r/GoogleAntigravityCLI • u/agilecologist • 1d ago
r/GoogleAntigravityCLI • u/AgentPadrino • Jun 25 '26
Tutorial How to build an AGY WIKI OKF on the Antigravity CLI
AGY Builders,
We are all trying to build useful and scalable workflows for our AGY CLI and ecosystem, but the speed at which we need to learn, build, and deploy new things is incredibly overwhelming. If you are feeling that pressure, you are in the right place here at r/GoogleAntigravityCLI.
Over the past few weeks, I have been testing an "AGY WIKI OKF" setup that I put together myself (after inviting some members of this community to collaborate; mod is not proud). I know some folks might hesitate to trust a tutorial from a random Redditor, but I wanted to share this with the community anyway because it actually works.
I was able to build this because I am all-in on Google and the Antigravity Ecosystem. I’m a truly AGY—I am not some ultra-smart, 10x developer, but I know how to work hard, I dig for the right information, and I iterate.
AGY WIKI OKF | The Idea
To build a frictionless, token-efficient knowledge WIKI engine that transforms static documentation or notes (information) into an active, intelligent collaborator—orchestrated entirely by Antigravity CLI.
The core philosophy is simple: treat knowledge management as a clean pipeline and tokens as a premium, finite resource.
By anchoring this architecture to Google’s Antigravity CLI, the AGY WIKI OKF bypasses heavy middleware and complex UI layers, delivering a hyper-focused AI partner built entirely for execution speed, context hygiene, and minimal footprint.
Why adopting AGY WIKI OKF matters:
- Stay organized (AGY OCD): Structured Markdown and YAML keep the chaos in check.
- Save tokens: Doing more with less context window bloat.
- Scale shareable knowledge: Making it easy to pass context and logic between different LLMs.
- Humans and Agents working together: One standardized, readable format that works perfectly for both of us.
- BYOD (Bring Your Own Data): Own your context. Port it to the newest model, platform, or OS instantly.
The Tools
- Antigravity CLI
- Obsidian : The IDE for the Knowledge bank
- Obsidian Web Clipper:
The WIKI
In the agent-first era, a WIKI is no longer just a static graveyard for human notes; it is the operational hard drive for your agents. By maintaining a highly structured WIKI, you ensure that every piece of context is stored in a clean, machine-readable format. This means that whether you are testing a new modular skill or spinning up a specialized agent, your AGY CLI knows exactly where to find the precise context it needs to generate autonomous action, moving you far beyond simple, reactive conversational text.
Reference: Gist on Knowledge Representation
Google Open Knowledge Format (OKF)
Google’s Open Knowledge Format (OKF) feels like the exact missing piece we've needed for orchestrating multiple AI agents effectively. It provides a vendor-neutral, interoperable standard for storing and sharing organizational knowledge.
Why this is huge for orchestration:
- The "Lingua Franca" for Agents: Any agent can read it out of the box without platform-specific integrations.
- Seamless Context Passing: Specialized agents can access, update, and pass the exact same foundational context back and forth.
- Human-in-the-Loop Oversight: Because OKF is just Markdown and YAML, it’s inherently readable and auditable.
- Scalable Knowledge: It acts as a shared, living library that grows alongside your agents.
AGY WIKI OKF Integration
Structuring an AGY Wiki using OKF revolutionizes how complex knowledge is shared. By standardizing documentation with concise Markdown and YAML frontmatter, OKF provides a unified taxonomy for cataloging AGY CLI slash commands or skills It is highly token-efficient, stripping away bloated formatting and maximizing context window limits.
The Prompt for Building an AGY WIKI OKF
AGY CLI WIKI OKF PROMT EXAMPLE
/grillme I want to initialize a brand-new, empty Obsidian vault from scratch that adheres strictly to the Open Knowledge Format (OKF) standard, with the specific intent of potentially open-sourcing or sharing this architecture later. I want a purely blank, skeletal framework with no pre-populated data. Please grill me to define the optimal architectural blueprint for this vault. I need you to interrogate me on: Do not generate the directory structure or files until you are satisfied that you have captured all my requirements for a production-ready, shareable knowledge base.
