Home / Skills / computer-use-action-picker
computer-use-action-picker
mrmps/classifier-devSkill
Pick a browser or desktop agent's next action by choosing among the actions actually on screen instead of inventing one. Candidates come from the accessibility tree, the task goes in instructions, and a calibrated confidence decides whether to click or hand the step back to your own model. Use when building or debugging computer use, browser automation or a web agent, or on "it clicked the wrong thing" and "how do I stop it looping".
Why this score
This repo hosts 10 skills, so its 425 stars are split between them (about 43 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit b0e3b449a9c4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecomputer-use-action-picker mrmps/classifier-dev · Skill | 64 | ★ 425 | ≈116 always | 17d ago |
| computer-use bojieli/ai-agent-book · Skill Both about computer | 88 | ★ 55k | ≈16 always | 27d ago |
| open-computer-use iFurySt/open-computer-use · Skill Both about computer | 84 | ★ 2.5k | ≈82 always | 16d ago |
| EXTRA - Native Computer Use AIYantra/extra · MCP server Both about computer and automation | 53 | ★ 5 | not measured | 10d ago |
| web-design-picker jamditis/claude-skills-journalism · Skill Both about picker | 65 | ★ 426 | ≈36 always | 19d ago |
| name-picker Ibrahim-3d/orchestrator-supaconductor · Subagent Both about picker | 57 | ★ 380 | ≈39 in chat | 1mo ago |