菜单
Ask any question about the codebase using the knowledge graph. Use when the user says "/sprang-chat", "ask about the codebase", "what does X do", or any question about code that should be answered from the knowledge graph.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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-chat |
| description | Ask any question about the codebase using the knowledge graph. Use when the user says "/sprang-chat", "ask about the codebase", "what does X do", or any question about code that should be answered from the knowledge graph. |
| argument-hint | ["<question about the codebase>"] |
Answer questions about this codebase grounded entirely in .sprang/knowledge-graph.json.
Follow the detailed instructions in .windsurf/workflows/sprang-chat.md.
Quick steps:
.sprang/knowledge-graph.json exists. If not, tell the user to run /sprang-analyze first.sprang_query with keywords from $ARGUMENTS to find relevant nodes — use multiple search terms if needed.sprang_node to get its 1-hop neighborhood (in/out degree, layer, neighbors).summary fields directly, reference file paths, name layers./sprang-explain <file> for deep dive, /sprang-diff if the topic involves recent changes.