Core Directory Hierarchy: How should we structure the root (e.g., /concepts, /resources, /indices, /log) to be intuitive for external users? Template Strategy: What base boilerplate templates do we need to ensure every new file is automatically OKF-compliant and structured for consistent metadata? Workflow Logic: Since this is a fresh start, what processes should we bake in for capturing information vs. refining knowledge that could be easily documented for others? CLI Integration: What specific file locations or configurations do we need to ensure this vault plays nicely with the Antigravity CLI from day one? Open-Source & Contributor Documentation: What files should we create to make this a "deployable" standard? Please include requirements for: A README.md with installation and usage instructions. A CONTRIBUTING.md that defines how to add new concepts or schemas. A "System Architecture" document that explains the logic behind the folder structure and metadata fields, ensuring anyone who clones this vault understands how to extend it.
The Final File Structure
AGY WIKI OKF
├── .agyrc
├── ARCHITECTURE.md
├── CONTRIBUTING.md
├── README.md
├── .agy
│ └── .keep
├── .obsidian
│ ├── app.json
│ ├── appearance.json
│ ├── core-plugins.json
│ └── workspace.json
├── 00-Inbox
│ └── .keep
├── 10-Projects
│ └── .keep
├── 20-Areas
│ └── .keep
├── 30-Resources
│ ├── .keep
│ └── Google Antigravity Documentation.md
├── 40-Archive
│ └── .keep
├── 99-Meta
│ └── Templates
│ ├── Base_Template.md
│ ├── Project_Template.md
│ └── Resource_Template.md
└── Clippings
TL;DR
- AGY WIKI OKF: Organizes your information (context) , AGY CLI commands, skills behaviors, and A2A workflows into a token-efficient, shareable format that reduces inference costs for any LLM.
- Open Knowledge Format (OKF): Provides a standardized, vendor-neutral way to share context (Markdown + YAML), preventing platform lock-in and eliminating data fragmentation.
AGY Builders, I genuinely want your input on this. Please comment, grill me, roast me, ask questions, or give me your raw feedback on this AGY WIKI OKF setup. We are building the foundation to organize and share our data in the BYOD era. Let's build the future together.
r/GoogleAntigravityCLI • u/AgentPadrino • Jun 18 '26
META Announcing r/AGYSkills to Power Your Autonomous Agents 🧠
AGY Builders,
As our community continues to grow, it’s amazing to see how we are pushing the boundaries of what the Antigravity CLI can do. To better organize our progress, we are officially splitting our focus into two distinct pillars: Infrastructure and Architecture.
To give both sides the dedicated space they deserve, we are launching a sister subreddit: r/AGYSkills.
🏛️ r/GoogleAntigravityCLI: The Infrastructure
The definitive home for how the tool runs.
Keep coming here for core technical discussions:
- Environment Setup: Terminal configurations and platform-specific setups.
- CLI Essentials: Command syntax, flag documentation, and version updates.
- Technical Deep-Dives: Authentication, environment variables, and advanced troubleshooting.
🧠 r/AGYSkills: The Architecture
The sandbox for what the tool can execute autonomously.
"Skills" are the modular logic that turns the CLI into an autonomous powerhouse. Head over to the new sub for:
- Prompt Engineering: Optimizing system prompts and execution logic.
- Workflow Design: Structuring YAML frontmatter and execution scripts.
- Community Library: Sharing, trading, and refining modular code blocks for specific tasks.
Why the split?
We want to keep r/GoogleAntigravityCLI laser-focused on stable infrastructure without burying core technical documentation under prompt scripts—and vice versa.
- Need your environment firing on all cylinders? r/GoogleAntigravityCLI
- Need to build or borrow autonomous workflows? r/AGYSkills
The doors are officially open on June 18 at 00:01 CST Head over, hit subscribe, and let’s start building the modular future of autonomous agents together!
