Code Like a Pro Team

RuleForge gives your AI persistent memory, intelligent context injection, and validation loops — so you ship faster, with fewer mistakes.

Your AI, Your Rules

The problem with AI coding today

Every developer using AI assistants hits the same walls. RuleForge removes them.

Without RuleForge

Context Loss

Every new chat starts from zero. Your AI forgets prior decisions, repeats mistakes, and asks the same questions you already answered.

With RuleForge

Persistent Memory

Persistence of summarized intents and actions, injected into new chats. Your AI picks up where you left off. Decisions, goals, and progress are always in context.

An operating system for your AI assistant

RuleForge isn't a prompt pack. It's a persistent runtime with 80+ curated skills that governs behavior, enforces quality and manages state across every session.

Persistent Memory

Your AI remembers decisions, patterns, and environment signals across sessions. No more re-explaining your codebase every time you open a new chat.

Intelligent Injection

Your AI knows what you're working on, remembers your decisions, and stays aligned with your goals — without dumping your whole repo into context.

Validation Loops

The AI runs tests, lint, and type checks before claiming work is done. No more shipping code that looks right but breaks in CI.

Multi-IDE, Multi-Model

Ships native bundles for Cursor and GitHub Copilot (VS Code), with built-in adapters for Claude, Gemini, and ChatGPT. Same standards across IDEs and developers — 80+ skills covering 7 languages, 11 frameworks, 12 cloud platforms, and 12 databases.

Your Assistant is the Control Panel

No config files. No CLI. Just tell your AI what you want — track more context, add custom validation rules, create goal hierarchies — and it configures itself.

Getting started / How it works

RuleforgeOS is a curated, connected system of assistant rules and workflows that installs into your repo to standardize engineering work and cut iteration cost in tokens. These rules represent verified guardrails and practices for software engineering. It can be extended at will by instructing your assistant to add or modify functionalities.

1) Install into your repo

Drop in the bundle and your assistant follows the operating model: plan, execute, validate, and leave an audit trail.

2) Intelligent injection

Each new chat is grounded with summarized intent and recent actions. The assistant injects only what is relevant for the task you are doing right now.

3) Extend by chatting

Add guardrails, validation checks, and new skills by describing what you want. The system stays coherent because rules are connected, not random.

Examples (auto-configuration)

These are the kinds of changes you can request in plain language. RuleforgeOS updates rules, injection, and validation so the behavior sticks.

Add a forbidden pattern (vulnerabilities findings)

You say

Add a forbidden pattern section. Include the following pattern:

model_path.parent.mkdir(parents=True, exist_ok=True)
with open(model_path, "wb") as f:
    pickle.dump(...)

RuleForge does

RuleForge creates a forbidden-pattern rule for direct writes to user-controlled paths without validation, recommends an approved pattern and an extension allowlist, and injects that guidance whenever paths come from CLI args, API params, env vars, or user-facing config.

Click to preview

Why it saves tokens

Intelligent injection keeps context tight and relevant for each task, so you do not burn tokens on stale or irrelevant history. Fewer tokens, fewer steps, more consistent outcomes.

Get Rules OS

Everything in one download

2 IDE bundles, 3 assistant adapters, 80+ curated skills across 15 categories, and the full OS core. No subscriptions, no lock-in.

2
IDE Bundles
3
AI Adapters
80+
Skills
1yr
Free Updates

IDE Bundles

  • Cursor — Full .cursor/ governance bundle with modular rules
  • GitHub Copilot (VS Code) — Full .github/ instruction set with Copilot adapter

Assistant Adapters

  • Claude
  • Gemini
  • ChatGPT

80+ Curated Skills

7 languages • 11 frameworks • 12 cloud platforms • 12 databases • data & ML • and more

Languages

7
  • Python
  • TypeScript
  • JavaScript
  • Go
  • Rust
  • SQL
  • Solidity

Frontend Frameworks

5
  • React & Next.js
  • Vue & Nuxt
  • Angular
  • Svelte & SvelteKit
  • React Native

Backend Frameworks

6
  • FastAPI
  • Express
  • NestJS
  • Django
  • Spring Boot
  • Ruby on Rails

Cloud Infrastructure

12
  • AWS — Core, Compute, Storage
  • GCP — Core, Compute, Storage
  • Azure — Core, Compute, Storage
  • Kubernetes, Docker, Terraform

Databases

12
  • PostgreSQL, Aurora, MySQL
  • MongoDB, Redis, DynamoDB
  • BigQuery, Snowflake, Redshift
  • Athena, ClickHouse, Firestore

