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Guide for using twscrape to collect public Twitter/X data through its GraphQL interface, asynchronous queries, and account session management.
Passed 22 of 22 test cases with the skill, and 11 of 22 without it.
and 9 more in the full report
11 fixed11 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
When twscrape waits for IMAP email verification codes during account login, what environment variable controls the wait timeout in seconds?
| Checked | Without skill | With skill |
|---|---|---|
| specifies TWS_WAIT_EMAIL_CODE | Missed | Passed |
The instructions your model reads when the skill loads.
Python library for scraping Twitter/X data using GraphQL API with account rotation and session management.
Use this skill when:
pip install twscrape
import asyncio
from twscrape import API, gather
async def main():
api = API() # Uses accounts.db by default
# Add accounts (with cookies - more stable)
cookies = "abc=12; ct0=xyz"
await api.pool.add_account("user1", "pass1", "[email protected]", "mail_pass", cookies=cookies)
# Or add accounts (with login/password - less stable)
await api.pool.add_account("user2", "pass2", "[email protected]", "mail_pass2")
await api.pool.login_all()
asyncio.run(main())
test cases passed, vs 11 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.