Most people paste a prompt into their IDE and call it a day. Anti-Gravity OS gives your AI a brain, a memory, and a discipline system — so it thinks like a senior engineer, not a chatbot.
You're using AI coding tools at maybe 10% of their capacity.
Here's what most developers do:
- Open IDE → select model → type request → copy-paste result
- No persistent context — the AI forgets everything between sessions
- No standards — it writes code differently every time
- No workflow — it skips planning, testing, error handling
- No memory — it repeats the same mistakes you fixed last week
You're using a fighter jet as a bicycle.
Anti-Gravity OS is a 77-file intelligence architecture that transforms any AI coding assistant into a disciplined engineering partner.
It's not a prompt. It's not a .cursorrules file. It's a complete system:
| Layer | What It Does | Files |
|---|---|---|
| 🧠 Core | Defines how the AI thinks, reasons, and communicates | 3 |
| ⚡ Skills | Domain expertise loaded before each task type | 29 |
| 🔄 Workflows | Step-by-step execution triggered by / slash commands |
41 |
| 📍 Contexts | Your stack, architecture, standards — no more generic advice | 12 |
| 🧾 Templates | Scaffolds for PRDs, ADRs, debug reports, feature plans | 8 |
| 💾 Memory | Living record of decisions, patterns, and mistakes | 6 |
You: "Build me a login page"
AI: *generic React component with no error handling,
wrong framework version, no tests*
You: "Build me a login page"
AI: *reads your stack-context → knows you use Next.js 15 App Router*
*reads coding-standards → follows YOUR naming conventions*
*loads skill-coding + skill-security → handles auth properly*
*follows /workflow-build-feature → plans before coding, tests after*
*logs the decision to memory → remembers for next time*
Same AI. Same IDE. Completely different output.
┌─────────────┐
│ YOU type │ "Build me a login page"
│ a request │
└──────┬──────┘
▼
┌──────────────────────────────────────────────┐
│ ANTI-GRAVITY OS │
│ │
│ 1. CONTEXT → reads your stack, arch, │
│ standards — knows YOUR env │
│ │
│ 2. SKILLS → loads coding + security │
│ expertise for this task │
│ │
│ 3. WORKFLOW → follows /build-feature │
│ plan → code → test → ship │
│ │
│ 4. MEMORY → checks past decisions, │
│ avoids repeated mistakes │
└──────┬──────┘
▼
┌─────────────┐
│ PRECISE, │ Code that matches your stack,
│ CONTEXTUAL │ follows your patterns, and
│ OUTPUT │ handles edge cases.
└─────────────┘
After installation, type / in your IDE to trigger structured workflows:
| Command | What It Does |
|---|---|
/workflow-build-feature |
Plan → code → test → ship — end to end |
/workflow-debug-issue |
Symptoms → root cause → verified fix |
/workflow-design-ui |
User goals → components → states → accessibility |
/workflow-design-api |
Consumer needs → contract → error handling → docs |
/workflow-plan-architecture |
Requirements → options → tradeoffs → decision record |
/workflow-project-inception |
Raw idea → structured plan → execution sequence |
/workflow-review-code |
Correctness → security → maintainability → quality |
/workflow-refactor-module |
Identify → transform → verify behavior preserved |
/workflow-security-audit |
STRIDE analysis → vulnerabilities → mitigations |
/workflow-optimize-performance |
Measure → identify bottleneck → targeted fix |
/workflow-ship-to-production |
Pre-deploy checklist → staged rollout → monitoring |
/workflow-verify-project |
Security + quality + accessibility + performance scan |
/workflow-visual-brainstorm |
Generate design previews before writing code |
No more "just figure it out." Each workflow enforces planning before execution, testing before shipping, and documentation before moving on.
The AI loads domain-specific expertise before each task — not all 15 at once, just the 1-2 that matter:
| You're doing... | AI loads... |
|---|---|
| Writing code | skill-coding — patterns, error handling, naming |
| Debugging | skill-debugging — systematic root-cause analysis |
| Designing architecture | skill-architecture — boundaries, tradeoffs, ADRs |
| Building UI | skill-ui-ux — component design, states, accessibility |
| Security work | skill-security — threat modeling, STRIDE, auth patterns |
| Database work | skill-database — schema design, migrations, indexing |
| API design | skill-api-design — contracts, versioning, error standards |
| Testing | skill-testing — strategy, coverage, fixtures |
| Performance | skill-performance — profiling, bottlenecks, optimization |
| DevOps / Infra | skill-devops-infra — CI/CD, containers, deployments |
| Refactoring | skill-refactoring — safe transforms, behavior preservation |
| Code review | skill-review-audit — quality checklist, security review |
| Research | skill-research-analysis — comparison, evaluation, recommendations |
| Scoping | skill-product-thinking — prioritization, MVP, tradeoffs |
| Frontend polish | skill-advanced-frontend — animations, layout, visual quality |
This is the most important part.