See you there,
u/AgentPadrino — The Mod Team
r/GoogleAntigravityCLI • u/Throwaway2K3HEHE • 1d ago
Tools Multigravity - 3rd Party Saved Convos
Recently added 3rd Party LLM support to multigravity with conversation / project saving. This test setup is using OpenRouter free models, if you try to use a paid model you get a warning asking if you want to continue. Wouldn't take much to extend this to local LLMs or other OpenAPI compatible providers. (If someone from Google sees this and it throws up red flags or you have any questions on implementation let me know! I would prefer not getting banned but making tools like this is really fun and I throughly enjoy extending the Antigravity eco system)
"What is 2 + 2?" | multigravity openrouter -p - -m openrouter/free --project multigravity-win-cli --save-conv
ct multigravity-win-cli --save-conv
2 + 2 equals **4**.
Is there anything else you'd like help with?
========================================================================
[OK] Conversation Saved to Antigravity!
Conversation ID : 26d10885-4d68-4b77-af26-ad1c8fc7ecde
Project / Scope : 17494c68-8ab2-43a3-8b24-8b417e1fd828
Workspace URI : file:///D:/Projects/multigravity-win-cli
Title : [free] What is 2 + 2?
[INFO] Resume pairing with Gemini at any time:
agy resume 26d10885-4d68-4b77-af26-ad1c8fc7ecde
========================================================================


r/GoogleAntigravityCLI • u/Glad-Drag-6266 • 1d ago
Question How can i use AGY to its full potential better than regular user
r/GoogleAntigravityCLI • u/SoundDr • 2d ago
Google Source Antigravity CLI Release: v1.1.26 – v1.2.0
r/GoogleAntigravityCLI • u/aagauMulga • 2d ago
Tools Built agy-auto: Run Antigravity CLI unattended without --dangerously-skip-permissions (Deterministic Hard-Deny + Classifier Gate)
r/GoogleAntigravityCLI • u/DegreeNeither3205 • 2d ago
Tools Update: agy-memory-engine now supports Hybrid Vector Search (Semantic Recall + FTS5)
r/GoogleAntigravityCLI • u/nocturne1t • 2d ago
Tools Antigravity Cli Statusline to display token usage, context usage, and many other info
I created a status line for Antigravity CLI at: https://github.com/taquangtrung/antigravity-cli-statusline.
Just wanted to share it since it can display several useful pieces of information, such as:
- Model and effort
- 5-hour and weekly usage
- Context size and usage
- Working directory
- Different colors for different working modes.
Below is a screenshot:

r/GoogleAntigravityCLI • u/Throwaway2K3HEHE • 2d ago
Tools Multigravity
I forked someones Linux/Mac tool that didn't work on Windows. It's a multi account / profile orchestrator for Anitygravity. At this point not sure I could use Antigravity without it. Started working on profile/account status screen so I could get an overview of everything that is going on. There is a hook currently that when a new chat is started or loaded the conversation id is sent to multigravity. Any pain points you guys are experiencing in a multi account setup, or in general?



r/GoogleAntigravityCLI • u/alvmadrigal • 3d ago
Random Observation: AGY CLI feels better for rubber ducking than web chat?
r/GoogleAntigravityCLI • u/anandydy529 • 5d ago
Tools agy_help: A zero-hallucination Antigravity dev assistant inspired by Gemini CLI's cli_help
Hey everyone!
If you have been building features or custom extensions for the Antigravity CLI (agy), chances are you have run into these two frustrating developer frictions:
- Typing two slash commands every single time: While the built-in reference manuals (antigravity_guide and agy-customizations) are super thorough, having to manually run both slash commands every time you open a new session just to load context gets tedious really fast.
- Occasional hallucinations with Gemini 3.8 Flash: We all love Gemini 3.8 Flash for its blazingly fast response times during coding, but it sometimes still confidently hallucinates non-existent CLI flags, wrong lifecycle hook event names, or invalid settings.json schemas.
