Data and AI cursor rules

2,864 tagged Data and AI, measured the same way as everything else here.

Browse within: ai-governance 173meok-ai-labs 132awesome-list 91RAG 77ai-assistant 72compliance 66cursor-rules 64agents-md 57chinese 53agent-memory 52typescript 52cursorrules 51bilingual 50csoai 50

karpathy-guidelines

01

multica-ai/andrej-karpathy-skills

Cursor rule Cursor

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

209k +240 4mo ago A 571 tokens

ponytail

02

DietrichGebert/ponytail

Cursor rule Cursor

Ponytail, lazy senior dev mode. Always pick the simplest solution that works.

117k 24d ago A 576 tokens original MIT

use-context7

03

upstash/context7

Cursor rule

Use Context7 MCP to fetch up-to-date documentation when unsure about library APIs, syntax, or behavior instead of guessing from training data.

61k +26 today A 199 tokens original MIT

MemPalace/mempalace

Cursor rule

Always-on MemPalace recall β€” search the palace before answering about past work, people, projects, or prior decisions.

59k +10 yesterday A 260 tokens original MIT

mempalace-recall

05

MemPalace/mempalace

Cursor rule

When the user asks about past work, prior decisions, people, projects, or events that may be filed in MemPalace, call mempalacesearch (or mempalacekgquery for relational or time-bound facts) before answering from model memory. Return stored content verbatim; never guess when the palace might know.

59k +10 yesterday A 66 tokens original MIT

100-monorepo

06

abhigyanpatwari/GitNexus

Cursor rule Cursor

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exploration.

47k +276 today A 0 tokens

200-eval

07

abhigyanpatwari/GitNexus

Cursor rule Cursor

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exploration.

47k +276 today A 0 tokens

base

10

yamadashy/repomix

Cursor rule Cursor

../../.agents/rules/base.md.

28k 2d ago A 7 tokens original MIT

code-style

11

comet-ml/opik

Cursor rule Codex

Cursor rule "code-style" from comet-ml/opik, covering code style, comments, don't over-engineer and stay focused.

22k yesterday A 170 tokens original Apache-2.0

git-workflow

12

comet-ml/opik

Cursor rule Codex

Cursor rule "git-workflow" from comet-ml/opik, covering git workflow, branch naming, commit format, pr title and jira key references (commit messages & pr body).

22k yesterday A 599 tokens original Apache-2.0

general

13

SWE-agent/SWE-agent

Cursor rule Cursor

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024].

20k 7d ago A 96 tokens original MIT

project-overview

14

SWE-agent/SWE-agent

Cursor rule Cursor

SWE-agent implements an AI software engineering agent that uses language models to fix github issues. Here's what you need to know about the project structure.

20k 7d ago A 251 tokens original MIT

cursorrules

15

kortix-ai/suna

Cursor rule Cursor

Kortix is a React Native + Expo app built with TypeScript, NativeWind (Tailwind CSS), and a custom design system.

20k yesterday A 4,277 tokens

rules

16

pydantic/pydantic-ai

Cursor rule Cursor

Always reference the python code in the docs e.g. ModelSettings should link to [ModelSettings][pydanticai.settings.ModelSettings].

20k yesterday A 43 tokens original MIT

ponytail

17

MODSetter/SurfSense

Cursor rule Cursor

Ponytail, lazy senior dev mode. Always pick the simplest solution that works.

16k 2d ago A 578 tokens

MODSetter/SurfSense

Cursor rule

name: avoid-source-deduplication description: Preserve unique source entries in search results to maintain proper citation tracking globs: ['/connectorservice.py', '/searchservice.py'] alwaysApply: true.

16k 2d ago A 185 tokens

olv-core-rules

19

Open-LLM-VTuber/Open-LLM-VTuber

Cursor rule Cursor

Cursor rule "olv-core-rules" from Open-LLM-VTuber/Open-LLM-VTuber, covering open-llm-vtuber ai coding assistant: context & guidelines, 1. core project context, 1.1. repository structure, 1.2. configuration files and 2. overarching coding philosophy.

14k 3mo ago A 1,474 tokens

cursorrules

20

The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge

Cursor rule Cursor

Cursor rule "cursorrules" from The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge, covering agentic coding: humans design, agents code!, agentic coding steps, example llm project file structure, pocket flow and core abstraction.

13k 3mo ago A 0 tokens original MIT

agents

21

VoltAgent/voltagent

Cursor rule Cursor

ALWAYS read the AGENTS.md in the root of the repository and apply the instructions to the current task.

10k 4d ago A 38 tokens original MIT

cursorrules

22

MervinPraison/PraisonAI

Cursor rule Cursor

PraisonAI 🦞 β€” Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

9.0k 2d ago A 153 tokens original MIT

testing-workflow

23

osaurus-ai/osaurus

Cursor rule Cursor

When to run tests β€” full suite only before PR submission, targeted tests during development.

7.7k yesterday A 278 tokens original MIT