aileron-protocol
Aileron Protocol: A strict system harness override enforcing deterministic AI behavior through codebase-first execution, strict token economics, and rigorous debugging limits.
Install / Use
npx skills add fifidayone/aileron-protocolInstalls into whichever agent you are using.
Other
Other agent config
Quality Score
Category
AutomationSupported Platforms
Our assessment of aileron-protocol
aileron-protocol scores 72/100 on our quality scale, 2647th of 2,863 Automation skills we index.
Its Other is 4.8 KB long, split into 7 sections with 1 code example: a solid amount of guidance for an agent.
It has 38 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 5 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
- Our last check on 2026-10-21 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 83/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
aileron-protocol compared with similar skills
All 4 of these similar skills score higher than aileron-protocol; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aileron-protocol (this skill)by fifidayone | 72 | 38 | 5mo ago | Other |
| Agent-Reachby Panniantong | 100 | 109.2k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 97.9k | today | MCP Server |
| rufloby ruvnet | 100 | 81.0k | today | MCP Server |
| openclawby thedotmack | 100 | 107.6k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install aileron-protocol?
- Run
npx skills add fifidayone/aileron-protocol. The install tabs above show the steps for each supported agent. - Which AI agents does aileron-protocol work with?
- It is written for Gemini CLI, as a Other file. Other agents that read the same format can often use it too.
- Is aileron-protocol safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 83/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aileron-protocol still maintained?
- The repository was last updated about 5 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
Skill content
View source on GitHub<a id="readme-top"></a>
<p align="center"> <img src="https://capsule-render.vercel.app/api?type=venom&color=0:F87171,100:FCD34D&height=220§ion=header&text=Aileron%20Protocol&fontSize=70&fontAlignY=50&fontColor=FFF7ED" width="100%" alt="Aileron Protocol Banner" /> </p> <p align="center"> <a href="https://git.io/typing-svg"> <img src="https://readme-typing-svg.demolab.com?font=Inter&size=20&pause=1000&color=e2c08a¢er=true&vCenter=true&width=700&lines=Precision+flight+control+for+AI+agents;Stop+wasting+quota+on+debug+loops;Reduce+unnecessary+context+reading;Zero+planning+overhead+for+simple+tasks" alt="Typing SVG" /> </a> </p> <div align="center"> <a href="README.md"><img src="https://img.shields.io/badge/Language-English_🇺🇸-f4b393?style=for-the-badge&logo=translate&logoColor=black" alt="English"/></a> <a href="README.th.md"><img src="https://img.shields.io/badge/Language-ภาษาไทย_🇹🇭-e8c5c8?style=for-the-badge&logo=translate&logoColor=black" alt="Thai"/></a> </div> <br /> <div align="center"> <img src="https://img.shields.io/badge/-Antigravity_2.0-c3b1e1?style=for-the-badge&logo=google&logoColor=black" alt="Antigravity 2.0" /> <a href="LICENSE"><img src="https://img.shields.io/badge/-CC_BY--NC--SA_4.0-e2c08a?style=for-the-badge&logo=creative-commons&logoColor=black" alt="CC BY-NC-SA 4.0" /></a> </div> <br />Why Aileron?
Vibe coding with Antigravity is powerful, but the default harness gets in the way more than you'd expect. Agents over-read context, create elaborate plans for minor edits, and get stuck retrying the same failing fix until they burn your quota.
<br />Aileron Protocol is a ready-made GEMINI.md for Antigravity 2.0. Drop it into a project or global config to keep the native capabilities while adding sharper boundaries for planning, debugging, tool cost, code changes, verification, and frontend work.
| Behavior | Default Antigravity Experience | With Aileron | | :--------------- | :-------------------------------------------------------------------- | :--------------------------------------------------------------------------------------- | | Planning | Routine work can expand into unnecessary plans and artifacts | Skips ceremony for simple work; reserves formal planning for structural risk | | Context | Agents may inspect broadly before narrowing the task | Starts from target files, nearby code, config, and repository conventions | | Debugging | Repeated attempts can drift into speculative patching | Stops after 2 failed cycles on the same symptom and reports back | | Safety | Shared behavior can change before its impact is fully traced | Identifies callers and compatibility impact before changing shared APIs | | Cost | Subagents and image generation can run when direct work is enough | Requires cost-bearing tools to be explained and approved unless already requested | | Verification | Tested results and reasonable assumptions can blur together | Keeps verified, inferred, and unchecked claims strictly separate | | Styling | Strong decorative defaults can produce repetitive AI-style interfaces | Prioritizes project design systems, structure, typography, spacing, and controlled color |
[!NOTE] Aileron is fully compatible with all models on Antigravity 2.0. We recommend Gemini 3.5 Flash for the best balance of speed and reliability.
Built to steer, not replace
Aileron does not replace Antigravity's System Harness, Tool Schemas, or Security Permissions. It applies strong local preferences where the harness leaves room for judgment, and yields cleanly when a system constraint takes precedence.
The result is not a less capable agent. It is an agent that spends more of its capability on the task that was actually requested.
<p align="right">(<a href="#readme-top">back to top</a>)</p>Repository Structure
aileron-protocol/
├── Aileron/
│ └── GEMINI.md
├── README.md
├── README.th.md
└── LICENSE
Installation
Install Aileron globally for all projects or locally for a specific workspace.
Global Setup
Copy Aileron/GEMINI.md to your global configuration folder:
- Windows:
%USERPROFILE%\.gemini\GEMINI.md - macOS / Linux:
~/.gemini/GEMINI.md
Workspace Setup
Copy Aileron/GEMINI.md to the project root.
License
This project is distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License. See LICENSE for details.
Related Skills
Agent-Reach
109.2kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Scrapling
97.9k🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
ruflo
81.0k🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
openclaw
107.6kThis guide walks through setting up the claude-mem plugin on an OpenClaw gateway. By the end, your agents will have persistent memory across sessions via system prompt context injection, and optionally a real-time observation feed streaming to a messaging channel.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
