twscrape SKILL.md skillA
twscrape from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/twscrape@git:20260719.80999bfPins git:20260719.80999bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
skills/2025emma/twscrape/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260719.80999bf, committed Jul 19, 2026
- First version recorded
- Jan 13, 2026
- Size
- 10,973 bytes
- Repository stars
- 471
- License
- none declared
Guide for using twscrape to collect public Twitter/X data through its GraphQL interface, asynchronous queries, and account session management.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# twscrape
Python library for scraping Twitter/X data using GraphQL API with account rotation and session management.
## When to use this skill
Use this skill when:
- Working with Twitter/X data extraction and scraping
- Need to bypass Twitter API limitations with account rotation
- Building social media monitoring or analytics tools
- Extracting tweets, user profiles, followers, trends from Twitter/X
- Need async/parallel scraping operations for large-scale data collection
- Looking for alternatives to official Twitter API
## Quick Reference
### Installation
```bash
pip install twscrape
```
### Basic Setup
```python
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@example.com", "mail_pass", cookies=cookies)
# Or add accounts (with login/password - less stable)
await api.pool.add_account("user2", "pass2", "email2@example.com", "mail_pass2")
await api.pool.login_all()
asyncio.run(main())
```
### Common Operations
```python
# Search tweets
…Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/twscrape@sha256:2031a0a81626329bThe line at the top of this page pins the label git:20260719.80999bf, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mhccfcwvyaegsl6a)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jan 13, 2026 and Jul 19, 2026, about one every 93 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260719.80999bf latest | 2026-07-19 | 80999bf | 10,973 B | A | view · diff |
| git:20260705.e9e4712 | 2026-07-05 | e9e4712 | 10,961 B | A | view · diff |
| git:20260113.222b7de | 2026-01-13 | 222b7de | 11,040 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10973 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mhccfcwvyaegsl6a GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/twscrape GET https://markdownregistry.com/api/v1/blob/2031a0a81626329b9a5279b88bdad635686bc3281b30789ec9079a41ba36559d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.