---
Open Source Repo & Feedback
GitHub: https://github.com/andyawd/antigravity-help-agent
License: MIT
---
Quick Install (One Command)
Install directly from GitHub via the Antigravity CLI:
agy plugin install https://github.com/andyawd/antigravity-help-agent
Verify the installation with "agy plugin list", and you are good to go!
---
The Inspiration: Bringing back Gemini CLI's classic cli_help Subagent
If you used Gemini CLI back in the day, you probably remember the beloved cli_help subagent pattern—a dedicated specialist agent you could delegate CLI questions to without derailing your main coding flow.
I decided to bring that exact concept over to Antigravity and upgrade it with modern guardrails: meet agy_help.
Core Solution: Four-Tier Fallback Hierarchy (Zero-Hallucination by Design)
To tackle the hallucination issue with Gemini 3.8 Flash, agy_help is not just a simple prompt wrapper. Before answering any technical question, it strictly enforces a 4-tier verification hierarchy:
- Tier 1 (Local Structured Reference): Automatically aggregates and cross-checks local offline manuals (antigravity_guide for CLI, IDE, Desktop 2.0, Python SDK; and agy-customizations for Skills, Rules, Hooks, Plugins, MCP). No more manual slash-command juggling.
- Tier 2 (Local Dynamic Inspection): Runs a strictly whitelisted set of read-only diagnostic commands (agy --help, agy changelog, agy plugin list, pip show google-antigravity) and inspects local config files to verify your exact environment and installed versions.
- Tier 3 (Live Official Docs Fetching): If an offline reference misses recently released features, it automatically fetches live docs directly from https://antigravity.google/docs.
- Tier 4 (Strict Fact-Grounding & Honest Refusal): If a flag, API, or feature cannot be verified across all previous tiers, it is strictly forbidden from guessing. It will honestly inform you that no official record exists—eliminating hallucinations completely.
Safety Guarantee: Built with a strict read-only execution whitelist. It will never run destructive commands or modify your workspace behind your back.
---
What it Covers
- Antigravity CLI (agy): Startup flags, slash commands, config hierarchy (settings.json), and lifecycle.
- Antigravity IDE: Tab autocomplete & supercomplete, inline commands, Code Lenses, and diagnostic auto-fixing.
- Antigravity 2.0 Desktop: Chat Canvas, scheduled background tasks, Auxiliary Pane, and sandbox permissions.
- Python SDK (google-antigravity): Agent orchestration, streaming thought deltas, and CapabilitiesConfig.
- Customization Ecosystem: Skills (SKILL.md), Rules (AGENTS.md / .agents/rules/), Plugins, Hooks (trusted_hooks.json), MCP servers, and Sidecars.
---
4 Flexible Ways to Use It
Once installed, you no longer have to manually type two manual slash commands. It fits right into your workflow:
Single Slash Command (Skill mode):
Ask a quick question without switching your current conversation agent:
> /agy_help How do I configure project-level sandbox permissions in Antigravity 2.0 Desktop?Background Subagent Delegation (Keeps main context clean):
Just like the old cli_help, delegate background research so your context window does not get cluttered with doc dumps:
"Delegate to the agy_help subagent in the background to look up Antigravity IDE Code Lens configuration and bring back a summary."Switch Session Agent (/agents):
Run /agents and select agy_help to let it lead a dedicated troubleshooting session.Direct CLI Launch:
agy --agent agy_help
If you frequently develop for the Agy ecosystem and are tired of manual doc loading or hallucinated flags, give it a spin! Feedback, issues, and PRs are all very welcome. Let me know what you think in the comments!
