A rebellion against lazy hiring

FUDGE THE OA

Online Assessments reduce human intelligence to a binary pass/fail. Companies have the talent and money to do better. Until they do, this tool exists.

Download See how it works
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// manifesto

Interviews reveal how you think.

OAs only reveal if you passed.

One rewards curiosity and depth.

The other rewards memorisation and luck.

The stakes are not equal.

The difficulty is not equal.

The information gained is not equal.

Companies have no excuse.

This tool is the consequence.

01

How it works

🖥
OA Portal
??
Copy +
prefix
⚙
Agent
(hidden)
✦
Gemini
3.1
✓
Answer
in clipboard
?? prefix + Cmd+C

Copy the question

Copy any text from the OA portal. Add ?? at the start. That's your trigger.

⚙
com.apple.security.pboxd

Agent intercepts

Background process catches the ?? prefix and fires off your prompt to Gemini 3.1. Runs disguised as an Apple system process.

ready · paste anywhere

Answer in clipboard

Answer lands in your clipboard in a few seconds. Paste it anywhere. No window, no dock icon, nothing visible.

Clipboard
is your
interface

No window. No shortcut to memorise. No suspicious app switching. Just copy and paste.

?? questionNew answer, no context
??NEW?? qExplicitly fresh conversation
??FOLLOW?? qContinue with full history
??MODEL_2??Upgrade to Gemini 3.1 Pro
clipboard · live
// watching clipboard...
02

Command reference

?? <question>
Default trigger. Clears history, sends a fresh prompt. Use for one-off questions.
??NEW?? <question>
Same as default but explicit. Use when you want to be sure history is cleared.
??FOLLOW?? <question>
Continues the previous conversation with full history. Good for multi-part problems or following up on code.
??MODEL_1??
Switch to Gemini 3.1 Flash Lite. Faster, lower latency. Good for quick lookups and syntax questions.
??MODEL_2??
Switch to Gemini 3.1 Pro Preview. Slower but smarter. Use for hard algorithmic problems.
⚠

When it fails

This tool does one thing: replaces clipboard content. Any portal that blocks paste breaks it. Know the gaps.

Paste blocked

Some portals (HackerRank, Codility, and others) disable Cmd+V inside the code editor. Answer lands in clipboard but you can't get it in. Nothing to be done about that.

Browser sandbox

A few portals intercept clipboard events in the browser and overwrite your paste with the original text. If the portal is fighting back, this tool won't win.

macOS only

Binary is macOS arm64 only (Apple Silicon). Intel Macs and Windows/Linux users run from source. No cross-platform build yet.

Network latency

Gemini round-trips add 1–4 seconds. On timed-per-question OAs, this could eat into your budget. Use ??MODEL_1?? (Flash Lite) for speed over depth.

// pick your poison

Get
the tool

Compiled binary

Single executable. No Python, no dependencies. Download and run.

macOS arm64

Size 7.5 MB

Gemini 3.1
↓ CoreServicesHelper

SHA256: b500160bf6fee86dc0c4ea641a17e2f8782508e1cdd3f1f19f8aa68fcc056882

Python source

Single Python file. Requires Python 3.11+ and pip install. Works on any platform.

Platform Any

Size ~4 KB

Python 3.11+
↓ main.py

pip install google-genai pyperclip setproctitle

03

Instructions

# Make executable (first time only)
chmod +x CoreServicesHelper

# Start the agent
./CoreServicesHelper --api-key YOUR_GEMINI_KEY

The process will run silently. No window opens. To get a free API key, visit Google AI Studio. 

# Stop the agent
pkill -f CoreServicesHelper
# Alternative — kill by masked process name
pkill -f 'com.apple.security.pboxd'

The agent masks itself as com.apple.security.pboxd in process lists. Either command above will terminate it. 

# Option 1 — pass directly at runtime (recommended)
./CoreServicesHelper --api-key AIzaSy...

# Option 2 — set env var in your shell profile
export GEMINI_API_KEY=AIzaSy...
./CoreServicesHelper

# Option 3 — .env file at ~/.clipboard_agent/.env
mkdir -p ~/.clipboard_agent
echo "GEMINI_API_KEY=AIzaSy..." > ~/.clipboard_agent/.env
./CoreServicesHelper

Get a free key at aistudio.google.com/apikey. The free tier is generous enough for OA usage. 

# Clone and install deps
pip install pyperclip google-genai python-dotenv setproctitle

# Run directly
python3 main.py --api-key YOUR_GEMINI_KEY

# Or build a standalone binary
pip install pyinstaller
bash build_stealth.sh

Requires Python 3.11+ and macOS. The build script produces a single-file executable in dist/CoreServicesHelper.