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TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list).
Passed 10 of 16 test cases with the skill, and 5 of 16 without it.
and 5 more in the full report
7 fixed7 passed either way8 still failing0 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.
After successfully extracting video data for a TikTok hashtag without any errors or page redesigns, should I write a summary line into the memory file?
| Checked | Without skill | With skill |
|---|---|---|
| States that normal execution does not write to the memory file. | Missed | Passed |
The instructions your model reads when the skill loads.
hashtag name → challenge info + paginated video list with author, engagement, music, and video metadata
All process output to user (progress updates, process notifications) follows the user's language.
Extract the video list for a given TikTok hashtag using the /api/challenge/item_list/ endpoint triggered by page navigation.
https://www.tiktok.comIf browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. JS code is encapsulated in Python files under the
scripts/directory, invoked viaeval "$(python scripts/xxx.py {params})".$(...)is bash syntax; it is recommended to use the bash tool for execution.
Below are all atomic capabilities discovered and verified during the exploration phase. Simply invoke them as needed — no need to read scripts/*.py source code or re-verify.
eval "$(python scripts/get-challenge-id.py '{hashtag}')"
Parameters:
{hashtag}: hashtag name without #, e.g., fitnessOutput example:
test cases passed, vs 5 / 16 without
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