Your AI gives you generic answers because it knows nothing about YOUR project. Context files fix that:
| File | What You Fill In | What Changes |
|---|---|---|
stack-context.md |
Your languages, frameworks, versions | AI stops suggesting wrong libraries |
coding-standards.md |
Your naming, patterns, principles | AI matches your existing codebase |
architecture-context.md |
How your system is structured | AI respects your boundaries |
project-context.md |
What you're building, current state | AI understands your goals |
design-system.md |
Your colors, typography, components | AI generates matching UI |
database-context.md |
Your schema, queries, migrations | AI writes correct queries |
security-baselines.md |
Your auth model, threat posture | AI doesn't skip security |
Empty contexts = generic AI. Filled contexts = an AI that knows your project like a senior teammate.
Most AI tools forget everything when you close the window. Anti-Gravity OS doesn't.
| Memory File | What Gets Captured |
|---|---|
decisions-log.md |
Architecture and strategy decisions made during work |
common-patterns.md |
Patterns that worked well — reuse instead of reinvent |
mistakes-to-avoid.md |
Bugs and anti-patterns — never repeat them |
postmortems.md |
Post-ship analysis — what went wrong and why |
The AI writes to memory automatically after significant sessions. Next session, it reads before starting.
git clone https://github.com/Kingdaddy007/Antigravity-OS.git
cd Antigravity-OS
"Read SETUP.md and help me install Anti-Gravity OS"
The AI will ask which IDE you use and walk you through everything.
# Windows
.\install.ps1
# Mac/Linux
chmod +x install.sh && ./install.sh
The installer handles:
- ✅ Detecting your IDE
- ✅ Copying workspace files (rules + slash commands)
- ✅ Installing global brain (skills, contexts, workflows)
- ✅ Setting correct paths
| IDE | Support | Config Location |
|---|---|---|
| Google Gemini / AI Studio | ✅ Full | ~/.gemini/antigravity/ |
| Cursor | ✅ Full | ~/.cursor/rules/ |
| Windsurf | ✅ Full | ~/.codeium/windsurf/memories/ |
| VS Code + Copilot | ✅ Partial | .github/copilot-instructions.md |
| OpenCode | ✅ Full | ~/.config/opencode/ |
| Claude Dev / Cline | ✅ Partial | .clinerules |
Antigravity-OS/
├── SETUP.md ← AI reads this first (setup guide)
├── install.ps1 ← Windows installer
├── install.sh ← Mac/Linux installer
│
└── global/ ← Goes in your IDE's global config
├── GEMINI.md ← Master system prompt
├── GLOBAL_MEMORY.md ← System map
├── core/ ← AI identity (deep reference)
├── skills/ ← Folder-based skills (SKILL.md)
├── contexts/ ← Context templates
├── workflows/ ← Workflow reference files
└── scripts/ ← Maintenance & verification tools
| Feature | .cursorrules / Prompt Files |
Anti-Gravity OS |
|---|---|---|
| Structure | Single flat file | 77-file layered architecture |
| Skills | None — one prompt does everything | 15 domain-specific skill files |
| Workflows | None — AI wings it | 13 step-by-step execution guides |
| Memory | None — forgets every session | Persistent decisions, patterns, mistakes |
| Context | None — generic advice | 12 context files about YOUR project |
| Self-assessment | None | 11 rubric scorecards |
| Quality control | Hope for the best | Verification scripts + benchmarks |
| IDE support | Usually 1 IDE | 6+ IDEs with auto-detection |
| Customizable | Copy-paste and edit | Fork, extend, add your own skills |
Specialized skill + context + workflow bundles for specific domains:
| Pack | What's Included |
|---|---|
| 🌐 Web3 / Blockchain | Solidity skill, smart contract workflows, security audit for DeFi |
| 🏢 SaaS Boilerplate | Multi-tenant architecture, billing context, auth workflows |
| 📱 Mobile (React Native) | Navigation patterns, native module context, app store workflows |
| 🤖 AI/ML Engineering | Model training workflows, data pipeline contexts, eval rubrics |
| 🛒 E-Commerce | Payment integration context, inventory patterns, checkout workflows |
| 📊 Trading Systems | Market data context, backtesting workflows, real-time data skills |
Want a specific pack? Open an issue or DM.
The repo is free. The system works on its own.
But if you want it working perfectly for YOUR stack in 30 minutes instead of 3 hours:
- 🎯 Setup Session — Screen share where I install it in your IDE, fill your context files, and show you the ropes
- 🏗️ Custom Configuration — Pre-filled contexts and workflows tuned to your specific tech stack
- 📦 Skill Pack Creation — Custom skill files for your niche domain
→ Open an issue or DM me on LinkedIn
This is designed to be forked and made yours:
- New skill: Create
skills/<name>/SKILL.md→ add to loading table inGEMINI.md - New workflow: Add source to
workflows/→ slim trigger to.agents/workflows/ - New context: Add file to
contexts/→ add load rule inGEMINI.md
MIT — use it, fork it, build on it, make it yours.
Anti-Gravity OS
Stop using your AI at 10%. Give it an operating system.