Rules Python Packages

rules

Awesome Django authorization, without the database

python-rule-engine

A rule engine where rules are defined in JSON format

imodels

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

cf-rules

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

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。

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.

arta

A Python Rules Engine - Make rule handling simple

iguanas

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

fathom-rules

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

entity-query-language

A relational query language that is pythonic and intuitive.

py-rules-engine

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

iamai

A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.（规则驱动式的综合性人工智能工具库，强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力）

antakia

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

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.

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

rulechef

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

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.

synrbl

Rebalancing chemical reaction

iamai-adapter-kook

kook adapter for iamai.

iamai-adapter-console

Console adapter for iamai.

iamai-adapter-apscheduler

A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.（规则驱动式的综合性人工智能工具库，强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力）

iamai-adapter-dingtalk

A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.（规则驱动式的综合性人工智能工具库，强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力）

iamai-adapter-gensokyo

A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.（规则驱动式的综合性人工智能工具库，强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力）

iamai-adapter-bililive

A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.（规则驱动式的综合性人工智能工具库，强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力）