graphify
AGENTS.md144k starsChanged 23 days agoApache-2.0View on GitHub
This project has a graphify knowledge graph at graphify-out/. Rules: - When working on Graphify itself, use the repository's existing Graphify guidance. For codebase questions, prefer scoped graph queries where available; use the report for broad orientation. Do not use the graph as evidence when the task concerns the graph's correctness itself. - If graphify-out/wiki/index.md exists, navigate it instead of reading raw files - After modifying code files in this session, run graphify update . to keep the graph current…
2 other projects use a version of this; 1 new project in the last 4 weeks, against 0 the 4 before.
Adopted by
Surging: 1 new project took it in the last 4 weeks, none the 4 weeks before.thin data
Most recently taken up by
- Graphify-Labs/graphifyword for word, first seen Oct 21, 2026
- navigotechsolutions-labs/claude-agent-skills-hubword for word, first seen Oct 17, 2026
Who's talking about safishamsi/graphify
- Chase AI“This Open Source Repo Just Solved Claude Code's #1 Problem”YouTube · Jun 5, 2026 · 412k views
- Eric Tech“Graphify Solves Claude's Biggest Limitation (Finally)”YouTube · May 18, 2026 · 199k views
- FuturMinds“Graphify: Instant Knowledge Graph for Claude Code/Antigravity (FREE)”YouTube · Apr 15, 2026 · 110k views
- Software Engineer Meets AI“Graphify + Claude Code: The Solution For Big Repos”YouTube · Apr 28, 2026 · 86k views
- Better Stack“This Tool Fixes AI Coding at Scale with 70x Fewer Tokens (Graphify)”YouTube · Apr 29, 2026 · 72k views
The biggest 5 of 100 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 100
Talked about on GitHub, YouTube, the web, Bluesky and Hacker News (100 times).
On GitHub · 50
- Apr 12, 2026Possible name squatting — Graphify-Labs/graphify8 reactions · 3 comments
- Apr 19, 2026graphify,tree-sitter-grammars.tree-sitter-objc: init — NixOS/nixpkgs4 reactions · 3 comments
- Apr 12, 2026feat:Hierarchical Knowledge Aggregation for Graphify — Graphify-Labs/graphify2 reactions · 5 comments
- Aug 21, 2026fix: correct graphify attribution — moved to Graphify-Labs org, relicensed Apache-2.0 — dfrostar/neuralmind1 reaction · 3 comments
- Jun 11, 2026fix: sync claude references/query.md with full vocab-expansion Step 0 (closes #1255) — Graphify-Labs/graphify1 reaction · 2 comments
45 more on GitHub
- May 21, 2026[WR] https://github.com/safishamsi/graphify evaluate, research this app or any like solutins for revvel-standards — midnghtsapphire/revvel-standards1 reaction · 13 comments
- May 6, 2026Some Q for this repo — PKU-DAIR/AutoSci1 reaction · 1 comment
- Apr 24, 2026Support additionalContext in PreToolUse hooks or clarify Claude-style hook parity — openai/codex1 reaction · 3 comments
- Apr 15, 2026graphify導入 — mieze018/portfolio-v21 reaction
- Nov 9, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Nov 2, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Nov 1, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Oct 26, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Oct 25, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Oct 19, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Oct 18, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Oct 12, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Oct 11, 2026feat(HYP-60): add graphify as a local dev tool for code navigation — kidp8479/42_hypertube0 reactions
- Oct 11, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Oct 10, 2026feat(HYP-60): add graphify as a local dev tool for code navigation — kidp8479/42_hypertube0 reactions · 1 comment
