Risk and fit scoring
Scope, budget, and client signals are weighed before a connect is spent.
AI browser extension · Duskel product / Private beta
Gwora.
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The product
An AI co-pilot for Upwork freelancers that reads each job for risk and fit, then drafts a proposal grounded in the posting.
The challenge
Built around
the hard part.
Freelancers waste connects on poor-fit jobs and send proposals that sound generic because the underlying analysis lacks the posting’s real context.
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Grounded proposals
Drafts answer the actual posting and preserve the freelancer’s voice.
An MV3 extension where work happens
Analysis appears directly on the Upwork page instead of in a disconnected tool.
The outcome
The work kept
working.
The product turns model output into a grounded decision workflow inside the interface freelancers already use.
See all work ↗Start with a paragraph, a Figma, or a Loom.
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