📦 GraphifyAI

技能文档

Graphify turns a folder of code, docs, images, and videos into a 查询able knowledge graph, then injects that graph into every 助手 interaction via 平台 hooks. Use it to navigate unfamiliar codeBASEs, 追踪 architectural intent, and 分享 上下文 efficiently.

令牌 效率: Reading GRAPH_报告.md is ~71.5× cheaper than reading raw source files. Always 检查 it first.

Security Notice

• Official package on PyPI is graphifyy (double-y). Do not 安装 a package named graphify — it is not affiliated with this project.
• Code 提取ion 运行s locally via tree-sitter. Video/audio transcription 运行s locally via faster-whisper. Semantic 提取ion for docs/images 发送s content to the underlying 模型 API (Claude, GPT-4, etc.) using your API 密钥. No telemetry or cloud storage.

安装ation

Minimum 安装

pip 安装 graphifyy

Recommended 安装 with all extras

pip 安装 "graphifyy[pdf,video,watch,svg]"

Register with OpenClaw

graphify claw 安装

This copies the 技能 into OpenClaw's global 技能 directory and writes an 代理S.md to the project root so the graph is consulted on every 工具 call.

Register with other 平台s

graphify claude 安装     # Claude Code (CLAUDE.md + Pre工具Use hook)
graphify cursor 安装     # Cursor (.cursorrules)
graphify codex 安装      # Codex (代理S.md)
graphify copilot 安装    # GitHub Copilot 命令行工具
graphify gemini 安装     # Gemini 命令行工具
graphify AIder 安装      # AIder

Git post-commit hook (auto-rebuild on commit)

graphify hook 安装

Building a Knowledge Graph

First 运行

graphify .

Graphify 运行s a three-pass 流水线:

• AST 提取ion — deterministic tree-sitter parsing of all code files (no LLM calls)
• Transcription — local Whisper processing of any video/audio
• Semantic 提取ion — parallel Claude sub代理s analyze docs, papers, and images

Incremental 更新 (changed files only)

graphify . --更新

Watch mode (auto-同步 as files change)

graphify . --watch

Deep mode (aggressive inferred-edge 提取ion)

graphify . --mode deep

Preserve edge directionality

graphify . --directed

Re-cluster without re-提取ing

graphify . --cluster-only

Skip HTML 可视化 (faster CI 运行s)

graphify . --no-viz

输出 Artifacts

All artifacts land in graphify-out/:

添加itional 导出 格式化s

graphify . --svg        # SVG 可视化
graphify . --graphml    # Gephi / yEd compatible 导出
graphify . --wiki       # Wikipedia-style article per node

查询ing the Graph

# Natural-language semantic 搜索
graphify 查询 "where is authentication handled?"
# 追踪 a specific path (DFS traversal)
graphify 查询 "how does the 请求 reach the dataBASE?" --dfs
# Shortest path between two nodes
graphify path "Auth中间件" "PostgresAdapter"
# PlAIn-language explanation of a node
graphify explAIn "User会话管理器"

添加ing External Content

```bash graphify 添加 # Fetch and 索引 a re搜索 paper graphify 添加 # Fetch and 索引 a tweet graphify 添加