- Oct 5, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Oct 4, 2026fix(graphify): pin the install by wheel sha256 as well as version (INNOV-358) — karch4162/agent-infra0 reactions
- Oct 4, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Sep 28, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Sep 27, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Sep 26, 2026build(deps): bump vendor/graphify from `8994b55` to `a5957aa` — DelwarOfficial/Lithic-CLI0 reactions
- Sep 22, 2026[최PM] graphify pin 0.9.x 정합 + 의존성 라이선스 + lint Step 3 query 우선 (#169/#170/#173) + 리뷰 모델 교체 — im-dongseon/wikihub0 reactions
- Sep 21, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions
- Sep 20, 2026Broken external links detected — Pratiyush/llm-wiki0 reactions
- Sep 19, 2026build(deps): bump vendor/graphify from `8994b55` to `c7ec108` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Sep 18, 2026[#289] Untrack and ignore `graphify-out/.graphify_python` — Atomz-org/data-platform0 reactions
- Sep 14, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions · 1 comment
- Sep 12, 2026build(deps): bump vendor/graphify from `8994b55` to `67f99bd` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Sep 11, 2026Freshness: graphify v0.9.57 -> v0.9.95 — thoroc/context-radar0 reactions
- Sep 7, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions · 1 comment
- Sep 6, 2026Broken external links detected — AlexanderMakarov/llm-wiki0 reactions
- Sep 5, 2026build(deps): bump vendor/graphify from `8994b55` to `33362d9` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Aug 31, 2026Link check: broken links detected — looptech-ai/understand-quickly0 reactions · 1 comment
- Aug 29, 2026build(deps): bump vendor/graphify from `8994b55` to `43d54ac` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Aug 22, 2026build(deps): bump vendor/graphify from `8994b55` to `558df6d` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Jul 28, 2026feat: install graphify knowledge graph tool — winnerchoicesa-droid/D0 reactions
- Jul 18, 2026fix: indirect JS/TS call resolution for dispatch tables and callbacks — Graphify-Labs/graphify0 reactions · 3 comments
- Jul 3, 2026docs(research): record graphify GDScript spec posted to #697 — MasterDD-L34D/codemasterdd-ai-station0 reactions · 1 comment
- Jul 2, 2026Implement Graphify — Moon-Knight13/claude_template_repo0 reactions · 1 comment
- Jun 29, 2026chore(deps)(deps): Update graphifyy requirement from <0.6,>=0.5.5 to >=0.5.5,<0.10 in /backend — mickyarun/glideship0 reactions · 3 comments
- Jun 28, 2026build(deps): bump vendor/graphify from `8994b55` to `8e98b91` — DelwarOfficial/Lithic-CLI0 reactions · 1 comment
- Jun 21, 2026Add graphify knowledge graph for formation-planner codebase — UltimateZion/formation-planner-ugugdg0 reactions
- Jun 17, 2026feat: add zero-hallucination-coder skill to engineering — alirezarezvani/claude-skills0 reactions · 1 comment
- Jun 10, 2026use ts-knowledge-graph as graphify — jeromeetienne/codespine0 reactions
- Jun 10, 2026VB.NET is supported - really? — Graphify-Labs/graphify0 reactions · 1 comment
On YouTube · 24
- Jun 5, 2026This Open Source Repo Just Solved Claude Code's #1 Problem — Chase AI412k views · 321 comments
- May 18, 2026Graphify Solves Claude's Biggest Limitation (Finally) — Eric Tech199k views · 162 comments
- Apr 15, 2026Graphify: Instant Knowledge Graph for Claude Code/Antigravity (FREE) — FuturMinds110k views · 98 comments
- Apr 28, 2026Graphify + Claude Code: The Solution For Big Repos — Software Engineer Meets AI86k views · 37 comments
