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Start and boundedly follow a remote Devin development task.
Passed 7 of 15 test cases with the skill, and 3 of 15 without it.
and 6 more in the full report
7 fixed3 passed either way10 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Devin has been dispatched to add end-to-end integration tests. The runner script completes its initial wait and prints logs containing tracking information. What information must be surfaced to the user?
| Checked | Without skill | With skill |
|---|---|---|
| Surfaces the printed PR follow-up link from the script output. | Missed | Passed |
The instructions your model reads when the skill loads.
This is the Elves-managed Claude Code alias for /devin <instructions>.
Load the installed elves skill's Provider shortcut protocols and
references/provider-shortcuts.md. Resolve scripts/run_devin.sh from the active Elves skill root,
keep the target repository as the working directory, validate the instructions and
DEVIN_API_KEY, and run it. The explicit shortcut authorizes remote session creation, not merge or
protected-ref authority. Preserve the bounded wait and report the printed session/PR follow links.
test cases passed, vs 3 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.