Rules Python Packages

rules

Awesome Django authorization, without the database

imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

python-rule-engine

A rule engine where rules are defined in JSON format

apilogicserver

Create an executable project (API and Admin App) from a database or natural language prompt with 1 command, customize with declarative rules and Python in your IDE, containerize and deploy.

powerrules

A rule-based computer power state management tool

iguanas

Lightning-fast Python library for generating, evaluating, selecting, and optimizing interpretable rules.

arta

A Python Rules Engine - Make rule handling simple

cf-rules

🛡️📦 A Cloudflare library wrapper to bulk import / export your firewall rules using Cloudflare's API.

llm-ide-rules

Centralized LLM prompt instructions for Copilot and Cursor, including scripts to convert and sync rules for Python, React, Shell, and TypeScript. Designed for rapid reuse and contribution across projects.

py-rules-engine

A pure-python rules engine. Packed with components to build rules and a rule parser. :arrow_forward:

suricata-check

suricata-check is a command line utility to provide feedback on Suricata rules. The tool can detect various issues including those covering syntax validity, interpretability, rule specificity, rule coverage, and efficiency.

entity-query-language

A relational query language that is pythonic and intuitive.

nokori

Nokori (残り) — behavioral memory layer for Claude Code and Cursor. Turns your corrections into rules that come back when it counts. 经验留下的痕迹，比记忆更深。

antakia

AntakIA is THE tool to explain an ML model or replace it with a collection of basic explainable models.

fathom-rules

Deterministic reasoning runtime for AI agents. YAML rules, microsecond evaluation, zero hallucinations. Built on CLIPS.

agentsbridge

One AGENTS.md. Every AI coding tool. Zero drift. Bridge AGENTS.md to CLAUDE.md, Copilot, Cursor, Windsurf, Cline & Aider. Pure Python, zero dependencies, CI drift check.

synrbl

Rebalancing chemical reaction

ice-rules

Rule engine/process engine, committed to solving flexible and complex hard-coded problems, for complex/flexibly changing business, provide a new abstract orchestration solution that is lightweight, high-performance and provides visual operation pages. Java规则引擎-ice，针对复杂/灵活变动业务，提供一个新的抽象编排解决方案，轻量级，高性能并提供可视化操作页面

lotr-skills

⚔ AI agent skills installer — 17,000+ skills for Claude Code, Cursor, Cline, Aider, Codex & Antigravity. pip install lotr-skills. cursor rules, claude code skills, SKILL.md, AGENTS.md.

decorules

tiny python decorator library for (A) enforcing class structure and instance behavior on class hierarchies (B) invoking user defined functionality based on object state.

django-rulebase

Django rule base validation , inspired by laravel Request

rulechef

Learn rule-based models from examples using LLM-powered synthesis. Replace expensive LLM calls with fast, deterministic, inspectable regex, code, or spaCy rules.

amazon-q-rule-manager

AmazonQ for Developer Rules

linkml-datalog

Translates LinkML schemas into Datalog programs and executes them using Souffle, enabling advanced validation and inference over instance data. ALPHA.