{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/0eedecce86bc4eaeb57278ee4b79a259\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/0eedecce86bc4eaeb57278ee4b79a259-25a1ee822d272879.gif","duration":1571.528,"title":"Slipbox MPC, Atomic Notes, and Maintenance Loop","description":"This Loom demonstrates a maintenance workflow for building a Zettelkasten-style slipbox using Claude to analyze, promote, and organize notes. The video first analyzes a freshly created fleeting note for atomisticity and connectivity, then declines promotion until it is rewritten in a less first-person, more testable permanent-note style. Next, it selects the highest scoring cluster and asks Claude to create a structure note linking all member notes, running a fresh report and discovering the top cluster is prompt engineering (seven notes, two orphans). It also explains the available skills and workflows, including Analyze Note, Knowledge Creation, Cluster Maintenance, Knowledge Synthesis, Knowledge Exploration, and batch knowledge creation, and notes that everything comes from a SQLite index while the markdown files remain the source of truth."}