Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Huginn
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Huginn
Best first install candidate based on install readiness and adoption.
Freshest repo
perceiving-objects-oneshot
Most recent maintenance signal among this shortlist.
| Signal | perceiving-objects-oneshot Lightweight one-shot 3D object perception. Runs Grounding-DINO broad detection, a SINGLE VLM set-of-marks letter pick over the labeled boxes, SAM3 box segmentation, depth back-projection, and geometry.filter_and_compute_obb. No pairwise tournament, no multi-view safe-gate. Returns a clean not_found output (no exception) when the VLM answers "none" or DINO emits no detections — making this the right skill for clean-all-items loops whose natural termination signal is "no more matching objects in view". Use when a multi-item loop needs a clean no-match exit, or for generic target descriptions on uncluttered scenes with reasonably sized targets. | Huginn Create agents that monitor and act on your behalf. Your agents are standing by! | ToolJet ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀 | Conductor Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents |
|---|---|---|---|---|
| Quality | 63/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 62/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 41 stars Verified outcomes are shown on each skill page | 49K stars Verified outcomes are shown on each skill page | 38K stars Verified outcomes are shown on each skill page |
| 32K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 9, 2026 | Jun 13, 2026 | Jun 14, 2026 | Jun 13, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Ruby, Automation, Claude Code | JavaScript, Workflow, Claude Code | Java, Workflow, Claude Code |
| Warnings | Low GitHub adoption signal · The script `perceive_simple.py` defines unused parameters `use_multiview` and `text_prompts` that are not referenced in the implementation, which may confuse maintainers. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · builders willing to evaluate younger projects | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add graph-robots/open-robot-skills --skill perceiving-objects-oneshot | $ npx skills add huginn/huginn | $ npx skills add ToolJet/ToolJet | $ npx skills add conductor-oss/conductor |