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Learn a reliable browser workflow by iterating on a real web task, recording strategy, and proposing a reusable skill.
Passed 11 of 17 test cases with the skill, and 5 of 17 without it.
and 9 more in the full report
8 fixed6 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Look up the current store hours for the downtown location on https://retailer.example.com/locations and tell me what time they close tonight.
| Checked | Without skill | With skill |
|---|---|---|
| The response answers the store hours question directly without initiating an iterative strategy loop | Missed | Passed |
| The output does not create draft-skill.md or proposal artifacts | Passed | Passed |
The instructions your model reads when the skill loads.
Autobrowse turns expensive browser exploration into durable operational memory. It runs a real browser task, studies the trace and diagnostics, iterates on the strategy, then graduates the reliable path into a reviewable skill artifact.
strategy.md, iterations.md, draft-skill.md, and usually an approval-gated skill_proposal.The user should not need to provide structured fields. Treat a plain request plus an optional link as enough input. Infer the objective from the request, infer the target site from any URL/domain in the request, default to 3 iterations, and default to creating a proposal.
browser_console, browser_network, browser_storage, browser_snapshot, and browser_evaluate when available. Use browser_trace_start and browser_trace_stop as supplemental diagnostics when the runtime exposes a readable trace summary. Capture only redacted, relevant evidence.strategy.md before the next iteration. The next attempt must read it first.draft-skill.md. If safe and useful, create a skill_proposal so the user can approve the new skill.test cases passed, vs 5 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.