Data & ML

3
  • Data Engineering
  • Data Science
  • LLM & AI Engineering

Data Orchestration

5
  • Airflow
  • dbt
  • Kafka
  • Spark & PySpark
  • Prefect & Dagster

Blockchain & Web3

3
  • Solidity & Hardhat/Foundry
  • Solana & Anchor
  • Web3 Client Libraries

Patterns & Architecture

5
  • API Design
  • Database Design
  • Event-Driven Architecture
  • Microservices
  • Design Patterns

DevOps & Quality

5
  • CI/CD Pipelines
  • Observability
  • Performance Optimization
  • Security Practices
  • Testing Strategies

Software Engineering

5
  • Debug Triage
  • Dependency Upgrade
  • Safe Refactor
  • PR Review & Suggestions
  • Release Checklist

Ops

5
  • CI Failure Triage
  • Incident Response
  • Performance Triage
  • Repo Orientation
  • Test Authoring

Developer Tooling

8
  • Codebase Visualizer
  • Git Advanced
  • Mermaid Diagrams
  • Shell & Bash
  • Technical Writing
  • and 3 more

General

2
  • Change Planning
  • Security Review

Meta

1
  • Skill Creator — build your own skills

OS Core Runtime

  • Persistent memory center (YAML truth + MD mirrors)
  • Intelligent context injection (working-set digest)
  • Validation loops (tests / lint / typecheck enforcement)
  • Drift detection against active goals
  • Setup-init with bounded repo scan
  • Daily summaries for session continuity

Where we're headed

RuleForge is actively developed. Your purchase includes 1 year of updates — everything below is included.

Now

Phase 1 — Full Stack

80+ skills across 15 categories — 7 languages, 11 frontend & backend frameworks, 12 cloud platforms, 12 databases, data orchestration, blockchain & Web3, and more. Persistent memory, intelligent injection, validation loops. Cursor + Copilot bundles with Claude/Gemini/ChatGPT adapters.

Q2–Q3

Governance & Reach

Visual output skills (codebase diagrams, architecture maps), more domain skills. Claude Code specific and Windsurf version.

Q4

Knowledge Experts and Productivity

RAG hooks for org docs (Confluence/Jira), management plane for enterprise skill distribution, SME agents, and role-based workers.

What early users say

Real feedback from developers using RuleForge in production work.

“A few things stood out right away: the assistant naturally proposes a validation plan, it knows my dependency manager, and it keeps docs in sync with code changes. It feels like a real workflow, not just prompts.”

Omar S.

Omar S.

Platform Engineer

“RuleForge reduced context-window chaos. It injects only what is relevant to the current task, so responses stay sharp instead of bloated.”

Priya N.

Priya N.

Tech Lead (Full-Stack)

“The memory center is practical: decisions and constraints live in one place, so the assistant doesn't 'forget' what we agreed. Our SQL and pipeline changes became way more consistent.”

Mateo D.

Mateo D.

Data Engineer

“I like the OS framing: engineering policies, memory, and skills in one consistent model. It makes the assistant far more reliable day to day.”

Sara L.

Sara L.

Engineering Manager

“The security posture feels engineered. No risky shortcuts, no bad secret handling advice. It defaults to safe patterns and pushes validation as a closure step.”

Kevin R.

Kevin R.

DevOps / SRE

“RuleForge made our coding assistant behave like a real teammate. It keeps constraints, style, and decisions consistent across sessions, and the validation-first flow cut our back and forth in half.”

Fred M.

Fred M.

Staff Software Engineer

RuleForge logo

Simple, one-time pricing

Pay once. Get everything. 1 year of updates included — renew optionally, or keep your version forever.

Built for Cursor & Copilot workflows
Most Popular

Pro Dev

One IDE, full power.

$19one-time

Choose your IDE

  • 1 IDE bundle (Cursor or Copilot)
  • 3 assistant adapters (Claude, Gemini, ChatGPT)
  • 80+ skills (frameworks, cloud, databases, data & more)
  • OS core (memory, injection, validation)
  • 1 year of updates included
  • Personal use

Renewal: $19/year optional. Keep your version forever.

Multi-Platform Pro

Both IDEs, zero compromises.

$29one-time
  • Both IDE bundles (Cursor + Copilot)
  • 3 assistant adapters (Claude, Gemini, ChatGPT)
  • 80+ skills (frameworks, cloud, databases, data & more)
  • OS core (memory, injection, validation)
  • 1 year of updates included
  • Personal use

Renewal: $19/year optional. Keep your version forever.

Team

For teams shipping production software.

$99one-time
  • Everything in Multi-Platform
  • Unlimited developers
  • Commercial use license
  • Audit-friendly licensing
  • Priority support
  • 1 year of updates included

Renewal: $19/year optional. Keep your version forever.

Frequently asked questions

Ready to level up?

Stop starting over every chat. Give your AI assistant persistent memory, validation loops, and intelligent context.

Get Rules OS

80+ skills, instant email delivery, 1 year of updates, works with Cursor & Copilot