ScopeCheck: An Air-Gapped Scope Creep & Contract Auditor for Freelancers

Description and use

ScopeCheck lets freelancers assess scope‑creep risk and draft diplomatic responses without exposing client data, using local Gemma models via Ollama.

Problem

Freelancers face unbilled scope creep when clients request quick revisions, risking unpaid work or strained relationships, while cloud AI tools expose confidential data.

Outcome

ScopeCheck enables freelancers to assess scope creep risk and negotiate additions without leaking data or incurring cloud costs.

Workflow

• Paste client message or contract clause into the local ScopeCheck interface
• Local Gemma model evaluates scope creep and assigns a severity rating (1–10)
• Model flags technical debt (e.g., new database migrations vs. CSS tweak)
• Model generates a pushback draft framing additions as Phase 2 deliverables

Evidence

ScopeCheck is an offline, air‑gapped auditor that evaluates client revision requests, late‑stage change emails, and Statement of Work (SOW) terms without letting a single byte of client data leave your laptop.

Source

When that lands in your inbox, you usually have two bad choices: 1) Absorb 10+ hours of unbilled architectural labor... 2) Draft a blunt, defensive response that strains the relationship...

Source

ScopeCheck gives freelancers a safe third option. You paste the client's message into a local studio interface, and it gives you: A Severity Rating (1–10), Architectural Flagging, A Pushback Draft

Source

ScopeCheck runs locally via Ollama to guarantee client text never hits external servers.

Source