2026
A development team drops a folder of its source code into sdw-kb to automatically generate a knowledge graph. This graph helps new developers navigate the codebase, find dependencies, and understand module relationships without manual documentation.
A research group accumulates a folder of academic papers and notes. sdw-kb builds a knowledge graph connecting concepts across papers, enabling researchers to discover interdisciplinary links and get answers to questions like 'What papers discuss attention mechanisms?' without re-reading everything.
A law firm or consulting firm drops client documents and contracts into sdw-kb to create a navigable knowledge graph. This allows authorized users to query across documents, find relationships between entities (like people or clauses), and generate audit trails for compliance.
A knowledge worker maintains a folder of notes, bookmarks, and PDFs. sdw-kb turns this into a persistent graph, allowing them to ask questions months later and uncover unexpected connections between saved articles and notes, enhancing creativity and recall.
A market intelligence team collects competitive data from public sources like news articles, earnings call transcripts, and social media posts. sdw-kb builds a knowledge graph that surfaces relationships between competitors, products, and market trends, helping analysts prepare reports.
Offer sdw-kb as a hosted web service where users upload files via a UI or API and receive a hosted knowledge graph with interactive visualization and query endpoints. Revenue via subscription tiers based on storage, processing, and API usage.
License sdw-kb to enterprises that require on-premise deployment for data privacy. Provide annual license fees plus support/maintenance. Could include per-seat or per-deployment pricing.
Make the basic /sdw-kb pipeline open-source to build community adoption. Offer advanced features (like watch mode, obsidian integration, or enterprise-scale clustering) via a paid tier, or sell consulting and integration services.
💬 Integration Tip
Start with a small sample folder and run the basic CLI to explore outputs. Later, integrate the JSON export with existing dashboards or content management systems via custom scripts.
Scored Sep 8, 2026
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