# graphify | Safi | Knowledge Base | Instagit

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

GitHub Stars: 67.6k

Repository: https://github.com/safishamsi/graphify

---

## Articles

### [How Graphify Performs PR Impact Analysis and Triage: A Technical Deep Dive](/safishamsi/graphify/how-does-graphifys-pr-impact-analysis-and-triage-work)

Discover how Graphify analyzes PR impact and prioritizes reviews. Learn how it maps code changes to a knowledge graph, calculates blast radius, and uses LLM triage for efficient review ranking.

- Tags: deep-dive
- Published: 2026-06-15

### [How to Use Graphify Watch Mode for Live Knowledge Graph Updates](/safishamsi/graphify/how-to-use-graphifys-watch-mode-for-live-graph-updates)

Learn how to use Graphify watch mode to automatically rebuild your knowledge graph on code changes. Keep your graph live and up-to-date effortlessly with safishamsi/graphify.

- Tags: how-to-guide
- Published: 2026-06-15

### [How Graphify's PostgreSQL Schema Introspection Works: From Live Database to Knowledge Graph](/safishamsi/graphify/how-does-graphifys-postgresql-schema-introspection-work)

Discover how Graphify's PostgreSQL schema introspection transforms your live database into a knowledge graph by reconstructing SQL DDL without credentials or data modification.

- Tags: internals
- Published: 2026-06-15

### [How Graphify's Global Graph Feature Works for Multi-Repo Queries](/safishamsi/graphify/how-does-graphifys-global-graph-feature-work)

Discover how Graphify's global graph feature simplifies multi-repo queries by creating a unified knowledge graph, deduplicating references, and persisting results for efficient searching.

- Tags: deep-dive
- Published: 2026-06-15

### [How to Configure Graphify's Ignore Patterns with .graphifyignore](/safishamsi/graphify/how-to-configure-graphifys-ignore-patterns)

Learn how to configure Graphify's ignore patterns using .graphifyignore. Exclude files from knowledge-graph extraction with gitignore-compatible syntax for efficient filtering.

- Tags: how-to-guide
- Published: 2026-06-15

### [How Graphify Detects and Merges Ghost Duplicate Nodes: A Technical Deep Dive](/safishamsi/graphify/how-does-graphify-detect-and-merge-ghost-duplicate-nodes)

Learn how Graphify detects and merges ghost duplicate nodes using a three-pass algorithm that remaps edges and eliminates stale references for cleaner graph data.

- Tags: technical-deep-dive
- Published: 2026-06-15

### [Graphify Project-Scoped Installation vs User-Wide Installation: A Complete Guide](/safishamsi/graphify/graphify-project-scoped-installation-vs-user-wide-install)

Choose between Graphify user-wide or project-scoped installation for your AI coding assistant. This guide details global access versus version-controlled configurations for teams.

- Tags: how-to-guide
- Published: 2026-06-15

### [How to Troubleshoot 'graphify: command not found' After pip Installation](/safishamsi/graphify/how-to-troubleshoot-graphify-command-not-found-after-pip-install)

Fix the 'graphify: command not found' error when pip installs are missing from your PATH. Learn how to add user scripts to your environment to resolve this common issue.

- Tags: how-to-guide
- Published: 2026-06-15

### [How to Configure Graphify for Different LLM Backends (Ollama, Claude, Gemini, OpenAI)](/safishamsi/graphify/how-to-configure-graphify-for-different-llm-backends)

Configure Graphify for Ollama, Claude, Gemini, and OpenAI backends easily. Learn to switch LLM providers via environment variables or the command line for seamless integration.

- Tags: how-to-guide
- Published: 2026-06-15