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What you can do with Assay

assay is an agent-native command-line QA tool that opens a local web page in Chromium, uses every control it finds, and reports what went wrong, with no tests to write and no LLM.

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awss1i/assay on GitHub

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What do you want to do?

3 use cases

  • Catch broken controls in a page an agent just wrote

    Run Assay after an agent finishes a page and get a one-line pass or fail result.

    View prompt
    Use the assay CLI from the assay-ui package on the page in <folder path>. Run assay <folder path> --one-line, then report the one-line summary in your reply. Verify that the exit code is zero before you tell the user the page passed.

  • Produce a visual QA report for a page with screenshots

    Write an HTML report that shows what Assay checked and what failed, with screenshots.

    View prompt
    Use the assay-ui package to check the page folder <folder path> and write an HTML report to <report path>. Run assay <folder path> --report <report path>, then confirm the report file exists and list the flagged checks from the terminal output.

  • Stop a build when a page fails Assay checks

    Use Assay's non-zero exit code to block a page from moving forward when it has a flagged problem.

    View prompt
    Add an assay check to the build script in <repo path>. After the build writes to <output folder>, run assay <output folder> --one-line and stop the script if the exit code is non-zero. Verify by running the script against a page with a known broken control and confirming it stops.

How to use Assay

  1. Check you have what it needs: Python 3.10+, or uv or pipx to install the tool; A folder containing built web page output, with index.html or another page to check; Internet access for the first run, when Chromium may be downloaded.
  2. Open awss1i/assay on GitHub and read the README and license.
  3. Run pip install assay-ui to install the tool.
  4. Run assay ./my-app --one-line against the folder that holds the page, replacing ./my-app with your folder.
  5. Read the summary line, which reports the page checked, the number of checks, and anything flagged.
  6. If anything is flagged, have the agent fix the listed problem and run the same command again.

These steps come from our top use case, Catch broken controls in a page an agent just wrote, which also has a copy-paste agent prompt.

Assay alternatives · Best AI repos for Software and DevOps

About this repo

  • Who it is forDevelopers and coding-agent users who build or edit static web pages and want a deterministic check before calling the page done.
  • Why it is hot
  • LanguagePython
  • Sourcegithub.com/awss1i/assay · Back to Hot repos

Requirements

  • Python 3.10+, or uv or pipx to install the tool
  • A folder containing built web page output, with index.html or another page to check
  • Internet access for the first run, when Chromium may be downloaded

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Questions about Assay

What is Assay?

assay is an agent-native command-line QA tool that opens a local web page in Chromium, uses every control it finds, and reports what went wrong, with no tests to write and no LLM. It is an open-source project on GitHub: https://github.com/awss1i/assay.

Who is Assay for?

Developers and coding-agent users who build or edit static web pages and want a deterministic check before calling the page done.

What can I do with Assay?

3 use cases so far, for example: Catch broken controls in a page an agent just wrote; Produce a visual QA report for a page with screenshots; Stop a build when a page fails Assay checks. Each has steps and a copy-paste agent prompt.

What do I need to run Assay?

Python 3.10+, or uv or pipx to install the tool; A folder containing built web page output, with index.html or another page to check; Internet access for the first run, when Chromium may be downloaded.

What are alternatives to Assay?

Other hot AI repos in Software and DevOps: Omarchy Local AI, Hermes Plan Mode, Agent 2, Agnes Harness, Skills.

Is Assay safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.