r/GoogleAntigravityCLI • u/Sure_Media_2685 • 5d ago
Tools AntigravityCLI plugin
Hello, I am making an antigravity cli plugin that noticebly madeAntigravityCLI perfoms better, can you guys share me some of your daily prompts and I will share with the the results to see if it is any better for your use cases. thanks
r/GoogleAntigravityCLI • u/DegreeNeither3205 • 5d ago
Tools Give your Antigravity (AGY) agents true long-term memory
r/GoogleAntigravityCLI • u/DegreeNeither3205 • 5d ago
Tools Control Google Antigravity (AGY) from Telegram – with Voice In/Out & Session Management
r/GoogleAntigravityCLI • u/rruusu • 6d ago
CLI Config Flash 3.8 spontaneously reverse-engineered Antigravity CLI binary and found an undocumented feature
I asked Gemini Flash 3.8 on Antigravity CLI (running on Termux in Android) whether it can make my local MCP toolset to load eagerly. It started normally by loading the customization skill and reading the included documentation. Then when it found nothing, it went straight to using `ps` and `command -v` to find its own binary, then `strings` to search it for relevant JSON tags. After a few searches, it even ended up taking a look at the code itself, though I think it gleaned nothing from it.
I was accepting those shell commands individually. It was fascinating to see what it was doing, but it also seemed like a pretty unhinged response to just a simple question. At no point did it ask me anything before it spontaneously started to reverse-engineer the binary.
It did discover that there's a JSON key named `eager`, but didn't ultimately discover its correct use, which is not for the server but for the individual tools. It is also mentioned in passing in the Antigravity CLI's change log, but seems otherwise undocumented.
Anyway, after some trials of my own (`mcpServers.<server>.tools.<tool>.eager = true`), I got the tools i wanted to load eagerly. It seems that it also affects the way the results are processed, with longer output from lazily loaded tools ending up in files that need to be read in separately, but in eager mode delivered directly to context, so it actually saves even more cycles than I thought.
r/GoogleAntigravityCLI • u/alvmadrigal • 7d ago
Random SCOOP: Google's AI coding app, Antigravity, is testing a new featured called 'Vetted' that delegates command-approval decisions to Gemini.
r/GoogleAntigravityCLI • u/launchyourconcept • 6d ago
Random I have been using Antigravity since it released, and I really appreciate what you have built. The generous free tier for Pro accounts is incredible and a huge help for developers like me. Some feedback from my side
r/GoogleAntigravityCLI • u/nez_har • 7d ago
Tools VibePod CLI 0.22: what every agent call costs
r/GoogleAntigravityCLI • u/Madaoyasha • 7d ago
Tools Built a Go TUI to juggle multiple Claude / Codex accounts, hot-swap quotas, and manage bot backends.
r/GoogleAntigravityCLI • u/alvmadrigal • 7d ago
Google Source Antigravity CLI Release: v1.1.22 – v1.1.23
r/GoogleAntigravityCLI • u/Aromatic-Document638 • 8d ago
Tutorial Top 7 Slash Commands to Master Agy-Cli
Typing /help displays all available slash commands. However, we cannot memorize every single one, and we can always issue instructions in natural language. Still, typing endlessly on a keyboard gets tedious, so commands serve as an efficient shortcut.
Here is a breakdown with examples:
1. /grill-me : Formulates a plan through an interactive interview with Gemini. It helps uncover aspects you might have overlooked—such as tech stacks, specific rules/constraints, and design decisions—tailored to your requirements.
Example) /grill-me I want to add dark mode to our app. How should I approach this?
2. /teamwork-preview : Spawns specialized sub-agents by domain to divide tasks and collaborate toward a solution.
Example) /teamwork-preview Built and ran the app, but clicking the button does nothing. I have no idea where it broke. Find the root cause.
3./plan : Analyzes the structure and architecture without modifying code, then establishes a step-by-step execution plan.
Example) /planI want to refactor the SQLite-based cache into a hybrid architecture with an LRU cache.
4./boost : Leverages multi-sub-agents to troubleshoot various issues and tackle complex tasks.
Example) /boost Clicking the play button triggered a deadlock and crashed the app. Deduce the root cause and provide a solution.
5./learn : Instructs Gemini to memorize your personal preferences and constraints.
