Examples and evidence
Examples, with a clear evidence boundary.
The three workflows above illustrate the intended experience. They are not completed real-world task records. Judge a task by its files, page feedback and remaining work.
These workflows are being validated in the development version. The public download may not include them yet; check the version and service status below.
Collect & download
- The goal
- Find two public reports on renewable energy from the past year. Download the PDFs and keep their source links.
- Along the way
- Check the publisher and date, compare versions, and skip duplicates. A login page or an unreadable file is not a finished download.
- The result
- Two readable PDFs with source links. One older edition excluded; one restricted report remains unavailable.
Forms & surveys
- The goal
- Use my saved details and preference for quiet activities to fill this weekend survey. Leave it ready for my review.
- Along the way
- Match the requested fields to saved details, check each page after filling, and ask together about anything missing. The request stops before submission.
- The result
- Contact details filled and three preferences selected. The optional comment is blank; the survey has not been submitted.
Explore by preference
- The goal
- Find independent art websites with thoughtful writing and a quiet visual style. Show me a small selection to refine.
- Along the way
- Visit candidates and compare them with your preferences. Feedback such as “more like this” changes the next search; the agent cannot decide that you are satisfied.
- The result
- Two candidate links with reasons. A calm editorial site is the strongest fit; a shop-heavy option is excluded. Continue from your feedback.
Earlier measured runs
These development records remain separate from the new workflows and the current download. They do not establish an overall completion rate.
| Task and version | Observed result | Whole-task conclusion |
|---|---|---|
| 25-field practice task2026.09.15 · code22 | 25 / 25 blanks passed; 3 errors corrected without human answers. | Completed |
| Continuous playback2026.09.15 · code23 | The first two parts ended naturally; part 3 played for about 31 seconds; an added title was incomplete. | Report incomplete |
| 100 fields across three pages2026.09.14–15 · code20 | The first two pages passed; 7 blanks remained on page 3 and no completion report was produced. | Not completed |
These are single runs from different development versions and cannot be combined into an overall success rate.
View test conditions and evidence rules
All three records came from real page execution in the Android browser using qwen3.8-flash. The 25-blank and continuous-content runs received no human webpage-operation help; the long run preserved its incomplete result.
Start with one useful task.
For a first task: find one useful public PDF on a site you know, download it, then check the file and its source.
Start here