- Apr 29, 2026This Tool Fixes AI Coding at Scale with 70x Fewer Tokens (Graphify) — Better Stacksays it tested it72k views · 87 comments
19 more on YouTube
- Apr 9, 2026Claude Code + Graphify = Local Rag (Unlimited Memory) — Charlie Automates61k views · 103 comments
- Apr 9, 2026Graphify: The Knowledge Graph That Reads Your Entire Codebase, Then Explains It Back to You — Github Awesome52k views · 5 comments
- Jun 5, 2026Graphify Knowledge Graph Tutorial | Ultimate Step-by-Step Guide | Boost your AI coding assistant's — Real World Devs19k views · 4 comments
- Apr 12, 2026Graphify: Turn Any Folder Into a Queryable Knowledge Graph — Prism Labs18k views · 5 comments
- May 4, 2026Graphify (FREE) : Make Any Coding AI Agent 10x Smarter, Faster & 70x More Token Efficient — Codedigiptsays it tested it17k views · 21 comments
- Jun 8, 2026Graphify: Turn Your Codebase into a Queryable Knowledge Graph for Claude Code — WiseBuilder14k views · 3 comments
- Apr 27, 2026Graphify: Build Your OWN Second Brain for Claude Code (Free) 🤯 #Shorts — GithubTrends4.6k views · 2 comments
- Apr 15, 2026Graphify - Knowledge Base for your codebase. — Ingesting AI4.3k views
- Apr 9, 2026Graphify: 48 Hours After Karpathy's Post, Someone Built the Tool — AwesomeFOSS3.5k views
- Apr 10, 2026graphify: 18.9K Stars Tool That Saves 71x Tokens [2026] — Repo_AI_Review1.5k views · 3 comments
- Jun 16, 2026Graphify: Stop Your AI From Rereading The Same Files — BACKFIRED X1.1k views · 2 comments
- May 9, 2026graphify: Turn Any Repo Into a Knowledge Graph for AI — DevDrop817 views
- May 17, 2026Graphify: 48K Stars Open Source Knowledge Graph Engine — Kuro337 views
- May 29, 2026Running the Graphify App From Scratch — TryMyRepo235 views
- Oct 28, 2026Graphify - stop paying Claude to re-read the same files — Ship It With AI208 views · 1 comment
- Jun 26, 202671K+ Stars • AI Coding Assistant | Graphify — Code-to-Knowledge Graph #shorts — Neural-Nexus194 views · 1 comment
- Nov 5, 2026Graphify in 90 Seconds #graphify #aicoding #developer — Kuza Kizazi147 views
- Jun 11, 2026Graphify GitHub vs Traditional Code Search: 71x Fewer Tokens Per Query — Alex Hittsays it tested it106 views
- Jun 27, 2026Ditch Vector Search! graphify turns your project into a knowledge graph, cutting query costs by ... — DevCovery89 views
On the web · 14
- Jun 15, 2026Graphify Review: Turn Your Codebase Into a Queryable Graph — andrew.ooo — andrew.ooo
- Jun 15, 2026Graphify Review: Turn Your Codebase Into a Queryable Graph — dev.to
- Jun 15, 2026Graphify Tutorial: Reduce AI Token Usage for Large Codebases — dsfor.com
- Jun 11, 2026Graphify = Lower Token Burn - Ikjot Juneja — ikjotjuneja.substack.com
- Jun 10, 2026safishamsi/graphify: one command turns a whole project into a queryable graph · GhTrends.dev — ghtrends.dev
9 more on the web
- Jun 10, 2026这款 6.2 万 Star 的神仙工具,给 Cursor 装上了“外挂级”项目记忆_Prannt-MCP技术社区 — mcp.csdn.net
- Jun 8, 2026Does Graphify Cut Claude Code Costs? The Token Math a Skeptic Should Run First — linkedin.com
- May 25, 2026Graphify: Turn Any Codebase into a Queryable Knowledge Graph for Your AI Coding Assistant — Mohamed-Amine Romdhane — romdhane.fr
- May 13, 2026How I Cut Cursor’s Token Usage by ~70% on a 5,000-File Node.js Monorepo Using Graphify | by Prince Gola | May, 2026 — medium.comsays it tested it
- May 12, 2026I Was Burning Through Claude Tokens Until I Found This Tool | by Rahul Saini | May, 2026 — medium.com
- Apr 24, 2026Graphify claude code how i cut token usage by 71x on a 50k line codebase — medium.comsays it tested it