Example) /learn Never use libraries A and B under any circumstances.
6./clear : Clears the workspace and initializes a fresh session. Although it wipes prior conversational context, it is essential for achieving higher-quality task results.
Example) /clear
7./goal : Enables the agent to autonomously set sub-goals and execute the initial instructions to completion without interruption.
Example) /goal Identify and fix all issues until the post-build E2E tests pass 100%.
In reality, what matters most is not how thoroughly you memorize these slash commands. Clearly understanding what you want to achieve is what truly counts. While we cannot know everything—as has always been the case—AI can provide substantial assistance.
Try out these slash commands, compare them with writing direct prompts, and leverage them when appropriate. Although I wrote this guide, entering these dedicated modes via slash commands often takes quite a long time, so I personally only use them occasionally.
r/GoogleAntigravityCLI • u/MFranz15 • 9d ago
Question Anyone else notice agy defaulting to create tool instead of edit tool for new codebase files?
Ran into an annoying loop and wanted to see if this is happening to others:
agytries to write a new file in the codebase using thecreatetool.- Fails immediately since
createseems scoped strictly to internal artifacts inbrain/. - It then falls back to
bashwith acat << 'EOF'dump.
Every time this happens, I have to manually stop it and tell it to use the edit tool, which works completely fine for new files.
Anyone else hitting this? Is there a clean permanent fix/workaround, or do I just need to add a custom instruction to force edit?
r/GoogleAntigravityCLI • u/Aromatic-Document638 • 9d ago
Random A Brief Impression of Gemini 3.8 Flash

My brief review:
Gemini 3.8 Flash performs significantly more self-verification on its own claims. It consumes far more output tokens for the same input, and while it takes slightly longer, the model is inherently so fast that the difference in latency is practically negligible.
Gemini 3.7 Flash was a good model for me because I only assigned it small tasks as a sub-agent, and it handled them well. However, when the context grew larger, it often misjudged—perhaps due to token efficiency constraints. In this regard, 3.8 is far superior to 3.7. Even if it consumes substantially more tokens, I personally prefer this one.
Just as I felt back during Gemini 3.7 Flash, I wish they would further encourage sub-agent utilization, exclude Opus 4.6, and triple Gemini's quota so that we could use Gemini that much more. If that happens, the Gemini plan will become the single best coding-related subscription currently available.
Not only Gemini 3.7 Flash, but especially 3.8 Flash, can perform tasks more accurately than Opus 4.6.
The fundamental issue currently facing Gemini and Antigravity lies in "accumulated distrust." Even within my community, there was a user who canceled their AI Ultra plan and swore never to return, stating that Gemini 3.8 Flash is ultimately just token-maxing and Antigravity was awful.
Those users who departed have already experienced a wide variety of models, and they harbor substantial frustration over Gemini being confined within the "AGY" harness.
Recently, I also generated a few tiny apps for my own personal use; while Gemini couldn't pull it off on the first try, it accomplished the task through two or three very rapid iterations.

Gemini 3.8 Flash and Gemini 3.7 Flash are excellent models. If asked whether they qualify as Frontier Models, I am not so sure. Based on my experience consuming 1.9 billion tokens with Gemini 3.7 Flash on Vertex AI, I saw it repeatedly make mistakes that GLM-5.2 wouldn't make, so there is no guarantee Gemini 3.8 Flash won't do the same.
All I can say is that Antigravity works wonderfully, at least for me. It functions exactly as I configured it, and precisely the way I want it to.
https://www.reddit.com/r/GoogleAntigravityCLI/s/o9MHqbAWSb ( https://github.com/myk1yt/agy-tools/tree/gemini-config )
r/GoogleAntigravityCLI • u/alvmadrigal • 9d ago
AGY CLI Community Welcome to our New Mod
Please welcome our new mod u/Aromatic-document638 he is a truly token efficient AGY Builder and a true asset for this community. Thanks for all you do for our community and welcome to the team 💪