THE FREELANCER’S SCOPE WORKSPACE
Local-first · Open AI
A LITTLE EXTRA ADDS UP.

Keep good work
profitable.

Turn “one more thing” into a clear decision.
Compare the ask. Review the evidence. Agree the change.

THE WORKFLOW
01 Understand the ask
02 Check the agreement
03 Price with confidence
AI proposes. You decide.
Guided demo uses hand-authored sample decisions. Live AI runs through Gemma on your own computer.

01 What you agreed

BASELINE

02 What they’re asking

NEW REQUESTS
No API key. No automatic sending.
BUILT FOR THE REAL CONVERSATION

Evidence before
an extra invoice.

A source citation is checkable. A model’s judgment is still a proposal.

01 / Understand

Gemma compares every request with your agreed deliverables and limits.

02 / Inspect

Exact source lines sit beside each suggestion. Ambiguous asks go to clarification.

03 / Decide

Override a classification, estimate the effort and select the changes to quote.

04 / Agree

Export a change-order draft. Discuss it with your client before work starts.

YOUR CLIENT DATA STAYS WITH YOU

Bring your own laptop.

The live app uses Python, local SQLite and Gemma through Ollama. After setup and model download, the app has no cloud AI dependency.

Download source & submission kit ↓
  1. Install Python 3.10+ and Ollama.
  2. Download the model once.
  3. Unzip the source and start the app.
ollama pull gemma3:4b
python3 server.py
# Open http://127.0.0.1:8765

Gemma 4B still makes scope errors. Inspect each source and override any wrong decision. Model downloads and first inference need time and several GB of memory.