- Apr 22, 2026在Cursor中使用graphify_graphify cursor-CSDN博客 — blog.csdn.net
- Apr 18, 2026From karpathys idea to graphify i tried building a knowledge graph from my codebase — medium.com
- Apr 14, 2026Graphify: Build a Knowledge Graph From Your Entire Codebase — Without Sending Your Code to Anyone | by Mustafa Genc | Apr, 2026 — medium.com
On Bluesky · 9
- Apr 8, 2026Search Helper 4 #CodeAgents #MCP #CLI Plugins. #Wiki & #Obsidian token efficiency: Builds a #Code #Graph #AST & #Tree-sitter. Auto-Sync /… — @qdrddr.bsky.social7 likes and reposts
- May 21, 2026知識グラフ作成は、しばらくはある程度まで人力かなと思ってたけど、分野によっては普通に自動生成で行けるのか。まだ試し始めたばっかりなので、宣伝通りの効果があるかは分からんけど。 github.com/safishamsi/g... — @keiono.bsky.social4 likes and reposts
- Apr 9, 2026graphify : An AI coding assistant skill. Type /graphify in Claude Code, Codex, OpenCode, Cursor, Gemini CLI, OpenClaw, Factory Droid, or… — @ytroncal.bsky.social4 likes and reposts · 1 reply
- May 11, 2026I've been meaning to try this out. Looks very useful — @riziles.bsky.social2 likes and reposts
- Aug 15, 2026https://github.com/safishamsi/graphify — @tom-doerr.bsky.social1 likes and repost
4 more on Bluesky
- Jul 3, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 safishamsi / graphify ⭐ 76,585 (+937) 🗒 Python AI coding assistant skill (Claude Code, Codex,… — @github-trending.bsky.social1 likes and repost · 1 reply
- Apr 11, 2026github.com/safishamsi/g... — @mrpunyapal.dev1 likes and repost · 1 reply
- Sep 15, 202612/ Graphify (75k). For understanding a legacy codebase. With one command, /graphify, it creates a map of your whole project, including… — @milanmilanovic.bsky.social0 likes and reposts · 1 reply
- May 3, 2026Pour optimiser mes coûts en token dans mes différentes app, j’ai utilisé graphify. github.com/safishamsi/g... Pour l’app PVMSS, qui a plus… — @julien.hommet.net0 likes and reposts · 1 reply
On Hacker News · 3
- Jun 29, 2026Map your project into a knowledge graph4 points · 1 comment
- Apr 7, 2026AI coding assistant skill (Claude Code, Codex, OpenCode, OpenClaw, Factory Droid2 points
- Apr 6, 2026Graphify: An AI skill for turning any folder into a queryable knowledge graph2 points · 1 comment
Other versions2 projects use a version of this.
Word for word · 2
- Graphify-Labs/graphify★ 144k100% same
- navigotechsolutions-labs/claude-agent-skills-hub★ 0100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,700 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repositoryOne other file it gives its agents.
- graphifySkill
The file
We split this AGENTS.md into the rules it gives an agent
3 rules. About 0 are common, 0 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 6
When working on Graphify itself, use the repository's existing Graphify guidance.
- Very specific: line 7
If graphify-out/wiki/index.md exists, navigate it instead of reading raw files
- Very specific: line 8
After modifying code files in this session, run graphify update .
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
graphify
This project has a graphify knowledge graph at graphify-out/.
Rules:
- When working on Graphify itself, use the repository's existing Graphify guidance. For codebase questions, prefer scoped graph queries where available; use the report for broad orientation. Do not use the graph as evidence when the task concerns the graph's correctness itself.
- If graphify-out/wiki/index.md exists, navigate it instead of reading raw files
- After modifying code files in this session, run
graphify update .to keep the graph current (AST-only, no API cost)
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

