perceiving-objects-oneshot Eval report.

Task wording matches this skill metadata.

• Evaluate perceiving-objects-oneshot before installing it in an agent workflow
• automation
• Browser automation workflows; Claude Code teams; builders willing to evaluate younger projects

Install handoff is available.

• npx skills add graph-robots/open-robot-skills --skill perceiving-objects-oneshot

standard package or runtime install path

• npx skills add graph-robots/open-robot-skills --skill perceiving-objects-oneshot

Good trust signals with a few areas worth checking before rollout.

• Strong shortlist
• 41 GitHub stars
• MIT

Needs review

• The script `perceive_simple.py` defines unused parameters `use_multiview` and `text_prompts` that are not referenced in the implementation, which may confuse maintainers.

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

• Test manually in an isolated workspace and compare against safer alternatives.
• The script `perceive_simple.py` defines unused parameters `use_multiview` and `text_prompts` that are not referenced in the implementation, which may confuse maintainers.

MIT

• MIT

filesystem or document access

• Network access: medium
• Filesystem access: medium
• Database access: medium