vox-graph
Vox Graph structural discovery: call vox_search / vox_discover BEFORE grep. Use this whenever tracing how code connects — call sites, surface coverage, dead-end commands, or 'what relates to X'.
- License 许可
- Apache-2.0
- 最近更新
- 2026-11-11
- Stars
- ★ 5
- Forks
- 0
01 前言 Front Matter
- name
- vox-graph
- description
- Vox Graph structural discovery: call vox_search / vox_discover BEFORE grep. Use this whenever tracing how code connects — call sites, surface coverage, dead-end commands, or 'what relates to X'.
02 资源文件 3
- 许可证LICENSE1.0 KB
- 参考文档SOURCE.md355 B
- 参考文档TRUST.auto.yaml2.2 KB
03 SKILL.md 正文
Vox Graph — Graph-First Discovery
The Vox Graph engine indexes the codebase as a structural graph (fn, struct, surface, command, tool nodes + call/dependency edges). It is faster and more precise than text search for connection questions.
When to use this skill
- "Where is X called?" —
vox_search_neighborsover therepo-code-graphcorpus (BFS from the fn node) instead of grep. - "What surfaces expose command Y?" —
vox_search_neighborswith seedcmd:Y→ follows edges tosurface:nodes. - "What is related to Z?" —
vox_search_neighborswith seed of Z's node id → returns neighbors + their coverage class. - "Which commands have no GUI surface?" — query the
CliOnlycoverage class from the graph's coverage report.
Rule
ALWAYS call vox_search_structural or vox_search_neighbors first for connection/discovery questions. Fall back to grep only when the graph gives no result (e.g., the corpus is stale or the file is not yet indexed).
Key MCP tools
| Tool | Purpose |
|---|---|
vox_search_status |
Read-only freshness report for the structural corpus |
vox_search_structural |
Lexical search over an on-disk corpus graph |
vox_search_neighbors |
BFS neighbor expansion from seed node IDs |
vox_search_callers / vox_search_callees |
Direct caller/callee expansion from a seed node |
vox_search_path |
Shortest path between two node IDs |
vox_search_compare |
Diff two corpus manifests (node/edge/community delta) |
vox_search_rebuild |
Rebuild the structural graph for a corpus |
vox_search_set_ttl |
Set the corpus staleness TTL in days (writes the shared registry contract) |
Graph verbs (CLI)
vox graph rebuild --corpus <id> # rebuild the structural graph
vox graph status # freshness report
vox graph index <path> --id <id> # index a new target as a corpus (path is positional, not a --path flag)
vox graph query <args> # lexical search over the corpus (same lexical scorer as vox_search_structural)
vox graph coverage --corpus <id> # coverage classification report
vox graph refresh --corpus <id> # rebuild-or-ingest based on staleness
graph is the canonical subcommand name (crates/vox-cli/src/lib.rs); graphify and search are backward-compatible aliases only — do not use them in new documentation.
Determinism firewall
The structural graph is deterministic and read-only. Semantic overlays (embedding, LLM relation labels) are query-time and provenance-labeled — never written into the graph itself. You can trust graph results as ground truth for the codebase structure at the time of the last rebuild.
Naming note
This skill's tool names (vox_search_*) and CLI form (vox graph <verb>) match what's actually registered in crates/vox-orchestrator-mcp/src/dispatch.rs/input_schemas.rs and crates/vox-cli/src/lib.rs today. A prior version of this skill (and of the plan task that produced this fix) incorrectly claimed a vox_graphify_*/vox graphify naming was current and that a vox_search_* rename was still pending — that rename landed via #406 over a month before this correction; this file was simply out of date.
04 同仓库更多 Skills
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).