Argus
Open-source vision-model E2E testing harness — record, replay, heal, assert. BYOK OpenRouter, hard budget caps, self-hosted runner, GitHub PR reporting. (The open TestDriver alternative.)
Install / Use
npx skills add duketopceo/ArgusInstalls into whichever agent you are using.
Devin Config
Devin AI agent config
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of Argus
Argus scores 48/100 on our quality scale, 4302nd of 4,609 Development & Engineering skills we index.
Its Devin Config is 1.9 KB long, split into 4 sections and no code examples: moderately detailed.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Argus compared with similar skills
All 4 of these similar skills score higher than Argus; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| Argus (this skill)by duketopceo | 48 | 0 | — | Devin Config |
| Agent-Reachby Panniantong | 100 | 103.3k | 1d ago | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 102.9k | today | CLAUDE.md |
| ai-job-searchby ai-job-search-dev | 100 | 66.3k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 45.3k | 6d ago | CLAUDE.md |
Frequently asked questions
- How do I install Argus?
- Run
npx skills add duketopceo/Argus. The install tabs above show the steps for each supported agent. - Which AI agents does Argus work with?
- It is written for Devin, as a Devin Config file. Other agents that read the same format can often use it too.
- Is Argus safe to use?
- It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is Argus still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubSetup: Add Riffrec to a project
Use this path when the user has no recording yet and wants to start capturing product feedback with Riffrec.
Riffrec is a browser-based capture tool that records the screen, microphone audio, console output, network requests, and DOM events into a single riffrec-*.zip bundle. The bundle is what this skill consumes downstream.
What to tell the user
- Riffrec lives at https://github.com/kieranklaassen/riffrec. Refer them to the README for the current install command — it is the source of truth and may change.
- The general shape of integration:
- Add the Riffrec capture script or package to the project's web app.
- Wire a "Record feedback" affordance somewhere accessible during real use (a bug report button, a dev-only floating recorder, or a keyboard shortcut).
- Confirm a sample session ends with a downloadable
riffrec-*.zip.
- Once a zip exists, the user runs this skill again with the zip path. The skill will pick the quick bug report or extensive analysis path automatically based on length and content.
Recommended capture habits
Surface these to the user during setup so the recordings they share later are easy to analyze:
- Speak the issue out loud while reproducing it. The transcript is the single highest-signal artifact.
- Click the affected UI even when it does nothing — failed clicks are the strongest signal in event extraction.
- Keep recordings focused. Many short clips beat one long one when issues are unrelated.
- Note when a step is intentional vs. accidental ("oops, that wasn't what I meant"). The analyzer cannot infer intent.
After install
When the user returns with their first zip, route to references/quick-bug-report.md or references/extensive-analysis.md per the SKILL.md routing rules. Do not run the analyzer in the setup path — there is nothing to analyze yet.
Related Skills
Agent-Reach
103.3kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
taste-skill
102.9kAgent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pages
ai-job-search
66.3kThe job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
claude-howto
45.3kA visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
