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Build an interactive knowledge graph from a folder of markdown notes — Obsidian, Logseq, Dendron, Foam, Zettelkasten, or plain markdown. Use when the user says "/sprang-knowledge", "index my notes", "build graph from notes", or "analyze my Obsidian vault".
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Analyze a codebase to produce a rich semantic knowledge graph — file summaries, architecture layers, guided tour, domain map, risk scores. Use when the user says "/sprang-analyze", "analyze the codebase", "full analysis", or "run sprang-analyze".
Analyze a codebase to produce a rich semantic knowledge graph — file summaries, architecture layers, guided tour, domain map, risk scores. Use when the user says "/sprang-analyze", "analyze the codebase", "full analysis", or "run sprang-analyze".
Build or refresh the Sprang knowledge graph for this workspace. Use when the user says "/sprang", "build the knowledge graph", "scan the codebase", "index this project", or "run sprang".
Build or refresh the Sprang knowledge graph for this workspace. Use when the user says "/sprang", "build the knowledge graph", "scan the codebase", "index this project", or "run sprang".
Guided architecture tour for new team members — adapts to junior, senior, or PM persona. Use when the user says "/sprang-onboard", "onboard me", "give me a tour", "I'm new to this codebase", or "walk me through the architecture".
Browse and write team annotations attached to graph nodes — institutional knowledge, decision history, ownership. Use when the user says "/sprang-team", "add annotation", "team knowledge", "who owns this", or "document this decision".
| name | sprang-knowledge |
| description | Build an interactive knowledge graph from a folder of markdown notes — Obsidian, Logseq, Dendron, Foam, Zettelkasten, or plain markdown. Use when the user says "/sprang-knowledge", "index my notes", "build graph from notes", or "analyze my Obsidian vault". |
| argument-hint | ["[path] [--format obsidian|logseq|dendron|foam|zettelkasten|plain] [--language <lang>] [--full]"] |
Analyze a folder of markdown notes and produce a .sprang/knowledge-graph.json with typed nodes (article/entity/topic/claim/source), wikilink edges, topic clusters, and a guided reading tour.
Follow the detailed instructions in .windsurf/workflows/sprang-knowledge.md.
Quick summary of phases:
.sprangignore.md files, extract titles/wikilinks/tags/frontmatter, build wikilink resolution mapknowledge-graph.json with "kind": "knowledge" + SPRANG_REPORT.mdAfter completion: graph auto-switches dashboard to knowledge view mode, KnowledgeInfo sidebar shows backlinks/confidence/frontmatter, ReadingPanel slides up for article nodes.
Supported formats and their special handling:
[[wikilinks]], #tags, .obsidian/ detection:tags: properties, journals/ and pages/ dirs, block refs skipped. hierarchy in filenames, id: frontmatter, vault links.foam/ detection, standard wikilinks202403141200), ID-based linking