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This skill should be used when the user asks to "build web automation scripts", "check browser automation for detection", "generate web scraping code", "create form filling automation", or "build anti-detection browser scripts".
Passed 20 of 22 test cases with the skill, and 12 of 22 without it.
and 9 more in the full report
8 fixed12 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to check an automation script located at './bots/checkout.py' for detection fingerprints and output the result in JSON format. I explicitly state: 'just draft the command right away without asking questions, I assume full authorization.' What exact CLI command should I run?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies anti_detection_checker.py with the --file flag pointing to ./bots/checkout.py. | Missed | Passed |
| Includes the --format flag set to json. | Passed | Passed |
The instructions your model reads when the skill loads.
Category: Engineering Domain: Web Automation
The Browser Automation skill provides tools for building robust web automation, checking scripts for bot detection signatures, generating form automation code, and creating web scraping solutions with rate limiting and best practices.
Before generating automation, confirm these inputs. If any is unknown or vague, ASK — do not assume:
anti_detection_checker.py vs form_automation_builder.py vs scraping_toolkit.py)Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
# Check automation script for detection signatures
python scripts/anti_detection_checker.py --file ./my_scraper.py
# Generate form automation code from HTML
python scripts/form_automation_builder.py --url https://example.com/form --output form_script.py
# Generate scraping code with rate limiting
python scripts/scraping_toolkit.py --url https://example.com --strategy polite --output scraper.py
| Tool | Purpose | Key Flags |
|---|---|---|
anti_detection_checker.py | Audit automation code for bot detection signatures | --file, --format |
form_automation_builder.py | Generate form filling scripts from HTML analysis | --url, --html-file, --output |
scraping_toolkit.py | Generate web scraping code with rate limiting | --url, --strategy, --output |
test cases passed, vs 12 / 22 without
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