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AtlasRepo

The client asked for "one more thing" again. So I built ScopeSloth to answer.

Description and use

ScopeSloth automates the assessment of client requests against a written agreement, calculates costs, and drafts a reply, eliminating errors and saving time.

Problem

Freelancers often receive client messages requesting additional work that is not covered by the signed scope, leading to unpaid extra effort and difficult negotiations.

Outcome

ScopeSloth reduced manual effort, ensured consistent pricing, and produced a reply that only contains code‑computed amounts, avoiding model hallucinations.

Workflow

  • Paste agreement text and client message
  • Agent lists each request
  • Agent searches agreement for citations
  • Code applies pricing and revision rules
  • Agent drafts reply with computed amounts

Evidence

You paste what you agreed (scope, rate, revision rounds) and the client's latest message. An agent lists every separate request.

Source

A second agent searches your agreement for each one and cites the line that covers it.

Source

Then plain code, not the model, decides the money: hours times the rate in your agreement, and whether a design tweak uses up one of your included revision rounds.

Source

The reply only contains amounts the code computed. If the model invents $400, the draft goes back with the exact problem.

Source

The same sample did not give the same answer every time. In 3 of my last runs the extra-work total was $780, $420 and, once, nothing priced because the model called three requests "unclear" and the reply asked questions instead.

Source

  • Record date: 2026-10-20T07:41:16.407Z