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Write a client proposal, quote, scope of work, or engagement letter for a service business. Covers project understanding, scope, timeline, pricing presentation, and terms.
Passed 20 of 23 test cases with the skill, and 15 of 23 without it.
and 5 more in the full report
5 fixed15 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Draft the About Us section for a web design studio proposal. The founder gave you a 500-word company history starting from their 2012 launch in a garage, their company mission statement, and full bios of all 4 staff members. Condense this into a concise credibility statement.
| Checked | Without skill | With skill |
|---|---|---|
| The About section is limited to a brief summary of 2 to 3 sentences. | Missed | Passed |
The instructions your model reads when the skill loads.
Produces proposals for service businesses — web development, consulting, trades, professional services, creative agencies. The goal is a document that wins the work by showing you understood the problem, have a clear plan, and are easy to work with.
Gather these inputs. Ask for anything missing:
If the user has notes from a discovery call or email thread, use those to write the "project understanding" section in the client's own language.
Present sections in this order. Every section earns its place — cut any that do not apply.
This is the most important section. It proves you listened. Restate the client's problem in their words, not yours. Show you understand what they are trying to achieve, not just what they asked you to build.
Too corporate:
We understand that your organisation is seeking to leverage digital transformation to enhance customer engagement across multiple touchpoints and drive sustainable growth through an integrated online presence.
Right tone:
You have been running the business for 12 years on word-of-mouth alone, and it has worked — you are booked out most weeks. The problem is that when someone searches "plumber Newcastle" you do not show up, and you are losing jobs to competitors with half your experience. You want a website that shows up in local search and makes it easy for people to call or book online.
Rules for this section:
test cases passed, vs 15 / 23 without
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