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Browses web with human-like patterns to reduce bot detection.
Passed 21 of 22 test cases with the skill, and 16 of 22 without it.
and 2 more in the full report
5 fixed16 passed either way1 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.
While parsing public foundation grant disclosures, several entries are missing financial figures in the HTML tables. Should we extrapolate or estimate these missing values based on similar grant entries?
| Checked | Without skill | With skill |
|---|---|---|
| Advises against filling missing data gaps with assumed values. | Passed | Passed |
| Recommends explicitly stating data incomplete limitations in findings. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when collecting information from public websites requires careful pacing, stable navigation, or respect for fragile endpoints. It supports responsible research, not bypassing protections.
Do not use this skill to evade bot detection, bypass access controls, defeat CAPTCHAs, circumvent paywalls, or access content that the user is not authorized to view.
robots.txt, rate limits, and access restrictions.| Principle | Practice |
|---|---|
| Minimize load | Use measured request rates and avoid broad, repetitive crawling. |
| Preserve provenance | Record source URLs and retrieval dates for material findings. |
| Respect controls | Do not rotate identities, automate CAPTCHA solving, or bypass authentication. |
| Fail safely | Stop rather than escalating when a site signals restricted access. |
| Situation | Response |
|---|---|
| Rate limit or temporary block | Pause activity and offer a slower or official-data-source alternative. |
| CAPTCHA or login wall | Stop the automated flow; ask the user to provide authorized access if appropriate. |
robots.txt or terms restrict collection | Do not scrape the restricted path; propose permitted alternatives. |
| Source data is incomplete | State the limitation and avoid filling gaps with assumptions. |
test cases passed, vs 16 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.