AgentQL Natural Language Web Query SDK for Extraction and Automation SKILL.md skillA
AgentQL Natural Language Web Query SDK for Extraction and Automation from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentskillexchange/skills/AgentQL Natural Language Web Query SDK for Extraction and Automation@git:20260710.62afd0fPins git:20260710.62afd0f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentskillexchange/skills
- Path
skills/agentql-natural-language-web-query-sdk-extraction-automation/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260710.62afd0f, committed Jul 10, 2026
- First version recorded
- May 18, 2026
- Size
- 2,271 bytes
- Repository stars
- 62
- License
- MIT
AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone.
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
# AgentQL Natural Language Web Query SDK for Extraction and Automation AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone. ## Prerequisites python, go, java ## Installation Requirements and caveats from upstream: - <a href="https://pypi.org/project/agentql"><img src="https://img.shields.io/pypi/v/agentql" alt="Python version" /></a> - AgentQL is a suite of tools for extracting data and automating workflows on live web sites featuring an AI-powered query language, Python and JavaScript SDKs, a browser-based debugger, and a REST API endpoint. It uses... - **Playwright** [AgentQL's Python SDK](https://docs.agentql.com/python-sdk/installation) and [JavaScript SDK](https://docs.agentql.com/javascript-sdk/installation) seamlessly integrates with Playwright for advanced aut... Basic usage or getting-started notes: - [Get started in 5 minutes with our quick start!](https://docs.agentql.com/quick-start) - Source: https://github.com/tinyfish-io/agentql …
Read the whole file at its exact version.
How to install
mdr add agentskillexchange/skills/AgentQL Natural Language Web Query SDK for Extraction and Automation@sha256:287570168039ce51The line at the top of this page pins the label git:20260710.62afd0f, 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_3hba4j4mr5vocuaj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 18, 2026 and Jul 10, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.62afd0f latest | 2026-07-10 | 62afd0f | 2,271 B | A | view · diff |
| git:20260710.2925510 | 2026-07-10 | 2925510 | 1,782 B | B | view · diff |
| git:20260518.032831e | 2026-05-18 | 032831e | 2,260 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 (2271 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
agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3hba4j4mr5vocuaj GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/AgentQL Natural Language Web Query SDK for Extraction and Automation GET https://markdownregistry.com/api/v1/blob/287570168039ce51605654222a8d3fc273e26fc31d8d3c4c8fd5f332847a85ec
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.